<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="systematic-review" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.165390.3</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Systematic Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Understanding the key factors influencing knowledge management in business environments: a systematic review</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 3; peer review: 1 approved, 1 approved with reservations, 1 not approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Mardian</surname>
                        <given-names>Muhammad Taufik</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0009-0005-6460-1408</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Musadieq</surname>
                        <given-names>Mochammad Al</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Iqbal</surname>
                        <given-names>Mohammad</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-1052-9632</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ruhana</surname>
                        <given-names>Ika</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Faculty Of Administrative Sciences, Brawijaya University, Malang, East Java, 65145, Indonesia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:taufikm.mail@gmail.com">taufikm.mail@gmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>19</day>
                <month>5</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2025</year>
            </pub-date>
            <volume>14</volume>
            <elocation-id>738</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>30</day>
                    <month>4</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Mardian MT et al.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/14-738/pdf"/>
            <abstract>
                <p>This study aims to synthesize the factors influencing knowledge management (KM) effectiveness in business environments and develop an integrative conceptual framework based on the reviewed literature. Using the PRISMA approach, this study conducted a systematic literature review of 44 empirical articles published between 2020 and 2024 and indexed in Scopus. The articles were selected through predefined inclusion and exclusion criteria and synthesized using a narrative-thematic approach. The findings indicate eight key variables that are critical for strengthening KM: leadership, technology, entrepreneurial orientation, strategic orientation, learning orientation, innovation, human resource management, and high-performance work systems. The findings indicate that KM effectiveness is shaped by eight recurring variables: leadership, technology, entrepreneurial orientation, strategic orientation, learning orientation, innovation, human resource management, and high-performance work systems. Rather than treating these variables as isolated determinants, this review synthesizes them into four conceptual categories: Strategic Drivers, Technological Enablers, Human and Learning Capabilities, and Innovation Capabilities. The proposed framework shows that KM is strengthened when these categories are aligned and function together as mutually reinforcing conditions. This study emphasizes the need for an integrated KM approach that addresses these barriers while aligning KM strategies with organizational needs. The findings imply that organizations should develop KM as an integrated organizational capability that connects strategy, people, technology, and innovation to strengthen knowledge use and organizational adaptability.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Knowledge Management</kwd>
                <kwd>Leadership</kwd>
                <kwd>Technology</kwd>
                <kwd>Strategy</kwd>
                <kwd>Human Resource</kwd>
                <kwd>Innovation</kwd>
                <kwd>Entrepreneurial</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
        <notes>
            <sec sec-type="version-changes">
                <label>Revised</label>
                <title>Amendments from Version 2</title>
                <p>This revised version includes several changes in response to the reviewers&#x2019; comments. The Introduction and research question were revised to clarify the novelty and focus of the review. The Literature Review now includes a process-based understanding of knowledge management to strengthen the conceptual basis of the study. The Methods section was also revised to clarify the search strategy, inclusion/exclusion criteria, and related limitations. The Results and Discussion section was expanded by adding new subsections on the Integrative Conceptual Framework and Theoretical and Practical Implications. These additions organize the KM factors into four conceptual categories, provide cross-study comparison, and explain the relationships among factors. The Conclusion, Limitations, and Recommendation sections were also revised to better reflect the conceptual contribution, acknowledge methodological limitations, and suggest future quantitative testing of the proposed framework.</p>
            </sec>
        </notes>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>1. Introduction</title>
            <p>Knowledge management (KM) has become a critical determinant of organizational success in today&#x2019;s dynamic and competitive business landscape. KM can be understood as the systematic process of acquiring, organizing, sharing, and applying knowledge to enhance performance and innovation. As businesses increasingly recognize the value of knowledge as a strategic asset, the importance of KM in fostering adaptability, improving decision-making processes, and sustaining competitive advantage in rapidly changing environments has become more pronounced.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> KM enables organizations to treat knowledge as a strategic resource.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>,
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> Traditionally, companies have prioritized tangible assets such as capital, labor, and raw materials. However, human resources, encompassing explicit knowledge (documented expertise, training programs, and organizational policies) and tacit knowledge (employee skills, experience, and insights), are now recognized as critical drivers of value creation.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup>
            </p>
            <p>In today&#x2019;s globalized and digital world, accessing, sharing, and applying knowledge is a key source of competitive advantage.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> A well-developed KM strategy allows companies to leverage their collective human resources, enabling faster responses to market changes, customer demands, and technological advancements.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>,
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> By sharing best practices and lessons learned across departments, organizations can streamline operations, reduce redundancies, and improve overall efficiency.
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup> In this way, KM becomes indispensable in navigating the constant changes that characterize today&#x2019;s business environment.
                <sup>
                    <xref ref-type="bibr" rid="ref9">9</xref>,
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Organizations that manage their knowledge effectively are better positioned to respond to these shifts, adapt to new circumstances, and capitalize on emerging opportunities.</p>
            <p>KM frameworks that promote continuous learning, knowledge sharing, and cross-functional collaboration can enhance organizational agility and responsiveness. Businesses with strong KM practices are more likely to deliver vital information to the right people at the right time, supporting quicker and more informed decisions in uncertain environments.
                <sup>
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup> When employees at all levels have easy access to relevant and up-to-date knowledge, decision quality improves and the risks associated with isolated decisions are reduced.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> Moreover, by fostering collaboration across diverse teams, KM enables decision-makers to benefit from the collective intelligence within the organization, making for more holistic, informed decisions that lead to better outcomes.</p>
            <p>Another critical aspect of KM is its role in fostering innovation, an essential driver of organizational growth and sustainability. Organizations must keep pace with industry trends and anticipate and lead change to remain competitive.
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>,
                    <xref ref-type="bibr" rid="ref14">14</xref>
                </sup> KM helps create an environment conducive to innovation by supporting creativity and the free exchange of ideas. KM encourages employees to contribute their ideas, experiences, and expertise by promoting a knowledge-sharing and collaboration culture.
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>
                </sup> When knowledge is freely shared and integrated into the innovation process, organizations are better equipped to generate new solutions to complex problems and identify opportunities for product or service development. Moreover, KM systems that capture lessons from successes and failures provide valuable insights that help organizations refine their innovation strategies over time.
                <sup>
                    <xref ref-type="bibr" rid="ref14">14</xref>
                </sup>
            </p>
            <p>In modern business, competitive advantage is no longer solely about superior products or services. It is increasingly about superior knowledge. Organizations that systematically capture, store, and apply knowledge are better positioned to sustain long-term success. KM enables firms to preserve institutional memory, avoid redundancy, and improve operational efficiency.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> By promoting continuous learning and improvement, KM also supports the development of expertise and thought leadership within an organization.
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> Over time, businesses with strong KM systems create a virtuous cycle in which continuous improvements in knowledge-sharing processes reinforce their competitive advantage, allowing them to stay ahead of the curve.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> This cycle of knowledge-driven growth becomes difficult for competitors to replicate, especially in industries where expertise, innovation, and the ability to adapt quickly are the primary sources of differentiation.</p>
            <p>Despite the undeniable importance of KM, its implementation often encounters significant challenges stemming from organizational, technological, and cultural factors.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>,
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup> Issues such as resistance to change, inadequate infrastructure, lack of leadership support, and varying levels of employee readiness highlight the complexity of integrating KM into organizational processes.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> These challenges indicate the need for a clearer understanding of the conditions that drive or hinder KM effectiveness in different business contexts. While KM has garnered substantial academic and practical attention, with studies exploring leadership styles, technological advancements, and external environmental factors, there remains a gap in synthesizing these findings to identify recurring themes, emerging trends, and areas requiring further investigation. Addressing this gap is essential for optimizing and tailoring KM strategies to meet the specific needs of diverse organizational contexts.</p>
            <p>The novelty of this review lies in its effort to move beyond a descriptive summary of prior KM studies by developing an integrative synthesis based on the core processes of knowledge management. Rather than assuming predetermined variables, this review systematically identifies recurring factors from the selected literature and organizes them according to their conceptual roles in supporting KM. In doing so, the study offers a more structured explanation of how different organizational conditions shape KM effectiveness. The review is designed not only to identify recurring KM factors, but also to interpret them through a process-based conceptual lens so that the findings can be presented as an integrative framework rather than a descriptive list of variables. By synthesizing empirical and theoretical research, the paper identifies critical success factors, common challenges, and practical implications for implementing KM initiatives. Findings from this review offer insights that can inform and direct future research. The structure of the paper is as follows: 
                <xref ref-type="sec" rid="sec1">
Section 1</xref> provides a brief background; 
                <xref ref-type="sec" rid="sec2">
Section 2</xref> discusses the relevant theories in this field; 
                <xref ref-type="sec" rid="sec5">
Section 3</xref> outlines the information sources, study selection process, data collection methods, and data items; 
                <xref ref-type="sec" rid="sec11">
Section 4</xref> presents the research findings; and finally, 
                <xref ref-type="sec" rid="sec16">
Section 5</xref> summarizes the paper, highlighting its contributions, limitations, and suggestions for future research directions.
                <disp-quote>
                    <p>RQ: Through a systematic literature review, what factors influence knowledge management effectiveness in business environments, and how can they be organized into an integrative conceptual framework?
</p>
                </disp-quote>
            </p>
        </sec>
        <sec id="sec2">
            <title>2. Literature review</title>
            <sec id="sec3">
                <title>2.1 Knowledge management</title>
                <p>KM is a systematic approach to capturing, sharing, and utilizing organizational knowledge to drive innovation, improve efficiency, and gain competitive advantage.
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup> Knowledge is considered a critical asset for organizations, encompassing best practices, decision-making processes, and creativity that are difficult for competitors to replicate. KM emerged to standardize creating, disseminating, and applying informational assets within businesses to promote growth and competitive edge. It involves the strategic management of intellectual resources, which is essential for creating value and fostering organizational success.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>
                    </sup> Research indicates that effective KM practices are integral to corporate sustainability, as organizations rely on acquiring and applying new knowledge to build core competencies and ensure long-term success.
                    <sup>
                        <xref ref-type="bibr" rid="ref18">18</xref>
                    </sup>
                </p>
                <p>Aligning KM with organizational objectives supports sustainable growth and strengthens long-term competitiveness. Recent studies highlight the significant impact of KM capabilities on improving organizational performance.
                    <sup>
                        <xref ref-type="bibr" rid="ref11">11</xref>
                    </sup> Nonetheless, knowledge must be tailored to the organization&#x2019;s unique context. Knowledge is recognized as an essential resource for generating value and maintaining competitive advantages in a volatile environment.
                    <sup>
                        <xref ref-type="bibr" rid="ref19">19</xref>
                    </sup> Additionally, the methods through which knowledge is generated and applied within companies are key, inimitable competencies that managers must identify and develop to foster lasting competitive advantages.
                    <sup>
                        <xref ref-type="bibr" rid="ref20">20</xref>
                    </sup> Effectively managing knowledge is vital for organizations aiming to stay competitive and sustainable in an ever-changing business environment. By aligning KM practices with organizational goals and adapting them to specific contexts, companies can enhance performance, create value, and maintain a long-term competitive edge.</p>
                <p>KM is key in supporting organizational learning and adaptability by capturing insights from past experiences and promoting reflection and feedback. These processes enhance a firm&#x2019;s resilience and agility, allowing it to thrive in dynamic environments. Additionally, KM helps preserve valuable knowledge assets in the face of technological changes, mitigating risks and ensuring their effective use to maintain a competitive edge.
                    <sup>
                        <xref ref-type="bibr" rid="ref7">7</xref>
                    </sup> To fully leverage the competitive advantages of information management, managers need to adopt supportive attitudes and a human-centered mindset, which can motivate employees to embrace new and existing knowledge. On the other hand, a closed-minded workforce and rigid management styles can undermine knowledge management efforts, ultimately stifling innovation and reducing the organization&#x2019;s ability to adapt.
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> Successful KM drives organizational learning, flexibility, and innovation. By fostering a culture of support and ensuring that valuable knowledge is preserved and applied effectively, organizations can adapt to changing environments and sustain their competitive edge.</p>
                <p>In this study, KM is understood through a process-based perspective. This perspective views KM as a set of interrelated organizational processes through which knowledge is created, acquired, shared, stored, and applied to support organizational decision-making, innovation, and performance. This understanding provides the conceptual basis for analyzing the factors that influence KM effectiveness, because each factor can be interpreted according to its role in enabling or strengthening KM processes. Therefore, the conceptual framework developed in this review is grounded in the process-based understanding of KM rather than in a simple categorization of variables.</p>
            </sec>
            <sec id="sec4">
                <title>2.2 Systematic literature review</title>
                <p>A systematic literature review (SLR) is a methodical approach to research that involves gathering and evaluating studies on a specific topic. It serves various functions, such as identifying, reviewing, analyzing, and interpreting studies that address particular research questions. SLRs are often vital for shaping a research agenda, forming part of a dissertation or thesis, or assisting with research grant proposals. This method is widely used by researchers and scholars to review scientific literature, as it helps reduce bias and subjective interpretations of the results. SLR provides a comprehensive overview of research trends, their effectiveness, and the scope of earlier studies in a given field.
                    <sup>
                        <xref ref-type="bibr" rid="ref22">22</xref>
                    </sup>
                </p>
                <p>A systematic review adheres to established methodologies and guidelines for thoroughly searching, filtering, reviewing, evaluating, interpreting, synthesizing, and presenting findings from various publications on a specific subject. Its goal is to compile the most complete set of relevant literature, assess the quality of individual studies, and exclude those of low quality. With its comprehensive documentation of processes and assumptions, an SLR is designed to be replicable, often requiring a team of at least two people to minimize bias. Although time-consuming, the rigorous process of SLRs ensures they are a highly reliable source of evidence on a given topic. The PRISMA statement, introduced in 2009 by an international group of healthcare researchers, was developed to enhance the methodological rigor and quality of SLRs and meta-analyses. Initially intended for reviewing randomized trials, PRISMA has since been adapted to a range of research types. The systematic review process consists of several crucial steps: formulating the research question, forming a review team, defining search areas and sources, performing a systematic search, critically analyzing the data, interpreting the findings, and reporting the results.
                    <sup>
                        <xref ref-type="bibr" rid="ref23">23</xref>
                    </sup>
                </p>
            </sec>
        </sec>
        <sec id="sec5">
            <title>3. Research method</title>
            <p>This study employed a systematic literature review (SLR) approach guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework. The PRISMA approach was used to ensure that the review process was conducted in a structured, transparent, and replicable manner. By following this framework, the review was organized through systematic stages of literature identification, screening, eligibility assessment, and inclusion. This approach helped minimize subjectivity in selecting relevant studies and provided a clear procedure for synthesizing previous research on knowledge management.</p>
            <sec id="sec6">
                <title>3.1 Data source</title>
                <p>The data source for this systematic literature review was the Scopus database. Scopus was used because it provides access to peer-reviewed journal articles across business, management, organizational studies, and related fields. The database also allows the application of filters such as publication year, document type, source type, language, and access type, which supported the identification and screening of studies in a systematic manner.</p>
                <p>The use of a single database was a methodological limitation of this review because relevant studies indexed in other databases, such as Web of Science, ProQuest, EBSCO, or Google Scholar, may not have been captured. Nevertheless, Scopus was used to maintain a focused and manageable review scope. The review therefore provides a focused synthesis of recent Scopus-indexed studies on knowledge management.</p>
            </sec>
            <sec id="sec7">
                <title>3.2 Literature search strategy</title>
                <p>The literature search was systematically designed to investigate and gather various comprehensive sources discussing KM. This study uses the SLR approach suggested by.
                    <sup>
                        <xref ref-type="bibr" rid="ref22">22</xref>
                    </sup> Conducted in January 2025, the systematic literature review followed the PRISMA guidelines. The search was conducted in Scopus, chosen for its extensive, high-quality coverage of peer-reviewed journals. The Scopus search used the single explicit keyword &#x201c;Knowledge Management&#x201d; applied to the TITLE-ABS-KEY fields.</p>
                <p>The review targeted publications from 2020 to 2024 to ensure coverage of the most recent developments in Knowledge Management research. This approach seeks to provide a thorough and nuanced understanding of various perspectives and findings in the field.</p>
            </sec>
            <sec id="sec8">
                <title>3.3 Inclusion criteria</title>
                <p>This study involved a manual article review process in five stages, including title, abstract, and full-text review. Relevant sources were defined through specific inclusion and exclusion criteria to guarantee their relevance and quality. The following inclusion criteria (IC) were used as guidelines for the systematic literature review to ensure the selection of relevant and high-quality studies:</p>
                <disp-quote>
                    <p>IC1: Open-access, peer-reviewed journal articles with full-text available.</p>
                    <p>IC2: Published 2020&#x2013;2024; exclude books, book chapters, reviews, and conference papers/proceedings.</p>
                    <p>IC3: English-language articles.</p>
                    <p>IC4 (Title/abstract screening): The title/abstract explicitly indicates the article addresses knowledge management.</p>
                    <p>IC5 (Full-text eligibility): The full text presents empirical data or theoretical frameworks reporting the determinants/critical factors of KM.</p>
                </disp-quote>
                <p>These criteria were applied to maintain the focus and consistency of the review. However, they also limited the scope of the study by excluding non-open-access articles, non-English publications, studies outside the 2020&#x2013;2024 period, conference papers, book chapters, and review articles. Therefore, the selected studies should be understood as a focused body of evidence on KM determinants rather than an exhaustive representation of the entire KM literature.</p>
            </sec>
            <sec id="sec9">
                <title>3.4 Study selection
</title>
                <p>1) Initial search (Identification)</p>
                <p>Scopus search with the single keyword &#x201c;Knowledge Management&#x201d; (TITLE-ABS-KEY) returned 33871 records.</p>
                <p>2) Limits/filters applied</p>
                <p>TITLE-ABS-KEY(&#x201c;Knowledge Management&#x201d;) AND PUBYEAR &gt; 2019 AND PUBYEAR &lt; 2025 AND (LIMIT-TO (DOCTYPE,&#x201c;ar&#x201d;)) AND (LIMIT-TO (SRCTYPE,&#x201c;j&#x201d;)) AND (LIMIT-TO (OA,&#x201c;all&#x201d;)) AND (LIMIT-TO (LANGUAGE,&#x201c;English&#x201d;))</p>
                <p>Records remaining: 4903</p>
                <p>3) Title/abstract screening (IC4)</p>
                <p>Include if the title/abstract explicitly indicates KM as the topic.</p>
                <p>Records remaining: 228</p>
                <p>4) Full-text eligibility (IC5)</p>
                <p>Include empirical studies that examine determinants/critical factors influencing KM. 44 articles included in the study.</p>
                <p>Further details of the query, filters, and counts are provided in 
                    <xref ref-type="table" rid="T1">Table 1</xref>.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>Table 1. </label>
                    <caption>
                        <title>Search strategy and results.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Stage</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
IC</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Inclusion rule</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Records (n)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Notes</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Identification</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">&#x2014;</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Scopus TITLE-ABS-KEY("Knowledge Management")</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">33871</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Initial hits (no filters)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Limits</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">IC1&#x2013;IC3</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">year=2020&#x2013;2024; DOCTYPE=ar; SRCTYPE=j; OA=all; English</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">4903</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Full query in sub section 3.4</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Title/Abstract screening</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">IC4</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Include if title/abstract explicitly indicates KM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">228</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Common exclusion: KM not explicit</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Full-text eligibility</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">IC5</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Include empirical studies on determinants/critical factors influencing KM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">44</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Exclusions: not empirical; no determinants focus</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>A PRISMA flow diagram was created and shown in 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref> to detail the article selection process.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>PRISMA Flow diagram.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/200471/7488437a-3a2f-46d3-88aa-3e47362a6f71_figure1.gif"/>
                </fig>
            </sec>
            <sec id="sec10">
                <title>3.5 Data extraction and analysis</title>
                <p>Data were independently extracted by two reviewers using a standardized form covering author name(s), year of publication, article title, research method/design, study purpose, and key findings/results. Any discrepancies were reconciled through discussion (with a third reviewer available if needed). Extracted records were organized into a master table and synthesized narratively/thematically to address the research questions, highlighting convergent patterns and notable divergences across studies.</p>
            </sec>
        </sec>
        <sec id="sec11" sec-type="result|discussion">
            <title>4. Result and discussion</title>
            <sec id="sec12">
                <title>4.1 Result and qualitative synthesis</title>
                <p>The chart in 
                    <xref ref-type="fig" rid="f2">
Figure 2</xref> shows the progression in the number of publications focusing on KM over the years. Between 2020 and 2022, the number of documents increased considerably, indicating a rising interest in KM as a research area. This growth could be linked to heightened awareness of its role in supporting digital transformation and organizational adaptability. By 2023, the number of publications reached its peak, exceeding 1,100, showcasing the topic&#x2019;s prominence and relevance during that year. However, a slight decline in the number of documents occurred in 2024, which may point to a shift in research priorities, the conclusion of significant studies, or natural variations in publication patterns. The chart reflects the growing importance of KM as a research field, driven by organizational demands in an increasingly digital and dynamic environment.</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>Distribution of selected studies over 5 years.</title>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/200471/7488437a-3a2f-46d3-88aa-3e47362a6f71_figure2.gif"/>
                </fig>
                <p>The research data from the SCOPUS database was retrieved using the following search terms: TITLE-ABS-KEY (&#x201c;Knowledge Management&#x201d;) AND (LIMIT-TO (DOCTYPE, &#x201c;ar&#x201d;)) AND (LIMIT-TO (SRCTYPE, &#x201c;j&#x201d;)). The initial search resulted in 33,871 articles. These articles were then filtered and selected based on the inclusion criteria specified in IC1-IC5 by reviewing their titles, abstracts, and keywords. This screening process reduced the selection to 228 articles, which were fully reviewed. After completing this thorough selection, 44 articles were chosen for further examination.</p>
                <p>From the 33.871 articles identified through Scopus, published between 2020 and 2024, these studies employed quantitative research approaches and explored various aspects of KM across different countries and industries. A qualitative analysis was also conducted on the 44 selected articles, as shown in 
                    <xref ref-type="table" rid="T2">
Table 2</xref>.</p>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>Qualitative synthesis.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">No</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Author</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Title</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Object</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Purpose</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref24">24</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Driving Sustainable Performance in SMEs Through Frugal Innovation: The Nexus of Sustainable Leadership, Knowledge Management, and Dynamic Capabilities</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">236 craft SMEs in East Java, Indonesia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study explores how sustainable leadership, dynamic capabilities, and knowledge management interplay with frugal innovation to enhance the sustainable performance of SMEs.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref17">17</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Big Data Analytics and Organizational Performance: Mediating Roles of Green Innovation and Knowledge Management in Telecommunications</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">384 management-level employees across five major telecom companies in Bangladesh</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study examines the impact of BDA on OP in Bangladesh&#x2019;s telecommunications industry, with green innovation (GI) and knowledge management (KM) as mediating variables and big data analytics technical capabilities (BDATCs) as a moderating variable.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref25">25</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Effects of strategic leadership on change management: examining the mediating roles of accountability, knowledge management, and organizational culture in public organizations: a study in Central Gondar, Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">366 respondents in public organizations in Central Gondar, Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study aims to investigate the effects of strategic leadership on change management within public organizations, mediated by organizational culture, knowledge management, and accountability.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref26">26</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enhancing Business Incubator Performances from Knowledge-Based Perspectives</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100 technology business incubators operating throughout Indonesia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study investigates 24 statement items aiming to uncover the factors influencing technology business incubators in Indonesia, focusing on knowledge management as a mediating variable from a knowledge-based perspective.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref14">14</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sustainable innovation and business success: The mediating roles of information technology capability and knowledge management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">180 SME in Saudi Arabia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">In this study, our goal was to explore the connections between Sustainable
                                    <break/>Innovation (SI), Business Success (BS), Information Technology Capability (ITC), and Knowledge Management (KM) within Small and Medium Enterprises (SMEs) in Saudi Arabia.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref27">27</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The role of digital literacy and knowledge management on process innovation in SMEs</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">489 owner SME in Indonesia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This research investigates the effect of digital literacy on knowledge management, digital literacy on process innovation, and financial management on process innovation.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref13">13</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">A mediated moderated analysis of knowledge management and stakeholder relationships between open innovation and performance of entrepreneurial firms</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">SME in Jordan</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Current research attempts to address the gaps by analyzing the intricacies and dynamics of entrepreneurial firms&#x2019; involvement in Open Innovation.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref28">28</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Navigating Innovation Highways: Unraveling the Entrepreneurial Culture's Role with Knowledge Management as the Mediator in Automotive Technology Innovations</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">In five hundred questionnaires, the study received responses from 53 managers and 332 employees in e-vehicle automobile industries in India</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study aims to determine the impact of entrepreneurial Culture on technical innovation in the e-vehicle automobile business and examine the role of knowledge management as a mediator.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref6">6</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Role of entrepreneurial orientation, information management, and knowledge management in improving firm performance</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">150 small and medium-sized firms that manufacture furniture in Poland</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The study aims to examine the causal relationship between IM and KM. Our sample consisted of 150 small and medium-sized firms manufacturing furniture in Poland.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref29">29</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The mediating role of knowledge management practices and balanced scorecard in the association between artificial intelligence and organization performance: evidence from MENA region commercial banks</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">594 employees working in commercial banks operated in the MENA region</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Consequently, this research aims to answer these calls by providing and empirically testing a conceptual model that simultaneously takes into account Ai, KMP, and BSC with regard to their interactions with and effects on op.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">11</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref7">7</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Assessing the mediating role of knowledge management in the relationship between technological innovation and sustainable competitive advantage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">370 respondents from 35 hotels</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study employed the resource-based view theory to investigate the relationships between technological innovation, knowledge management, and sustainable competitive advantage in the hospitality sector, focusing explicitly on hotels in the Yaounde and Douala regions of Cameroon.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">12</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref1">1</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Breaking down barriers: Exploring the impact of social capital on knowledge sharing and transfer in the workplace</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">30 information service firms in mainland China, resulting in 483 valid responses</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study delves into the influence of knowledge management processes on employees&#x2019; knowledge-sharing and transfer behaviors, viewed through the lens of the social exchange theory. It also probes the role of social capital in fostering and augmenting employees' involvement in refining these processes.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">13</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref11">11</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The analysis of a causal model of learning organization on sustainable organizational performance of public IT companies in China: Knowledge management practices and innovation capability as multiple mediators</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">46 employees from 10 public IT companies in China</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This research aims to empirically examine the role of learning organization practices in enhancing sustainable organizational performance, utilizing knowledge management and innovation capability as mediating variables.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">14</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref30">30</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Analyzing the impact of excellence practices on organizational performance: Knowledge management as a mediator in mobile network operators</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">256 employees within four MnOs in Yemen</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The purpose of this study is to analyze the impact of the eFQM excellence model in terms of the directional and execution excellence practices (the DePs and eePs) on organizational performance (OP). It also aims to analyze the mediation role of knowledge management processes (KMPs) between excellence practices and OP.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">15</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref31">31</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The influence of information technology, administrative management, and knowledge management practices on the success of e-government in Indonesia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">380 questionnaires were distributed to respondents online via email and other online media DKI Jakarta province in implementing E-Government</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This research aims to analyze the influence of information technology, administrative management, and knowledge management practices on the success of E-Government.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">16</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref32">32</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Organizational Integration, Knowledge Management, and Sustainable Entrepreneurship for SMEs in Developing Economies</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">490 SMEs Nigeria</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study underscores the indispensable role of knowledge management (KM) in promoting sustainable entrepreneurship (SE) among small and medium-sized enterprises (SMEs) in developing economies.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">17</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref2">2</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">An empirical study of critical success factors in implementing knowledge management systems (KMS): The moderating role of culture</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">IT employees from different service sectors in the United Arab Emirates</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This research focuses on the moderating effect of culture on the relationships between KMS and other variables affecting KMS in the service industry.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">18</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref15">15</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Driving intrapreneurial behavior through high-performance work systems</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Employee banks in Ecuador</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This paper analyzes the effect of employee perceptions of high-performance work systems on intrapreneurial behavior, with potential mediation by knowledge management processes.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">19</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref8">8</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Relationship between transformational leadership and knowledge management: The moderating effect of organizational culture</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">370 managerial staff members, both teaching and administrative, across various public universities in Peru</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study investigates how transformational leadership impacts knowledge management, focusing on the moderating effect of organizational culture.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">20</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref33">33</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Analyzing the effect of Corporate Social Responsibility on Green Innovation Performance in the Spanish wine industry: A structural equation modeling analysis</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">202 Spanish wineries</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The present research analyses how Corporate Social Responsibility (CSR) practices affect Green Innovation Performance (GIP) in the Spanish wine industry.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">21</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref12">12</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Knowledge Management as Driver of Women&#x2019;s Entrepreneurial Innovativeness</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">116 owner-managers SMEs in Bandung</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The goal of this research is to assess the entrepreneurial traits of women business owners in Bandung, Indonesia, including innovativeness, knowledge management, e-commerce adoption, risk-taking, and technology optimism.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">22</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref34">34</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Does knowledge management mediate the relationship between entrepreneurial orientation and firm performance?</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">150 small furniture manufacturers operating in Poland</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study investigates the impact of entrepreneurial orientation (EO) and knowledge management (KM) on firm performance (PERF), as well as the mediating role of KM in the EO&#x2013;PERF (EOPERF relationship).</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">23</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref35">35</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Politics or markets: The dual role of the motivation to achieve organizational legitimacy in the development of knowledge management capabilities and business model innovation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">236 Chinese new ventures running their businesses across a variety of sectors</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">We investigate how knowledge management capabilities affect business model innovation by exploring the dual role of different legitimation motivations in triggering knowledge management capabilities and moderating the relationship between knowledge management capabilities and business model innovation.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">24</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref4">4</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sustainable human resource management practices in organizational performance: The mediating impacts of knowledge management and work engagement</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">500 respondents from the sampling frame of general Jordanian public university lecturers</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This article presents a recent study outcome to examine (i) the mediating role of knowledge management and work engagement and (ii) the effect of sustainable HRM practices on organizational performance.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">25</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref36">36</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Clinical leadership and knowledge management: Essential role in patient safety culture?</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">237 nurses in Hospital &#x201c;X&#x201d; in West Nusa Tenggara</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study analyzes the influence of clinical leadership effectiveness on patient safety culture by distributing questionnaires to 237 nurses in Hospital &#x201c;X&#x201d; in West Nusa Tenggara.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">26</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref37">37</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Nurse Performance and Influence Factors in Discharge Planning Based on Knowledge Management SECI Model in Stroke Patients</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">133 stroke unit nurses at Jombang District Hospital, Ploso Hospital, and Jombang Hospital
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study aims to analyze the influence of nurse, family, patient, and organizational factors on the SECI Model knowledge management-based discharge planning in Jombang Regency, Indonesia.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">27</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref19">19</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integrated e-learning for knowledge management and its impact on innovation performance among Jordanian manufacturing sector companies</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">57 Jordanian manufacturing companies were the study samples, and 470 managers were involved in this study at strategic, tactical, and operational levels</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The present study investigated the relationship between knowledge management (KM) and innovation performance (IP). The mediating effect of knowledge Management was deeply explored.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">28</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref38">38</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Promoting intrapreneurial behavior in banking: The role of high-performance work systems, knowledge management processes, and supervisor support</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Front line employees Bank in Ecuador</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This paper analyzes the role of high-performance work systems, knowledge management processes, and supervisor support in promoting intrapreneurial behavior. The results indicate a positive and significant relationship between high-performance work systems and intrapreneurial behavior.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">29</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref39">39</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Investigating the Key Factors Influencing the Process Innovation Capability in Organizations: Evidence from the Republic of Serbia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">264 Serbian companies that implemented ISO 9001 standard point to quality management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study accentuates the importance of quality and knowledge management and their direct, mediating, and total effect on an organization&#x2019;s process innovations.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">30</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref3">3</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The role of strategic agility towards competitiveness with mediating effect of knowledge management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Workers public higher education institution in Jordan</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study examines strategic agility's role in achieving competitiveness by analyzing the mediating effect of the knowledge management construct in Jordanian&#x2019;s public higher education institutions.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">31</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref40">40</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The Impact of Employee Development Practices on Human Capital and Social Capital: The Mediating Contribution of Knowledge Management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">464 employees working at information and communications technology companies</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The current research aimed to consider the influence of employee development practices on intellectual capital through knowledge management.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">32</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref18">18</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Exploring the mediating role of knowledge management practices to corporate sustainability</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">130 respondents from nDhaka&#x2019;s textile sector, a significant sector of Bangladesh&#x2019;s economy and the world&#x2019;s second-largest ready-made garment (RMG) manufacturer and exporter</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study aims to elaborate on and recognize a model in which knowledge management practices affect corporate sustainability via corporate structure, corporate culture, corporate leadership style, and a unique social capital variable used for the first time.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">33</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref5">5</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">An Empirical Examination of Knowledge Management and Organizational Learning as Mediating Variables between HRM and Sustainable Organizational Performance</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">250 Questionnaires distributed to middle and top management levels in Thailand</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Therefore, this article examines the mediating roles of knowledge management (KM) and organizational learning (OL) in the relationship between HRM and the long-term or sustainable performance of Thai construction firms.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">34</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref41">41</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The Effect of Digitalization on Innovation Capabilities through the Lenses of the Knowledge Management Strategy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">620 Companies in Madrid</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">We proposed a comprehensive model that provides an integrative outlook on how the relationships between digitalization and knowledge management strategy predetermine the business results of the firm.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">35</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref20">20</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Knowledge management and intellectual capital in the business model innovation of Costa Rican manufacturing firms</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">100 Costa Rican manufacturing companies</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This article analyzes the impact of knowledge management and intellectual capital on companies' ability to generate business model innovation.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">36</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref16">16</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The Effects of Transformational Leadership on Organizational Performance: Testing the Mediating Effects of Knowledge Management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1129 employees ini Cyprus Security Forces</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The study analyzes the relationships between transformational leadership, knowledge management, organizational performance, job satisfaction, organizational learning, and knowledge creation processes.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">37</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref21">21</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The Relation among Organizational Culture, Knowledge Management, and Innovation Capability: Its Implication for Open Innovation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">182 high-tech firm&#x2019;s</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study was conducted to explore the relationship among organizational culture, knowledge management, and innovation capability in the open innovation environment and to provide useful suggestions and recommendations for managerial practices within the high-tech industry.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">38</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref42">42</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Examining the Link among Agility, Knowledge Management Practices and Firm Performance: Empirical Evidence from Electrical and Electronics Manufacturing Firms</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">85 manufacturing firms participated in this study</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The study empirically investigates the relationship between agility and knowledge management practices on firm performance among Malaysia's electrical and electronics manufacturing firms.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">39</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref9">9</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Factors Affecting Knowledge Management and Its Effect on Organizational Performance: Mediating the Role of Human Capital</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Steel plant in Afghanistan</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study aims to investigate and identify the factors affecting the empowerment and implementation of knowledge management in organizations and its impact on organizational performance.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">40</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref43">43</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sustainability Performance of Organization: Mediating Role of Knowledge Management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">99 respondents in Bali Province, Indonesia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study examined the relationship between organizational culture and leadership styles with knowledge management and sustainable performance.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">41</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref44">44</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Effect of grit on the teaching creativity of Indonesian teachers: The mediating role of organizational commitment and knowledge management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">496 Indonesian teachers located across four provinces (Jakarta, Banten, West Java, and Riau)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study explores the effect of grit on the teaching creativity of Indonesian teachers, mediated by organizational commitment and knowledge management.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">42</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref45">45</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Unleashing the Importance of TQM and Knowledge Management for Organizational Sustainability in the Age of Circular Economy</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">manufacturing sector of a developing economy (n = 510)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The present research aims to examine the association between the constructs of total quality management (TQM) and organizational sustainability (OS) with the mediating effect of knowledge management (KM) from the perspective of a circular economy.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">43</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref46">46</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Impact of strategic capabilities on organizational ambidexterity in the commercial banks in Jordan: The mediating role of knowledge management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Manager banks in Jordan</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">This study seeks to explain the impact of strategic capabilities on organizational ambidexterity in the presence of knowledge management.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">44</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <sup>
                                        <xref ref-type="bibr" rid="ref10">10</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The Effective Factors on Knowledge Management in Universities from Physical Education Instructors' Viewpoints</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">all the instructors of physical education in Zanjan universities (61 people) with more than three years of teaching record</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The present study aimed to investigate the relation of technology, Organizational culture and emotional intelligence with knowledge management using the mediators of organizational structure and empowerment.</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>Following the qualitative synthesis in 
                    <xref ref-type="table" rid="T2">Table 2</xref>, a consolidated overview of the key variables examined across the 44 included studies is presented in 
                    <xref ref-type="table" rid="T3">Table 3</xref>. The table reports each variable, its operational meaning in the KM context, and its frequency of occurrence across the sample. This summary provides a clear snapshot of the constructs most frequently linked to KM in business settings and sets up the subsequent discussion.</p>
                <table-wrap id="T3" orientation="portrait" position="float">
                    <label>Table 3. </label>
                    <caption>
                        <title>Summary of determinant variables.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">No</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Variables</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Description</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Frequency</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Leadership</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Leadership styles that enable KM processes and culture.</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">12</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Technology (IT, KMS, BDA, AI, digitalization)</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Digital tools and infrastructures that support knowledge acquisition, sharing, storage, and application.</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">15</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">3</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Entrepreneurial orientation (EO)</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Innovativeness, proactiveness, risk-taking that stimulate KM performance</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">7</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">4</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Strategic orientation</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Strategy alignment, agility, and capabilities that embed KM into organizational goals</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">9</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">5</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Learning orientation</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Continuous learning culture that strengthen KM routines</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">4</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">6</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Innovation</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Innovation practices enabled by (and enabling) KM for performance and advantage</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">16</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">7</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Human Resource Management (HRM)</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Hiring, training, engagement practices that foster knowledge sharing/use</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">6</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">8</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">High-performance work systems (HPWS)</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">HR practices that drive KM behaviors</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">2</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec13">
                <title>4.2 Discussion</title>
                <p>This systematic review explores the key factors influencing KM in business environments, analyzing 44 articles published between 2020 and 2024. The studies reviewed cover various aspects of KM, including methodologies, dimensions, and geographic contexts, offering a comprehensive understanding of its dynamics in organizational settings. The findings highlight the impact of leadership, technology, entrepreneurship, strategic orientation, learning orientation, human resources, high-performance work systems, and innovation on KM practices. Therefore, the discussion will focus on the importance of each variable and explore the challenges associated with their application based on the insights gathered from the selected articles.</p>
                <p>

                    <italic toggle="yes">4.2.1 Leadership</italic>
                </p>
                <p>The ten reviewed studies highlight that leadership is vital in enhancing KM within organizations. Leadership styles, such as transformational, sustainable, clinical, and strategic leadership, drive KM practices, fostering innovation, improving performance, and contributing to organizational sustainability. For instance, Achmad and Wiratmadja
                    <sup>
                        <xref ref-type="bibr" rid="ref24">24</xref>
                    </sup> demonstrate how sustainable leadership enhances KM practices to support frugal innovation and long-term performance in SMEs. Similarly, K&#x0131;l&#x0131;&#x00e7; and Uluda&#x011f;
                    <sup>
                        <xref ref-type="bibr" rid="ref16">16</xref>
                    </sup> and Sapta et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref43">43</xref>
                    </sup> emphasize the significant role of transformational leadership in promoting knowledge sharing and creation, leading to improved performance in public institutions and traditional organizations. Furthermore, Al-Sous et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref19">19</xref>
                    </sup> highlight the impact of knowledge-oriented leadership in fostering innovation performance through enhanced KM processes in Jordanian manufacturing firms.</p>
                <p>Several studies also explore KM and organizational culture&#x2019;s mediating and moderating roles in leadership-KM relationships. Ferede et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref25">25</xref>
                    </sup> identify KM as a key mediator between strategic leadership and organizational change, emphasizing the importance of accountability and cultural integration. Similarly, Makiah et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">36</xref>
                    </sup> show how clinical leadership in healthcare promotes patient safety culture by leveraging KM to facilitate knowledge sharing and organizational learning. Chung and Espinoza
                    <sup>
                        <xref ref-type="bibr" rid="ref8">8</xref>
                    </sup> further reveal that organizational culture strengthens the positive influence of transformational leadership on KM in academic institutions, highlighting the importance of a collaborative and adaptive culture. Additionally, studies such as Rezaei et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref9">9</xref>
                    </sup> and Hossain et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref18">18</xref>
                    </sup> demonstrate the role of KM in mediating leadership&#x2019;s influence on sustainable performance, underscoring its critical importance in leveraging human capital and ensuring long-term organizational success.</p>
                <p>These findings collectively underline the central role of leadership in fostering a knowledge-driven culture and optimizing KM practices. Leadership styles prioritizing collaboration, innovation, and accountability enable organizations to harness KM as a strategic tool for achieving competitive advantage, innovation, and sustainability. However, challenges such as resource constraints and resistance to knowledge sharing highlight the need for tailored leadership approaches and strategic investments in KM systems to maximize their impact. Leadership remains a cornerstone in driving effective KM across various sectors, fostering collaboration, innovation, and adaptability. By addressing existing challenges and exploring new approaches, leadership can further optimize KM practices, ultimately supporting organizational growth and long-term success in an ever-evolving global landscape.</p>
                <p>

                    <italic toggle="yes">4.2.2 Technology</italic>
                </p>
                <p>Technology has emerged as a cornerstone in advancing KM processes across diverse sectors, from education to government and private enterprises. Aljehani et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup> emphasize that integrating big data analytics (BDA) significantly enhances KM by enabling organizations to extract, store, and apply actionable insights that drive organizational performance. Similarly, Ram&#x00ed;rez et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref41">41</xref>
                    </sup> demonstrate the role of digitalization in fostering innovation capabilities through effective KM strategies, highlighting how digital tools optimize resource utilization and enhance decision-making processes. In the context of SMEs, Jasin et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref27">27</xref>
                    </sup> reveal that digital literacy empowers employees to leverage KM for process innovation, suggesting that technology facilitates knowledge sharing and utilization at all organizational levels.</p>
                <p>Moreover, advanced technologies such as artificial intelligence (AI) and knowledge management systems further strengthen KM practices. Mahboub and Ghanem
                    <sup>
                        <xref ref-type="bibr" rid="ref29">29</xref>
                    </sup> show that AI enhances knowledge acquisition, distribution, and application, significantly boosting organizational performance in the banking sector. Abu-Alsondos
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>
                    </sup> emphasizes the role of knowledge management system in facilitating collaboration and knowledge-sharing activities, improving decision-making and operational efficiency when aligned with organizational strategies. Shafiee et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> further elaborate on the importance of technology in supporting KM, illustrating its role in simplifying processes and ensuring knowledge accessibility within universities. These studies collectively underline the transformative role of technology in enhancing KM by enabling seamless communication, fostering collaboration, and driving innovation.</p>
                <p>Several studies show that technology&#x2019;s impact on KM extends to broader organizational outcomes. Susanto and Makmur
                    <sup>
                        <xref ref-type="bibr" rid="ref31">31</xref>
                    </sup> highlight how IT adoption in e-government frameworks improves public services and administrative efficiency while enabling robust KM practices. Rezaei et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref9">9</xref>
                    </sup> explore KM implementation in Afghanistan&#x2019;s Kabul Steel Plant, demonstrating that while technology positively influences KM, its success is amplified with leadership, organizational culture, and trust. In conclusion, integrating technology into knowledge management practices has proven to be a transformative force in driving innovation and organizational performance. By addressing challenges such as digital literacy gaps, resource limitations, and integration complexities, organizations can fully leverage technology&#x2019;s potential to create a sustainable competitive advantage and adapt to the demands of an increasingly digital and knowledge-driven world.</p>
                <p>

                    <italic toggle="yes">4.2.3 Entrepreneurial</italic>
                </p>
                <p>As the three reviewed studies highlighted, entrepreneurial orientation (EO) is crucial in shaping and enhancing organizational KM. These articles collectively demonstrate how entrepreneurial behaviors such as innovativeness, proactiveness, and risk-taking positively influence KM processes, which, in turn, contribute to improved firm performance and innovation. Sumathi and Padhy
                    <sup>
                        <xref ref-type="bibr" rid="ref28">28</xref>
                    </sup> highlight how an entrepreneurial culture in the electric vehicle sector in India drives technological innovation through KM, emphasizing the importance of knowledge acquisition, sharing, and utilization. Similarly, Kusa et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref34">34</xref>
                    </sup> identify KM as a critical mediator between EO dimensions and firm performance, demonstrating how entrepreneurial behaviors promote knowledge creation and sharing as strategic resources for competitive advantage. Additionally, Kusa et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref6">6</xref>
                    </sup> further reveal the causal relationship between EO and KM, showing that entrepreneurial efforts enhance KM practices and contribute to organizational growth and competitiveness.</p>
                <p>The studies collectively underline the significance of integrating entrepreneurial behaviors with KM to unlock innovation and sustain competitive advantages. Entrepreneurial orientation encourages aligning KM practices with strategic decision-making, enabling firms to capitalize on opportunities and navigate market dynamics effectively. However, challenges such as limited resources, underdeveloped KM systems, and industry-specific constraints highlight the need for further research. Addressing these challenges will enable organizations to strengthen the synergy between entrepreneurship and KM, ensuring sustainable growth and innovation. Fostering a strong alignment between entrepreneurial orientation and KM is essential for organizations to drive innovation, sustain competitive advantage, and adapt to dynamic market environments. By addressing existing challenges and leveraging entrepreneurial behaviors, firms can optimize knowledge processes for long-term growth and success.</p>
                <p>

                    <italic toggle="yes">4.2.4 Strategic orientation</italic>
                </p>
                <p>Effective strategy is dynamic, adaptive, and rooted in clearly understanding an organization&#x2019;s vision, mission, and objectives. A well-defined strategy ensures that KM is not an isolated function but an integrated component of the organization&#x2019;s overall direction. This alignment allows organizations to capture, share, and apply knowledge to support innovation, enhance decision-making, and improve operational efficiency. Abazeed
                    <sup>
                        <xref ref-type="bibr" rid="ref46">46</xref>
                    </sup> demonstrates that strategic capabilities, such as marketing and management, significantly enhance KM by aligning internal resources with market opportunities, particularly in the banking sector. Similarly, Abuanzeh et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref3">3</xref>
                    </sup> emphasize the impact of strategic agility on KM, showing that agility enables organizations to adapt to rapid market changes and improve their knowledge-sharing processes, ensuring competitiveness and sustainability. Abu-Alsondos
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>
                    </sup> adds that a well-defined organizational strategy is essential for the success of knowledge management systems, as it ensures that KM practices are aligned with corporate objectives, fostering resource optimization, knowledge sharing, and innovation.</p>
                <p>Rezaei et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref9">9</xref>
                    </sup> further highlight the importance of aligning KM initiatives with strategic objectives to foster knowledge sharing, innovation, and organizational learning. KM efforts may lack direction without a coherent strategy, resulting in suboptimal outcomes. Collectively, these studies underscore that strategic integration is pivotal to the success of KM, ensuring its alignment with organizational goals and enhancing adaptability, innovation, and performance. Future research should explore the influence of different strategic frameworks on KM effectiveness across industries and cultural contexts to provide deeper insights into their interplay.</p>
                <p>

                    <italic toggle="yes">4.2.5 Learning orientation</italic>
                </p>
                <p>Qin et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref11">11</xref>
                    </sup> emphasize that fostering a continuous organizational learning culture significantly improves KM practices, particularly in the Chinese IT sector. By embedding learning-oriented practices, organizations can optimize knowledge sharing, storage, and application, which is essential for navigating rapid technological changes and achieving sustainable performance. Similarly, Al-Sous et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref19">19</xref>
                    </sup> highlight the importance of integrating e-learning systems with KM in Jordanian manufacturing companies. Their findings show that e-learning enhances knowledge transfer, storage, and utilization as a strategic component of organizational learning, creating a dynamic environment that supports KM processes and improves organizational performance. Together, these studies underscore that cultivating a strong learning culture and leveraging technology-enabled learning systems are crucial for strengthening KM frameworks and ensuring adaptability and competitiveness in dynamic environments.</p>
                <p>

                    <italic toggle="yes">4.2.6 Innovation</italic>
                </p>
                <p>Innovation is deeply interconnected with the effective management of knowledge within an organization. KM facilitates innovation by providing the tools and processes to capture, share, and apply knowledge. This includes leveraging organizational knowledge to generate new ideas, fostering collaboration, and integrating knowledge into decision-making processes. Hussien et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>
                    </sup> highlight that sustainable innovation fosters KM by improving organizational processes and integrating innovative practices that align with knowledge management systems. Their study on SMEs in Saudi Arabia demonstrates how sustainable innovation supports the development of IT capabilities and KM practices, contributing to improved business performance. Similarly, Kanaan et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref13">13</xref>
                    </sup> emphasize the role of open innovation in entrepreneurial firms, illustrating that KM mediates the relationship between open innovation and organizational performance. This mediation demonstrates KM&#x2019;s pivotal role in utilizing innovation to enhance stakeholder relationships and achieve competitive advantages.</p>
                <p>Nyuga and Tanova
                    <sup>
                        <xref ref-type="bibr" rid="ref7">7</xref>
                    </sup> provide additional insights, focusing on the hospitality industry in Cameroon. Their study shows how technological innovation positively influences KM by enabling efficient collection, organization, and information sharing. When paired with technological advancements, they found that KM systems significantly enhance operational efficiency and service quality, contributing to sustainable competitive advantages. Organizations can better adapt to market demands and technological changesby fostering a culture of innovation and knowledge exchange.</p>
                <p>These studies collectively demonstrate the integral role of innovation in enhancing KM practices. Sustainable and technological innovations enable organizations to optimize KM systems, fostering a culture of continuous learning and adaptation. By leveraging innovation, organizations can effectively utilize knowledge, thus gaining a competitive edge and driving long-term success.</p>
                <p>

                    <italic toggle="yes">4.2.7 Human resource management (HRM)</italic>
                </p>
                <p>HRM functions such as recruitment, training, performance management, and employee development are critical in fostering a culture of knowledge sharing and utilization. By hiring individuals with the right skills and fostering continuous learning, organizations create an environment where knowledge can be effectively acquired, shared, and applied. The study by Kokkaew et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> highlights that effective HRM practices, when aligned with organizational learning, significantly enhance the processes of knowledge acquisition, sharing, and utilization in the Thai construction industry. They emphasize that the fragmented nature of construction work poses challenges to KM. However, HRM practices, such as selective recruitment and employee development, help overcome these barriers by fostering an environment conducive to learning and innovation.</p>
                <p>Similarly, Abu-Mahfouz et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref4">4</xref>
                    </sup> argue that sustainable HRM practices are essential for optimizing KM systems in higher education institutions in Jordan. Their findings reveal that practices like training, employee engagement, and structured development programs enhance KM&#x2019;s effectiveness and contribute to organizational performance. By integrating KM with HRM strategies, institutions can achieve greater collaboration, knowledge sharing, and innovation, reinforcing their competitive advantage in dynamic environments.</p>
                <p>Both studies highlight the essential interplay between HRM practices and KM, emphasizing that robust HRM systems are a foundation for effective KM implementation. Organizations should prioritize sustainable and learning-oriented HRM practices to cultivate a knowledge-driven culture that fosters long-term growth and adaptability in an ever-evolving business landscape. A strong focus on employee engagement and motivation ensures the seamless flow of knowledge across departments, enhancing organizational performance and competitiveness. Integrating HRM practices with KM strategies ultimately empowers organizations to establish a sustainable, knowledge-centered culture that drives innovation, resilience, and sustained success.</p>
                <p>

                    <italic toggle="yes">4.2.8 High-performance work systems</italic>
                </p>
                <p>High-performance work systems (HPWS) refer to interrelated HRM practices designed to maximize employee performance, engagement, and contribution to organizational goals. These systems typically include practices such as selective recruitment, comprehensive training, performance-based rewards, employee empowerment, and participative decision-making. By equipping employees with the necessary skills and providing opportunities for collaboration and autonomy, HPWS enables effective knowledge sharing, acquisition, and utilization. The study by Portalanza-Chavarr&#x00ed;a and Revuelto-Taboada
                    <sup>
                        <xref ref-type="bibr" rid="ref15">15</xref>
                    </sup> highlight that HPWS is pivotal in fostering knowledge-sharing processes, enhancing employee capabilities, and facilitating collaboration. These systems provide employees the necessary resources, training, and autonomy to participate actively in KM processes. By empowering employees through targeted HRM practices, HPWS encourages acquiring, sharing, and applying knowledge, which is essential for organizational learning and innovation.</p>
                <p>Similarly, Revuelto-Taboada et al.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">38</xref>
                    </sup> emphasize that HPWS are instrumental in promoting a knowledge-driven culture, particularly in knowledge-intensive industries like banking. Their findings suggest that HPWS creates an environment conducive to effective KM by aligning employee behaviors with organizational goals. HPWS facilitates knowledge acquisition and interpretation processes, enabling organizations to adapt to dynamic market conditions and maintain a competitive edge. These systems enhance individual and team knowledge-sharing behaviors and contribute to building a sustainable framework for continuous learning and innovation.</p>
                <p>Both studies underscore the importance of HPWS in driving KM processes. By integrating robust HRM practices into their strategies, organizations can establish a strong foundation for KM, ensuring adaptability and long-term success in an ever-changing business environment. HPWS is a critical enabler for fostering a knowledge-centered culture and enhancing organizational resilience and innovation capacity.</p>
            </sec>
            <sec id="sec14">
                <title>4.3 Conceptual framework</title>
                <p>Based on the synthesis of the reviewed studies, this review develops a conceptual framework to explain how the identified factors collectively support KM effectiveness. The framework is theoretically justified through a process-based understanding of KM, which explains KM effectiveness as the result of organizational conditions that support the creation, acquisition, sharing, storage, and application of knowledge. The framework is not intended to present the variables as isolated determinants. Instead, it organizes the factors according to their conceptual roles in supporting the core processes of KM. This process-based interpretation allows the findings to move beyond a descriptive list of variables and provides a more integrated explanation of how different organizational conditions shape KM effectiveness.</p>
                <p>The grouping of variables was developed inductively from recurring patterns in the reviewed studies. The categories were not determined solely based on frequency of occurrence, but on the conceptual function of each variable in relation to KM effectiveness. Thus, the grouping reflects how the reviewed studies position each factor in supporting KM, rather than merely how often each factor appears. Previous research included in this review shows that KM is shaped by strategic direction, technological infrastructure, human and learning-related capabilities, and innovation-oriented capability. Therefore, the eight identified variables are grouped into four conceptual categories: Strategic Drivers, Technological Enablers, Human and Learning Capabilities, and Innovation Capabilities.</p>
                <p>As summarized in 
                    <xref ref-type="table" rid="T4">Table 4</xref>, the eight identified variables are organized into four broader categories: Strategic Drivers, Technological Enablers, Human and Learning Capabilities, and Innovation Capabilities. Strategic Drivers capture studies that connect KM with leadership, strategy, and organizational alignment, such as Achmad and Wiratmadja,
                    <sup>
                        <xref ref-type="bibr" rid="ref24">24</xref>
                    </sup> Ferede et al.,
                    <sup>
                        <xref ref-type="bibr" rid="ref25">25</xref>
                    </sup> and Abuanzeh et al..
                    <sup>
                        <xref ref-type="bibr" rid="ref3">3</xref>
                    </sup> Technological Enablers reflect studies that position digital tools and systems as infrastructure for KM, including Aljehani et al.,
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup> Mahboub and Ghanem,
                    <sup>
                        <xref ref-type="bibr" rid="ref29">29</xref>
                    </sup> and S&#x00e1;nchez Ram&#x00ed;rez et al..
                    <sup>
                        <xref ref-type="bibr" rid="ref41">41</xref>
                    </sup> Human and Learning Capabilities are grounded in studies on HRM, HPWS, and learning-related practices, such as Kokkaew et al.,
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> Portalanza-Chavarr&#x00ed;a and Revuelto-Taboada,
                    <sup>
                        <xref ref-type="bibr" rid="ref15">15</xref>
                    </sup> and Qin et al..
                    <sup>
                        <xref ref-type="bibr" rid="ref11">11</xref>
                    </sup> Innovation Capabilities represent studies that link KM with entrepreneurial orientation, innovation, and organizational renewal, including Kusa et al.,
                    <sup>
                        <xref ref-type="bibr" rid="ref34">34</xref>
                    </sup> Kanaan et al.,
                    <sup>
                        <xref ref-type="bibr" rid="ref13">13</xref>
                    </sup> and Alfaro-Ramos and Ferreras-M&#x00e9;ndez.
                    <sup>
                        <xref ref-type="bibr" rid="ref20">20</xref>
                    </sup>
                </p>
                <table-wrap id="T4" orientation="portrait" position="float">
                    <label>Table 4. </label>
                    <caption>
                        <title>Conceptual grouping of KM factors</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Conceptual category</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Included variables</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Previous research</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Conceptual role in KM</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Strategic Drivers</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Leadership; Strategic orientation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Abu-Alsondos
                                    <sup>
                                        <xref ref-type="bibr" rid="ref2">2</xref>
                                    </sup>; Abuanzeh et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref3">3</xref>
                                    </sup>; Chung &amp; Espinoza
                                    <sup>
                                        <xref ref-type="bibr" rid="ref8">8</xref>
                                    </sup>; K&#x0131;l&#x0131;&#x00e7; &amp; Uluda&#x011f;
                                    <sup>
                                        <xref ref-type="bibr" rid="ref16">16</xref>
                                    </sup>; Achmad &amp; Wiratmadja
                                    <sup>
                                        <xref ref-type="bibr" rid="ref24">24</xref>
                                    </sup>; Ferede et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref25">25</xref>
                                    </sup>; Ong &amp; Tan
                                    <sup>
                                        <xref ref-type="bibr" rid="ref42">42</xref>
                                    </sup>; Sapta et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref43">43</xref>
                                    </sup>; Abazeed
                                    <sup>
                                        <xref ref-type="bibr" rid="ref46">46</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Provide direction, commitment, coordination, and strategic alignment for KM practices</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Technological Enablers</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Technology</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Abu-Alsondos
                                    <sup>
                                        <xref ref-type="bibr" rid="ref2">2</xref>
                                    </sup>; Shafiee et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref10">10</xref>
                                    </sup>; Hussien et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref14">14</xref>
                                    </sup>; Aljehani et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref17">17</xref>
                                    </sup>; Jasin et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref27">27</xref>
                                    </sup>; Mahboub &amp; Ghanem
                                    <sup>
                                        <xref ref-type="bibr" rid="ref29">29</xref>
                                    </sup>; Susanto &amp; Makmur
                                    <sup>
                                        <xref ref-type="bibr" rid="ref31">31</xref>
                                    </sup>; S&#x00e1;nchez Ram&#x00ed;rez et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref41">41</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Support knowledge acquisition, storage, sharing, and application through digital tools and systems</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Human and Learning Capabilities</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">HRM; HPWS; Learning orientation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Abu-Mahfouz et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref4">4</xref>
                                    </sup>; Kokkaew et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref5">5</xref>
                                    </sup>; Qin et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref11">11</xref>
                                    </sup>; Portalanza-Chavarr&#x00ed;a &amp; Revuelto-Taboada
                                    <sup>
                                        <xref ref-type="bibr" rid="ref15">15</xref>
                                    </sup>; Al-Sous et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref19">19</xref>
                                    </sup>; Revuelto-Taboada et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref38">38</xref>
                                    </sup>; Al-Tit et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref40">40</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Strengthen employee capability, motivation, participation, learning routines, and knowledge-sharing behavior</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Innovation Capabilities</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurial orientation; Innovation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Kusa et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref6">6</xref>
                                    </sup>; Nyuga &amp; Tanova
                                    <sup>
                                        <xref ref-type="bibr" rid="ref7">7</xref>
                                    </sup>; Fanaja et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref12">12</xref>
                                    </sup>; Kanaan et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref13">13</xref>
                                    </sup>; Alfaro-Ramos &amp; Ferreras-M&#x00e9;ndez
                                    <sup>
                                        <xref ref-type="bibr" rid="ref20">20</xref>
                                    </sup>; Lam et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref21">21</xref>
                                    </sup>; Sumathi &amp; Padhy
                                    <sup>
                                        <xref ref-type="bibr" rid="ref28">28</xref>
                                    </sup>; Kusa et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref34">34</xref>
                                    </sup>; Liao et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref35">35</xref>
                                    </sup>; &#x017d;i&#x017e;akov et al.
                                    <sup>
                                        <xref ref-type="bibr" rid="ref39">39</xref>
                                    </sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Support opportunity recognition, creativity, renewal, and knowledge-based innovation</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>A cross-study comparison shows that the reviewed literature does not position KM factors in the same way. Some studies treat KM as an outcome that is strengthened by leadership, strategy, technology, HRM, or learning-related practices. For example, studies on strategic agility and strategic capabilities emphasize the role of organizational direction in supporting KM.
                    <sup>
                        <xref ref-type="bibr" rid="ref3">3</xref>
                    </sup> Other studies position KM as a mediating mechanism that links organizational resources to broader outcomes, such as innovation, performance, sustainability, or competitive advantage. This pattern can be seen in studies linking artificial intelligence, entrepreneurial orientation, and innovation-related practices with KM and organizational outcomes.
                    <sup>
                        <xref ref-type="bibr" rid="ref29">29</xref>
                    </sup> In contrast, studies on HRM, HPWS, and learning orientation place greater emphasis on employee participation, capability development, and knowledge-sharing behavior as conditions that activate KM in organizational routines.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> These differences show that KM is not only influenced by separate factors, but also operates as a connecting mechanism between organizational conditions and organizational outcomes.</p>
                <p>Based on this grouping, 
                    <xref ref-type="fig" rid="f3">Figure 3</xref> visualizes the integrative conceptual framework of KM effectiveness. The framework shows that KM effectiveness is not shaped by a single determinant, but by the alignment of strategic, technological, human-learning, and innovation-related conditions.</p>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>
Figure 3. </label>
                    <caption>
                        <title>Integrative conceptual framework of KM.</title>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/200471/7488437a-3a2f-46d3-88aa-3e47362a6f71_figure3.gif"/>
                </fig>
                <p>As shown in 
                    <xref ref-type="fig" rid="f1">Figure 3</xref>, the framework should be read as a process-based synthesis. The four conceptual categories represent different organizational conditions that enable KM processes to operate more effectively. Strategic Drivers provide the direction and alignment needed to connect KM with broader organizational priorities, as reflected in studies on strategic agility and strategic capabilities.
                    <sup>
                        <xref ref-type="bibr" rid="ref3">3</xref>
                    </sup> Technological Enablers provide the infrastructure through which knowledge can be captured, processed, stored, and distributed, particularly in studies that examine digitalization, artificial intelligence, and big data analytics.
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup> Human and Learning Capabilities explain why KM cannot rely only on systems, because employee capability, learning routines, and participation are necessary for knowledge processes to become embedded in organizational practice.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> Innovation Capabilities further extend the framework by showing that KM is closely connected to creativity, opportunity development, and organizational renewal.
                    <sup>
                        <xref ref-type="bibr" rid="ref13">13</xref>
                    </sup>
                </p>
                <p>The arrows in 
                    <xref ref-type="fig" rid="f1">Figure 3</xref> indicate that the four categories influence KM effectiveness through the core processes of knowledge acquisition, sharing, storage, and application. This means that KM effectiveness does not emerge simply because an organization possesses leadership, technology, HRM practices, or innovation orientation. Instead, these conditions become meaningful when they strengthen how knowledge is acquired, shared among organizational members, retained in organizational systems, and applied in decision-making or problem-solving. For example, Abu-Alsondos
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>
                    </sup> shows that knowledge management systems are more effective when they are aligned with organizational strategy. Similarly, Mahboub and Ghanem
                    <sup>
                        <xref ref-type="bibr" rid="ref29">29</xref>
                    </sup> demonstrate that artificial intelligence contributes to organizational performance through KM practices, indicating that technological resources need to be translated into knowledge processes before they create value.</p>
                <p>The framework also emphasizes complementarity among the four categories. Strategic direction may define the purpose of KM, but it requires technological infrastructure to support knowledge flows. Digital tools may improve access to knowledge, but they may remain underutilized without employee motivation, learning orientation, and supportive work systems. Studies on HPWS suggest that employee involvement and supervisor support are important for activating knowledge-related behavior.
                    <sup>
                        <xref ref-type="bibr" rid="ref15">15</xref>
                    </sup> Likewise, innovation-oriented capability gives KM a renewal function by directing knowledge use toward opportunity recognition and new value creation, as shown in studies linking entrepreneurial orientation and KM with firm performance.
                    <sup>
                        <xref ref-type="bibr" rid="ref34">34</xref>
                    </sup> Therefore, the framework suggests that the contribution of each category becomes stronger when it is connected with the others.</p>
                <p>This interpretation helps clarify the conceptual contribution of the review. Instead of presenting the eight variables as separate determinants of KM, the framework organizes them into an integrated system of conditions that support KM processes. This structure shows that KM effectiveness depends on the alignment between strategic direction, technological infrastructure, human-learning capability, and innovation orientation. Such an interpretation is consistent with previous studies showing that KM becomes more effective when it is embedded in organizational strategy,
                    <sup>
                        <xref ref-type="bibr" rid="ref46">46</xref>
                    </sup> supported by digital capability,
                    <sup>
                        <xref ref-type="bibr" rid="ref41">41</xref>
                    </sup> reinforced by employee development practices,
                    <sup>
                        <xref ref-type="bibr" rid="ref40">40</xref>
                    </sup> and connected to innovation capability.
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> Therefore, the proposed framework strengthens the analytical value of the review by moving from a descriptive list of factors toward a more integrated explanation of KM effectiveness.</p>
            </sec>
            <sec id="sec15">
                <title>4.4 Theoretical and practical implications</title>
                <p>The conceptual framework developed in this review has several theoretical and practical implications. Theoretically, the framework suggests that KM effectiveness should not be understood as the result of a single dominant factor, but as the outcome of alignment among strategic, technological, human-learning, and innovation-related conditions. This implication is important because many KM studies tend to examine individual determinants separately. By organizing the identified variables into broader conceptual categories, this review offers a more integrated explanation of how KM is supported through knowledge acquisition, sharing, storage, and application.</p>
                <p>First, the findings imply that KM research needs to pay greater attention to the interdependence among organizational conditions. Strategic direction can guide KM priorities, but it may not produce effective KM when technological infrastructure, employee capability, and innovation orientation are weak. Previous studies on strategic agility and strategic capabilities show that strategy becomes meaningful for KM when it is connected to organizational adaptability and competitiveness.
                    <sup>
                        <xref ref-type="bibr" rid="ref3">3</xref>
                    </sup> Similarly, studies on digitalization and knowledge management systems indicate that technology contributes to KM only when it is embedded in organizational processes rather than treated as a standalone tool.
                    <sup>
                        <xref ref-type="bibr" rid="ref41">41</xref>
                    </sup> Therefore, future KM research should move beyond testing isolated relationships and examine how different categories of KM enablers interact with each other.</p>
                <p>Second, the framework has implications for how organizations design KM initiatives. Managers should avoid implementing KM as a purely technological project. Although digital tools, artificial intelligence, big data analytics, and knowledge management systems can support knowledge storage and distribution, their value depends on the organizational conditions that enable employees to use them effectively. For example, studies on big data analytics and artificial intelligence show that technology can improve KM and organizational outcomes when it supports knowledge processing and application.
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup> However, without employee readiness, learning routines, and supportive work systems, technological investment may not automatically strengthen KM effectiveness.</p>
                <p>Third, the findings highlight the importance of human and learning-related capabilities in KM implementation. Organizations need to ensure that employees are not only provided with access to knowledge, but are also motivated and capable of sharing, interpreting, and applying it. HRM, employee development, HPWS, and learning-oriented practices therefore need to be aligned with KM objectives. This implication is supported by studies showing that HRM and employee development practices strengthen KM through human capital, social capital, and organizational learning.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> In practical terms, organizations should integrate KM into training programs, performance evaluation, employee engagement systems, and collaborative work routines.</p>
                <p>Fourth, the framework implies that KM should be connected to innovation and organizational renewal. KM becomes more valuable when knowledge is not only stored or transferred, but also used to identify opportunities, solve problems, and generate new ideas. Studies on entrepreneurial orientation and open innovation show that KM supports creativity, innovation, and firm performance when knowledge is actively applied to opportunity development and renewal processes.
                    <sup>
                        <xref ref-type="bibr" rid="ref34">34</xref>
                    </sup> Therefore, organizations should design KM practices that encourage experimentation, cross-functional collaboration, and the transformation of knowledge into innovative outcomes.</p>
                <p>Finally, the framework provides implications for future research. Subsequent studies can use the four conceptual categories proposed in this review as a basis for developing more specific empirical models of KM effectiveness. Future research may examine whether Strategic Drivers, Technological Enablers, Human and Learning Capabilities, and Innovation Capabilities have different levels of influence across industries, organizational sizes, and national contexts. Researchers can also investigate whether KM processes mediate the relationship between these categories and organizational outcomes such as innovation performance, sustainability, competitive advantage, and organizational adaptability. In this way, the proposed framework can serve as a foundation for more theory-informed and empirically testable KM research.</p>
            </sec>
        </sec>
        <sec id="sec16" sec-type="conclusion">
            <title>5. Conclusion, Limitations, and Recommendations</title>
            <sec id="sec17">
                <title>5.1 Conclusion</title>
                <p>The discussions emphasize the pivotal role of KM as a faoundational element for organizational success. Across 44 studies, innovation and technology are the most frequent co-occurring drivers of KM, followed by leadership and strategic orientation. Entrepreneurial orientation, human resource management, learning orientation, and HPWS appear less often but consistently. Based on the synthesis, these factors can be understood through four broader conceptual categories: Strategic Drivers, Technological Enablers, Human and Learning Capabilities, and Innovation Capabilities.</p>
                <p>This review shows that KM effectiveness is not shaped by a single determinant, but by the alignment of strategic, technological, human-learning, and innovation-related conditions. Strategic Drivers provide direction and organizational alignment for KM practices. Technological Enablers support knowledge acquisition, storage, sharing, and application through digital tools and systems. Human and Learning Capabilities strengthen employee participation, learning routines, and knowledge-sharing behavior. Innovation Capabilities connect KM with creativity, opportunity recognition, and organizational renewal.</p>
                <p>Collectively, these findings indicate that KM should not be viewed merely as a set of separate practices, but as an integrated process that depends on the interaction of multiple organizational conditions. The conceptual framework developed in this review contributes by showing how the identified factors jointly support the core KM processes of knowledge acquisition, sharing, storage, and application. In doing so, the review provides a more structured understanding of how KM promotes innovation, adaptability, and sustained organizational performance.</p>
            </sec>
            <sec id="sec18">
                <title>5.2 Limitations</title>
                <p>This study should be interpreted in light of the methodological boundaries described in the Methods section. Because the review applied a focused search and eligibility strategy, the final body of evidence may not capture all relevant streams of KM scholarship, particularly studies that discuss KM-related issues using different terminology or appear outside the defined inclusion scope. Therefore, the findings should be understood as a focused synthesis of the selected studies rather than a complete representation of the entire KM literature.</p>
                <p>
Several specific limitations should be acknowledged. First, the review relied on Scopus as the only database, which means that relevant studies indexed in other databases may not have been captured. Second, the use of the specific keyword &#x201c;Knowledge Management&#x201d; may have excluded studies that examine related KM issues using different terms, such as knowledge sharing, knowledge transfer, knowledge creation, or knowledge application. Third, the inclusion criteria were limited to open-access, English-language journal articles published between 2020 and 2024. As a result, relevant non-open-access studies, non-English publications, and studies outside the selected period were not included. Future research should consider addressing these limitations by using multiple databases, broader keyword combinations, wider language coverage, and less restrictive inclusion criteria to provide a more comprehensive synthesis of KM scholarship.</p>
            </sec>
            <sec id="sec19">
                <title>5.3 Recommendations</title>
                <p>The findings suggest that organizations should integrate KM into their core strategies to optimize its potential. This requires aligning KM practices with strategic direction, investing in appropriate technological infrastructure, strengthening human resource and learning systems, and fostering an innovation-oriented culture. Managers should avoid treating KM as a purely technological initiative. Instead, KM should be designed as an organizational capability supported by leadership commitment, employee participation, continuous learning, and digital readiness.</p>
                <p>Practically, organizations need to ensure that knowledge is not only stored or shared, but also actively applied in decision-making, problem-solving, and innovation processes. Policymakers and industry leaders can support KM adoption by promoting access to digital infrastructure, developing training programs to improve organizational capabilities, and encouraging cross-industry knowledge-sharing initiatives. Organizations that align strategic, technological, human-learning, and innovation-related conditions will be better positioned to adapt to changing environments, generate new ideas, and maintain competitive advantage.</p>
                <p>Future research should further examine the relationships among the four conceptual categories proposed in this review: Strategic Drivers, Technological Enablers, Human and Learning Capabilities, and Innovation Capabilities. Subsequent studies may investigate whether these categories have different levels of influence across industries, organizational sizes, and cultural contexts. More importantly, future quantitative research is recommended to develop and test hypotheses based on the proposed conceptual framework. For example, researchers may examine the direct effects of these four categories on KM processes and KM effectiveness, as well as the mediating role of KM processes, such as knowledge acquisition, sharing, storage, and application, in linking organizational conditions to outcomes such as innovation performance, sustainability, adaptability, and competitive advantage. Methods such as structural equation modeling may be used to empirically validate the framework and assess the strength of relationships among its constructs. These directions will strengthen KM research by moving beyond the identification of individual factors toward a more integrated and empirically testable understanding of KM effectiveness.</p>
            </sec>
        </sec>
        <sec id="sec20">
            <title>Ethics and consent</title>
            <p>Ethical approval and consent were not required.</p>
        </sec>
    </body>
    <back>
        <sec id="sec21" sec-type="data-availability">
            <title>Data availability statement</title>
            <p>The data generated and/or analyzed during this study are available in the [figshare] repository, under the open license [CC-BY or CC0]. The data can be accessed via the following link: [
                <ext-link ext-link-type="uri" xlink:href="https://figshare.com/s/b942ac704f9726110ad3">https://figshare.com/s/b942ac704f9726110ad3</ext-link>] &amp; [
                <ext-link ext-link-type="uri" xlink:href="https://figshare.com/s/c7b55251c46c1fb15eb0">https://figshare.com/s/c7b55251c46c1fb15eb0</ext-link>], and the DOI assigned to this data is [
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.29467184">10.6084/m9.figshare.29467184</ext-link>] &amp; [
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.29467181">10.6084/m9.figshare.29467181</ext-link>].
                <sup>
                    <xref ref-type="bibr" rid="ref47">47</xref>
                </sup> The supplementary data for this study can be accessed via the following link: [
                <ext-link ext-link-type="uri" xlink:href="https://figshare.com/s/399ace89813b0ecb992f">https://figshare.com/s/399ace89813b0ecb992f</ext-link>], and the corresponding DOI is [
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.29467973">10.6084/m9.figshare.29467973</ext-link>].
                <sup>
                    <xref ref-type="bibr" rid="ref47">47</xref>
                </sup>
            </p>
            <p>Data are available under the terms of the 
                <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
        </sec>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <label>1</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Peng</surname>
                            <given-names>MYP</given-names>
                        </name>
</person-group>:
                    <article-title>Breaking down barriers: exploring the impact of social capital on knowledge sharing and transfer in the workplace.</article-title>
                    <source>

                        <italic toggle="yes">Humanit. Soc. Sci.</italic>
</source>
                    <year>Dec. 2024</year>;<volume>11</volume>(<issue>1</issue>).
                    <pub-id pub-id-type="doi">10.1057/s41599-024-03384-9</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref2">
                <label>2</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abu-Alsondos</surname>
                            <given-names>IA</given-names>
                        </name>
</person-group>:
                    <article-title>An empirical study of critical success factors in implementing knowledge management systems (KMS): The moderating role of culture.</article-title>
                    <source>

                        <italic toggle="yes">Uncertain Supply Chain Management.</italic>
</source>
                    <year>Sep. 2023</year>;<volume>11</volume>(<issue>4</issue>):<fpage>1527</fpage>&#x2013;<lpage>1538</lpage>.
                    <pub-id pub-id-type="doi">10.5267/j.uscm.2023.7.016</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref3">
                <label>3</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abuanzeh</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Alnawayseh</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Qtaishat</surname>
                            <given-names>G</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The role of strategic agility towards competitiveness with mediating effect of knowledge management.</article-title>
                    <source>

                        <italic toggle="yes">Uncertain Supply Chain Management.</italic>
</source>
                    <year>Sep. 2022</year>;<volume>10</volume>(<issue>4</issue>):<fpage>1523</fpage>&#x2013;<lpage>1534</lpage>.
                    <pub-id pub-id-type="doi">10.5267/j.uscm.2022.6.003</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref4">
                <label>4</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abu-Mahfouz</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Halim</surname>
                            <given-names>MSA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bahkia</surname>
                            <given-names>AS</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Sustainable human resource management practices in organizational performance: The mediating impacts of knowledge management and work engagement.</article-title>
                    <source>

                        <italic toggle="yes">J. Entrep. Manag. Innov.</italic>
</source>
                    <year>2023</year>;<volume>19</volume>(<issue>2</issue>):<fpage>57</fpage>&#x2013;<lpage>97</lpage>.
                    <pub-id pub-id-type="doi">10.7341/20231922</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref5">
                <label>5</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kokkaew</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Peansupap</surname>
                            <given-names>V</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jokkaw</surname>
                            <given-names>N</given-names>
                        </name>
</person-group>:
                    <article-title>An Empirical Examination of Knowledge Management and Organizational Learning as Mediating Variables between HRM and Sustainable Organizational Performance.</article-title>
                    <source>

                        <italic toggle="yes">Sustainability (Switzerland).</italic>
</source>
                    <year>Oct. 2022</year>;<volume>14</volume>(<issue>20</issue>).
                    <pub-id pub-id-type="doi">10.3390/su142013351</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref6">
                <label>6</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kusa</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Suder</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Duda</surname>
                            <given-names>J</given-names>
                        </name>
</person-group>:
                    <article-title>Role of entrepreneurial orientation, information management, and knowledge management in improving firm performance.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Inf. Manag.</italic>
</source>
                    <year>Oct. 2024</year>;<volume>78</volume>:<fpage>102802</fpage>.
                    <pub-id pub-id-type="doi">10.1016/j.ijinfomgt.2024.102802</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref7">
                <label>7</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Nyuga</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tanova</surname>
                            <given-names>C</given-names>
                        </name>
</person-group>:
                    <article-title>Assessing the mediating role of knowledge management in the relationship between technological innovation and sustainable competitive advantage.</article-title>
                    <source>

                        <italic toggle="yes">Heliyon.</italic>
</source>
                    <year>Dec. 2024</year>;<volume>10</volume>(<issue>23</issue>):<fpage>e39994</fpage>.
                    <pub-id pub-id-type="pmid">39654755</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.heliyon.2024.e39994</pub-id>
                    <pub-id pub-id-type="pmcid">PMC11626787</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref8">
                <label>8</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chung</surname>
                            <given-names>V</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Espinoza</surname>
                            <given-names>J</given-names>
                        </name>
</person-group>:
                    <article-title>Relationship between transformational leadership and knowledge management: The moderating effect of organizational culture.</article-title>
                    <source>

                        <italic toggle="yes">Knowl. Perform. Manag.</italic>
</source>
                    <year>2023</year>;<volume>7</volume>(<issue>1</issue>):<fpage>138</fpage>&#x2013;<lpage>149</lpage>.
                    <pub-id pub-id-type="doi">10.21511/kpm.07(1).2023.11</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref9">
                <label>9</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Rezaei</surname>
                            <given-names>F</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Khalilzadeh</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Soleimani</surname>
                            <given-names>P</given-names>
                        </name>
</person-group>:
                    <article-title>Factors Affecting Knowledge Management and Its Effect on Organizational Performance: Mediating the Role of Human Capital.</article-title>
                    <source>

                        <italic toggle="yes">Adv. Hum.-Comput. Interact.</italic>
</source>
                    <year>2021</year>;<volume>2021</volume>:<fpage>1</fpage>&#x2013;<lpage>16</lpage>.
                    <pub-id pub-id-type="doi">10.1155/2021/8857572</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref10">
                <label>10</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Shafiee</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Eskandaripour</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Soltani</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>The Effective Factors on Knowledge Management in Universities from Physical Education Instructors&#x2019; Viewpoints.</article-title>
                    <source>

                        <italic toggle="yes">Phys. Cult. Sport Stud. Res.</italic>
</source>
                    <year>Jun. 2020</year>;<volume>86</volume>(<issue>1</issue>):<fpage>49</fpage>&#x2013;<lpage>65</lpage>.
                    <pub-id pub-id-type="doi">10.2478/pcssr-2020-0012</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref11">
                <label>11</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Qin</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nagamatsu</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Panyasiri</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The analysis of a causal model of learning organization on sustainable organizational performance of public IT companies in China: Knowledge management practices and innovation capability as multiple mediators.</article-title>
                    <source>

                        <italic toggle="yes">J. Infras. Policy. Dev.</italic>
</source>
                    <year>2024</year>;<volume>8</volume>(<issue>12</issue>):<fpage>9249</fpage>.
                    <pub-id pub-id-type="doi">10.24294/jipd.v8i12.9249</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref12">
                <label>12</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Fanaja</surname>
                            <given-names>RA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Pradana</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Saputri</surname>
                            <given-names>ME</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Knowledge Management as Driver of Women&#x2019;s Entrepreneurial Innovativeness.</article-title>
                    <source>

                        <italic toggle="yes">J. Hum. Earth Future.</italic>
</source>
                    <year>2023</year>;<volume>4</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>9</lpage>.
                    <pub-id pub-id-type="doi">10.28991/HEF-2023-04-01-01</pub-id>
                    <ext-link ext-link-type="uri" xlink:href="http://www.HEFJournal.org">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref13">
                <label>13</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kanaan</surname>
                            <given-names>OA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Alsoud</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Asad</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>A mediated moderated analysis of knowledge management and stakeholder relationships between open innovation and performance of entrepreneurial firms.</article-title>
                    <source>

                        <italic toggle="yes">Uncertain Supply Chain Management.</italic>
</source>
                    <year>Sep. 2024</year>;<volume>12</volume>(<issue>4</issue>):<fpage>2383</fpage>&#x2013;<lpage>2398</lpage>.
                    <pub-id pub-id-type="doi">10.5267/j.uscm.2024.5.028</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref14">
                <label>14</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hussien</surname>
                            <given-names>BSA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Benlaria</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sadaoui</surname>
                            <given-names>N</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Sustainable innovation and business success: The mediating roles of information technology capability and knowledge management.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Adv. Appl. Sci.</italic>
</source>
                    <year>May 2024</year>;<volume>11</volume>(<issue>5</issue>):<fpage>166</fpage>&#x2013;<lpage>176</lpage>.
                    <pub-id pub-id-type="doi">10.21833/ijaas.2024.05.018</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref15">
                <label>15</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Portalanza-Chavarr&#x00ed;a</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Revuelto-Taboada</surname>
                            <given-names>L</given-names>
                        </name>
</person-group>:
                    <article-title>Driving intrapreneurial behavior through high-performance work systems.</article-title>
                    <source>

                        <italic toggle="yes">Int. Entrep. Manag. J.</italic>
</source>
                    <year>Jun. 2023</year>;<volume>19</volume>(<issue>2</issue>):<fpage>897</fpage>&#x2013;<lpage>921</lpage>.
                    <pub-id pub-id-type="doi">10.1007/s11365-023-00848-3</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref16">
                <label>16</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>K&#x0131;l&#x0131;&#x00e7;</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Uluda&#x011f;</surname>
                            <given-names>O</given-names>
                        </name>
</person-group>:
                    <article-title>The effects of transformational leadership on organizational performance: testing the mediating effects of knowledge management.</article-title>
                    <source>

                        <italic toggle="yes">Sustainability (Switzerland).</italic>
</source>
                    <year>Jul. 2021</year>;<volume>13</volume>(<issue>14</issue>).
                    <pub-id pub-id-type="doi">10.3390/su13147981</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref17">
                <label>17</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Aljehani</surname>
                            <given-names>SB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abdo</surname>
                            <given-names>KW</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nurul Alam</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Big Data Analytics and Organizational Performance: Mediating Roles of Green Innovation and Knowledge Management in Telecommunications.</article-title>
                    <source>

                        <italic toggle="yes">Sustainability.</italic>
</source>
                    <year>Sep. 2024</year>;<volume>16</volume>(<issue>18</issue>):<fpage>7887</fpage>.
                    <pub-id pub-id-type="doi">10.3390/su16187887</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref18">
                <label>18</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hossain</surname>
                            <given-names>MB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nassar</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Rahman</surname>
                            <given-names>MU</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Exploring the mediating role of knowledge management practices to corporate sustainability.</article-title>
                    <source>

                        <italic toggle="yes">J. Clean. Prod.</italic>
</source>
                    <year>Nov. 2022</year>;<volume>374</volume>:<fpage>133869</fpage>.
                    <pub-id pub-id-type="doi">10.1016/j.jclepro.2022.133869</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref19">
                <label>19</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Al-Sous</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Almajali</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Al-Radaideh</surname>
                            <given-names>AT</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Integrated e-learning for knowledge management and its impact on innovation performance among Jordanian manufacturing sector companies.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Data Netw. Sci.</italic>
</source>
                    <year>Dec. 2023</year>;<volume>7</volume>(<issue>1</issue>):<fpage>495</fpage>&#x2013;<lpage>504</lpage>.
                    <pub-id pub-id-type="doi">10.5267/j.ijdns.2022.8.009</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref20">
                <label>20</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Alfaro-Ramos</surname>
                            <given-names>AE</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ferreras-M&#x00e9;ndez</surname>
                            <given-names>JL</given-names>
                        </name>
</person-group>:
                    <article-title>Knowledge management and intellectual capital in the business model innovation of Costa Rican manufacturing firms.</article-title>
                    <source>

                        <italic toggle="yes">Tec. Empresarial.</italic>
</source>
                    <year>2022</year>;<volume>16</volume>(<issue>2</issue>):<fpage>18</fpage>&#x2013;<lpage>33</lpage>.
                    <pub-id pub-id-type="doi">10.18845/te.v16i2.6168</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref21">
                <label>21</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Lam</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nguyen</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Le</surname>
                            <given-names>N</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The relation among organizational culture, knowledge management, and innovation capability: Its implication for open innovation.</article-title>
                    <source>

                        <italic toggle="yes">J. Open Innov.: Technol. Mark. Complex.</italic>
</source>
                    <year>Mar. 2021</year>;<volume>7</volume>(<issue>1</issue>):<fpage>16</fpage>&#x2013;<lpage>66</lpage>.
                    <pub-id pub-id-type="doi">10.3390/joitmc7010066</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref22">
                <label>22</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kitchenham</surname>
                            <given-names>B</given-names>
                        </name>
</person-group>:
                    <article-title>Procedures for Performing Systematic Reviews.</article-title>
                    <year>2004</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.researchgate.net/publication/228756057">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref23">
                <label>23</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Pati</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lorusso</surname>
                            <given-names>LN</given-names>
                        </name>
</person-group>:
                    <article-title>How to Write a Systematic Review of the Literature.</article-title>
                    <source>

                        <italic toggle="yes">Health Environments Research and Design Journal.</italic>
</source>
                    <year>Jan. 2018</year>;<volume>11</volume>(<issue>1</issue>):<fpage>15</fpage>&#x2013;<lpage>30</lpage>.
                    <pub-id pub-id-type="doi">10.1177/1937586717747384</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref24">
                <label>24</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Achmad</surname>
                            <given-names>F</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wiratmadja</surname>
                            <given-names>II</given-names>
                        </name>
</person-group>:
                    <article-title>Driving Sustainable Performance in SMEs Through Frugal Innovation: The Nexus of Sustainable Leadership, Knowledge Management, and Dynamic Capabilities.</article-title>
                    <source>

                        <italic toggle="yes">IEEE Access.</italic>
</source>
                    <year>2024</year>;<volume>12</volume>:<fpage>103329</fpage>&#x2013;<lpage>103347</lpage>.
                    <pub-id pub-id-type="doi">10.1109/ACCESS.2024.3433474</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref25">
                <label>25</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ferede</surname>
                            <given-names>WL</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Endawoke</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tessema</surname>
                            <given-names>G</given-names>
                        </name>
</person-group>:
                    <article-title>Effects of strategic leadership on change management: examining the mediating roles of accountability, knowledge management, and organizational culture in public organizations: a study in Central Gondar, Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Cogent Bus Manag.</italic>
</source>
                    <year>2024</year>;<volume>11</volume>(<issue>1</issue>).
                    <pub-id pub-id-type="doi">10.1080/23311975.2024.2416613</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref26">
                <label>26</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Fithri</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hasan</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Syafrizal</surname>
                            <given-names>S</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Enhancing Business Incubator Performances from Knowledge-Based Perspectives.</article-title>
                    <source>

                        <italic toggle="yes">Sustainability (Switzerland).</italic>
</source>
                    <year>Aug. 2024</year>;<volume>16</volume>(<issue>15</issue>).
                    <pub-id pub-id-type="doi">10.3390/su16156303</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref27">
                <label>27</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Jasin</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Anisah</surname>
                            <given-names>HU</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Fatimah</surname>
                            <given-names>CEA</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The role of digital literacy and knowledge management on process innovation in SMEs.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Data Netw. Sci.</italic>
</source>
                    <year>Dec. 2024</year>;<volume>8</volume>(<issue>1</issue>):<fpage>337</fpage>&#x2013;<lpage>344</lpage>.
                    <pub-id pub-id-type="doi">10.5267/j.ijdns.2023.9.020</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref28">
                <label>28</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Sumathi</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Padhy</surname>
                            <given-names>PC</given-names>
                        </name>
</person-group>:
                    <article-title>Navigating Innovation Highways: Unraveling the Entrepreneurial Culture&#x2019;s Role with Knowledge Management as the Mediator in Automotive Technology Innovations.</article-title>
                    <source>

                        <italic toggle="yes">Qubahan Acad. J.</italic>
</source>
                    <year>2024</year>;<volume>4</volume>(<issue>1</issue>):<fpage>2024</fpage>.
                    <pub-id pub-id-type="doi">10.58429/qaj.v4n1a290</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref29">
                <label>29</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mahboub</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ghanem</surname>
                            <given-names>MG</given-names>
                        </name>
</person-group>:
                    <article-title>The mediating role of knowledge management practices and balanced scorecard in the association between artificial intelligence and organization performance: evidence from MENA region commercial banks.</article-title>
                    <source>

                        <italic toggle="yes">Cogent Bus Manag.</italic>
</source>
                    <year>2024</year>;<volume>11</volume>(<issue>1</issue>).
                    <pub-id pub-id-type="doi">10.1080/23311975.2024.2404484</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref30">
                <label>30</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Al-Shami</surname>
                            <given-names>AM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Al-Nashmi</surname>
                            <given-names>MM</given-names>
                        </name>
</person-group>:
                    <article-title>Analyzing the impact of excellence practices on organizational performance: knowledge management as a mediator in mobile network operators.</article-title>
                    <source>

                        <italic toggle="yes">Cogent Bus Manag.</italic>
</source>
                    <year>Dec. 2024</year>;<volume>11</volume>(<issue>1</issue>).
                    <pub-id pub-id-type="doi">10.1080/23311975.2024.2397565</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref31">
                <label>31</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Susanto</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Makmur</surname>
                            <given-names>H</given-names>
                        </name>
</person-group>:
                    <article-title>The influence of information technology, administrative management and knowledge management practices on the success of e-government in Indonesia.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Data Netw. Sci.</italic>
</source>
                    <year>Sep. 2024</year>;<volume>8</volume>(<issue>4</issue>):<fpage>2119</fpage>&#x2013;<lpage>2126</lpage>.
                    <pub-id pub-id-type="doi">10.5267/j.ijdns.2024.6.019</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref32">
                <label>32</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Akinlotu</surname>
                            <given-names>O</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Cavlan</surname>
                            <given-names>GI</given-names>
                        </name>
</person-group>:
                    <article-title>Organizational Integration, Knowledge Management, and Sustainable Entrepreneurship for SMEs in Developing Economies.</article-title>
                    <source>

                        <italic toggle="yes">Economics.</italic>
</source>
                    <year>Jan. 2023</year>;<volume>17</volume>(<issue>1</issue>).
                    <pub-id pub-id-type="doi">10.1515/econ-2022-0046</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref33">
                <label>33</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mart&#x00ed;nez-Falc&#x00f3;</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Marco-Lajara</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Zaragoza-S&#x00e1;ez</surname>
                            <given-names>P</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Analyzing the effect of Corporate Social Responsibility on Green Innovation Performance in the Spanish wine industry: A structural equation modeling analysis.</article-title>
                    <source>

                        <italic toggle="yes">Agribusiness.</italic>
</source>
                    <year>Oct. 2023</year>;<volume>39</volume>(<issue>4</issue>):<fpage>985</fpage>&#x2013;<lpage>1006</lpage>.
                    <pub-id pub-id-type="doi">10.1002/agr.21820</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref34">
                <label>34</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kusa</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Suder</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Duda</surname>
                            <given-names>J</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Does knowledge management mediate the relationship between entrepreneurial orientation and firm performance?</article-title>
                    <source>

                        <italic toggle="yes">J. Knowl. Manag.</italic>
</source>
                    <year>2023</year>;<volume>28</volume>(<issue>11</issue>):<fpage>33</fpage>&#x2013;<lpage>61</lpage>.
                    <pub-id pub-id-type="doi">10.1108/JKM-07-2023-0608</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref35">
                <label>35</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Liao</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wei</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hu</surname>
                            <given-names>Q</given-names>
                        </name>
</person-group>:
                    <article-title>Politics or markets: The dual role of the motivation to achieve organizational legitimacy in the development of knowledge management capabilities and business model innovation.</article-title>
                    <source>

                        <italic toggle="yes">Front. Psychol.</italic>
</source>
                    <year>2023</year>;<volume>14</volume>.
                    <pub-id pub-id-type="pmid">37287783</pub-id>
                    <pub-id pub-id-type="doi">10.3389/fpsyg.2023.1112240</pub-id>
                    <pub-id pub-id-type="pmcid">PMC10243169</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref36">
                <label>36</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Makiah</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Noermijati</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hadiwidjojo</surname>
                            <given-names>D</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Clinical leadership and knowledge management: Essential role in patient safety culture?</article-title>
                    <source>

                        <italic toggle="yes">Uncertain Supply Chain Management.</italic>
</source>
                    <year>Jun. 2023</year>;<volume>11</volume>(<issue>3</issue>):<fpage>1295</fpage>&#x2013;<lpage>1304</lpage>.
                    <pub-id pub-id-type="doi">10.5267/j.uscm.2023.3.018</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref37">
                <label>37</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Siskaningrum</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yusuf</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mahmudah</surname>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Nurse Performance and Influence Factors in Discharge Planning Based on Knowledge Management SECI Model in Stroke Patients.</article-title>
                    <source>

                        <italic toggle="yes">J. Med. Chem. Sci.</italic>
</source>
                    <year>Oct. 2023</year>;<volume>6</volume>(<issue>10</issue>):<fpage>2558</fpage>&#x2013;<lpage>2568</lpage>.
                    <pub-id pub-id-type="doi">10.26655/JMCHEMSCI.2023.10.30</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref38">
                <label>38</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Revuelto-Taboada</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Portalanza-Chavarr&#x00ed;a</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Cede&#x00f1;o-Alejandro</surname>
                            <given-names>F</given-names>
                        </name>
</person-group>:
                    <article-title>Promoting intrapreneurial behavior in banking: the role of high-performance work systems, knowledge management processes, and supervisor support.</article-title>
                    <source>

                        <italic toggle="yes">Serv. Bus.</italic>
</source>
                    <year>Sep. 2023</year>;<volume>17</volume>(<issue>3</issue>):<fpage>789</fpage>&#x2013;<lpage>817</lpage>.
                    <pub-id pub-id-type="doi">10.1007/s11628-023-00539-7</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref39">
                <label>39</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>&#x017d;i&#x017e;akov</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Vuckovic</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Vulanovi&#x0107;</surname>
                            <given-names>S</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Investigating the Key Factors Influencing the Process Innovation Capability in Organizations: Evidence from the Republic of Serbia.</article-title>
                    <source>

                        <italic toggle="yes">Sustainability (Switzerland).</italic>
</source>
                    <year>May 2023</year>;<volume>15</volume>(<issue>10</issue>).
                    <pub-id pub-id-type="doi">10.3390/su15108158</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref40">
                <label>40</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Al-Tit</surname>
                            <given-names>AA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Al-Ayed</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Alhammadi</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The Impact of Employee Development Practices on Human Capital and Social Capital: The Mediating Contribution of Knowledge Management.</article-title>
                    <source>

                        <italic toggle="yes">J. Open Innov.: Technol. Mark. Complex.</italic>
</source>
                    <year>Dec. 2022</year>;<volume>8</volume>(<issue>4</issue>):<fpage>218</fpage>.
                    <pub-id pub-id-type="doi">10.3390/joitmc8040218</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref41">
                <label>41</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>S&#x00e1;nchez Ram&#x00ed;rez</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Guadamillas G&#x00f3;mez</surname>
                            <given-names>F</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gonz&#x00e1;lez Ramos</surname>
                            <given-names>MI</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The Effect of Digitalization on Innovation Capabilities through the Lenses of the Knowledge Management Strategy.</article-title>
                    <source>

                        <italic toggle="yes">Adm. Sci.</italic>
</source>
                    <year>Dec. 2022</year>;<volume>12</volume>(<issue>4</issue>).
                    <pub-id pub-id-type="doi">10.3390/admsci12040144</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref42">
                <label>42</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ong</surname>
                            <given-names>EC</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tan</surname>
                            <given-names>CL</given-names>
                        </name>
</person-group>:
                    <article-title>Examining the Link among Agility, Knowledge Management Practices and Firm Performance: Empirical Evidence from Electrical and Electronics Manufacturing Firms.</article-title>
                    <source>

                        <italic toggle="yes">Jurnal Pengurusan.</italic>
</source>
                    <year>2021</year>;<volume>61</volume>:<fpage>1</fpage>&#x2013;<lpage>16</lpage>.
                    <pub-id pub-id-type="doi">10.17576/pengurusan-2021-61-01</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref43">
                <label>43</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Sapta</surname>
                            <given-names>IKS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sudja</surname>
                            <given-names>IN</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Landra</surname>
                            <given-names>IN</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Sustainability performance of organization: Mediating role of knowledge management.</article-title>
                    <source>

                        <italic toggle="yes">Economies.</italic>
</source>
                    <year>Sep. 2021</year>;<volume>9</volume>(<issue>3</issue>).
                    <pub-id pub-id-type="doi">10.3390/economies9030097</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref44">
                <label>44</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Widodo</surname>
                            <given-names>W</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gunawan</surname>
                            <given-names>RMB</given-names>
                        </name>
</person-group>:
                    <article-title>Effect of grit on the teaching creativity of Indonesian teachers: The mediating role of organizational commitment and knowledge management.</article-title>
                    <source>

                        <italic toggle="yes">Cogent Education.</italic>
</source>
                    <year>2021</year>;<volume>8</volume>(<issue>1</issue>).
                    <pub-id pub-id-type="doi">10.1080/2331186X.2021.2006111</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref45">
                <label>45</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zhang</surname>
                            <given-names>B</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Unleashing the importance of tqm and knowledge management for organizational sustainability in the age of circular economy.</article-title>
                    <source>

                        <italic toggle="yes">Sustainability (Switzerland).</italic>
</source>
                    <year>Oct. 2021</year>;<volume>13</volume>(<issue>20</issue>).
                    <pub-id pub-id-type="doi">10.3390/su132011514</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref46">
                <label>46</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mohammed Abazeed</surname>
                            <given-names>RA</given-names>
                        </name>
</person-group>:
                    <article-title>Impact of strategic capabilities on organizational ambidexterity in the commercial banks in Jordan: The mediating role of knowledge management.</article-title>
                    <source>

                        <italic toggle="yes">Manag. Sci. Lett.</italic>
</source>
                    <year>2020</year>;<volume>10</volume>(<issue>7</issue>):<fpage>1445</fpage>&#x2013;<lpage>1456</lpage>.
                    <pub-id pub-id-type="doi">10.5267/j.msl.2019.12.023</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref47">
                <label>47</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mardian</surname>
                            <given-names>MT</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Al Musadieq</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Iqbal</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>&#x201c;Understanding the Key Factors Influencing Knowledge Management in Business Environments: A Systematic Review&#x201d; (PRISMA checklist and Flowchart, Extended data).</article-title>
                    <year>2025</year>.
                    <pub-id pub-id-type="doi">10.6084/m9.figshare.29467184</pub-id>
                    <pub-id pub-id-type="doi">10.6084/m9.figshare.29467181</pub-id>
                    <pub-id pub-id-type="doi">10.6084/m9.figshare.29467973</pub-id>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report486333">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.200471.r486333</article-id>
            <title-group>
                <article-title>Reviewer response for version 3</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Ogutu</surname>
                        <given-names>Hellen</given-names>
                    </name>
                    <xref ref-type="aff" rid="r486333a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r486333a1">
                    <label>1</label>Doctoral School of Economics and Regional Science,, Godollo, Hungary</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>15</day>
                <month>6</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Ogutu H</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport486333" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.165390.3"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <bold>
                    <italic>Decision: Minor Revision</italic>
                </bold>
            </p>
            <p> </p>
            <p> The revised manuscript is substantially stronger than previous versions and demonstrates clear effort in responding to reviewer feedback. The introduction, methodology, conceptual framework, implications, and conclusion sections have all improved. The proposed framework represents the manuscript's principal contribution and provides a useful basis for future KM research. Before indexing, the paper would benefit from deeper critical synthesis of the reviewed studies, stronger theoretical anchoring, discussion of study quality and research biases, and minor language and formatting corrections. Subject to these revisions, the manuscript is suitable for indexing.</p>
            <p> </p>
            <p> 
                <bold>Review Comments and 
                    <italic>Recommendation to the Authors</italic>
                </bold>
            </p>
            <p> </p>
            <p> 
                <bold>
                    <italic>Decision: Minor Revision</italic>
                </bold>
            </p>
            <p> The manuscript has improved considerably and now makes a meaningful contribution to the KM literature through its integrative framework.</p>
            <p> The major concerns raised in earlier reviews have largely been addressed.</p>
            <p> However, manuscript would benefit from one final round of revision focused on: 
                <list list-type="order">
                    <list-item>
                        <p>
                            <italic>Increasing critical synthesis rather than description.</italic>
                        </p>
                    </list-item>
                    <list-item>
                        <p>
                            <italic>Discussing methodological weaknesses of reviewed studies.</italic>
                        </p>
                    </list-item>
                    <list-item>
                        <p>
                            <italic>Acknowledging the absence of quality appraisal.</italic>
                        </p>
                    </list-item>
                    <list-item>
                        <p>
                            <italic>Strengthening theoretical grounding.</italic>
                        </p>
                    </list-item>
                    <list-item>
                        <p>
                            <italic>Correcting remaining language and formatting issues.</italic>
                        </p>
                    </list-item>
                </list> 
                <italic>Provided these issues are addressed satisfactorily, the manuscript would be suitable for indexing.</italic>
            </p>
            <p>Are the rationale for, and objectives of, the Systematic Review clearly stated?</p>
            <p>Partly</p>
            <p>Is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>If this is a Living Systematic Review, is the &#x2018;living&#x2019; method appropriate and is the search schedule clearly defined and justified? (&#x2018;Living Systematic Review&#x2019; or a variation of this term should be included in the title.)</p>
            <p>Not applicable</p>
            <p>Are sufficient details of the methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results presented in the review?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Knowledge Management and Sustainability</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report443025">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.193303.r443025</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Ogutu</surname>
                        <given-names>Hellen</given-names>
                    </name>
                    <xref ref-type="aff" rid="r443025a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r443025a1">
                    <label>1</label>Doctoral School of Economics and Regional Science,, Godollo, Hungary</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>8</day>
                <month>1</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Ogutu H</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport443025" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.165390.2"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>reject</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <bold>Summary of the reviewer&#x2019;s evaluation</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>The manuscript addresses a 
                            <bold>relevant topic.</bold>&#x00a0;However, the review is 
                            <bold>largely descriptive</bold>. It identifies key KM factors but does not sufficiently explain 
                            <bold>what is new</bold> compared to existing KM reviews, nor does it integrate the findings through a clear 
                            <bold>theoretical lens</bold>.</p>
                    </list-item>
                    <list-item>
                        <p>The research question is broad, and the conceptual framework requires stronger theoretical justification.</p>
                    </list-item>
                    <list-item>
                        <p>The 
                            <bold>search strategy is narrow</bold> (single database and keyword), and the 
                            <bold>exclusion criteria, </bold>especially the exclusion of review articles, are weakly justified. These choices limit coverage and raise concerns about selection bias.</p>
                    </list-item>
                    <list-item>
                        <p>The 
                            <bold>discussion and conclusions</bold> summarize findings, but lack deeper 
                            <bold>analytical synthesis</bold>, cross-study comparison, and explanation of relationships among factors.</p>
                    </list-item>
                </list> 
                <bold>Overall recommendation:</bold>
            </p>
            <p> &#x2714;
                <bold> Not Approved&#x00a0;</bold>
            </p>
            <p> The paper is indexable in principle, but it requires&#x00a0;
                <bold>(very) major revisions, a</bold>&#x00a0;stronger theoretical integration, clearer articulation of contribution, deeper analytical synthesis, and more critical reflection on methodological choices to reach its full scholarly potential.</p>
            <p>Are the rationale for, and objectives of, the Systematic Review clearly stated?</p>
            <p>Partly</p>
            <p>Is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>If this is a Living Systematic Review, is the &#x2018;living&#x2019; method appropriate and is the search schedule clearly defined and justified? (&#x2018;Living Systematic Review&#x2019; or a variation of this term should be included in the title.)</p>
            <p>Not applicable</p>
            <p>Are sufficient details of the methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results presented in the review?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Knowledge Management and Sustainability</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to state that I do not consider it to be of an acceptable scientific standard, for reasons outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment16054-443025">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Mardian</surname>
                            <given-names>Muhammad Taufik</given-names>
                        </name>
                        <aff>Faculty of Administrative Scie, Brawijaya University, Malang, East Java, Indonesia</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>27</day>
                    <month>4</month>
                    <year>2026</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Thank you for this valuable comment. We agree that the previous version was largely descriptive and did not sufficiently clarify the novelty of the review. In response, we revised the Introduction to explain the novelty more clearly. The manuscript now emphasizes that the review does not only identify KM-related factors, but also organizes them into an integrative conceptual framework. This revision helps move the manuscript beyond a descriptive list of variables and provides a clearer conceptual contribution.</p>
                <p> </p>
                <p> 1.&#x00a0;The manuscript addresses a&#x00a0;relevant topic.&#x00a0;However, the review is&#x00a0;largely descriptive. It identifies key KM factors but does not sufficiently explain&#x00a0;what is new&#x00a0;compared to existing KM reviews, nor does it integrate the findings through a clear&#x00a0;theoretical lens.</p>
                <p> 
                    <bold>Author response:</bold> Thank you for this comment. We revised the Introduction to clarify the novelty of the study. The manuscript now explains that the review does not only identify KM factors, but also organizes them into an integrative conceptual framework. In addition, we added a new subsection, Section 4.3 Conceptual Framework, to synthesize the identified factors into broader conceptual categories and explain their contribution to KM effectiveness.</p>
                <p> </p>
                <p> 2.&#x00a0;The research question is broad, and the conceptual framework requires stronger theoretical justification.</p>
                <p> 
                    <bold>Author response: </bold>Thank you for the suggestion. We revised the research question to make it more focused and aligned with the conceptual framework. We also strengthened the theoretical justification by explaining the process-based understanding of KM in the Literature Review and Discussion sections.</p>
                <p> </p>
                <p> 3.&#x00a0;The&#x00a0;search strategy is narrow&#x00a0;(single database and keyword), and the&#x00a0;exclusion criteria,&#x00a0;especially the exclusion of review articles, are weakly justified. These choices limit coverage and raise concerns about selection bias.</p>
                <p> 
                    <bold>Author response:</bold> Thank you for highlighting this issue. We added further explanation in the Methods section to clarify that the use of Scopus as a single database, the keyword &#x201c;Knowledge Management,&#x201d; and the inclusion/exclusion criteria represent methodological limitations of this review. We also added a dedicated Limitations section acknowledging that these choices may limit coverage and introduce potential selection bias.</p>
                <p> </p>
                <p> 4.&#x00a0;The&#x00a0;discussion and conclusions&#x00a0;summarize findings, but lack deeper&#x00a0;analytical synthesis, cross-study comparison, and explanation of relationships among factors.</p>
                <p> 
                    <bold>Author response:</bold> Thank you for this valuable comment. We revised the Discussion by adding a conceptual framework section, cross-study comparison, and explanation of relationships among the identified factors. The Conclusion was also revised to emphasize the integrated interpretation of the findings rather than only summarizing individual variables.</p>
            </body>
        </sub-article>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report409817">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.182019.r409817</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Zia</surname>
                        <given-names>Umair</given-names>
                    </name>
                    <xref ref-type="aff" rid="r409817a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-2895-8865</uri>
                </contrib>
                <aff id="r409817a1">
                    <label>1</label>Zhengzhou University, Zhengzhou, China</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>19</day>
                <month>9</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Zia U</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
                <license>
                    <license-p>The author(s) is/are employees of the US Government and therefore domestic copyright protection in USA does not apply to this work. The work may be protected under the copyright laws of other jurisdictions when used in those jurisdictions.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport409817" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.165390.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>reject</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>This study systematically reviews 44 articles between (2020&#x2013;2024) using PRISMA to examine critical factors shaping knowledge management (KM) in business.&#x00a0;The paper lacks methodological rigor, as the review process and criteria for selecting the 44 articles are not sufficiently detailed or justified, which undermines the credibility of the reseach findings.</p>
            <p>Are the rationale for, and objectives of, the Systematic Review clearly stated?</p>
            <p>Partly</p>
            <p>Is the statistical analysis and its interpretation appropriate?</p>
            <p>I cannot comment. A qualified statistician is required.</p>
            <p>If this is a Living Systematic Review, is the &#x2018;living&#x2019; method appropriate and is the search schedule clearly defined and justified? (&#x2018;Living Systematic Review&#x2019; or a variation of this term should be included in the title.)</p>
            <p>Not applicable</p>
            <p>Are sufficient details of the methods and analysis provided to allow replication by others?</p>
            <p>No</p>
            <p>Are the conclusions drawn adequately supported by the results presented in the review?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Green, Knolwegde management. Organizational performance</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to state that I do not consider it to be of an acceptable scientific standard, for reasons outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment15042-409817">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Mardian</surname>
                            <given-names>Muhammad Taufik</given-names>
                        </name>
                        <aff>Faculty of Administrative Scie, Brawijaya University, Malang, East Java, Indonesia</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>9</day>
                    <month>12</month>
                    <year>2025</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Thank you for this valuable comment regarding the methodological rigour of the review. The Methods section has been revised to provide a clearer and more transparent account of the review process and article selection. In particular, a new Table 1 (&#x201c;Search strategy and results&#x201d;) has been added, summarising each screening stage, the corresponding inclusion criteria, and the number of records retained at each step, from initial identification to full-text eligibility. The description of the inclusion and exclusion criteria has also been refined to better justify the selection of the final 44 articles. These revisions are intended to strengthen the credibility and replicability of the review.&#x00a0;We sincerely appreciate your constructive feedback and consideration, which have been very helpful in improving the methodological clarity and overall quality of our manuscript.</p>
            </body>
        </sub-article>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report407295">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.182019.r407295</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Chaniago</surname>
                        <given-names>Harmon</given-names>
                    </name>
                    <xref ref-type="aff" rid="r407295a2">2</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-7089-5757</uri>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <surname>Efawati</surname>
                        <given-names>Yen</given-names>
                    </name>
                    <xref ref-type="aff" rid="r407295a1">1</xref>
                    <role>Co-referee</role>
                </contrib>
                <aff id="r407295a1">
                    <label>1</label>Magister Management, Adhirajasa Reswara Sanjaya University, Bandung, JAWA BARAT, Indonesia</aff>
                <aff id="r407295a2">
                    <label>2</label>Bandung State Polytechnic, Bandung, Indonesia</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>4</day>
                <month>9</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Efawati Y and Chaniago H</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport407295" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.165390.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Title: Ok</p>
            <p> </p>
            <p> Abstract:</p>
            <p> The topic is clear, the research objectives are specific, and the methods are stated.</p>
            <p> Please add key findings and revise keywords for greater focus.</p>
            <p> </p>
            <p> Introduction:</p>
            <p> Overall, it's okay, but needs improvement:</p>
            <p> &#x2022; Some sentences are too long; please make them more concise and avoid repetition.</p>
            <p> &#x2022; Research gaps are still general and not clear enough. Please improve.</p>
            <p> &#x2022; Formulate research objectives with only 2-3 main focuses.</p>
            <p> </p>
            <p> 2. Literature review and Hypotheses:</p>
            <p> Generally, ok</p>
            <p> </p>
            <p> 3. Methodology:</p>
            <p> Completed review standards (PRISMA/scoping).</p>
            <p> Needs to be completed/improved:</p>
            <p> &#x2022; PRISMA flowchart is not detailed (numbers for each stage are missing). Please add a complete PRISMA flowchart with the number of articles at each selection stage.</p>
            <p> &#x2022; Inclusion/exclusion criteria are still too general.</p>
            <p> &#x2022; Provide a search strategy table (database, keywords, number of results).</p>
            <p> &#x2022; Please consider using analysis software (VOSviewer, NVivo, R/Bibliometrix) to increase the credibility of this research.</p>
            <p> </p>
            <p> 4. Results:</p>
            <p> The data has been presented in tables/figures, with a clear structure per category.</p>
            <p> Needs to be completed/improved:</p>
            <p> &#x2022; The summary table is still a list, lacking analysis. Create a concise table with additional columns for "Country, Method, Key Findings."</p>
            <p> &#x2022; The figure does not show the number of studies per category. Include numbers in the figure to clarify the distribution.</p>
            <p> </p>
            <p> 5. Discussion</p>
            <p> Linking results to the literature and creating a framework.</p>
            <p> Needs to be completed/improved:</p>
            <p> &#x2022; The discussion focuses on repeating results rather than analyzing causes. Please discuss factors contributing to differences in findings (e.g., developing vs. developed country contexts).</p>
            <p> &#x2022; Theoretical contributions are unclear. Emphasize the novelty of the framework: how does it differ from previous models?</p>
            <p> &#x2022; Add logical comparisons with other systematic reviews.</p>
            <p> </p>
            <p> 6. Conclusion: 
                <list list-type="bullet">
                    <list-item>
                        <p>Please separate theoretical, practical contributions, and future research directions. Use data-driven sentences.</p>
                    </list-item>
                </list> 7.&#x00a0;&#x00a0;Others:</p>
            <p> Dear Authors, please use a different text color when submitting revisions to the article.</p>
            <p> Thank you for your effort</p>
            <p>Are the rationale for, and objectives of, the Systematic Review clearly stated?</p>
            <p>Partly</p>
            <p>Is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>If this is a Living Systematic Review, is the &#x2018;living&#x2019; method appropriate and is the search schedule clearly defined and justified? (&#x2018;Living Systematic Review&#x2019; or a variation of this term should be included in the title.)</p>
            <p>Partly</p>
            <p>Are sufficient details of the methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results presented in the review?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Organization Behaviour; Human Resource Management; Entrepreneurship; Business Strategy entrepreneurship, business strategy, small business, retail, innovation, digital business, and economic environment</p>
            <p>We confirm that we have read this submission and believe that we have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
        <sub-article article-type="response" id="comment15041-407295">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Mardian</surname>
                            <given-names>Muhammad Taufik</given-names>
                        </name>
                        <aff>Faculty of Administrative Scie, Brawijaya University, Malang, East Java, Indonesia</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>9</day>
                    <month>12</month>
                    <year>2025</year>
                </pub-date>
            </front-stub>
            <body>
                <p>We thank the reviewer for the constructive and detailed feedback. The manuscript has been revised accordingly as outlined below.</p>
                <p> </p>
                <p> 
                    <bold>Title</bold>
                </p>
                <p> 
                    <bold>Comment:</bold> Title: Ok.</p>
                <p> 
                    <bold>Response:</bold> No changes were made to the title.</p>
                <p> </p>
                <p> 
                    <bold>Abstract</bold>
                </p>
                <p> 
                    <bold>Comment:</bold> Please add key findings and revise keywords for greater focus.</p>
                <p> 
                    <bold>Response:</bold> The Abstract has been revised to explicitly summarise the main findings of the review. The keywords have also been refined to focus more clearly on the core concepts and methods covered in the study.</p>
                <p> </p>
                <p> 
                    <bold>Introduction</bold>
                </p>
                <p> 
                    <bold>Comment:</bold> Some sentences are too long; please make them more concise and avoid repetition. Research gaps are still general and not clear enough; formulate research objectives with only 2&#x2013;3 main focuses.</p>
                <p> 
                    <bold>Response:</bold> The Introduction has been edited to remove repetitive and unnecessarily long sentences, making the narrative more concise and focused. The research gaps have been clarified and specified, and the research objectives have been reformulated.</p>
                <p> </p>
                <p> 
                    <bold>2. Literature Review</bold>
                </p>
                <p> 
                    <bold>Comment:</bold> Generally ok.</p>
                <p> 
                    <bold>Response:</bold> No major structural changes were required.</p>
                <p> </p>
                <p> 
                    <bold>3. Methodology</bold>
                </p>
                <p> 
                    <bold>Comment:</bold> PRISMA flowchart is not detailed; please add numbers at each selection stage.</p>
                <p> 
                    <bold>Response:</bold> The PRISMA flowchart (Figure 1) include the number of articles at each identification, screening, eligibility, and inclusion stage, in line with PRISMA reporting standards.</p>
                <p> 
                    <bold>Comment:</bold> Inclusion/exclusion criteria are still too general.</p>
                <p> 
                    <bold>Response:</bold> The description of the inclusion and exclusion criteria has been expanded and specified in greater detail, explaining conceptual, methodological, temporal, and language-related boundaries of the review.</p>
                <p> 
                    <bold>Comment:</bold> Provide a search strategy table (database, keywords, number of results).</p>
                <p> 
                    <bold>Response:</bold> A search strategy table has been added as 
                    <bold>Table 1</bold>.</p>
                <p> </p>
                <p> 
                    <bold>4. Results</bold>
                </p>
                <p> 
                    <bold>Comment:</bold> The summary table is still a list, lacking analysis.</p>
                <p> 
                    <bold>Response:</bold> We have revised the summary of the included studies by adding a new Table 3, which restructures the information into more analytical columns to enhance clarity and readability.</p>
                <p> </p>
                <p> 
                    <bold>5. Discussion</bold>
                </p>
                <p> 
                    <bold>Comment:</bold> The discussion still repeats results with limited causal analysis, unclear theoretical contributions and framework novelty, and insufficient comparison with previous systematic reviews.</p>
                <p> 
                    <bold>Response:</bold> We have clarified the theoretical contributions by adding 
                    <bold>Figure 3</bold>, which presents the proposed conceptual framework as the main theoretical contribution of this review. The figure highlights how the model extends previous frameworks and can be used as a basis for future empirical research.</p>
                <p> </p>
                <p> 
                    <bold>6. Conclusion</bold>
                </p>
                <p> 
                    <bold>Comment:</bold> Please separate theoretical, practical contributions, and future research directions, using data-driven sentences.</p>
                <p> 
                    <bold>Response:</bold> The final section has been reorganised into two subsections, Conclusion and Recommendations.</p>
                <p> </p>
                <p> We sincerely thank the reviewer for the insightful comments, which have significantly improved the clarity, rigour, and contribution of our manuscript.</p>
            </body>
        </sub-article>
    </sub-article>
</article>
