<?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="research-article" 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.174062.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Digital Human Resource Management and Its Role in Achieving Competitive Advantage: An Exploratory Study of the Opinions of a Sample of Leaders in Private Banks.</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved with reservations, 1 not approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Hussein Ali</surname>
                        <given-names>Firas</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0009-0002-7452-9057</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Abdullah Ibrahim</surname>
                        <given-names>Khaled</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="corresp" rid="c2">b</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>General Administration, University of FaUniversity of Fallujah, College of Administration and Economics, Fallujah, Anbar, Iraq</aff>
                <aff id="a2">
                    <label>2</label>General Administration, University of Fallujah, College of Administration and Economics, Fallujah, Anbar, Iraq</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:cae.h25118@uofallujah.edu.iq">cae.h25118@uofallujah.edu.iq</email>
                </corresp>
                <corresp id="c2">
                    <label>b</label>
                    <email xlink:href="mailto:khalid.abdallah@uofallujah.edu.iq">khalid.abdallah@uofallujah.edu.iq</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>6</day>
                <month>2</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>207</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>30</day>
                    <month>1</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Hussein Ali F and Abdullah Ibrahim K</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/15-207/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>The banking sector is undergoing rapid digital transformation, requiring the development of business processes and employee skills. making digital human resource management a key factor in enhancing competitiveness. This research aims to identify the relationship between digital human resource management and competitive advantage in private banks by studying the level of adoption of digital practices and their impact on the development of competitive performance.</p>
                </sec>
                <sec>
                    <title>Methodology</title>
                    <p>A descriptive analytical approach was used, and data were collected through a questionnaire administered to a sample of 150 administrative leaders in private banks. The data were analyzed using SPSS V.27 and AMOS V.24, with tests of stability and internal consistency, in addition to testing for procedural bias.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>The results showed a high level of stability (&#x03b1; = 0.94) and the absence of measurement bias (CMB = 32.08%). It also showed that the level of competitive advantage was higher than the level of digital human resource management adoption. The results of the analysis showed a strong and significant correlation between digital human resource management and competitive advantage (r = 0.96, P = 0.002). All digital dimensions had a direct and significant impact on competitive advantage, with the digital learning dimension having the most significant impact.</p>
                </sec>
                <sec>
                    <title>Conclusions</title>
                    <p>Developing digital human resource management practices is an important path to enhancing the competitiveness of private banks. Investing in digital infrastructure and expanding the use of digital applications contributes to supporting operational efficiency, increasing responsiveness to technological changes, and enhancing banks&#x2019; readiness for market requirements.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Digital Human Resource Management</kwd>
                <kwd>Competitive Advantage</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>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>Introduction</title>
            <p>Digital human resource management has become a driving force in the development of its functions and contributes to bringing about change within organizations by enhancing employees&#x2019; career paths and providing strategic value through the use of digital technologies such as artificial intelligence, data analytics, modern technologies, and verbal communication, which requires the development of new skills and the organization of job roles in a way that achieves adaptability and continuity (
                <xref ref-type="bibr" rid="ref51">Yusuf, et al., 2023</xref>:4). It is a key player in supporting the transition of organizations toward digital transformation by meeting increasing digital requirements, interacting with innovation within business environments, and keeping pace with the organizational and technical challenges that accompany competition (
                <xref ref-type="bibr" rid="ref36">Nematollahi et al., 2024</xref>:1079). The digital revolution has contributed to transforming work methods within organizations, placing significant pressure on administrative structures and employees to adapt to technological developments, making digitization an inevitable path to survival, development and competitiveness (
                <xref ref-type="bibr" rid="ref27">Halid, et al., 2020</xref>:96). Small and medium-sized enterprises (SMEs) are flexible models capable of achieving a competitive market advantage by employing modern technology and taking advantage of rapid decision-making, simple structures and precise organization of the target market (
                <xref ref-type="bibr" rid="ref50">Yuleva, 2019</xref>:72). Strong organizations rely on highly competent human resources, advanced technologies, flexible management systems and a creative environment that supports excellence and is capable of coping with global changes in order to achieve a competitive advantage (
                <xref ref-type="bibr" rid="ref22">Farida &amp; Setiawan, 2022</xref>:1-2). This highlights the need for a more in-depth study of the nature of the relationship between digital human resource management and competitive advantage in private banks, especially with the increasing importance of digital transformation in the banking sector. Hence, this research aims to analyze the role that digital human resource management plays in enhancing competitive advantage by diagnosing the reality of the adoption of digital practices in banks, determining the level of competitive advantage in them, and clarifying the nature of the relationship between the two variables in terms of correlation and impact, in order to understand which digital dimensions contribute most to supporting competitive excellence. The research seeks to provide a clear picture that can benefit banks in developing their digital policies and improving their strategic performance.</p>
            <p>The research problem arose from the continued reliance of many private banks on traditional methods despite technological developments, which limits their efficiency and ability to achieve competitive advantage. The problem lies in questioning the relationship and impact of digital human resource management on competitive advantage. The importance of the research lies in enhancing theoretical knowledge about digital human resources and competitive advantage, and in clarifying the role of digital practices in developing institutional performance, reducing administrative routine, and improving banking services.</p>
            <p>The research aims to analyze the role of digital human resources, clarify its concepts and relationship with competitive advantage, explain its dimensions and impact, and provide recommendations for improving digital performance in private banks. The researchers adopted a descriptive analytical approach based on data collection and analysis to understand the phenomenon. Two main hypotheses were formulated regarding the relationship and impact between the two variables, in addition to sub-hypotheses for each dimension. The time frame was set from 23 July 2025 to 21 September 2025, while the spatial boundaries were limited to a group of private banks.</p>
        </sec>
        <sec id="sec6">
            <title>Literature review</title>
            <p>With advances in technology and the global trend of digitalization, digitization has become an important technical concepts used to describe the conversion of analog information into binary digits for automated processing. It has various applications, such as digitizing paper books to digital files and customer registration cards to digital collateral (
                <xref ref-type="bibr" rid="ref39">Strohmeier, 2020</xref>:348). In this context, human resource management has evolved to incorporate Internet-based technologies in to various applications, contributing to enhanced performance efficiency and the provision of required information in an accurate and organized manner (
                <xref ref-type="bibr" rid="ref15">Atiyah &amp; Turki, 2024</xref>: 7).</p>
            <p>The digitization of human resource management is a step that any organization needs to make to conform to the needs of the digital age. It enhances successful interaction between management and employees by developing strategies that facilitate organizational performance and improve its capacity to respond to changes (
                <xref ref-type="bibr" rid="ref26">Hajar, 2024</xref>:479). Therefore, a good correlation between human resource management and competitive advantage is clear because effective organizations can match their human resources and competencies with the present and future market needs to provide differentiation or cost savings as a source of gaining relative advantage (
                <xref ref-type="bibr" rid="ref45">Urbanek, 2024</xref>: 1376).</p>
            <p>A competitive advantage is a characteristic of an organization that allows it to differ among competitors (
                <xref ref-type="bibr" rid="ref38">Potjanajaruwit, 2018</xref>: 106). Further, it may be achieved by offering services or products that are above the expectations of the consumer and surpass their needs better so that the organization can create efficient and sustainable growth strategies (
                <xref ref-type="bibr" rid="ref35">Negulescu, 2019</xref>: 71).</p>
            <p>In this view, digital human resource management is more than a traditional role; it is a strategic pillar that promotes organizational excellence and the ability of organizations to attain a high level of superiority in a changing competitive environment.</p>
            <sec id="sec7">
                <title>A- First variable: Digital human resource management</title>
                <p>

                    <bold>1. Concept of Digital Human Resource Management</bold>
                </p>
                <p>Terms such as digital human resource management (DHRM) and other designations applied in the sphere of social sciences differ significantly. As a result of the increased use of modern technologies, the role of human resources has to be reconsidered, which is why the concept of digital management has been adopted. This is a process aimed at serving human resource management and the consumers of internet-based systems in HR departments, with the aim of enhancing the services offered to the organization (
                    <xref ref-type="bibr" rid="ref11">Al-Sharbini, 2025</xref>: 1242).</p>
                <p>According to (
                    <xref ref-type="bibr" rid="ref52">Zouqar, 2024</xref>: 82) DHRM can be explained as a radical change in human resource functioning based on matching culture, skills, organizational structure, and core processes to create a balance between efficiency and innovation (
                    <xref ref-type="bibr" rid="ref14">Asraf, 2020</xref>: 238). It involves the application of the available technologies in the organization in the processes that facilitate different HR activities including recruitment, selection, appointment, training, and performance appraisal as well as administering all data concerning current and potential employees.</p>
                <p>(
                    <xref ref-type="bibr" rid="ref39">Strohmeier, 2020</xref>: 351) underlines that DHRM is a technical process; as a result, the HR data recorded in paper-based or analog formats are converted into digital forms that can be automatically processed and represented in different electronic systems. (
                    <xref ref-type="bibr" rid="ref25">Garc&#x00ed;a-Fern&#x00e1;ndez et al., 2024</xref>: 3) further adds that it is a collection of programs, devices, and digital assets that will focus on automation of HR operations and creation of practices that are both consistent and of high quality, facilitated by the current digital transformation.</p>
                <p>Further, DHRM is understood as a practice that makes heavy use of digital tools in recruitment, selection, communication, training and career development. Not solely are folks beginning to affiliate the two concepts on this regard however it&#x2019;s extra typical for firms to not take note of if they&#x2019;ve sear pasting or no mirroring. This is part of what helps the organization to select the right candidate for a job and enhances participant growth in that work environment (
                    <xref ref-type="bibr" rid="ref46">Varadaraj &amp; Al Wadi, 2021</xref>: 44).</p>
                <p>For instance, the authors consider digital HRM as the use of contemporary digital technologies to increase the effectiveness of human resource activities and structure HR services by endowing traditional processes with a serious electronic component emphasizing innovation and supporting decision making.</p>
                <p>

                    <bold>2. Importance of Digital Human Resource Management</bold>
                </p>
                <p>In the digital era, one of the fundamental topics is digital human resource management (DHRM) as a part of organizational digital transformations that have continued to emerge since most organizations utilize the Internet and information communication technology. It is the most important element for increasing organizational efficiency and effectiveness through process development, improving adaptability to changing demands, and achieving objectives. In the HR field, digital transformation reduces reliance on paper documents and traditional administrative exchanges by digitizing employee files, payrolls, and leave requests, which helps attract talent, enhances the organization&#x2019;s digital image, and improves recruitment performance (
                    <xref ref-type="bibr" rid="ref31">Issa &amp; Abdelrazek, 2024</xref>: 312).</p>
                <p>(
                    <xref ref-type="bibr" rid="ref46">Varadaraj and Al Wadi, 2021</xref>: 44, 
                    <xref ref-type="bibr" rid="ref8">Alkhawlani et al., 2018</xref>) note that nowadays, in the digital world, the role of DHRM has increased over the traditional form of management because organizations require more effective and flexible work forms that enhance overall performance and respond to the demands of the competitive environment. Digital systems are becoming more popular in organizations to handle their human resources, and HR departments must follow the process and revise internal policies to meet the requirements of the digital era. The effectiveness of organizations is determined by their capability to develop effective internal resources and successfully integrate the latest technologies and business processes to increase competitiveness on local and global scales.</p>
                <p>(
                    <xref ref-type="bibr" rid="ref3">Aggarwal and Sharon, 2017</xref>: 25, 
                    <xref ref-type="bibr" rid="ref9">Al-Rawi et al., 2021</xref>) stress that it all comes down to DHRM&#x2019;s potential to change the direction of the HR department from administrative (operations oriented) towards being more effective and strategic. With digitization, HR can align outcomes with results, quantitatively measure them, and store them for further use (e.g., decision support). This becomes even more important as organizations advance toward globalization, in which case using digital technologies is becoming necessary to follow the pace of change and reach competitiveness.</p>
                <p>(
                    <xref ref-type="bibr" rid="ref6">Al-Alawi et al., 2023</xref>: 450, 
                    <xref ref-type="bibr" rid="ref10">Al-Sabaawe et al., 2020</xref>) emphasize that DHRM contributes to business continuity in times of crisis, remote work support, bilateral HR communication, and organizational adaptation through recruitment through technical tools in communication and task management. As a result, it becomes the most essential element that ensures high quality performance and continuous active operations.</p>
                <p>(
                    <xref ref-type="bibr" rid="ref44">Urba et al., 2022</xref>: 206, 
                    <xref ref-type="bibr" rid="ref29">Husien et al., 2019</xref>) the relevance of DHRM to the field of engineering management is that it accounts for human capital management and organizations. It also helps in process digitalization and performance improvement, and d is strongly associated with the deformation and restructuring between structure and functions in academia mainly during and after crises; thus it is an elementary element for keeping pace with development and adjusting to modern changes.</p>
                <p>The researchers argue that the significance of this topic lies in the need to explain how digital transformation can be used as a tool for enhancing HR performance and work efficiency, which, in turn, boosts reliance on technology in both performing functions and networking within the organization, hence going along with dynamic changes, aiming at realizing institutional excellence.</p>
                <p>

                    <bold>3. Dimensions of Digital Human Resource Management</bold>
                </p>
                <p>The measurement scale developed by(
                    <xref ref-type="bibr" rid="ref33">Mia &amp; Faisal, 2020</xref>) as applied in the study by (
                    <xref ref-type="bibr" rid="ref17">Balani &amp; Hussein, 2023</xref>) identifies six dimensions of digital human resource management (DHRM):
                    <list list-type="order">
                        <list-item>
                            <label>1.</label>
                            <p>

                                <bold>Digital Recruitment:</bold>
                            </p>
                            <p>Digital hiring is an important aspect of DHRM that utilizes technology, such as AI, to aid in the assessment of candidates, interviews, and the appropriate talent to fill job vacancies. These technologies a) facilitate faster application review and response time for recruitment managers and b) offer an automated chat system to provide support and answer questions regarding the recruitment process, leading to increased efficiency and quality (
                                <xref ref-type="bibr" rid="ref49">Yawalkar 2019</xref>: 22). Digital recruitment is the process in which latest technologies such as AI and social media are used to increase recruitment efficiency, reach a wider pool of candidates, accurately assess them, streamline communication among engaged parties by instantaneous data management that empowers decision making, and offers an interactive applicant experience (
                                <xref ref-type="bibr" rid="ref12">Amany, 2025</xref>: 67).</p>
                        </list-item>
                        <list-item>
                            <label>2.</label>
                            <p>

                                <bold>Digital Selection:</bold>
                            </p>
                            <p>Digital selection is also a method for selecting the most suitable candidate from digital instruments, such as electronic assessments, virtual interviews, and CV screening. It is about gathering enough information to hire the right candidate for the job. This is a core HR function, and it aims to match the capacity of the workforce with what jobs they do and whether people are being employed in the right places for their level of education and experience (
                                <xref ref-type="bibr" rid="ref5">Al-Afishat &amp; Al-Muadidi, 2024</xref>: 21).</p>
                        </list-item>
                        <list-item>
                            <label>3.</label>
                            <p>

                                <bold>Digital Performance Appraisal:</bold>
                            </p>
                            <p>Performance appraisal in digital form is an integral part of DHRM because it helps assess the productivity of employees and identifies if they have met the objectives of the organization. This is the appraisal method which aims at evaluating employee performance according to the standard guidelines and dictum decided by the business. It is based on a pre-defined system of formality that keeps its eyes open to guide progress, analyzing what actually occurred and providing an insight to the weak points, so staff can develop (
                                <xref ref-type="bibr" rid="ref40">Tawfiq et al., 2025</xref>: 167).</p>
                        </list-item>
                        <list-item>
                            <label>4.</label>
                            <p>

                                <bold>Digital Training and Development:</bold>
                            </p>
                            <p>DHRM incorporates digital learning and development, as technology is strategically implemented to aid in revolutionizing various forms of learning during the employee experience: learning how to do things more agilely, including managing their career trajectory. These cars make the administrative load much lighter, enhance the exchange of knowledge and ideas, and instill a sense of enhanced identity in a global workplace connected by shared values and responsible success. This is part of a grand mission to develop human resources adaptable to the new turn of events in the future and raise work efficiency at an overall level (
                                <xref ref-type="bibr" rid="ref42">Thite, 2022</xref>: 2). Through technological updates, digital instruction has evolved to improve flexibility and efficiency not found in conventional systems. In the past, it was difficult to receive training and achieve employer satisfaction, and career development took a hit due to time and location restrictions. Today, digital platforms allow employees to learn conveniently and at a pace suited to their needs. Digital solutions also reduce costs, such as travel and accommodation, while continuously developing skills and expertise, making digital training essential for building employee capabilities (
                                <xref ref-type="bibr" rid="ref43">Tripathi &amp; Singh, 2017</xref>: 5).</p>
                        </list-item>
                        <list-item>
                            <label>5.</label>
                            <p>

                                <bold>Digital Compensation Management:</bold>
                            </p>
                            <p>Digital compensation management relies on applications and electronic tools to manage compensation processes within the organization. The system collects, processes, stores, analyzes, and distributes data related to employee rewards, wages, and salaries, providing access to this information at any time and location (
                                <xref ref-type="bibr" rid="ref30">Hussein &amp; Ismail, 2025</xref>: 379).</p>
                        </list-item>
                        <list-item>
                            <label>6.</label>
                            <p>

                                <bold>Digital Learning:</bold>
                            </p>
                            <p>Digital learning is the process through which individuals take responsibility for their career paths through self-leadership and initiatives. Large companies such as General Electric have created learning platforms in which employees actively participate. However, it is the role of organizations to lead employees to the necessary skills, support, and training, as well as, to offer learning and communication opportunities. Digital tools can be used to provide or deliver structured content and provide flexible educational solutions, but they cannot subtract the human component from the creation of an employee`s career path of an employee (
                                <xref ref-type="bibr" rid="ref41">Thite, 2018</xref>: 23).</p>
                        </list-item>
                    </list>
                </p>
            </sec>
            <sec id="sec8">
                <title>B: Second variable (Competitive advantage)</title>
                <p>

                    <bold>1. Concept of Competitive Advantage</bold>
                </p>
                <p>Digital human resource management is one of the main reasons for the development of competitive advantage within organizations under the circumstances of rapid technological changes. It helps to improve the performance and make it more efficient through the use of modern technologies to implement HR functions. A competitive advantage is significant in the fact that an organization is capable of offering added value or a unique product or service, which renders it better and more sustainable than other competitors. This benefit is based on the strategic and technical platforms that enable the fulfillment of customer needs and their satisfaction, which contributes to the improvement of organizational position and survival in the rapidly changing and highly competitive environment (
                    <xref ref-type="bibr" rid="ref1">Abdul-Aziz, 2024</xref>: 1056).</p>
                <p>(
                    <xref ref-type="bibr" rid="ref28">Hart and Rodgers, 2024</xref>: 2165) stated that competitive advantage is an essential ability of an organization that enables it to achieve perform superior results over its rivals in the same sector by using precious, rare, and unique resources, which cannot be readily substituted.</p>
                <p>(
                    <xref ref-type="bibr" rid="ref20">Distanont, 2020</xref>: 18) argues that competitive advantage enables an organization&#x2019;s strategy to create long-term competition by combining knowledge and skills in technology, creativity, and development and by introducing new ideas through product innovation, process innovation, or business model innovation. This not only generates positive outcomes for the organization, but also contributes to the growth of the national economy.</p>
                <p>(
                    <xref ref-type="bibr" rid="ref2">Adewusi et al., 2024</xref>: 422) explain that competitive advantage is an organization&#x2019;s ability to achieve superior and sustainable performance through precise strategic decisions, based on the analysis of historical data, real-time insights, and predictive analytics. This supports a quick response to market change, provides an image of opportunity, reduces risk, and builds flexibility and innovation in a dynamic business environment.</p>
                <p>(
                    <xref ref-type="bibr" rid="ref19">Darmawan and Grenier, 2021</xref>: 76) described competitive advantage as an organizational strength that sets it apart from its rivals. It is a particular way of supplying products or services at high costs compared to competing offerings, including low prices relative to others that offer the same performance or quality levels, and delivering at performance and quality levels that are also greater than expected.</p>
                <p>The authors of this study regard competitive advantage as an organization&#x2019;s remarkable and long -lasting performance that sets it apart from other rival units through unique resource implementations and inventive strategy innovations. This strategy can satisfy customer requirements efficiently and gain advantage in the knowledge economy stage with its reliance on knowledge, technology, and creativity, as well as respond to the change of market at any time, and achieve excellence in a competitive arch environment.</p>
                <p>

                    <bold>2. Importance of Competitive Advantage</bold>
                </p>
                <p>However, aggressive advantage represents its extreme importance as an important factor to support organizations in order to excel their competitors and achieve better performance, such as impelmenting market share and profitability award competitive position of institutional to make organizations more able to maintain growth government business competition (
                    <xref ref-type="bibr" rid="ref4">Agustian et al., 2023</xref>: 110).</p>
                <p>According to (
                    <xref ref-type="bibr" rid="ref47">Widodo, 2023</xref>: 4) competitive advantage is important because it reflects how efficiently a company uses its strategic resources to achieve high financial performance and beat its competitors. It also significantly contributes to the enhancement of performance of micro, small and medium enterprises by maximizing profitability and enhancing the customer base.</p>
                <p>(
                    <xref ref-type="bibr" rid="ref21">Djiu et al., 2024</xref>: 758) emphasize the role of competitive advantage in allowing a firm to differentiate itself from competing firms by reducing costs or creating something that is perceived as unique and valued by the intended audience. It also plays an important complementary role in improving the productivity of small, medium enterprises and is interrelated to their export potential which is crucial for both profit and growth in the market.</p>
                <p>The authors conclude that competitive advantage is important, partly because it enables firms to be profitable in excess of competitors&#x2019; profits by providing greater value to (customersinger quality or lower price). It also consolidates the NCC&#x2019;s position in the competitive market and provides opportunities for ongoing investment and expansion.</p>
                <p>

                    <bold>3. Dimensions of Competitive Advantage</bold>
                </p>
                <p>The study adopts (Porter&#x2019;s, 1998) framework, as applied in (
                    <xref ref-type="bibr" rid="ref37">Obeidat, 2021</xref>) which includes the following dimensions:
                    <list list-type="order">
                        <list-item>
                            <label>1.</label>
                            <p>

                                <bold>Cost Leadership:</bold>
                            </p>
                            <p>Cost leadership is a strategy applied by organizations to provide low costs of goods and services in comparison to its competitors. This approach is based on lowering the costs of value-creating operations and constantly monitoring the variables influencing the costs and market situations to sustain such an advantage (
                                <xref ref-type="bibr" rid="ref23">Farjallah &amp; Ben Souilah, 2025</xref>: 182). (
                                <xref ref-type="bibr" rid="ref34">Nasereddin, 2023</xref>: 2688) describes cost leadership as the optimization of production processes through the removal or reduction of activities that are not part of the value addition to the organization to design and offer products and services to the market as cheaply as possible in comparison with competitors.</p>
                        </list-item>
                        <list-item>
                            <label>2.</label>
                            <p>

                                <bold>Differentiation:</bold>
                            </p>
                            <p>Differentiation aims to provide products or services that are perceived as unique in the market by concentrating on certain qualities that customers favor in the product or service, such as quality, design, or service. This is aimed at ensuring that customers prefer the product to competitors despite having to pay a high price, which will improve the market position and competitive power of the organization (
                                <xref ref-type="bibr" rid="ref13">Amer &amp; Abdulwahhab, 2020</xref>: 63).</p>
                        </list-item>
                        <list-item>
                            <label>3.</label>
                            <p>

                                <bold>Focus:</bold>
                            </p>
                            <p>Focus is a strategy designed to provide products or services that meet the exact requirements of a particular market segment that is targeted by the customer category or geographic location. The goal of organizations that employ this strategy is to attain a competitive advantage despite having a small market. The focus strategies may be based on cost leadership or differentiation (
                                <xref ref-type="bibr" rid="ref37">Obeidat, 2021</xref>: 200).</p>
                        </list-item>
                    </list>
                </p>
            </sec>
        </sec>
        <sec id="sec9">
            <title>Methodology</title>
            <sec id="sec10">
                <title>A. Research design</title>
                <p>The research adopted a descriptive analytical design as the appropriate methodological framework for studying the nature of the relationship between variables focusing on analyzing the correlation and impact between two main variables:</p>
                <p>The independent variable of digital human resource management and the dependent variable of competitive advantage, a questionnaire was developed consisting of the dimensions of the two main variables with the aim of measuring the level of adoption of digital human resource applications and diagnosing their impact on enhancing the competitive advantage of private banks. The questionnaire was also subjected to scientific review by specialists to ensure the validity and soundness of the tool, and its reliability was tested using Cronbach&#x2019;s Alpha coefficient.</p>
            </sec>
            <sec id="sec11">
                <title>B. Data collection</title>
                <p>The questionnaire was distributed to a sample of 150 leaders in private banks, and their general data included: gender, age, educational qualifications, job or position, and number of years of service. The results of the statistical description showed that most of the sample were male (91%), and the predominant age group was 30&#x2013;39 years old (40.7%), while most of the respondents had a bachelor&#x2019;s degree (60.7%). The data also showed that the category of &#x2018;head of department&#x2019; was the most represented (64.7%), and that the majority of years of experience ranged between 11 and 20 years.</p>
            </sec>
            <sec id="sec12">
                <title>C. Data analysis</title>
                <p>This study has narrowed down on two variables: the first variable is the independent variable, which is Digital Human Resource Management, and the second variable is the dependent variable, Competitive Advantage. This study determines the correlations between these two variables. The experts validated the questionnaire, which included the dimensions of the two variables. The analysis was performed using SPSS virson 27 and AMOS version 24.</p>
                <p>

                    <bold>Description of the sample</bold>
                </p>
                <p>The questionnaires were distributed to a sample of 150 individuals from the leadership of private banks, and their opinions were relied upon to measure both digital human resource management and competitive advantage.</p>
                <p>Reliability test</p>
                <p>The research relied on the alpha coefficient to determine the level of stability and classified. (
                    <xref ref-type="bibr" rid="ref24">Feldt &amp; Brennan, 1989</xref>) the values of the reliability coefficient into two groups: those with values above 70 percent are classified as high, whereas those with values below 70 percent are classified as low. Cronbach&#x2019;s alpha coefficient was computed, as reflected in 
                    <xref ref-type="table" rid="T1">
Table 1</xref> below:</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Reliability measurement of variables of the study.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Main variables</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Cronbach&#x2019;s alpha coefficient for combined dimensions</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Human Resource Management</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.94</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Competitive Advantage</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>Cronbach&#x2019;s alpha coefficient was 0.94, compared to the variables of the study, which was greater than 0.7. Thus, it can be supposed that according to Cronbach&#x2019;s alpha coefficient, the study variables have a high degree of reliability.</p>
                <p>

                    <bold>Internal consistency</bold>
                </p>
                <p>Internal consistency is an important measure to determine the correlation between questionnaire items within a single dimension is called 
                    <bold>Internal Consistency</bold>. This measure can also be used to determine correlations among all items within a single variable. It is calculated by determining the mean of the absolute correlation coefficients between pairs of items within a dimension or variable. A value greater than 0.3 indicates the presence of internal consistency (
                    <xref ref-type="bibr" rid="ref48">Wu, M. et al., 2016</xref>).</p>
                <p>Based on 
                    <xref ref-type="table" rid="T2">
Table 2</xref>, it can be seen that the level of internal consistency is the level of the main variable because the value of the absolute mean correlation is 0.324, indicating Digital Human Resource Management, and 0.405, indicating Competitive Advantage, which is greater than 0.3.</p>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>Internal consistency values for main variables.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="6" rowspan="1" valign="top">Inter-item correlations</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Main variables</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Mean</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Minimum</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Maximum</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Variance</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
No. of item</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Human Resource Management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.32</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.04</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.59</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.012</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Competitive Advantage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.40</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.04</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.66</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.014</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">14</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>

                    <bold>Common Method Bias (CMB) test</bold>
                </p>
                <p>It is a basic test for acquiring valid and accurate estimations and relationships. According to researchers, this bias may be caused by various sources, such as insufficient variety in the sources of data, agreement of the respondents with the question in any case, concomitant usage of the scale, nonexistence of different Likert measures, similarity or ambiguity of statements, and questionnaire length. The existence of this bias can exaggerate or underestimate correlations between variables, that is the correlation values might be indicative of this extraneous variables instead of the actual relationships, and the results would be inaccurate.</p>
                <p>The presence or absence of common method bias was determined using the 
                    <bold>Harman single factor test</bold>. According to (
                    <xref ref-type="bibr" rid="ref16">Bagozzi and Yi, 1991</xref>) if the value of this test exceeds 50%, it indicates the presence of common method bias. The value of this test was calculated using SPSS, and for the current study data, the value was 
                    <bold>%CMB = 32.078</bold>, which was below 50%. Therefore, it can be concluded that there is no common method bias.</p>
                <p>

                    <bold>Description and diagnosis of research variables</bold>
                </p>
                <p>In this section, the study variables are described in terms of means, standard deviations, percentages, and frequencies for each variable, as shown in 
                    <xref ref-type="table" rid="T3">
Table 3</xref> below:</p>
                <table-wrap id="T3" orientation="portrait" position="float">
                    <label>
Table 3. </label>
                    <caption>
                        <title>Overall mean, frequency distributions, means, standard deviations, coefficient of variation, and response rates for the study variables.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="3" valign="top">
Paragraphs</th>
                                <th align="left" colspan="10" rowspan="1" valign="top">Response scale</th>
                                <th align="left" colspan="1" rowspan="3" valign="top">
Mean</th>
                                <th align="left" colspan="1" rowspan="3" valign="top">
Standard deviation</th>
                                <th align="left" colspan="1" rowspan="3" valign="top">
Relative importance (%)</th>
                                <th align="left" colspan="1" rowspan="3" valign="top">
Paragraph ranking</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="2" rowspan="1" valign="top">Strongly agree (5)</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">Agree (4)</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">Neutral (3)</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">Disagree (2)</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">
Strongly disagree (1)</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Number</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
%</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Number</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
%</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Number</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
%</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Number</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
%</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Number</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
%</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="top">Digital Human Resource Management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">31.00</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">20.67</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">67.04</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">44.68</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">37.42</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24.95</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10.17</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.79</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4.38</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.92</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">3.734</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.941</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">74.683</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">1</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="4" rowspan="1" valign="top">65.35</td>
                                <td align="left" colspan="2" rowspan="1" valign="top">24.95</td>
                                <td align="left" colspan="4" rowspan="1" valign="top">9.70</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="2" valign="top">Competitive Advantage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">54.47</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">36.30</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">59.50</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">39.68</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25.42</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.94</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.22</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5.48</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.40</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.60</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">4.036</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">0.937</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">80.722</td>
                                <td align="left" colspan="1" rowspan="2" valign="top">2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="4" rowspan="1" valign="top">75.98</td>
                                <td align="left" colspan="2" rowspan="1" valign="top">16.94</td>
                                <td align="left" colspan="4" rowspan="1" valign="top">7.09</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>It is observed from 
                    <xref ref-type="table" rid="T3">
Table 3</xref> above that the variable 
                    <bold>Digital Human Resource Management</bold> achieved a response intensity of 
                    <bold>74.683%</bold>, a mean of 
                    <bold>3.734</bold>, and a standard deviation of 
                    <bold>0.941</bold>. In terms of agreement and disagreement percentages, the overall agreement for Digital Human Resource Management reached 
                    <bold>65.35%</bold>, disagreement was 
                    <bold>9.70%</bold>, and 
                    <bold>24.95%</bold> expressed neutral opinions.</p>
                <p>

                    <bold>Competitive Advantage</bold> recorded a response intensity of 
                    <bold>80.722%</bold>, mean of 
                    <bold>4.036</bold>, and standard deviation of 
                    <bold>0.937</bold>. The overall agreement was 
                    <bold>75.98%</bold>, disagreement 
                    <bold>7.09%</bold>, and 
                    <bold>16.94%</bold>. Comparing the two variables, Competitive Advantage shows a higher response intensity than digital Human Resource Management.</p>
            </sec>
        </sec>
        <sec id="sec13" sec-type="results">
            <title>Results</title>
            <p>This study presents the results of an analysis of the relationship between the variable of digital human resource management and the dependent variable of competitive advantage. The hypotheses were tested using correlation coefficients and regression analysis to determine the strength and type of relationship between the two variables and their statistical significance.</p>
            <sec id="sec14">
                <title>A. Correlation analysis</title>
                <p>The correlation coefficient determines the strength and nature of the correlation between the two variables. The sign of the coefficient will be negative or positive, and the value will show the strength of the relationship; the closer the value is to either &#x00b1;1, the stronger the relationship between the variables. Additionally, the p-value was used to determine the significance of the correlation; when p was less than 0.05, the correlation was considered to be statistically significant.</p>
                <p>

                    <bold>Main Hypothesis 1: Digital Human Resource Management has a significant correlation with Competitive Advantage. The outcome of the testing of the first main hypothesis is presented in</bold> 
                    <xref ref-type="table" rid="T4">
Table 4</xref> 
                    <bold>below:</bold>
                </p>
                <table-wrap id="T4" orientation="portrait" position="float">
                    <label>
Table 4. </label>
                    <caption>
                        <title>Correlation between digital human resource management and competitive advantage.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="2" valign="top">First variable</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">Relationship direction</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">Second variable</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">Correlation value</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">95% confidence interval</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
P-value
</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Lower</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Upper</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Human Resource Management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics1.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Competitive Advantage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.96</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.905</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.013</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.002</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>Digital Human Resource Management and Competitive Advantage have a positive correlation, represented by a correlation coefficient of 0.96. We have a Confidence Interval (CI), which is used to indicate limits of confidence, and the lower and upper limits are 0.905 and 1.013, respectively, at a significance level of 0.05. In addition, the p-value (0.002) is below 0.05, thus demonstrating a statistically significant relationship between Digital Human Resource Management and Competitive Advantage.</p>
                <p>From this main hypothesis, the following sub-hypotheses are derived:
                    <list list-type="alpha-lower">
                        <list-item>
                            <label>a.</label>
                            <p>There is a statistically significant correlation between the 
                                <bold>Digital Recruitment</bold> dimension and Competitive Advantage.</p>
                        </list-item>
                        <list-item>
                            <label>b.</label>
                            <p>There is a statistically significant correlation between the 
                                <bold>Digital Selection</bold> dimension and Competitive Advantage.</p>
                        </list-item>
                        <list-item>
                            <label>c.</label>
                            <p>There is a statistically significant correlation between the 
                                <bold>Digital Performance Evaluation</bold> dimension and Competitive Advantage.</p>
                        </list-item>
                        <list-item>
                            <label>d.</label>
                            <p>There is a statistically significant correlation between 
                                <bold>Digital Training and Development</bold> dimensions and Competitive Advantage.</p>
                        </list-item>
                        <list-item>
                            <label>e.</label>
                            <p>There was a statistically significant correlation between the 
                                <bold>Digital Compensation Management</bold> dimension and Competitive Advantage.</p>
                        </list-item>
                        <list-item>
                            <label>f.</label>
                            <p>There was a statistically significant correlation between 
                                <bold>Digital Learning</bold> and Competitive Advantage.</p>
                        </list-item>
                    </list>
                </p>
                <p>
                    <xref ref-type="table" rid="T5">
Table 5</xref> below shows the results of testing the above hypotheses.</p>
                <table-wrap id="T5" orientation="portrait" position="float">
                    <label>
Table 5. </label>
                    <caption>
                        <title>Correlation between the dimensions of digital human resource management and competitive advantage.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="2" valign="top">First variable</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">Relationship direction</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">Second variable</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">Correlation value</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">95% confidence interval</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
P-value
</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Lower</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Upper</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Recruitment</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics2.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="6" valign="top">Competitive Advantage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.69</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.520</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.821</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.006</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Selection</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics3.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.82</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.683</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.917</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.003</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Performance Evaluation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics4.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.81</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.624</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.949</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.003</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Training and Development</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr5" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics5.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.74</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.549</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.890</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.004</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Compensation Management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr6" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics6.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.89</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.890</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.013</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.002</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Learning</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr7" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics7.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.99</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.935</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.058</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.001</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>From 
                    <xref ref-type="table" rid="T5">
Table 5</xref> above, it is observed that all dimensions of 
                    <bold>Digital Human Resource Management</bold> showed a positive relationship with 
                    <bold>Competitive Advantage</bold>, as indicated by the positive correlation coefficients. The correlation values for the dimensions (
                    <bold>Digital Recruitment, Digital Selection, Digital Performance Evaluation, Digital Training and Development, Digital Compensation Management, Digital Learning</bold>) were 
                    <bold>0.99, 0.89, 0.74, 0.81, 0.82, 0.69</bold>, respectively. All dimensions were statistically significant, with 
                    <bold>p-values
</bold> of &lt; 
                    <bold>0.05</bold>. Additionally, the confidence intervals for these dimensions showed consistent signs, indicating the significance of their correlation.</p>
                <p>

                    <bold>Main Hypothesis 2: Digital Human Resource Management</bold> has a statistically significant effect on 
                    <bold>Competitive Advantage</bold>.</p>
                <p>
                    <xref ref-type="table" rid="T6">
Table 6</xref> below presents the results of Hypothesis 2:</p>
                <table-wrap id="T6" orientation="portrait" position="float">
                    <label>
Table 6. </label>
                    <caption>
                        <title>Results of the effect of digital human resource management on competitive advantage.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Independent variable</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Effect direction</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Dependent variable</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Regression coefficient estimate (&#x03b2;)</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Standard error of regression coefficient 
(Se. &#x03b2;)</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">95% confidence interval</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
P-value
</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Lower</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Upper</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Human Resource Management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr8" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics8.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Competitive Advantage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.949</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.161</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.656</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.304</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.002</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>The effect of Digital Human Resource Management on Competitive Advantage is demonstrated through the estimated coefficient for Digital Human Resource Management, which reaches (0.949), indicating a positive relationship between Digital Human Resource Management and Competitive Advantage, as reflected by the positive sign of this estimated coefficient. The standard error (S.E.) is (0.161). Furthermore, the effect of Digital Human Resource Management on Competitive Advantage was statistically significant, as the p-value (0.002) was less than (0.05). The 95% confidence interval showed consistent signs, with lower and upper bounds being (0.656 and 1.304), respectively. Based on these results, the alternative hypothesis that Digital Human Resource Management has an effect on Competitive Advantage can be accepted.</p>
                <p>The following sub-hypotheses were derived from this hypothesis:
                    <list list-type="alpha-lower">
                        <list-item>
                            <label>a.</label>
                            <p>Digital Recruitment had a statistically significant effect on competitive advantage.</p>
                        </list-item>
                        <list-item>
                            <label>b.</label>
                            <p>Digital Selection had a statistically significant effect on competitive advantage.</p>
                        </list-item>
                        <list-item>
                            <label>c.</label>
                            <p>The Digital Performance Evaluation has a statistically significant effect on competitive advantage.</p>
                        </list-item>
                        <list-item>
                            <label>d.</label>
                            <p>Digital Training and Development has a statistically significant effect on competitive advantage.</p>
                        </list-item>
                        <list-item>
                            <label>e.</label>
                            <p>Digital Compensation Management had a statistically significant effect on competitive advantage.</p>
                        </list-item>
                        <list-item>
                            <label>f.</label>
                            <p>Digital Learning had a statistically significant effect on competitive advantage.</p>
                        </list-item>
                    </list>
                </p>
                <p>
                    <xref ref-type="table" rid="T7">
Table 7</xref> below presents the results of testing the above hypotheses:</p>
                <table-wrap id="T7" orientation="portrait" position="float">
                    <label>
Table 7. </label>
                    <caption>
                        <title>Results of the effect of digital human resource management dimensions on competitive advantage.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Independent variable</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Direction of effect</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Dependent variable</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Regression coefficient estimate (&#x03b2;)</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Standard error of regression coefficient Se. (&#x03b2;)</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">95% confidence interval</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
P-value
</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Lower</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Upper</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Recruitment</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr9" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics9.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="6" valign="top">Competitive Advantage</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.552</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.128</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.346</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.834</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.003</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Selection</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr10" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics10.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.682</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.135</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.446</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.968</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.003</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Performance Evaluation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr11" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics11.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.666</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.145</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.407</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.972</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.002</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Training and Development</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr12" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics12.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.669</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.157</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.419</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.026</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.003</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Compensation Management</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr13" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics13.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.887</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.170</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.607</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.296</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Digital Learning</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <graphic id="gr14" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/191934/43ae3431-e6de-4d7f-99ff-5c5ebdc9900a_graphics14.gif"/>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.003</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.176</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.732</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.430</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.002</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>From 
                    <xref ref-type="table" rid="T7">
Table 7</xref> above, it is observed that all dimensions of the Digital Human Resource Management variable exhibited a positive relationship with the Competitive Advantage variable, as indicated by the positive signs of the estimated coefficients. The estimated coefficient values for the dimensions (Digital Recruitment, Digital Selection, Digital Performance Evaluation, Digital Training and Development, Digital Compensation Management, Digital Learning) were (1.003, 0.887, 0.669, 0.666, 0.682 and 0.552) respectively. All dimensions of the Digital Human Resource Management variable were statistically significant, as their corresponding p-values were less than 0.05. Moreover, the confidence intervals for the Digital Human Resource Management dimensions displayed consistent signs, indicating the statistical significance of these dimensions.</p>
            </sec>
        </sec>
        <sec id="sec15" sec-type="discussion">
            <title>Discussion</title>
            <p>The results of the study showed high reliability of the research tool, with a Cronbach&#x2019;s alpha coefficient of 0.94. The Harman single factor test confirmed the absence of systematic bias at a rate of 32.08%, which reinforces the credibility of the results.</p>
            <p>The average competitive advantage rating (4.036) was higher than the average digital human resource management rating (3.734), reflecting bank leaders&#x2019; appreciation of the importance of digitization in enhancing competitiveness. The correlation analysis showed a very strong positive relationship between the two variables with a correlation coefficient of 0.96 and a significance value (P = 0.002), which means that the relationship is statistically significant and not coincidental. Analysis of the dimensions of digital human resource management showed that the digital learning dimension had the most impact on competitive advantage (&#x03b2; = 1.003), followed by the digital compensation dimension.</p>
            <p>Some limitations include the fact that the sample was limited to 150 leaders in private banks, and the study relied on subjective data for a specific period, which may reduce the possibility of generalizing the results or concluding long-term effects. The study focused on only two main variables, while other factors such as organizational culture, leadership and innovation may influence the relationship between digitalization and competitive advantage. The results indicate that digital human resource management is an important driver of competitive advantage and that investment in digital learning, digital compensation and process automation increases an organization&#x2019;s ability to adapt and achieve excellence.</p>
            <sec id="sec16">
                <title>Recommendations</title>
                <p>Banks should focus on developing competitive advantage supported by digital human resource management applications. Research findings can be relied upon to make strategic decisions while maintaining the reliability of measurement tools in future studies. It is advisable to invest in digital infrastructure for human resource management and adopt comprehensive digital programmes for all dimensions to ensure improved competitiveness, and integrating digital human resource management as a strategic tool for improving performance, while periodically monitoring development and measuring its impact.</p>
            </sec>
        </sec>
        <sec id="sec17">
            <title>Ethical considerations</title>
            <p>This study does not involve human participants or animals.</p>
        </sec>
        <sec id="sec18">
            <title>Informed consent</title>
            <p>Written informed consent was obtained from all individual participants prior to their participation in the study. All participants were informed about the purpose of the research, their right to withdraw at any time, and the confidentiality of their data.</p>
        </sec>
        <sec id="sec19">
            <title>Availability of data</title>
            <p>The dataset supporting the findings of this study is available at: 
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.18270090">https://doi.org/10.5281/zenodo.18270090</ext-link>.</p>
            <p>Ali, F., &amp; Ibrahim, K. (2026). Dataset for: Digital Human Resource Management and Its Role in Achieving Competitive Advantage: An Exploratory Study of Leaders in Private Banks. Zenodo.</p>
            <p>The 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 id="sec20">
                <title>Reporting guidelines</title>
                <p>This study is an observational survey-based research and follows the STROBE reporting guidelines. No CONSORT or ARRIVE checklists are required as the study does not involve clinical trials or animal experiments.</p>
            </sec>
        </sec>
    </body>
    <back>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abdel Aziz</surname>
                            <given-names>RAM</given-names>
                        </name>
</person-group>:
                    <article-title>Marketing culture and its impact on competitive advantage through the mediation of e-service quality.</article-title>
                    <source>

                        <italic toggle="yes">Scientific Journal for Financial and Commercial Studies and Research, Faculty of Commerce, Damietta University.</italic>
</source>
                    <year>2024</year>;<volume>5</volume>(<issue>1, Part 3</issue>):<fpage>1045</fpage>&#x2013;<lpage>1074</lpage>.</mixed-citation>
            </ref>
            <ref id="ref2">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Adewusi</surname>
                            <given-names>AO</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Okoli</surname>
                            <given-names>UI</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Adaga</surname>
                            <given-names>E</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Business intelligence in the era of big data: a review of analytical tools and competitive advantage.</article-title>
                    <source>

                        <italic toggle="yes">Computer Science &amp; IT Research Journal.</italic>
</source>
                    <year>2024</year>;<volume>5</volume>(<issue>2</issue>):<fpage>415</fpage>&#x2013;<lpage>431</lpage>.</mixed-citation>
            </ref>
            <ref id="ref3">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Sharon</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>Digital human resource management.</article-title>
                    <source>

                        <italic toggle="yes">Gyan Management Journal.</italic>
</source>
                    <year>2017</year>;<volume>11</volume>(<issue>2</issue>):<fpage>23</fpage>&#x2013;<lpage>27</lpage>.</mixed-citation>
            </ref>
            <ref id="ref4">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

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

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

                        <etal/>
</person-group>:
                    <article-title>Human resource management strategies in achieving competitive advantage in business administration.</article-title>
                    <source>

                        <italic toggle="yes">Journal of Contemporary Administration and Management (ADMAN).</italic>
</source>
                    <year>2023</year>;<volume>1</volume>(<issue>2</issue>):<fpage>108</fpage>&#x2013;<lpage>117</lpage>.</mixed-citation>
            </ref>
            <ref id="ref5">
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Al-Afishat</surname>
                            <given-names>TM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Al-Muadidi</surname>
                            <given-names>MW</given-names>
                        </name>
</person-group>:
                    <article-title>The role of digital human resource management in enhancing digital transformation readiness: The moderating role of ICT resources in Jordanian commercial banks.</article-title>
                    <year>2024</year>.</mixed-citation>
            </ref>
            <ref id="ref6">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Al-Alawi</surname>
                            <given-names>AI</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>Digital transformation adoption in human resources management during COVID-19.</article-title>
                    <source>

                        <italic toggle="yes">Arab Gulf Journal of Scientific Research.</italic>
</source>
                    <year>2023</year>;<volume>41</volume>(<issue>4</issue>):<fpage>446</fpage>&#x2013;<lpage>461</lpage>.</mixed-citation>
            </ref>
            <ref id="ref8">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Husien</surname>
                            <given-names>WA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Alhamdany</surname>
                            <given-names>SN</given-names>
                        </name>
</person-group>:
                    <chapter-title>Facilitating Patient Registrations Using an Integrating Healthcare Management System.</chapter-title>
                    <source>

                        <italic toggle="yes">2018 1st Annual International Conference on Information and Sciences (AiCIS).</italic>
</source>
                    <publisher-name>IEEE</publisher-name>;<year>2018, November</year>; pp.<fpage>23</fpage>&#x2013;<lpage>27</lpage>.
                    <pub-id pub-id-type="doi">10.1109/AiCIS.2018.00017</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref9">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <etal/>
</person-group>:
                    <article-title>Working capital efficiency and the reduction risk: A case study.</article-title>
                    <source>

                        <italic toggle="yes">Webology.</italic>
</source>
                    <year>2021</year>;<volume>18</volume>(<issue>SI05</issue>):<fpage>1067</fpage>&#x2013;<lpage>1083</lpage>.
                    <pub-id pub-id-type="doi">10.14704/WEB/V18SI05/WEB18282</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref10">
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Al-Sabaawe</surname>
                            <given-names>YM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Husien</surname>
                            <given-names>WA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hammadi</surname>
                            <given-names>AA</given-names>
                        </name>
</person-group>:
                    <chapter-title>Three Phases Strategy of Electronic Management Application &#x201c;a Proposed Model&#x201d;.</chapter-title>
                    <source>

                        <italic toggle="yes">2020 2nd Annual International Conference on Information and Sciences (AiCIS).</italic>
</source>
                    <year>2020</year>.
                    <pub-id pub-id-type="doi">10.1109/AiCIS51645.2020.00033</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref11">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Al-Sharbini</surname>
                            <given-names>ASK</given-names>
                        </name>
</person-group>:
                    <article-title>The mediating role of organizational sustainability in the relationship between digital human resource management and digital transformation: Applied study on the Alexandria Metallurgical Industries Complex.</article-title>
                    <source>

                        <italic toggle="yes">Scientific Journal for Financial and Commercial Studies and Research.</italic>
</source>
                    <year>2025</year>;<volume>6</volume>(<issue>1</issue>):<fpage>1237</fpage>&#x2013;<lpage>1282</lpage>.</mixed-citation>
            </ref>
            <ref id="ref12">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Amany</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>A Review of Digital Human Resource Management: Transforming HR Practices Through Technology.</article-title>
                    <source>

                        <italic toggle="yes">Luminis Applied Science and Engineering.</italic>
</source>
                    <year>2025</year>;<volume>2</volume>(<issue>1</issue>):<fpage>65</fpage>&#x2013;<lpage>71</lpage>.</mixed-citation>
            </ref>
            <ref id="ref13">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Amer</surname>
                            <given-names>RS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abdulwahhab</surname>
                            <given-names>FL</given-names>
                        </name>
</person-group>:
                    <article-title>Achieving the competitive advantage by using Customer Relationships Management (CRM).</article-title>
                    <source>

                        <italic toggle="yes">Pol. J. Manag. Stud.</italic>
</source>
                    <year>2020</year>;<volume>21</volume>(<issue>1</issue>):<fpage>61</fpage>&#x2013;<lpage>70</lpage>.</mixed-citation>
            </ref>
            <ref id="ref14">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Asraf</surname>
                            <given-names>HJ</given-names>
                        </name>
</person-group>:
                    <article-title>The impact of digital human resource management applications in enhancing organizational excellence: An applied study on the Economic Development Department in Ajman Government.</article-title>
                    <source>

                        <italic toggle="yes">Arab Journal of Management.</italic>
</source>
                    <year>2020</year>;<volume>40</volume>(<issue>2</issue>):<fpage>233</fpage>&#x2013;<lpage>246</lpage>.</mixed-citation>
            </ref>
            <ref id="ref15">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Atiyah</surname>
                            <given-names>STS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Turki</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>The impact of digital human resources management on organizational ambidexterity through human capital as an interactive variable in iraqi telecommunications companies.</article-title>
                    <source>

                        <italic toggle="yes">International Journal of Professional Business Review: Int. J. Prof. Bus. Rev.</italic>
</source>
                    <year>2024</year>;<volume>9</volume>(<issue>7</issue>):<fpage>6</fpage>.</mixed-citation>
            </ref>
            <ref id="ref16">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bagozzi</surname>
                            <given-names>RP</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yi</surname>
                            <given-names>Y</given-names>
                        </name>
</person-group>:
                    <article-title>Multitrait&#x2013;multimethod matrices in consumer research.</article-title>
                    <source>

                        <italic toggle="yes">J. Consum. Res.</italic>
</source>
                    <year>1991</year>;<volume>17</volume>:<fpage>426</fpage>&#x2013;<lpage>439</lpage>.</mixed-citation>
            </ref>
            <ref id="ref17">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Balani</surname>
                            <given-names>ZHA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hussein</surname>
                            <given-names>SQ</given-names>
                        </name>
</person-group>:
                    <article-title>The role of digital human resource management in achieving digital transformation: An exploratory study of administrative and academic leaders&#x2019; opinions at the University of Duhok.</article-title>
                    <source>

                        <italic toggle="yes">Noroz Academic Journal.</italic>
</source>
                    <year>2023</year>;<volume>12</volume>(<issue>4</issue>).</mixed-citation>
            </ref>
            <ref id="ref19">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Grenier</surname>
                            <given-names>E</given-names>
                        </name>
</person-group>:
                    <article-title>Competitive advantage and service marketing mix. Journal of Social.</article-title>
                    <source>

                        <italic toggle="yes">Science Studies (JOS3).</italic>
</source>
                    <year>2021</year>;<volume>1</volume>(<issue>2</issue>):<fpage>75</fpage>&#x2013;<lpage>80</lpage>.</mixed-citation>
            </ref>
            <ref id="ref20">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Distanont</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>The role of innovation in creating a competitive advantage.</article-title>
                    <source>

                        <italic toggle="yes">Kasetsart Journal of Social Sciences.</italic>
</source>
                    <year>2020</year>;<volume>41</volume>(<issue>1</issue>):<fpage>15</fpage>&#x2013;<lpage>21</lpage>.</mixed-citation>
            </ref>
            <ref id="ref21">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Kong</surname>
                            <given-names>NV</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Saputra</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>The role of competitive advantage in mediating technological capabilities and social media usage on SMEs export performance.</article-title>
                    <source>

                        <italic toggle="yes">Procedia Computer Science.</italic>
</source>
                    <year>2024</year>;<volume>234</volume>:<fpage>756</fpage>&#x2013;<lpage>763</lpage>.</mixed-citation>
            </ref>
            <ref id="ref22">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Farida</surname>
                            <given-names>I</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Setiawan</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>Business strategies and competitive advantage: the role of performance and innovation.</article-title>
                    <source>

                        <italic toggle="yes">J. Open Innov.: Technol. Mark. Complex.</italic>
</source>
                    <year>2022</year>;<volume>8</volume>(<issue>3</issue>):<fpage>163</fpage>.</mixed-citation>
            </ref>
            <ref id="ref23">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Farjallah</surname>
                            <given-names>Z</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ben Souilah</surname>
                            <given-names>L</given-names>
                        </name>
</person-group>:
                    <article-title>Modern technology and its role in achieving organizational competitive advantage.</article-title>
                    <source>

                        <italic toggle="yes">Journal of Social Sciences.</italic>
</source>
                    <year>2025</year>;<volume>19</volume>(<issue>1</issue>):<fpage>175</fpage>&#x2013;<lpage>187</lpage>.</mixed-citation>
            </ref>
            <ref id="ref24">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Feldt</surname>
                            <given-names>LS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Brennan</surname>
                            <given-names>RL</given-names>
                        </name>
</person-group>:
                    <source>

                        <italic toggle="yes">&#x201c;Reliability&#x201d;, Educational measurement, edited by Robert L Linn.</italic>
</source>
                    <publisher-loc>New York</publisher-loc>:
                    <publisher-name>Macmillan Publishing Company</publisher-name>;<year>1989</year>.</mixed-citation>
            </ref>
            <ref id="ref25">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Garc&#x00ed;a-Fern&#x00e1;ndez</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ortiz-de-Urbina-Criado</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Garc&#x00ed;a-L&#x00f3;pez</surname>
                            <given-names>MJ</given-names>
                        </name>
</person-group>:
                    <article-title>Mapping the main research themes in digital human resources.</article-title>
                    <source>

                        <italic toggle="yes">Humanities and Social Sciences Communications.</italic>
</source>
                    <year>2024</year>;<volume>11</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>12</lpage>.</mixed-citation>
            </ref>
            <ref id="ref26">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hajar</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>Digital human resources management: a necessity in modern organizations.</article-title>
                    <source>

                        <italic toggle="yes">The International Journal of Politics and Sociology Research.</italic>
</source>
                    <year>2024</year>;<volume>11</volume>(<issue>4</issue>):<fpage>479</fpage>&#x2013;<lpage>484</lpage>.</mixed-citation>
            </ref>
            <ref id="ref27">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Yusoff</surname>
                            <given-names>YM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Somu</surname>
                            <given-names>H</given-names>
                        </name>
</person-group>:
                    <chapter-title>The relationship between digital human resource management and organizational performance.</chapter-title>
                    <source>

                        <italic toggle="yes">First ASEAN Business, Environment, and Technology Symposium (ABEATS 2019).</italic>
</source>
                    <publisher-name>Atlantis Press</publisher-name>;<year>2020, May</year>; pp.<fpage>96</fpage>&#x2013;<lpage>99</lpage>.</mixed-citation>
            </ref>
            <ref id="ref28">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hart</surname>
                            <given-names>PF</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Rodgers</surname>
                            <given-names>W</given-names>
                        </name>
</person-group>:
                    <article-title>Competition, competitiveness, and competitive advantage in higher education institutions: a systematic literature review.</article-title>
                    <source>

                        <italic toggle="yes">Stud. High. Educ.</italic>
</source>
                    <year>2024</year>;<volume>49</volume>(<issue>11</issue>):<fpage>2153</fpage>&#x2013;<lpage>2177</lpage>.</mixed-citation>
            </ref>
            <ref id="ref29">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Husien</surname>
                            <given-names>WA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Aziz</surname>
                            <given-names>ZM</given-names>
                        </name>

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

                        <etal/>
</person-group>:
                    <article-title>Impact of job loyalty, management performance, rewards and recognition and firm size on profitability in supply chain of bank: Empirical study on Islamic banks in Iraq.</article-title>
                    <source>

                        <italic toggle="yes">International Journal of Supply Chain Management.</italic>
</source>
                    <year>2019</year>;<volume>8</volume>(<issue>2</issue>):<fpage>643</fpage>&#x2013;<lpage>648</lpage>.
                    <pub-id pub-id-type="doi">10.59160/ijscm.v8i2.2540</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref30">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hussein</surname>
                            <given-names>SH</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ismail</surname>
                            <given-names>GA</given-names>
                        </name>
</person-group>:
                    <article-title>Digital human resource management and its role in the quality of telecommunication services: An analytical study of employee opinions at Cork Communications.</article-title>
                    <source>

                        <italic toggle="yes">University of Iraq Journal.</italic>
</source>
                    <year>2025</year>;<volume>73</volume>(<issue>8</issue>).</mixed-citation>
            </ref>
            <ref id="ref31">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Issa</surname>
                            <given-names>AAA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abdelrazek</surname>
                            <given-names>MHM</given-names>
                        </name>
</person-group>:
                    <article-title>Mechanisms for developing human resources under digital transformation in African countries: An applied study on Egyptian railways.</article-title>
                    <source>

                        <italic toggle="yes">Journal of African and Nile Basin Studies.</italic>
</source>
                    <year>2024</year>;<volume>8</volume>(<issue>2</issue>):<fpage>305</fpage>&#x2013;<lpage>325</lpage>.</mixed-citation>
            </ref>
            <ref id="ref33">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Faisal</surname>
                            <given-names>F</given-names>
                        </name>
</person-group>:
                    <article-title>Digital Human Resource Management: Prospects &amp; Challenges for Garments Industries in Bangladesh, European.</article-title>
                    <source>

                        <italic toggle="yes">J. Bus. Manag.</italic>
</source>
                    <year>2020</year>;<volume>12</volume>(<issue>7</issue>).</mixed-citation>
            </ref>
            <ref id="ref34">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Nasereddin</surname>
                            <given-names>AY</given-names>
                        </name>
</person-group>:
                    <article-title>Impact of the blue ocean strategy dimensions in achieving competitive advantage from the perspective of faculty members.</article-title>
                    <source>

                        <italic toggle="yes">Information Sciences Letters.</italic>
</source>
                    <year>2023</year>;<volume>12</volume>(<issue>6</issue>):<fpage>2685</fpage>&#x2013;<lpage>2698</lpage>.</mixed-citation>
            </ref>
            <ref id="ref35">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Negulescu</surname>
                            <given-names>OH</given-names>
                        </name>
</person-group>:
                    <article-title>THE IMPORTANCE OF COMPETITIVE ADVANTAGE ASSESSMENT IN SELECTING THE ORGANIZATION&#x2019;S STRATEGY.</article-title>
                    <source>

                        <italic toggle="yes">Review of General Management.</italic>
</source>
                    <year>2019</year>;<volume>29</volume>(<issue>1</issue>).</mixed-citation>
            </ref>
            <ref id="ref36">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

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

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

                        <etal/>
</person-group>:
                    <article-title>Impact of Digital Human Resource Management Practices and Digital Transformation on Human Resource Management System Strength: Evidence from Insurance Industry.</article-title>
                    <source>

                        <italic toggle="yes">Interdisciplinary Journal of Management Studies.</italic>
</source>
                    <year>2024</year>;<volume>17</volume>(<issue>4</issue>):<fpage>1077</fpage>&#x2013;<lpage>1096</lpage>.</mixed-citation>
            </ref>
            <ref id="ref37">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Obeidat</surname>
                            <given-names>AM</given-names>
                        </name>
</person-group>:
                    <article-title>E-Marketing and Its Impact on The Competitive Advantage.</article-title>
                    <source>

                        <italic toggle="yes">Ilkogretim Online.</italic>
</source>
                    <year>2021</year>;<volume>20</volume>(<issue>5</issue>).</mixed-citation>
            </ref>
            <ref id="ref38">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Potjanajaruwit</surname>
                            <given-names>P</given-names>
                        </name>
</person-group>:
                    <article-title>Competitive advantage effects on firm performance: A Case study of startups in Thailand.</article-title>
                    <source>

                        <italic toggle="yes">J. Int. Stud.</italic>
</source>
                    <year>2018</year>;<volume>11</volume>(<issue>3</issue>):<fpage>104</fpage>&#x2013;<lpage>111</lpage>.</mixed-citation>
            </ref>
            <ref id="ref39">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Strohmeier</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>Digital human resource management: A conceptual clarification.</article-title>
                    <source>

                        <italic toggle="yes">German Journal of Human Resource Management.</italic>
</source>
                    <year>2020</year>;<volume>34</volume>(<issue>3</issue>):<fpage>345</fpage>&#x2013;<lpage>365</lpage>.</mixed-citation>
            </ref>
            <ref id="ref40">
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Tawfiq</surname>
                            <given-names>ZM</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The role of digital human resource management in achieving administrative creativity: An exploratory study of opinions from managers and department heads in various colleges and institutes affiliated with Duhok Technical University.</article-title>
                    <year>2025</year>;<volume>6</volume>(<issue>1</issue>):<fpage>163</fpage>&#x2013;<lpage>176</lpage>.</mixed-citation>
            </ref>
            <ref id="ref41">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="editor">

                        <name name-style="western">
                            <surname>Thite</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <source>

                        <italic toggle="yes">e-HRM: Digital Approaches, Directions &amp; Applications.</italic>
</source>
                    <publisher-name>Routledge</publisher-name>;<year>2018</year>.</mixed-citation>
            </ref>
            <ref id="ref42">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Thite</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <article-title>Digital human resource development: where are we? Where should we go and how do we go there?</article-title>
                    <source>

                        <italic toggle="yes">Hum. Resour. Dev. Int.</italic>
</source>
                    <year>2022</year>;<volume>25</volume>(<issue>1</issue>):<fpage>87</fpage>&#x2013;<lpage>103</lpage>.</mixed-citation>
            </ref>
            <ref id="ref43">
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Singh</surname>
                            <given-names>PK</given-names>
                        </name>
</person-group>:
                    <chapter-title>A study on innovative practices in digital human resource management.</chapter-title>
                    <source>

                        <italic toggle="yes">Proceedings of the National Conference &#x201c;Digital transformation of business in India: Opportunities and challenges&#x201d;, Dehradun.</italic>
</source>
                    <year>2017, March</year>; pp.<fpage>1</fpage>&#x2013;<lpage>13</lpage>.</mixed-citation>
            </ref>
            <ref id="ref44">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

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

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

                        <etal/>
</person-group>:
                    <article-title>Features of the application of digital technologies for human resources management of an engineering enterprise.</article-title>
                    <source>

                        <italic toggle="yes">Ingenierie des Systemes d&#x2019;Information.</italic>
</source>
                    <year>2022</year>;<volume>27</volume>(<issue>2</issue>):<fpage>205</fpage>.</mixed-citation>
            </ref>
            <ref id="ref45">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Urbanek</surname>
                            <given-names>G</given-names>
                        </name>
</person-group>:
                    <article-title>The Essence and Measurement of a Competitive Advantage.</article-title>
                    <source>

                        <italic toggle="yes">European Research Studies Journal.</italic>
</source>
                    <year>2024</year>;<volume>27</volume>(<issue>3</issue>):<fpage>1373</fpage>&#x2013;<lpage>1390</lpage>.</mixed-citation>
            </ref>
            <ref id="ref46">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Al Wadi</surname>
                            <given-names>BM</given-names>
                        </name>
</person-group>:
                    <article-title>A study on contribution of digital human resource management towards organizational performance.</article-title>
                    <source>

                        <italic toggle="yes">The International Journal of Management Science and Business Administration.</italic>
</source>
                    <year>2021</year>;<volume>7</volume>(<issue>5</issue>):<fpage>43</fpage>&#x2013;<lpage>51</lpage>.</mixed-citation>
            </ref>
            <ref id="ref47">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Widodo</surname>
                            <given-names>DS</given-names>
                        </name>
</person-group>:
                    <article-title>The nexus of entrepreneurial orientation and knowledge management on business performance of smes in west java: Role of competitive advantage.</article-title>
                    <source>

                        <italic toggle="yes">Journal of law and sustainable development.</italic>
</source>
                    <year>2023</year>;<volume>11</volume>(<issue>7</issue>):<fpage>e1364</fpage>&#x2013;<lpage>e1364</lpage>.</mixed-citation>
            </ref>
            <ref id="ref48">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

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

                        <etal/>
</person-group>:
                    <source>

                        <italic toggle="yes">Educational measurement for applied researchers.</italic>
</source>
                    <publisher-loc>Singapore</publisher-loc>:
                    <publisher-name>Springer Nature Singapore Ltd.</publisher-name>;<year>2016</year>.
                    <pub-id pub-id-type="doi">10.1007/978-981-10-3302-5_2</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref49">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Yawalkar</surname>
                            <given-names>MVV</given-names>
                        </name>
</person-group>:
                    <article-title>A study of artificial intelligence and its role in human resource management.</article-title>
                    <source>

                        <italic toggle="yes">International Journal of Research and Analytical Reviews (IJRAR).</italic>
</source>
                    <year>2019</year>;<volume>6</volume>(<issue>1</issue>):<fpage>20</fpage>&#x2013;<lpage>24</lpage>.</mixed-citation>
            </ref>
            <ref id="ref50">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Yuleva</surname>
                            <given-names>R</given-names>
                        </name>
</person-group>:
                    <article-title>Competitive advantages and competitive strategies of small and medium-sized enterprises.</article-title>
                    <source>

                        <italic toggle="yes">&#x0418;&#x043a;&#x043e;&#x043d;&#x043e;&#x043c;&#x0438;&#x043a;&#x0430; &#x0438; &#x0443;&#x043f;&#x0440;&#x0430;&#x0432;&#x043b;&#x0435;&#x043d;&#x0438;&#x0435;.</italic>
</source>
                    <year>2019</year>;<volume>15</volume>(<issue>1</issue>):<fpage>71</fpage>&#x2013;<lpage>81</lpage>.</mixed-citation>
            </ref>
            <ref id="ref51">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Satia</surname>
                            <given-names>HMR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bernardianto</surname>
                            <given-names>RB</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Investigating the effect of digital HRM and digital innovation and the SMEs performance in Indonesia.</article-title>
                    <source>

                        <italic toggle="yes">International Journal of Professional Business Review: Int. J. Prof. Bus. Rev.</italic>
</source>
                    <year>2023</year>;<volume>8</volume>(<issue>6</issue>):<fpage>51</fpage>.</mixed-citation>
            </ref>
            <ref id="ref52">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zouqar</surname>
                            <given-names>W</given-names>
                        </name>
</person-group>:
                    <source>

                        <italic toggle="yes">The impact of digital transformation on human resource management practices at different HR performance levels (Unpublished master&#x2019;s thesis).</italic>
</source>
                    <publisher-loc>Biskra</publisher-loc>:
                    <publisher-name>Mohamed Khider University</publisher-name>;<year>2024</year>.</mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report463426">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.191934.r463426</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Sainger</surname>
                        <given-names>Garima</given-names>
                    </name>
                    <xref ref-type="aff" rid="r463426a1">1</xref>
                    <xref ref-type="aff" rid="r463426a2">2</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-3701-7490</uri>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <surname>Singh</surname>
                        <given-names>Niharika</given-names>
                    </name>
                    <xref ref-type="aff" rid="r463426a2">2</xref>
                    <role>Co-referee</role>
                </contrib>
                <aff id="r463426a1">
                    <label>1</label>GLA University, Mathura, Uttar Pradesh, India</aff>
                <aff id="r463426a2">
                    <label>2</label>IBM, Institute of Business Management, GLA University, Mathura, Mathura, Uttar Pradesh, India</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>17</day>
                <month>3</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Sainger G and Singh N</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="relatedArticleReport463426" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.174062.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>reject</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <bold>Digital Human Resource Management and Its Role in Achieving Competitive Advantage: An Exploratory Study of Leaders in Private Banks</bold>
            </p>
            <p> 
                <bold>Overall Assessment</bold>
            </p>
            <p> The manuscript investigates the relationship between Digital Human Resource Management (DHRM) and competitive advantage in private banks. The topic is timely and relevant given the rapid digital transformation occurring in financial institutions worldwide.</p>
            <p> The authors use a descriptive analytical approach based on questionnaire data from 150 leaders in private banks, analyzed using SPSS and AMOS. The findings indicate a strong positive relationship between DHRM and competitive advantage, with digital learning emerging as the most influential dimension.</p>
            <p> The study addresses an important topic in digital HR transformation and strategic management. However, several conceptual, methodological, and reporting issues limit the manuscript&#x2019;s scientific robustness. Substantial revisions are required to improve clarity, methodological transparency, and theoretical positioning.Evaluation Based on Review Criteria</p>
            <p> 1. Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p> 
                <bold>Answer: Partly</bold>
            </p>
            <p> The manuscript presents an interesting research topic; however, the presentation requires improvement.</p>
            <p> Strengths 
                <list list-type="bullet">
                    <list-item>
                        <p>The introduction highlights the growing importance of digital transformation in HR practices.</p>
                    </list-item>
                    <list-item>
                        <p>The paper provides a general overview of digital HRM concepts and competitive advantage.</p>
                    </list-item>
                    <list-item>
                        <p>Several recent references (2023&#x2013;2025) are included.</p>
                    </list-item>
                </list> Weaknesses</p>
            <p> Several aspects reduce clarity and scholarly rigor: 
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>Language and grammar</bold> 
                            <list list-type="bullet">
                                <list-item>
                                    <p>Numerous sentences contain grammatical inconsistencies and unclear phrasing.</p>
                                </list-item>
                                <list-item>
                                    <p>Some paragraphs appear overly descriptive rather than analytical.</p>
                                </list-item>
                            </list> </p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Literature synthesis</bold> 
                            <list list-type="bullet">
                                <list-item>
                                    <p>The literature review primarily summarizes previous studies rather than synthesizing them.</p>
                                </list-item>
                                <list-item>
                                    <p>Limited discussion of major theoretical frameworks such as: 
                                        <list list-type="bullet">
                                            <list-item>
                                                <p>Resource Based View (RBV)</p>
                                            </list-item>
                                            <list-item>
                                                <p>Dynamic Capability Theory</p>
                                            </list-item>
                                            <list-item>
                                                <p>Digital Transformation frameworks</p>
                                            </list-item>
                                        </list> </p>
                                </list-item>
                            </list> </p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Research gap</bold> 
                            <list list-type="bullet">
                                <list-item>
                                    <p>The research gap is not clearly articulated.</p>
                                </list-item>
                                <list-item>
                                    <p>It remains unclear how this study extends existing knowledge on digital HRM and competitive advantage.</p>
                                </list-item>
                            </list> </p>
                    </list-item>
                </list> Recommendation</p>
            <p> The authors should: 
                <list list-type="bullet">
                    <list-item>
                        <p>Improve language clarity and readability.</p>
                    </list-item>
                    <list-item>
                        <p>Strengthen theoretical grounding.</p>
                    </list-item>
                    <list-item>
                        <p>Clearly articulate the research gap and contribution of the study.</p>
                    </list-item>
                </list> </p>
            <p> 2. Is the study design appropriate and technically sound?</p>
            <p> 
                <bold>Answer: Yes</bold>
            </p>
            <p> The study uses a descriptive analytical research design, which is suitable for examining relationships between digital HRM practices and competitive advantage.</p>
            <p> Strengths 
                <list list-type="bullet">
                    <list-item>
                        <p>Clear identification of independent and dependent variables.</p>
                    </list-item>
                    <list-item>
                        <p>Use of established dimensions of digital HRM (recruitment, selection, training, etc.).</p>
                    </list-item>
                    <list-item>
                        <p>Reliability testing shows strong internal consistency (Cronbach&#x2019;s alpha = 0.94).</p>
                    </list-item>
                    <list-item>
                        <p>Use of SPSS and AMOS is appropriate for statistical analysis.</p>
                    </list-item>
                </list> Limitation</p>
            <p> While the overall design is acceptable, the conceptual model and theoretical justification could be stronger.</p>
            <p> 3. Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p> 
                <bold>Answer: Partly</bold>
            </p>
            <p> The methodology section provides a basic description of the research design, but important details are missing.</p>
            <p> Missing methodological details</p>
            <p> The authors should clarify:</p>
            <p> &#x2022; The questionnaire instrument used</p>
            <p> &#x2022; The number of items measuring each construct</p>
            <p> &#x2022; The Likert scale format used in the survey</p>
            <p> &#x2022; The sampling technique (random, purposive, convenience, etc.)</p>
            <p> &#x2022; The number of banks involved</p>
            <p> &#x2022; The country or geographic context of the banks</p>
            <p> &#x2022; The measurement model used in AMOS</p>
            <p> Providing the full survey instrument as an appendix would significantly improve reproducibility.</p>
            <p> 4. If applicable, is the statistical analysis and interpretation appropriate?</p>
            <p> 
                <bold>Answer: Yes</bold>
            </p>
            <p> The statistical techniques used are generally appropriate for the research objectives.</p>
            <p> Analyses conducted</p>
            <p> The study includes: 
                <list list-type="bullet">
                    <list-item>
                        <p>Reliability testing</p>
                    </list-item>
                    <list-item>
                        <p>Correlation analysis</p>
                    </list-item>
                    <list-item>
                        <p>Regression analysis</p>
                    </list-item>
                </list> The results indicate: 
                <list list-type="bullet">
                    <list-item>
                        <p>Strong positive correlation between DHRM and competitive advantage (r = 0.96)</p>
                    </list-item>
                    <list-item>
                        <p>Significant regression effect (&#x03b2; = 0.949, p = 0.002)</p>
                    </list-item>
                </list> Issues to improve</p>
            <p> To enhance statistical rigor, the authors should include:</p>
            <p> &#x2022; Structural model fit indices from AMOS (CFI, RMSEA, TLI)</p>
            <p> &#x2022; Clear explanation of effect sizes</p>
            <p> &#x2022; A structural model diagram</p>
            <p> 5. Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p> 
                <bold>Answer: </bold>Partly</p>
            <p> The manuscript indicates that the dataset is available through Zenodo, which is commendable.</p>
            <p> However, the following materials are not provided: 
                <list list-type="bullet">
                    <list-item>
                        <p>The survey questionnaire</p>
                    </list-item>
                    <list-item>
                        <p>The coding scheme for variables</p>
                    </list-item>
                    <list-item>
                        <p>Detailed dataset documentation</p>
                    </list-item>
                </list> Providing these materials would significantly improve transparency and reproducibility.</p>
            <p> 6. Are the conclusions supported by the results?</p>
            <p> Answer: Yes</p>
            <p> The conclusions are broadly consistent with the empirical results.</p>
            <p> The findings indicate that: 
                <list list-type="bullet">
                    <list-item>
                        <p>Digital HRM practices positively influence competitive advantage.</p>
                    </list-item>
                    <list-item>
                        <p>Digital learning and compensation management have strong effects.</p>
                    </list-item>
                    <list-item>
                        <p>Digital HR transformation supports operational efficiency and strategic competitiveness.</p>
                    </list-item>
                </list> The policy recommendations encouraging banks to invest in digital HR infrastructure are consistent with the findings.</p>
            <p> Major Issues (Must Be Addressed) 
                <list list-type="order">
                    <list-item>
                        <p>Improve language clarity and academic writing throughout the manuscript.</p>
                    </list-item>
                    <list-item>
                        <p>Strengthen the literature review with deeper theoretical integration.</p>
                    </list-item>
                    <list-item>
                        <p>Clearly articulate the research gap and contribution.</p>
                    </list-item>
                    <list-item>
                        <p>Provide detailed description of the questionnaire and measurement scales.</p>
                    </list-item>
                    <list-item>
                        <p>Clarify the sampling technique and study context.</p>
                    </list-item>
                    <list-item>
                        <p>Include additional statistical information from AMOS analysis.</p>
                    </list-item>
                    <list-item>
                        <p>Provide the questionnaire instrument and dataset documentation.</p>
                    </list-item>
                </list> Minor Issues</p>
            <p> &#x2022; Some paragraphs in the literature review are overly descriptive.</p>
            <p> &#x2022; Table explanations could be clearer.</p>
            <p> &#x2022; The discussion section could better connect results to prior research.</p>
            <p> Recommendation to the Editor</p>
            <p> 
                <bold>Decision: Major Revision</bold>
            </p>
            <p> The manuscript addresses an important research topic and has potential to contribute to the literature on digital human resource management and competitive advantage. However, several improvements are required in terms of theoretical grounding, methodological transparency, and clarity of presentation before the manuscript can be considered for indexing.</p>
            <p> &#x2714; 
                <bold>Final Review Summary</bold>
            </p>
            <p> CriterionDecisionClarity and literaturePartly</p>
            <p> Study designYes</p>
            <p> Methods replicabilityPartly</p>
            <p> Statistical analysisYes</p>
            <p> Data availabilityPartly</p>
            <p> Conclusions supportedYes</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Partly</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>HRM , OB</p>
            <p>We confirm that we have read this submission and believe that we have an appropriate level of expertise to state that we do not consider it to be of an acceptable scientific standard, for reasons outlined above.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report463430">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.191934.r463430</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Yulianto</surname>
                        <given-names>Erwin</given-names>
                    </name>
                    <xref ref-type="aff" rid="r463430a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-7916-1821</uri>
                </contrib>
                <aff id="r463430a1">
                    <label>1</label>Universitas Langlangbuana, Bandung, West Java, 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>11</day>
                <month>3</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Yulianto E</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="relatedArticleReport463430" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.174062.1"/>
            <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>Summary of the Article</bold>
            </p>
            <p> </p>
            <p> This study investigates the role of 
                <bold>Digital Human Resource Management (DHRM)</bold> in achieving 
                <bold>competitive advantage</bold> in private banks. The authors aim to explore the level of adoption of digital HR practices and examine their relationship and impact on competitive performance.</p>
            <p> </p>
            <p> The study adopts a 
                <bold>descriptive analytical research design</bold> and collects data through a questionnaire distributed to 
                <bold>150 administrative leaders in private banks</bold>. Statistical analysis was conducted using 
                <bold>SPSS (Version 27)</bold> and 
                <bold>AMOS (Version 24)</bold> to test reliability, internal consistency, correlations, and structural relationships between variables.</p>
            <p> </p>
            <p> The results indicate a 
                <bold>strong positive correlation between digital human resource management and competitive advantage (r = 0.96, p = 0.002)</bold>. Among the digital HR dimensions examined, 
                <bold>digital learning</bold> was found to have the most significant impact on competitive advantage. The authors conclude that strengthening digital HR practices can improve operational efficiency and enhance the competitiveness of private banks.</p>
            <p> Overall, the topic is relevant and timely given the growing importance of digital transformation in the banking sector.</p>
            <p> </p>
            <p> 
                <bold>Detailed Comments</bold>
            </p>
            <p> 
                <bold>1. Clarity of Presentation and Literature Review (Partly)</bold>
            </p>
            <p> The article addresses an important and relevant topic in the field of 
                <bold>digital HR transformation and strategic management</bold>. The introduction and literature review provide a broad overview of the concepts of digital HRM and competitive advantage.</p>
            <p> However, several improvements are recommended: 
                <list list-type="bullet">
                    <list-item>
                        <p>Some 
                            <bold>sentences in the literature review contain grammatical issues and unclear phrasing</bold>, which affect readability.</p>
                    </list-item>
                    <list-item>
                        <p>A number of references appear 
                            <bold>descriptive rather than analytical</bold>, and the discussion could better synthesize prior research.</p>
                    </list-item>
                    <list-item>
                        <p>The literature review would benefit from 
                            <bold>more recent international studies on digital HR transformation in banking or financial services</bold>.</p>
                    </list-item>
                    <list-item>
                        <p>The research gap could be stated 
                            <bold>more explicitly</bold>, clarifying what new contribution this study provides beyond existing research.</p>
                    </list-item>
                </list> Improving language clarity and strengthening the theoretical discussion would significantly enhance the manuscript.</p>
            <p> </p>
            <p> 
                <bold>2. Study Design and Technical Soundness (Yes)</bold>
            </p>
            <p> The 
                <bold>descriptive analytical approach</bold> used in the study is appropriate for examining relationships between digital HR practices and competitive advantage.</p>
            <p> Strengths include: 
                <list list-type="bullet">
                    <list-item>
                        <p>Use of established dimensions of digital HRM and competitive advantage.</p>
                    </list-item>
                    <list-item>
                        <p>Application of 
                            <bold>reliability testing (Cronbach&#x2019;s alpha = 0.94)</bold> indicating strong internal consistency.</p>
                    </list-item>
                    <list-item>
                        <p>Use of 
                            <bold>SPSS and AMOS</bold>, which are appropriate tools for correlation and structural analysis.</p>
                    </list-item>
                </list> Overall, the research design is suitable for the study objectives.</p>
            <p> </p>
            <p> 
                <bold>3. Methods and Replicability (Partly)</bold>
            </p>
            <p> While the methodology section describes the research design and sample characteristics, some details are still missing that would improve replicability:</p>
            <p> The authors should clarify: 
                <list list-type="bullet">
                    <list-item>
                        <p>The 
                            <bold>exact questionnaire items or measurement scale used</bold> for each variable.</p>
                    </list-item>
                    <list-item>
                        <p>The 
                            <bold>Likert scale format</bold> applied in the survey.</p>
                    </list-item>
                    <list-item>
                        <p>The 
                            <bold>sampling technique</bold> (e.g., random, purposive, convenience sampling).</p>
                    </list-item>
                    <list-item>
                        <p>The 
                            <bold>number of banks involved and their geographic context</bold>.</p>
                    </list-item>
                    <list-item>
                        <p>The 
                            <bold>model specification used in AMOS analysis</bold>.</p>
                    </list-item>
                </list> Providing the full instrument or an appendix with survey items would help other researchers replicate the study.</p>
            <p> </p>
            <p> 
                <bold>4. Statistical Analysis (Yes)</bold>
            </p>
            <p> The statistical analysis appears appropriate for the study objectives.</p>
            <p> The authors conducted: 
                <list list-type="bullet">
                    <list-item>
                        <p>Reliability analysis</p>
                    </list-item>
                    <list-item>
                        <p>Correlation testing</p>
                    </list-item>
                    <list-item>
                        <p>Structural relationship analysis</p>
                    </list-item>
                </list> The interpretation of results is generally consistent with the statistical findings. The reported correlation between DHRM and competitive advantage is strong and statistically significant.</p>
            <p> However, the authors may consider providing: 
                <list list-type="bullet">
                    <list-item>
                        <p>Additional model fit indices for AMOS analysis</p>
                    </list-item>
                    <list-item>
                        <p>Clearer explanation of effect sizes and path coefficients.</p>
                    </list-item>
                </list> 
                <bold>5. Data Availability and Reproducibility (No)</bold>
            </p>
            <p> The manuscript does not provide 
                <bold>access to the raw dataset or underlying source data</bold> used in the analysis.</p>
            <p> To improve transparency and reproducibility, the authors are encouraged to: 
                <list list-type="bullet">
                    <list-item>
                        <p>Upload the dataset to a 
                            <bold>public repository</bold> or as 
                            <bold>supplementary material</bold>.</p>
                    </list-item>
                    <list-item>
                        <p>Provide the 
                            <bold>questionnaire instrument</bold> used in the study.</p>
                    </list-item>
                </list> 
                <bold>6. Conclusions (Yes)</bold>
            </p>
            <p> The conclusions are generally supported by the results presented.</p>
            <p> The study successfully demonstrates that digital HRM practices&#x2014;particularly 
                <bold>digital learning and development</bold>&#x2014;can significantly contribute to improving competitive advantage in private banks.</p>
            <p> The recommendations regarding investment in digital infrastructure and expansion of digital HR applications are aligned with the findings.</p>
            <p> </p>
            <p> 
                <bold>Recommendations for Improvement (Key Points)</bold>
            </p>
            <p> To strengthen the manuscript, the authors should: 
                <list list-type="order">
                    <list-item>
                        <p>Improve 
                            <bold>language clarity and grammar</bold> throughout the manuscript.</p>
                    </list-item>
                    <list-item>
                        <p>Strengthen the 
                            <bold>literature review</bold> by adding more recent studies and clarifying the research gap.</p>
                    </list-item>
                    <list-item>
                        <p>Provide 
                            <bold>more detailed information about the questionnaire and measurement scales</bold>.</p>
                    </list-item>
                    <list-item>
                        <p>Clarify the 
                            <bold>sampling method and research context</bold>.</p>
                    </list-item>
                    <list-item>
                        <p>Include 
                            <bold>data availability and survey instrument</bold> to improve reproducibility.</p>
                    </list-item>
                    <list-item>
                        <p>Provide 
                            <bold>additional explanation of AMOS results and model fit indicators</bold>.</p>
                    </list-item>
                </list> Overall, the manuscript contributes to the discussion on digital human resource management and competitive advantage in the banking sector. I appreciate the authors&#x2019; efforts in conducting this study and thank the editorial team for the opportunity to review this work.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>No</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Human Capital Management, Information System, Database, Software Engineering, Project Management, Operation Management, Strategic Management, Marketing Management, Banking Management, Risk Management</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>
</article>
