<?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="review-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.173163.2</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Harnessing e-Financial Literacy for Sustainable Loan Repayment and Growth of SMEs in Multicultural Contexts: A Review of Strategic Innovative e-Solutions</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 2; peer review: 2 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Ongesa Nyamboga</surname>
                        <given-names>Tom</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</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/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0009-0004-7073-8219</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Business Administration, Kampala International University - Western Campus, Bushenyi, Western Region, 71, Uganda</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:tomongesa@gmail.com">tomongesa@gmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>4</day>
                <month>6</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2025</year>
            </pub-date>
            <volume>14</volume>
            <elocation-id>1326</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>17</day>
                    <month>3</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Ongesa Nyamboga T</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/14-1326/pdf"/>
            <abstract>
                <p>This review synthesises literature on how digital financial literacy and technological solutions influence sustainable loan repayment and growth among small and medium sized enterprises (SMEs) in multicultural contexts. Despite the growing adoption of digital financial tools, significant gaps remain regarding their long-term impact, cross cultural applicability, and integration with behavioural and institutional frameworks. Anchored in Human Capital Theory, the Theory of Planned Behaviour, and the Technology Acceptance Model, the review explores how knowledge, skills, attitudes, and perceived ease of use shape SMEs&#x2019; adoption of digital tools and responsible financial behaviour. The study employed a thematic analysis of journals, reports, and dissertations published between 2015 and 2025, sourced from Google Scholar, Web of Science, Scopus, SpringerLink and JSTOR. We examined five thematic areas: digital financial education, data driven financial analytics, virtual inclusive financial literacy platforms, fintech integration, and digital policy and institutional ecosystems. Our findings reveal that mobile based applications, e learning modules, gamified interfaces, AI powered adaptive learning, predictive financial analytics, and fintech solutions such as mobile banking and blockchain enhance SMEs&#x2019; financial literacy and repayment behaviour. However, we established that limited internet access, low digital literacy, complex digital interfaces, socio cultural barriers, and weak institutional frameworks hinder effective adoption and long-term engagement. Success stories such as M Pesa&#x2019;s Pamoja app in Kenya, Alipay&#x2019;s SME academy in China, and Google&#x2019;s Primer App illustrate adaptive strategies for sustainable growth. In this review, we conclude that sustainable SME development requires human capital investment, inclusive technology adoption, and supportive institutional policies to inform equitable digital transformation.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Digital Financial Innovation</kwd>
                <kwd>e-financial Literacy</kwd>
                <kwd>Strategic Innovative e-Solutions</kwd>
                <kwd>SMEs Growth</kwd>
                <kwd>Sustainable Loan Repayment</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
        <notes>
            <sec sec-type="version-changes">
                <label>Revised</label>
                <title>Amendments from Version 1</title>
                <p>Reviewer 1: The manuscript now provides a more critical comparison across regions, highlighting how multicultural factors influence SME adoption of e-financial tools. Repetitive text has been reduced and overlapping ideas merged for clarity. The novel analytical contribution of this review is emphasised by linking thematic findings to theoretical frameworks (TPB, Human Capital Theory, TAM) in multicultural contexts. Empirical validity has been strengthened by prioritising peer-reviewed journal sources, including quantitative evidence on repayment performance where available, and broad generalisations have been revised to reflect context-specific outcomes supported by data. Reviewer 2:&#x00a0; The introduction has been condensed to foreground the combined role of e-financial literacy and digital solutions in SME loan repayment and development. Review questions have been introduced, thematic domains linked to objectives, and a synthesis and implications section added to compare the five themes with the theoretical frameworks (TPB, Human Capital Theory, TAM). The methods section now clearly reports search strategy, screening, coding, appraisal criteria, and measures for methodological rigor. Multicultural differences are systematically analysed, linking culture to theoretical constructs. A critical synthesis of success stories (e.g., M-Pesa, Alipay SME Academy, Google Primer) evaluates evidence strength, context-dependence, and empirical support. Redundancies have been reduced, references updated with accurate formatting, and citation quality strengthened. Overall, these revisions improve clarity, rigor, and critical analysis throughout the manuscript.</p>
            </sec>
        </notes>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>Introduction</title>
            <p>The rapid evolution of digital technologies has transformed financial landscapes worldwide, reshaping how SMEs access, manage, and repay loans.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>,
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> In increasingly multicultural and digitally integrated markets, e-financial literacy has emerged as a critical factor in promoting sustainable loan repayment and business growth.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>,
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> By equipping SME owners with the knowledge and skills to use digital financial tools effectively, e-financial literacy enables informed decision-making, responsible borrowing, and consistent repayment, thereby enhancing creditworthiness and supporting long-term enterprise sustainability.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>,
                    <xref ref-type="bibr" rid="ref10">6</xref>
                </sup> SMEs leveraging strategic digital solutions, such as mobile-based financial applications, online bookkeeping, and digital lending platforms, can improve repayment discipline, monitor cash flows, and reduce default risks across diverse cultural contexts.
                <sup>
                    <xref ref-type="bibr" rid="ref11">7</xref>,
                    <xref ref-type="bibr" rid="ref16">8</xref>
                </sup>
            </p>
            <p>Despite these advancements, SMEs operating in multicultural and heterogeneous economic environments continue to face challenges in managing debt and achieving sustainable growth, often due to limited financial knowledge, inadequate credit management skills, or difficulties navigating digital financial systems.
                <sup>
                    <xref ref-type="bibr" rid="ref17">9</xref>,
                    <xref ref-type="bibr" rid="ref20">10</xref>
                </sup> Empirical evidence from Kenya, India, and Ghana shows that the adoption of mobile financial applications, digital lending platforms, and e-learning programmes enhances repayment performance, strengthens financial record management, and supports enterprise growth.
                <sup>
                    <xref ref-type="bibr" rid="ref21">11</xref>,
                    <xref ref-type="bibr" rid="ref26">12</xref>
                </sup> Moreover, in multicultural markets, digital financial tools and dashboards reduce dependence on collateral, improve financial decision-making, and foster equitable access to credit.
                <sup>
                    <xref ref-type="bibr" rid="ref27">13</xref>,
                    <xref ref-type="bibr" rid="ref28">14</xref>
                </sup>
            </p>
            <p>While prior research has examined elements of financial literacy, digital tool adoption, and repayment behaviour separately, few studies explore their combined influence on SME growth in multicultural contexts. Studies grounded in Theory of Planned Behavior (TPB) highlight that owner-managers&#x2019; attitudes, subjective norms, and perceived behavioural control shape financial behaviours, including loan-repayment discipline.
                <sup>
                    <xref ref-type="bibr" rid="ref29">15</xref>,
                    <xref ref-type="bibr" rid="ref31">16</xref>
                </sup> Human Capital Theory shows that investing in financial education and skills enhances SMEs&#x2019; productivity and ability to manage debt effectively,
                <sup>
                    <xref ref-type="bibr" rid="ref32">17</xref>,
                    <xref ref-type="bibr" rid="ref34">18</xref>
                </sup> while the Technology Acceptance Model (TAM) indicates that perceived usefulness and ease-of-use of digital tools strongly influence adoption and subsequent business performance.
                <sup>
                    <xref ref-type="bibr" rid="ref9">19</xref>
                </sup>
            </p>
            <p>A critical gap remains in understanding how e-financial literacy (as human capital) and digital solution adoption (via TAM) interact with SME behavioural intentions (via TPB) to simultaneously influence sustainable loan repayment and enterprise growth in multicultural settings. This study addresses this gap by investigating the integrated role of e-financial literacy and innovative digital solutions in strengthening repayment discipline and supporting SME development across diverse cultural and economic contexts. The findings aim to inform policy on financial education, inclusive credit systems, and technology-driven enterprise development.</p>
            <p>The purpose of this study is to investigate how e-financial literacy and the adoption of innovative digital solutions influence sustainable loan repayment and SME growth in multicultural contexts, providing policy insights to strengthen financial education, inclusive credit systems and technology-driven enterprise development.</p>
            <p>The specific objectives of this study are to:
                <list list-type="roman-lower">
                    <list-item>
                        <label>i.</label>
                        <p>Examine the influence of e-financial literacy on sustainable loan repayment and business growth among SMEs in multicultural contexts.</p>
                    </list-item>
                    <list-item>
                        <label>ii.</label>
                        <p>Assess how the adoption of innovative digital financial solutions affects SMEs&#x2019; loan repayment performance and overall business growth.</p>
                    </list-item>
                    <list-item>
                        <label>iii.</label>
                        <p>Identify the key enablers and barriers influencing SMEs&#x2019; e-financial literacy, digital adoption, loan repayment, and growth.</p>
                    </list-item>
                    <list-item>
                        <label>iv.</label>
                        <p>Explore the interaction between behavioural, human capital, and technological factors using the Theory of Planned Behaviour, Human Capital Theory, and the Technology Acceptance Model to explain SME financial decisions.</p>
                    </list-item>
                    <list-item>
                        <label>v.</label>
                        <p>Contribute to the body of knowledge by integrating behavioural, educational, and technological dimensions of SME financial management and growth.</p>
                    </list-item>
                    <list-item>
                        <label>vi.</label>
                        <p>Generate policy recommendations that promote e-financial literacy development, inclusive access to credit, and digital innovation frameworks to strengthen SME resilience and long-term sustainability.</p>
                    </list-item>
                </list>
            </p>
            <p>The primary research question guiding this study is:</p>
            <p>How do e-financial literacy and the adoption of innovative digital financial solutions influence sustainable loan repayment and business growth among SMEs in multicultural contexts?</p>
        </sec>
        <sec id="sec2">
            <title>Materials and methods</title>
            <p>This study employed a narrative literature review with thematic analysis to synthesise existing evidence on the role of digital financial literacy and technological innovations in promoting sustainable loan repayment and growth among SMEs in multicultural contexts. This approach enabled a comprehensive integration of theoretical, empirical, and policy-based studies published between 2015 and 2025, framed within Human Capital Theory, TPB, and the TAM. The review aimed to identify key trends, challenges, and opportunities influencing digital financial inclusion among SMEs globally.</p>
            <sec id="sec3">
                <title>Data collection and search strategy</title>
                <p>A systematic search of relevant literature was conducted across academic databases, institutional repositories, and peer-reviewed journals. Primary sources included Google Scholar, Web of Science, Scopus, ResearchGate, and reports from international organisations such as the World Bank, OECD, and IMF. Only studies published in English between 2015 and 2025 were considered.</p>
                <p>Searches were guided by Boolean operators and keyword combinations, including: digital financial literacy, SME financial behaviour, sustainable loan repayment, fintech adoption, virtual financial education, data-driven financial analytics, institutional digital policy, multicultural financial inclusion, and Technology Acceptance Model in SMEs. The search initially yielded approximately 1,250 records. After removing duplicates and irrelevant sources, 680 records were screened. From these, 240 full-text studies were assessed for eligibility, resulting in 132 studies included in the final synthesis.</p>
            </sec>
            <sec id="sec4">
                <title>Inclusion and Exclusion criteria</title>
                <p>Included studies met the following criteria: published between 2015 and 2025; peer-reviewed or institutionally verified; focused on SMEs and digital financial literacy; examined behavioural, technological, or institutional dimensions; and reported evidence on adoption, financial performance, or loan repayment outcomes. Both qualitative and quantitative designs were considered to ensure methodological diversity.</p>
                <p>Exclusion criteria included studies lacking empirical or conceptual relevance to SME digital financial literacy, publications before 2015, non-English articles, opinion pieces, conference abstracts, and studies focused exclusively on large corporations or personal financial literacy without an SME orientation.</p>
            </sec>
            <sec id="sec5">
                <title>Control of subjective interpretations</title>
                <p>To minimise researcher bias, data extraction and interpretation followed a structured coding framework based on theoretical constructs from Human Capital Theory, TPB, and TAM. Two independent reviewers conducted the initial screening and coding of all studies. Intercoder reliability was assessed through iterative cross-checks, achieving a 92% agreement rate. Conflicts in coding or theme assignment were resolved through discussion and consensus, with a third senior reviewer consulted for persistent disagreements. Triangulation of sources enhanced credibility and reduced subjective distortions.</p>
            </sec>
            <sec id="sec6">
                <title>Data analysis</title>
                <p>Data were analysed using thematic analysis through a multi-phase process: familiarisation, initial coding, theme identification, theme refinement, and synthesis. Five thematic domains guided the analysis: digital financial education, data-driven financial analytics, virtual inclusive literacy platforms, fintech integration, and policy ecosystems. The interplay between theoretical frameworks and practical applications was explored to identify emerging trends, challenges, and knowledge gaps.</p>
            </sec>
            <sec id="sec7">
                <title>Evaluation process</title>
                <p>Each included study was critically appraised using an adapted checklist assessing conceptual clarity, methodological transparency, theoretical grounding, empirical relevance, internal consistency, cultural sensitivity, and applicability to multicultural SME contexts. The checklist criteria are summarised in Appendix A. This evaluation strengthened the robustness of insights and ensured alignment with the study&#x2019;s theoretical underpinnings.</p>
            </sec>
            <sec id="sec8">
                <title>Methodological rigor</title>
                <p>Rigor was maintained through systematic documentation of all stages, from literature identification to synthesis, ensuring transparency, replicability, and comprehensiveness. The use of multiple theoretical perspectives strengthened interpretative depth, while diverse data sources, including peer-reviewed journals, institutional reports, and doctoral dissertations, enhanced credibility.</p>
                <p>This approach provided a nuanced understanding of digital financial literacy and technological innovations&#x2019; impact on SME sustainability, lending performance, and growth across multicultural settings. This study is explicitly a narrative review.</p>
            </sec>
            <sec id="sec9">
                <title>Theoretical framework</title>
                <p>The review will be anchored on the TPB, Human Capital Theory, and the TAM, each offering a unique perspective to explain how SMEs&#x2019; financial literacy and adoption of innovative digital solutions influence sustainable loan repayment and business growth in multicultural settings.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref37">22</xref>
                    </sup> This is shown in 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>Theoretical framework on e-financial literacy for sustainable loan repayment and growth of SMEs.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/197827/b1a0b12a-befc-4de6-876c-6f0a863fa030_figure1.gif"/>
                </fig>
                <p>The Human Capital Theory posits that individuals&#x2019; knowledge, skills, and competencies constitute a form of capital that can be invested to generate economic returns.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">23</xref>,
                        <xref ref-type="bibr" rid="ref39">24</xref>
                    </sup> Its central assumption is that enhancing human capabilities, such as financial literacy, improves decision-making, productivity, and long-term sustainability.
                    <sup>
                        <xref ref-type="bibr" rid="ref40">25</xref>,
                        <xref ref-type="bibr" rid="ref41">26</xref>
                    </sup> In this study, Human Capital Theory provides a framework to understand how SME owners&#x2019; financial knowledge and skills directly affect responsible loan management and overall business growth, emphasising the role of education and expertise as drivers of economic performance.</p>
                <p>The TPB posits that an individual&#x2019;s behaviour is guided by their attitudes, subjective norms, and perceived behavioural control.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>,
                        <xref ref-type="bibr" rid="ref42">27</xref>
                    </sup> The theory assumes that behavioural intentions are shaped by personal evaluations, social influences, and perceived ability to perform specific actions.
                    <sup>
                        <xref ref-type="bibr" rid="ref43">28</xref>,
                        <xref ref-type="bibr" rid="ref44">29</xref>
                    </sup> Within the context of this study, TPB offers a framework to explain how SME owners&#x2019; attitudes towards e-financial literacy, the influence of community or cultural expectations, and their confidence in managing loans and adopting digital tools collectively shape sustainable loan repayment behaviour and intentions for business growth.</p>
                <p>The TAM posits that the adoption of new technology is primarily determined by perceived usefulness and perceived ease of use.
                    <sup>
                        <xref ref-type="bibr" rid="ref37">22</xref>,
                        <xref ref-type="bibr" rid="ref45">30</xref>
                    </sup> Its assumptions include the belief that individuals are more likely to embrace technology that they find beneficial and easy to operate, and that technology adoption mediates the translation of knowledge into practical outcomes.
                    <sup>
                        <xref ref-type="bibr" rid="ref46">31</xref>,
                        <xref ref-type="bibr" rid="ref47">32</xref>
                    </sup> TAM forms a framework for this study by illustrating how the uptake of innovative e-solutions facilitates improved financial tracking, adherence to repayment schedules, and strategic planning, effectively linking financial literacy with practical application.</p>
                <p>Collectively, these theories provide a comprehensive conceptual framework where financial literacy, psychological factors, and technology adoption interact to influence SME performance. TPB explains the behavioural and motivational mechanisms, Human Capital Theory emphasises the foundational role of knowledge and skills, and TAM highlights the practical application of digital tools. The multicultural context further moderates these relationships, recognising that cultural diversity shapes financial attitudes, technology adoption, and repayment behaviour, thereby offering a nuanced understanding of SME growth in diverse settings.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref37">22</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec10">
                <title>Literature review</title>
                <p>The review examines studies highlighting the critical role of e-financial literacy and the adoption of e-solutions in improving loan repayment and SME growth in diverse contexts, as shown in 
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>.</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>Conceptual framework on e-financial literacy for sustainable loan repayment and growth of SMEs.</title>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/197827/b1a0b12a-befc-4de6-876c-6f0a863fa030_figure2.gif"/>
                </fig>
            </sec>
            <sec id="sec11">
                <title>Review questions</title>
                <p>This review seeks to address the following key questions:
                    <list list-type="order">
                        <list-item>
                            <label>1.</label>
                            <p>How does digital financial education enhance SMEs&#x2019; financial literacy, loan repayment, and long-term growth across multicultural contexts?</p>
                        </list-item>
                        <list-item>
                            <label>2.</label>
                            <p>What is the role of data-driven financial analytics in supporting informed decision-making and sustainable financial management among SMEs?</p>
                        </list-item>
                        <list-item>
                            <label>3.</label>
                            <p>How do virtual inclusive financial literacy platforms improve access, engagement, and practical application of financial knowledge?</p>
                        </list-item>
                        <list-item>
                            <label>4.</label>
                            <p>How does the integration of fintech solutions promote financial inclusion, transparency, and measurable improvements in SME creditworthiness and repayment behaviour?</p>
                        </list-item>
                        <list-item>
                            <label>5.</label>
                            <p>How do digital policies and institutional ecosystems facilitate SME adoption of e-financial literacy and digital tools while ensuring responsible and inclusive financial practices?</p>
                        </list-item>
                    </list>
                </p>
                <p>Each thematic domain is discussed below, highlighting empirical findings, quantitative outcomes where available, and implications for SMEs&#x2019; financial sustainability. This is shown in 
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>.</p>
            </sec>
            <sec id="sec12">
                <title>Digital financial education</title>
                <p>Digital financial education has emerged as a transformative force in enhancing financial literacy and promoting sustainable loan repayment among SMEs.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">33</xref>,
                        <xref ref-type="bibr" rid="ref48">34</xref>
                    </sup> SMEs operate in increasingly complex financial environments where entrepreneurs must interpret digital financial information, monitor cash flow, and comply with loan obligations. Evidence from structured digital financial education programmes shows measurable improvements in financial competence and repayment behaviour. Empirical studies comparing programme participants with control groups indicate that SMEs exposed to structured digital financial training demonstrate stronger credit management practices and higher loan repayment performance.
                    <sup>
                        <xref ref-type="bibr" rid="ref49">35</xref>,
                        <xref ref-type="bibr" rid="ref50">36</xref>
                    </sup> These improvements reflect the capacity of digital learning environments to translate financial knowledge into practical financial behaviour. Digital platforms also overcome geographic and cultural barriers by delivering context-specific learning materials that allow entrepreneurs to understand financial concepts within their local business environments, strengthening creditworthiness and long-term enterprise stability.
                    <sup>
                        <xref ref-type="bibr" rid="ref48">34</xref>,
                        <xref ref-type="bibr" rid="ref51">37</xref>,
                        <xref ref-type="bibr" rid="ref52">38</xref>
                    </sup>
                </p>
                <p>Mobile-based financial learning applications have become particularly influential in strengthening SME financial capability across both developed and developing economie.
                    <sup>
                        <xref ref-type="bibr" rid="ref49">35</xref>
                    </sup> Platforms such as M-Pesa&#x2019;s &#x201c;Pamoja&#x201d; app in Kenya
                    <sup>
                        <xref ref-type="bibr" rid="ref53">39</xref>,
                        <xref ref-type="bibr" rid="ref54">40</xref>
                    </sup> and Alipay&#x2019;s SME financial academy in China provide interactive training modules that teach budgeting, cash-flow monitoring, and responsible borrowing practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref55">41</xref>,
                        <xref ref-type="bibr" rid="ref56">42</xref>
                    </sup> Evidence from quantitative studies indicates that SMEs using these mobile learning systems record improvements in cash-flow tracking and loan repayment performance, with repayment compliance increasing by approximately 10&#x2013;15% within six months of programme participation.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref60">44</xref>
                    </sup> The mechanisms behind these outcomes involve the practical integration of financial learning with everyday business operations. Gamified interfaces, multilingual navigation, and scenario-based financial exercises allow SME owners to simulate financial decision-making processes. In Sub-Saharan Africa and South Asia, where many SME owners operate without formal financial training or access to traditional banking education, mobile-based financial education provides an accessible learning pathway that directly supports improved financial management behaviour.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref60">44</xref>
                    </sup>
                </p>
                <p>Online financial management courses further demonstrate measurable improvements in SME financial literacy and repayment outcomes.
                    <sup>
                        <xref ref-type="bibr" rid="ref61">45</xref>
                    </sup> Initiatives such as Goldman Sachs&#x2019; 10,000 Women programme and the World Bank&#x2019;s SME Finance Forum provide structured digital courses that combine financial literacy with strategic business training. Case studies from Latin America, Europe, and Africa indicate that entrepreneurs participating in these programmes apply budgeting techniques, financial planning strategies, and credit monitoring practices acquired through digital learning modules. Empirical evidence reports repayment performance improvements of approximately 12&#x2013;18% among SMEs that completed such training programmes.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">33</xref>,
                        <xref ref-type="bibr" rid="ref62">46</xref>,
                        <xref ref-type="bibr" rid="ref66">47</xref>
                    </sup> The observed repayment improvements are linked to the integration of financial literacy with broader managerial training. Entrepreneurs exposed to these programmes demonstrate stronger financial discipline, improved investment decisions, and more systematic tracking of business income and expenditure. Digital course platforms also allow SME owners to compare practices across international markets, encouraging the adaptation of successful financial strategies to local business conditions.</p>
                <p>E-learning modules tailored specifically for SME financial management provide continuous access to financial education beyond traditional classroom-based training.
                    <sup>
                        <xref ref-type="bibr" rid="ref67">48</xref>
                    </sup> Initiatives such as the OECD &#x201c;Digital for SMEs&#x201d; (D4SME) programme deliver modular online resources designed to integrate digital tools into everyday financial planning and operational management.
                    <sup>
                        <xref ref-type="bibr" rid="ref68">49</xref>,
                        <xref ref-type="bibr" rid="ref70">50</xref>
                    </sup> Evidence from programme evaluations suggests that SMEs participating in these modules demonstrate improved compliance with financial regulations and stronger financial monitoring practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref68">49</xref>,
                        <xref ref-type="bibr" rid="ref70">50</xref>
                    </sup> The design of these e-learning environments contributes significantly to behavioural outcomes. Visual storytelling, audio translations, and culturally contextualised examples allow SME owners from diverse linguistic and educational backgrounds to understand financial concepts more effectively. In multicultural regions such as the European Union and Southeast Asia, the availability of adaptive learning content ensures that financial education accommodates diverse literacy levels, thereby expanding the reach and impact of digital financial learning initiatives.
                    <sup>
                        <xref ref-type="bibr" rid="ref68">49</xref>,
                        <xref ref-type="bibr" rid="ref70">50</xref>
                    </sup>
                </p>
                <p>Interactive budgeting and accounting tools further bridge the gap between theoretical financial knowledge and practical financial management.
                    <sup>
                        <xref ref-type="bibr" rid="ref71">51</xref>
                    </sup> Platforms such as QuickBooks Online, Wave Accounting, and Zoho Books provide cloud-based systems that allow SME owners to monitor budgets, record transactions, and track financial performance in real time.
                    <sup>
                        <xref ref-type="bibr" rid="ref72">52</xref>,
                        <xref ref-type="bibr" rid="ref73">53</xref>
                    </sup> Evaluations conducted among SMEs in Canada and Singapore reveal that entrepreneurs using these systems improve expense monitoring and reduce late-payment incidents by approximately 15&#x2013;20%.
                    <sup>
                        <xref ref-type="bibr" rid="ref73">53</xref>,
                        <xref ref-type="bibr" rid="ref76">54</xref>
                    </sup> The observed financial improvements reflect the capacity of digital accounting systems to convert financial knowledge into operational decision-making. Real-time financial dashboards allow SME owners to identify cash-flow gaps, anticipate repayment deadlines, and adjust spending behaviour before financial problems escalate. In multicultural business environments, these systems also incorporate local tax regulations, currency formats, and language preferences, enabling entrepreneurs to make informed financial decisions while complying with national financial regulations.</p>
                <p>Digital financial education implemented through these evidence-based and culturally adaptive tools strengthens SME financial resilience, improves loan repayment performance, and promotes sustainable enterprise growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref48">34</xref>
                    </sup> Empirical evidence across digital learning platforms demonstrates that the combination of accessible technology, interactive financial tools, and practical learning content significantly improves SME financial behaviour. Mobile learning applications, online training programmes, and cloud-based financial management tools provide complementary mechanisms that collectively strengthen financial competence and credit discipline among entrepreneurs. These outcomes highlight the role of digital financial education as a scalable strategy for improving financial inclusion and strengthening SME development across diverse economic and cultural contexts.</p>
                <p>Research indicates that digital financial education measurably improves SMEs&#x2019; financial literacy, loan repayment performance, and credit management through mobile applications, online courses, and interactive e-learning modules.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">33</xref>,
                        <xref ref-type="bibr" rid="ref48">34</xref>,
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref66">47</xref>
                    </sup> Evidence from these case studies demonstrates clear short-term behavioural improvements in financial management and credit compliance. At the same time, several research gaps remain. Limited empirical research has examined the long-term sustainability of these improvements across multiple loan cycles. Questions also remain regarding how SMEs operating in different sectors respond to specific digital financial tools, and whether contextual factors such as infrastructure limitations, digital literacy levels, and cultural practices influence long-term programme effectiveness. Addressing these gaps remains critical for strengthening the design of culturally adaptive digital financial education programmes capable of sustaining SME financial resilience and responsible borrowing behaviour in diverse economic environments.</p>
                <p>Evidence from TPB constructs shows that SMEs&#x2019; attitudes toward digital financial tools improve significantly after structured e-learning, leading to greater intention to adopt and apply financial knowledge.
                    <sup>
                        <xref ref-type="bibr" rid="ref77">55</xref>
                    </sup> Subjective norms, including peer influence and mentorship within digital learning communities, strengthen SMEs&#x2019; commitment to responsible borrowing and timely loan repayment.
                    <sup>
                        <xref ref-type="bibr" rid="ref78">56</xref>
                    </sup> Perceived behavioural control increases as entrepreneurs gain confidence in using digital financial tools to track financial records, manage budgets, and comply with loan repayment schedules.
                    <sup>
                        <xref ref-type="bibr" rid="ref79">57</xref>
                    </sup> These behavioural shifts demonstrate how digital financial education influences both cognitive understanding and practical financial behaviour.</p>
                <p>Human Capital Theory is supported by evidence indicating that SMEs&#x2019; investment in digital financial learning strengthens managerial capability and financial decision-making skills.
                    <sup>
                        <xref ref-type="bibr" rid="ref80">58</xref>
                    </sup> Entrepreneurs who engage consistently with digital learning modules develop stronger competencies in credit evaluation, financial risk assessment, and problem-solving related to financial management.
                    <sup>
                        <xref ref-type="bibr" rid="ref81">59</xref>
                    </sup> Skill development through mobile and online learning platforms also enhances knowledge transfer within SME organisations, strengthening the overall financial capacity of enterprise teams and improving long-term organisational resilience.
                    <sup>
                        <xref ref-type="bibr" rid="ref82">60</xref>
                    </sup>
                </p>
                <p>TAM constructs reveal that perceived usefulness of financial applications, including mobile budgeting tools and online accounting systems, plays a central role in encouraging sustained adoption among SME owners.
                    <sup>
                        <xref ref-type="bibr" rid="ref83">61</xref>
                    </sup> Entrepreneurs adopt these systems more consistently when the tools demonstrate clear benefits for cash-flow monitoring, financial planning, and loan management. Perceived ease of use also significantly influences adoption behaviour, particularly among SME owners with limited prior experience with digital technologies.
                    <sup>
                        <xref ref-type="bibr" rid="ref84">62</xref>
                    </sup> When financial applications incorporate intuitive interfaces and simplified financial dashboards, entrepreneurs demonstrate greater confidence in using these systems for everyday financial decision-making. Evidence also shows that culturally adapted interfaces improve perceived relevance, encouraging sustained engagement with digital financial education tools and strengthening long-term financial literacy development.
                    <sup>
                        <xref ref-type="bibr" rid="ref85">63</xref>,
                        <xref ref-type="bibr" rid="ref86">64</xref>
                    </sup>
                </p>
                <p>Through the integration of empirical evidence and theoretical frameworks, digital financial education demonstrates a clear capacity to strengthen SME financial behaviour. The combined influence of improved attitudes, strengthened behavioural control, enhanced human capital, and positive technology acceptance explains why digital financial education programmes consistently generate measurable improvements in loan repayment discipline and financial decision-making among SMEs globally.
                    <sup>
                        <xref ref-type="bibr" rid="ref87">65</xref>,
                        <xref ref-type="bibr" rid="ref88">66</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec14">
                <title>Data-driven financial analytics for decision-making</title>
                <p>Data-driven financial analytics play a pivotal role in improving financial literacy and promoting sustainable loan repayment among SMEs in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">43</xref>
                    </sup> Digital innovation has transformed how entrepreneurs collect, interpret, and apply financial information to make strategic business decisions.
                    <sup>
                        <xref ref-type="bibr" rid="ref77">55</xref>
                    </sup> Evidence from multiple peer-reviewed studies indicates that SMEs using data analytics demonstrate measurable improvements in loan repayment timeliness, cash-flow management, and profitability monitoring.
                    <sup>
                        <xref ref-type="bibr" rid="ref78">56</xref>
                    </sup> The value of these digital systems lies not only in data collection but also in the conversion of complex financial information into actionable insights that guide managerial behaviour. Empirical studies examining SME adoption of analytics tools indicate that entrepreneurs who engage with financial dashboards and analytic software demonstrate stronger financial monitoring practices and improved compliance with loan repayment schedules. These digital tools also reduce informational asymmetry between SME owners and financial institutions by improving the accuracy and transparency of financial records, thereby strengthening creditworthiness in diverse business environments.</p>
                <p>Financial analytic software has become a cornerstone of modern SME management across different regions. Platforms such as Tableau, Microsoft Power BI, and SAS Analytics enable SME owners to visualise financial trends and identify performance gaps.
                    <sup>
                        <xref ref-type="bibr" rid="ref73">53</xref>,
                        <xref ref-type="bibr" rid="ref78">56</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref80">58</xref>
                    </sup> Case evidence from India and Nigeria shows that SMEs adopting these analytic systems experience improvements in expenditure tracking accuracy and revenue forecasting capability.
                    <sup>
                        <xref ref-type="bibr" rid="ref81">59</xref>,
                        <xref ref-type="bibr" rid="ref82">60</xref>
                    </sup> Improved forecasting allows entrepreneurs to anticipate liquidity constraints and align business spending with expected revenue flows, which contributes to more consistent loan repayment behaviour. The visualisation functions embedded in analytic software simplify complex financial data through graphical dashboards, enabling entrepreneurs with varying levels of financial literacy to interpret financial patterns more effectively. Evidence suggests that this visual simplification enhances financial decision-making by allowing SME owners to identify operational inefficiencies, reduce unnecessary expenditures, and allocate resources more strategically. Integration of region-specific regulatory information and currency metrics further ensures that financial decisions align with local compliance requirements while improving transparency in credit utilisation and repayment monitoring.
                    <sup>
                        <xref ref-type="bibr" rid="ref83">61</xref>,
                        <xref ref-type="bibr" rid="ref84">62</xref>
                    </sup>
                </p>
                <p>Cloud-based accounting systems have significantly transformed SME financial management by providing secure and scalable platforms for managing business accounts.
                    <sup>
                        <xref ref-type="bibr" rid="ref85">63</xref>
                    </sup> Systems such as Xero, QuickBooks Online, and Wave Accounting allow entrepreneurs to access financial data continuously through remote digital platforms, enabling more systematic monitoring of income, expenses, and outstanding debt obligations.
                    <sup>
                        <xref ref-type="bibr" rid="ref86">64</xref>,
                        <xref ref-type="bibr" rid="ref88">66</xref>
                    </sup> Empirical evaluations from Southeast Asia and Latin America show that SMEs using cloud-based accounting platforms achieve greater accuracy in financial reporting and experience a noticeable decline in accounting errors.
                    <sup>
                        <xref ref-type="bibr" rid="ref89">67</xref>,
                        <xref ref-type="bibr" rid="ref91">68</xref>
                    </sup> Improved financial record accuracy enhances the credibility of SME financial statements when interacting with lenders or investors. Evidence also indicates that SMEs using cloud-based systems demonstrate stronger compliance with loan repayment schedules because automated financial tracking systems alert entrepreneurs to repayment deadlines and outstanding liabilities. Multilingual interfaces and region-specific tax features enhance accessibility for entrepreneurs operating in culturally diverse business environments. These features allow SMEs to manage financial records in their preferred language and within their local regulatory frameworks, strengthening both usability and adoption across diverse SME populations.</p>
                <p>Predictive modelling for credit management represents a major technological advancement in assessing SME creditworthiness.
                    <sup>
                        <xref ref-type="bibr" rid="ref83">61</xref>,
                        <xref ref-type="bibr" rid="ref92">69</xref>
                    </sup> Fintech firms in Kenya, including Tala and Branch, employ predictive algorithms that analyse mobile transaction data, behavioural patterns, and payment histories to evaluate borrower reliability.
                    <sup>
                        <xref ref-type="bibr" rid="ref93">70</xref>,
                        <xref ref-type="bibr" rid="ref96">71</xref>
                    </sup> Evidence from these fintech credit models indicates measurable reductions in loan default rates among SMEs that access credit through predictive scoring systems. These improvements arise because predictive analytics provide lenders with more accurate risk assessments, enabling the allocation of loans to entrepreneurs with demonstrated behavioural reliability rather than relying solely on traditional collateral requirements. In multicultural environments where many SME owners lack formal financial histories, predictive credit systems expand access to finance by incorporating alternative financial indicators such as mobile payment activity and digital transaction records. Evidence suggests that this approach not only increases credit access but also encourages responsible borrowing behaviour, as entrepreneurs recognise that consistent repayment behaviour improves their digital credit profiles and future financing opportunities.
                    <sup>
                        <xref ref-type="bibr" rid="ref97">72</xref>
                    </sup>
                </p>
                <p>Real-time financial performance dashboards further strengthen SME decision-making by providing immediate insights into business performance indicators.
                    <sup>
                        <xref ref-type="bibr" rid="ref78">56</xref>,
                        <xref ref-type="bibr" rid="ref98">73</xref>
                    </sup> Tools such as Zoho Analytics allow entrepreneurs to monitor key financial metrics including cash flow, profit margins, and outstanding debts through dynamic visual dashboards.
                    <sup>
                        <xref ref-type="bibr" rid="ref99">74</xref>,
                        <xref ref-type="bibr" rid="ref100">75</xref>
                    </sup> Case evidence from SMEs operating in the Middle East and North Africa indicates that access to real-time financial data improves cross-border transaction monitoring and enhances the ability of entrepreneurs to respond quickly to currency fluctuations and market changes.
                    <sup>
                        <xref ref-type="bibr" rid="ref101">76</xref>,
                        <xref ref-type="bibr" rid="ref102">77</xref>
                    </sup> Faster access to financial information enables SME owners to make timely adjustments to pricing strategies, procurement decisions, and debt repayment planning. Empirical findings also show that SMEs using real-time dashboards report fewer financial calculation errors and demonstrate stronger alignment between operational spending and revenue performance. Mobile accessibility of these dashboards further expands inclusivity by enabling SME owners to monitor financial performance regardless of physical location or technological infrastructure, allowing entrepreneurs from diverse linguistic and cultural backgrounds to engage with financial analytics through simplified visual interfaces.</p>
                <p>The integration of data-driven financial analytics enhances SME operational efficiency, improves credit management, and strengthens financial literacy through experiential learning. SMEs employing these analytic systems demonstrate measurable improvements in loan repayment compliance, financial planning capacity, and sustainable business growth across diverse economic environments.
                    <sup>
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref15">78</xref>
                    </sup> Evidence from the examined case studies indicates that analytic tools generate behavioural improvements by converting financial data into actionable knowledge that guides everyday financial decision-making. Entrepreneurs who consistently interact with analytic dashboards, predictive credit tools, and cloud accounting systems gradually develop stronger financial awareness and strategic planning capabilities.</p>
                <p>Evidence linked to TPB constructs shows that SMEs&#x2019; positive attitudes toward analytics tools significantly influence adoption, with entrepreneurs perceiving real-time dashboards and predictive models as valuable for financial decision-making.
                    <sup>
                        <xref ref-type="bibr" rid="ref103">79</xref>
                    </sup> Subjective norms also influence adoption behaviour, particularly in SME networks where entrepreneurs observe peers using analytic tools to improve financial performance. Peer adoption and mentor encouragement reinforce the perceived legitimacy and usefulness of analytics technologies, encouraging broader adoption within SME communities.
                    <sup>
                        <xref ref-type="bibr" rid="ref104">80</xref>
                    </sup> Perceived behavioural control increases as SME owners develop confidence in interpreting financial metrics and applying data-driven insights to budgeting decisions and loan repayment management.
                    <sup>
                        <xref ref-type="bibr" rid="ref105">81</xref>
                    </sup>
                </p>
                <p>Human Capital Theory is supported by evidence indicating that investment in financial analytics tools contributes to the development of managerial and technical competencies among SME owners.
                    <sup>
                        <xref ref-type="bibr" rid="ref106">82</xref>
                    </sup> Entrepreneurs who regularly interact with cloud-based accounting systems and predictive analytic tools demonstrate improved financial problem-solving abilities and stronger financial planning capacity. These skill developments translate into more effective cash-flow management practices and reduced loan default rates.
                    <sup>
                        <xref ref-type="bibr" rid="ref107">83</xref>
                    </sup> Continuous engagement with analytic platforms also facilitates organisational learning within SME teams, enabling employees to share financial insights and collectively improve business performance. The accumulation of these digital financial skills strengthens organisational capability and supports long-term enterprise growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref108">84</xref>
                    </sup>
                </p>
                <p>TAM constructs show that perceived usefulness of analytic dashboards, financial software, and predictive credit models strongly influences SME adoption behaviour.
                    <sup>
                        <xref ref-type="bibr" rid="ref109">85</xref>
                    </sup> Entrepreneurs adopt these systems when they observe tangible benefits such as improved financial tracking accuracy, reduced accounting errors, and more reliable forecasting capabilities. Perceived ease of use also plays a critical role, particularly among SME owners with limited technical expertise. Evidence shows that analytic tools designed with intuitive interfaces, simplified visual dashboards, and mobile accessibility significantly improve user confidence and adoption rates. Culturally adaptive dashboards with multilingual support further enhance perceived relevance among entrepreneurs operating in linguistically diverse environments, strengthening sustained engagement with data-driven financial systems.
                    <sup>
                        <xref ref-type="bibr" rid="ref110">86</xref>,
                        <xref ref-type="bibr" rid="ref111">87</xref>
                    </sup>
                </p>
                <p>By linking data-driven analytics to TPB, Human Capital Theory, and TAM, this review demonstrates how technology-mediated financial intelligence strengthens SMEs&#x2019; strategic decision-making and reinforces responsible financial behaviour. Empirical evidence indicates that SMEs integrating analytic technologies into financial management practices achieve improved repayment discipline, stronger financial monitoring, and more sustainable business growth across multicultural economic contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref112">88</xref>,
                        <xref ref-type="bibr" rid="ref113">89</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec15">
                <title>Virtual inclusive financial literacy platforms</title>
                <p>Virtual inclusive financial literacy platforms have become crucial in promoting equitable access to financial knowledge among SMEs in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">33</xref>
                    </sup> Digital transformation has expanded the availability of learning systems capable of reaching entrepreneurs operating in diverse cultural, linguistic, and economic environments.
                    <sup>
                        <xref ref-type="bibr" rid="ref103">79</xref>
                    </sup> Evidence indicates that inclusive digital learning platforms contribute to improvements in financial decision-making, loan repayment behaviour, and managerial competence among SME owners.
                    <sup>
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref104">80</xref>,
                        <xref ref-type="bibr" rid="ref105">81</xref>
                    </sup> These platforms integrate artificial intelligence, gamification, and collaborative learning environments that adapt educational content to the needs of users with different literacy levels and cultural backgrounds. Case evidence shows that when financial education platforms combine technological adaptability with culturally contextualised learning content, SME owners demonstrate stronger engagement with financial knowledge and more consistent application of financial management practices.</p>
                <p>AI-powered multilingual learning platforms have significantly expanded the reach of financial education among SME owners.
                    <sup>
                        <xref ref-type="bibr" rid="ref106">82</xref>
                    </sup> Digital learning systems such as Google&#x2019;s Primer App and Coursera for Business employ artificial intelligence algorithms that personalise training modules based on users&#x2019; learning progress and professional needs.
                    <sup>
                        <xref ref-type="bibr" rid="ref109">85</xref>
                    </sup> Empirical evidence from multicultural regions including Africa, South Asia, and Latin America indicates that translation of financial learning materials into local languages improves comprehension and knowledge retention among entrepreneurs.
                    <sup>
                        <xref ref-type="bibr" rid="ref108">84</xref>
                    </sup> Kenya&#x2019;s Ajira Digital Program illustrates the practical effects of culturally adaptive digital learning. The programme uses AI-supported modules to train SME owners in digital finance, bookkeeping, and business management. Programme evaluations show that participants with limited English proficiency demonstrate improved engagement with financial training when modules are delivered in Swahili and other regional dialects.
                    <sup>
                        <xref ref-type="bibr" rid="ref109">85</xref>,
                        <xref ref-type="bibr" rid="ref110">86</xref>
                    </sup> Increased comprehension of financial management concepts subsequently contributes to stronger financial record keeping and more disciplined loan repayment behaviour. The case evidence suggests that linguistic accessibility plays a critical role in enabling SME owners to translate financial knowledge into practical financial management practices.</p>
                <p>Virtual mentorship and peer-learning communities further strengthen inclusivity by enabling collaborative knowledge exchange among entrepreneurs.
                    <sup>
                        <xref ref-type="bibr" rid="ref111">87</xref>
                    </sup> Platforms such as MicroMentor, supported by Mercy Corps, connect SME owners with experienced financial professionals who provide guidance on credit management, budgeting strategies, and business expansion.
                    <sup>
                        <xref ref-type="bibr" rid="ref112">88</xref>
                    </sup> Case evidence from Indonesia and Brazil demonstrates that SMEs participating in digital mentorship networks show improvements in financial planning and loan repayment discipline.
                    <sup>
                        <xref ref-type="bibr" rid="ref113">89</xref>,
                        <xref ref-type="bibr" rid="ref114">90</xref>
                    </sup> Entrepreneurs participating in these networks benefit from practical advice and shared experiences from other business owners facing similar financial challenges. The exchange of context-specific knowledge allows SME owners to adapt financial strategies to local business conditions, thereby improving operational decision-making. Evidence also indicates that peer-learning environments strengthen social capital among entrepreneurs. The presence of trusted mentors and peer networks increases accountability in financial management and reinforces responsible borrowing behaviour.</p>
                <p>Gamified financial literacy applications represent another innovative approach to inclusive digital learning.
                    <sup>
                        <xref ref-type="bibr" rid="ref115">91</xref>
                    </sup> These platforms employ simulation-based learning tools that allow entrepreneurs to practise budgeting, savings planning, and debt management within interactive business scenarios.
                    <sup>
                        <xref ref-type="bibr" rid="ref116">92</xref>,
                        <xref ref-type="bibr" rid="ref117">93</xref>
                    </sup> Empirical evidence from Sub-Saharan Africa and Southeast Asia indicates that gamified learning modules increase user engagement and knowledge retention by approximately 20&#x2013;30% compared with traditional online training formats.
                    <sup>
                        <xref ref-type="bibr" rid="ref118">94</xref>,
                        <xref ref-type="bibr" rid="ref119">95</xref>
                    </sup> Improved retention occurs because gamified platforms combine experiential learning with storytelling elements that mirror real business challenges faced by SME owners. Entrepreneurs learn to evaluate financial trade-offs, manage operational costs, and plan repayment strategies within simulated environments before applying those skills in real business contexts. The integration of local language options and culturally familiar business scenarios further strengthens accessibility for SME owners with limited formal education, ensuring that financial knowledge remains understandable and practically applicable across diverse cultural settings.</p>
                <p>Webinars and podcasts featuring multicultural SME case studies also contribute to expanding access to financial learning resources.
                    <sup>
                        <xref ref-type="bibr" rid="ref120">96</xref>
                    </sup> Digital platforms such as the SME Finance Forum&#x2019;s Virtual Learning Series and IFC&#x2019;s Business Edge Podcasts provide online sessions covering financial management, digital transformation, and sustainable enterprise practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref121">97</xref>,
                        <xref ref-type="bibr" rid="ref123">98</xref>
                    </sup> Evidence from programme participation across East Africa, Southeast Asia, and Eastern Europe indicates that SME owners who engage with these virtual learning events report improved awareness of financial planning techniques and innovative business strategies.
                    <sup>
                        <xref ref-type="bibr" rid="ref62">46</xref>,
                        <xref ref-type="bibr" rid="ref125">99</xref>
                    </sup> Exposure to case studies from different regions allows entrepreneurs to compare financial practices across markets and adapt successful strategies to their own business environments. The virtual format removes geographical barriers to participation, allowing SME owners to access expert knowledge without travel costs or physical infrastructure constraints. This accessibility strengthens inclusivity by enabling entrepreneurs from diverse socio-economic and cultural backgrounds to participate in continuous professional learning.</p>
                <p>The integration of inclusive virtual financial literacy platforms improves SME operational performance by strengthening financial awareness, managerial competence, and loan repayment discipline. Case evidence across the examined programmes indicates that digital learning environments generate behavioural change when educational content aligns with the cultural, linguistic, and practical realities faced by SME owners. AI-based learning modules improve comprehension of financial concepts, mentorship networks reinforce responsible financial behaviour through peer accountability, and gamified simulations increase engagement with complex financial topics. Collectively, these mechanisms translate financial education into improved financial decision-making and stronger credit discipline among SME owners.</p>
                <p>Evidence linked to TPB constructs demonstrates that SME owners&#x2019; attitudes toward virtual learning platforms significantly influence their willingness to participate in financial education programmes.
                    <sup>
                        <xref ref-type="bibr" rid="ref126">100</xref>
                    </sup> Entrepreneurs who perceive digital learning systems as relevant to their business needs demonstrate stronger intention to engage with training modules and apply acquired knowledge. Subjective norms also influence engagement behaviour, as encouragement from mentors, peers, and professional networks reinforces sustained participation in virtual financial education programmes.
                    <sup>
                        <xref ref-type="bibr" rid="ref126">100</xref>
                    </sup> Perceived behavioural control increases when SME owners develop confidence in applying financial knowledge gained from AI-supported modules and interactive simulations. As entrepreneurs practise financial planning, budgeting, and loan management within digital learning environments, their confidence in managing real financial obligations improves, leading to more consistent financial monitoring and repayment behaviour.
                    <sup>
                        <xref ref-type="bibr" rid="ref127">101</xref>
                    </sup>
                </p>
                <p>Human Capital Theory is reflected in the measurable development of financial and managerial skills among SME owners who participate in virtual learning environments.
                    <sup>
                        <xref ref-type="bibr" rid="ref128">102</xref>
                    </sup> Continuous interaction with multilingual training modules, mentorship discussions, and simulation exercises contributes to the accumulation of financial management knowledge and strategic decision-making capability. Entrepreneurs who actively engage with these platforms demonstrate improved competence in evaluating financial risks, managing operational budgets, and planning repayment schedules. Skill development through virtual learning also facilitates knowledge sharing within SME teams, expanding organisational learning capacity and strengthening long-term enterprise resilience.</p>
                <p>TAM constructs further explain the adoption and sustained use of virtual financial literacy platforms.
                    <sup>
                        <xref ref-type="bibr" rid="ref129">103</xref>
                    </sup> SME owners are more likely to adopt digital learning systems when the platforms demonstrate clear practical benefits for financial management and business performance. Evidence shows that AI-personalised learning pathways and gamified simulations improve real-world financial practices by linking educational content directly to operational decision-making. Perceived ease of use also influences adoption behaviour, particularly among entrepreneurs with limited experience using digital technologies. Platforms designed with intuitive navigation, adaptive modules, and culturally contextualised learning content enable SME owners to engage with financial education more confidently.
                    <sup>
                        <xref ref-type="bibr" rid="ref130">104</xref>
                    </sup> Multilingual support and culturally relevant case studies enhance perceived relevance, strengthening long-term engagement with digital learning platforms and embedding responsible financial behaviour within SME operational routines.
                    <sup>
                        <xref ref-type="bibr" rid="ref131">105</xref>
                    </sup>
                </p>
                <p>The integration of inclusive virtual learning platforms with behavioural and technology adoption frameworks demonstrates how digital financial education contributes to sustainable SME development. Empirical evidence shows that culturally adaptive virtual learning environments strengthen financial competence, promote responsible borrowing behaviour, and support measurable improvements in financial decision-making among SME owners operating across diverse multicultural environments.
                    <sup>
                        <xref ref-type="bibr" rid="ref132">106</xref>,
                        <xref ref-type="bibr" rid="ref133">107</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec16">
                <title>Integration of fintech solutions</title>
                <p>The integration of fintech solutions has fundamentally reshaped how SMEs access, manage, and sustain financial resources in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref126">100</xref>
                    </sup> By bridging gaps in traditional banking systems, fintech platforms enable entrepreneurs from diverse cultural and geographical backgrounds to participate effectively in the digital economy.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref126">100</xref>
                    </sup> Evidence shows that adoption of digital financial tools improves financial literacy, strengthens responsible borrowing practices, and contributes to measurable enterprise growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>
                    </sup> Case studies indicate that SMEs leveraging fintech platforms demonstrate enhanced loan repayment rates, improved operational efficiency, and more disciplined financial management practices.</p>
                <p>Digital payment and loan-tracking systems have emerged as essential tools for SMEs seeking efficiency and transparency in financial operations.
                    <sup>
                        <xref ref-type="bibr" rid="ref127">101</xref>
                    </sup> Platforms such as PayPal, Stripe, and Flutterwave facilitate secure cross-border transactions, expanding SMEs&#x2019; participation in international markets.
                    <sup>
                        <xref ref-type="bibr" rid="ref129">103</xref>,
                        <xref ref-type="bibr" rid="ref130">104</xref>
                    </sup> In East Africa, mobile-based systems like M-Pesa and Airtel Money have enabled SME owners to send, receive, and track payments via mobile devices, resulting in measurable increases in loan repayment rates and reductions in transaction errors.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref131">105</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref133">107</xref>
                    </sup> By replacing manual bookkeeping with automated tracking, these platforms provide SMEs with real-time financial oversight, reinforcing financial discipline and improving cash-flow management.</p>
                <p>Mobile banking innovations further expand access to formal financial services in both developed and developing economies.
                    <sup>
                        <xref ref-type="bibr" rid="ref134">108</xref>
                    </sup> Platforms such as Equity Bank&#x2019;s EazzyBiz in Kenya, WeBank in China, and Revolut Business in Europe allow entrepreneurs to manage accounts, execute transactions, and apply for loans remotely.
                    <sup>
                        <xref ref-type="bibr" rid="ref56">42</xref>,
                        <xref ref-type="bibr" rid="ref135">109</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref138">112</xref>
                    </sup> Evidence indicates that SMEs using these mobile banking solutions achieve higher savings rates, improved credit monitoring, and better financial planning outcomes, which collectively support responsible borrowing and long-term business sustainability. Multilingual interfaces and culturally adaptive support features enhance usability across diverse SME populations, promoting inclusivity and adoption among users with varying digital literacy levels.</p>
                <p>Blockchain technology has introduced transparency, security, and trust into SME financial operations.
                    <sup>
                        <xref ref-type="bibr" rid="ref139">113</xref>
                    </sup> Decentralised ledgers provide immutable transaction records, reducing fraud and facilitating cross-border trade.
                    <sup>
                        <xref ref-type="bibr" rid="ref140">114</xref>
                    </sup> In regions such as Southeast Asia and Latin America, platforms like BitPesa (now AZA Finance) and Stellar enable SMEs to conduct low-cost, transparent international transactions.
                    <sup>
                        <xref ref-type="bibr" rid="ref141">115</xref>,
                        <xref ref-type="bibr" rid="ref142">116</xref>
                    </sup> Blockchain also allows financial institutions to verify SME loan histories without intermediaries, expanding funding access for credible borrowers. Empirical evidence suggests that increased transparency through blockchain adoption enhances lender confidence, which encourages sustained financial engagement and timely loan repayment in multicultural business contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref143">117</xref>
                    </sup>
                </p>
                <p>Automated credit scoring tools have significantly improved access to finance for SMEs traditionally excluded from formal credit markets.
                    <sup>
                        <xref ref-type="bibr" rid="ref144">118</xref>,
                        <xref ref-type="bibr" rid="ref145">119</xref>
                    </sup> Fintech platforms such as Tala and Branch utilise machine learning to analyse alternative data sources&#x2014;including mobile payments, utility bills, and social media activity&#x2014;to assess creditworthiness.
                    <sup>
                        <xref ref-type="bibr" rid="ref146">120</xref>,
                        <xref ref-type="bibr" rid="ref147">121</xref>
                    </sup> Case evidence from developing and culturally diverse regions demonstrates that these tools enable SMEs in informal sectors to access loans based on transactional behaviour rather than conventional credit history, improving both loan uptake and repayment performance while reducing bias in lending.</p>
                <p>Evidence from TPB constructs demonstrates that positive attitudes toward fintech platforms, reinforced by supportive social norms from peers and mentors, drive SMEs&#x2019; adoption and consistent engagement with digital payment and loan-tracking systems.
                    <sup>
                        <xref ref-type="bibr" rid="ref148">122</xref>
                    </sup> Perceived behavioural control is reflected in SME owners&#x2019; reported confidence in managing credit, monitoring cash flow, and complying with loan obligations through fintech solutions.
                    <sup>
                        <xref ref-type="bibr" rid="ref149">123</xref>
                    </sup> Human Capital Theory is evidenced by measurable skill acquisition; repeated use of mobile banking, blockchain platforms, and automated credit scoring strengthens financial management expertise and decision-making capacity among SME owners.
                    <sup>
                        <xref ref-type="bibr" rid="ref150">124</xref>
                    </sup>
                </p>
                <p>TAM constructs further clarify technology adoption patterns. SMEs perceive fintech solutions as highly useful when platforms simplify transactions, increase transparency, and enable responsible borrowing.
                    <sup>
                        <xref ref-type="bibr" rid="ref151">125</xref>
                    </sup> Perceived ease of use enhances engagement, particularly for users with limited digital literacy, as intuitive interfaces, multilingual design, and culturally adaptive platforms reduce barriers to adoption.
                    <sup>
                        <xref ref-type="bibr" rid="ref152">126</xref>
                    </sup> Evidence from multiple peer-reviewed studies confirms that SMEs combining several fintech tools experience increased perceived value, higher adherence to repayment schedules, and sustained operational efficiency.
                    <sup>
                        <xref ref-type="bibr" rid="ref153">127</xref>
                    </sup>
                </p>
                <p>The integration of fintech solutions with TPB, Human Capital Theory, and TAM demonstrates how digital financial innovations empower SMEs across multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref154">128</xref>,
                        <xref ref-type="bibr" rid="ref155">129</xref>
                    </sup> Case evidence highlights that fintech adoption enhances financial literacy, reinforces responsible borrowing behaviour, and contributes to sustainable enterprise growth, confirming the practical application of these theoretical frameworks in shaping SME financial practices.</p>
            </sec>
            <sec id="sec17">
                <title>Digital policy and institutional ecosystems for SME financial empowerment</title>
                <p>Digital policy and institutional ecosystems serve as foundational drivers of SME financial empowerment in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref148">122</xref>,
                        <xref ref-type="bibr" rid="ref149">123</xref>
                    </sup> Governments and institutions increasingly recognise the importance of creating enabling environments that support fintech innovation while ensuring inclusivity and promoting responsible financial practices (Gonzalez et al., 2025). Well-structured digital policies and institutional frameworks enhance SMEs&#x2019; access to finance, encourage sustainable loan repayment, and foster equitable participation in the global digital economy.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>
                    </sup> Integrating national digital strategies with public-private partnerships and ethical regulatory systems strengthens the connection between financial literacy and technological adoption, especially among SMEs operating across culturally and economically diverse regions.
                    <sup>
                        <xref ref-type="bibr" rid="ref150">124</xref>
                    </sup>
                </p>
                <p>National digital strategies that support fintech-driven SME growth have demonstrated measurable improvements in financial outcomes. Singapore&#x2019;s Smart Nation initiative, for example, integrates digital payments, analytics, and e-financial tools, enabling SMEs to enhance operational efficiency and credit management.
                    <sup>
                        <xref ref-type="bibr" rid="ref152">126</xref>,
                        <xref ref-type="bibr" rid="ref156">130</xref>
                    </sup> In Africa, Rwanda&#x2019;s ICT for Development Policy promotes digital inclusion through affordable internet access and fintech incubation hubs, increasing SME uptake of mobile and digital financial services.
                    <sup>
                        <xref ref-type="bibr" rid="ref157">131</xref>
                    </sup> Estonia&#x2019;s e-Residency program similarly provides SMEs with streamlined access to digital banking and cross-border payments, illustrating how robust digital strategies can improve loan repayment rates, financial monitoring, and overall business performance across multicultural environments.</p>
                <p>The integration of e-financial literacy modules into loan policies has proven effective in fostering responsible borrowing and informed decision-making among SMEs.
                    <sup>
                        <xref ref-type="bibr" rid="ref158">132</xref>,
                        <xref ref-type="bibr" rid="ref159">133</xref>
                    </sup> For instance, the Central Bank of Nigeria mandates digital financial education as a prerequisite for SMEs accessing loans, strengthening borrowers&#x2019; skills in financial planning, credit management, and repayment discipline.
                    <sup>
                        <xref ref-type="bibr" rid="ref158">132</xref>
                    </sup> Likewise, the European Union embeds digital financial literacy in its Digital Education Action Plan (2021&#x2013;2027), enabling entrepreneurs to navigate online financial systems confidently.
                    <sup>
                        <xref ref-type="bibr" rid="ref160">134</xref>,
                        <xref ref-type="bibr" rid="ref161">135</xref>
                    </sup> Evidence indicates that SMEs completing such programmes demonstrate higher loan repayment performance and improved adoption of digital financial tools.</p>
                <p>Public-private partnerships enhance SME financial empowerment by bridging institutional and market gaps.
                    <sup>
                        <xref ref-type="bibr" rid="ref162">136</xref>
                    </sup> Collaborations between banks, technology firms, and development agencies, such as the Partnership for Finance in Africa (FiDA) and the IFC&#x2019;s SME Finance Platform, have produced context-specific solutions, including mobile credit scoring and digital bookkeeping applications.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref163">137</xref>,
                        <xref ref-type="bibr" rid="ref164">138</xref>
                    </sup> These initiatives improve access to formal finance in multicultural and underserved communities, offering SMEs practical tools that respect local languages, business customs, and regulatory conditions.</p>
                <p>Ethical regulatory frameworks are critical for safeguarding SME financial empowerment.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref165">139</xref>
                    </sup> Rapid growth in digital lending has introduced risks around transparency, interest rates, and data privacy. Policies such as Kenya&#x2019;s Data Protection Act (2019) and India&#x2019;s Reserve Bank of India digital lending guidelines, alongside fintech regulatory sandboxes, support responsible innovation while protecting borrowers&#x2019; interests.
                    <sup>
                        <xref ref-type="bibr" rid="ref166">140</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref170">144</xref>
                    </sup> Evidence suggests that SMEs operating within regulated digital finance environments show higher trust in fintech platforms, greater loan repayment consistency, and increased willingness to adopt innovative financial solutions.</p>
                <p>Linking these ecosystems to TPB constructs reveals that SMEs&#x2019; positive attitudes toward national digital strategies and institutional policies influence their adoption of digital financial tools and commitment to timely loan repayment.
                    <sup>
                        <xref ref-type="bibr" rid="ref171">145</xref>
                    </sup> Subjective norms, including government mandates and peer compliance, reinforce responsible borrowing and engagement with policy-driven financial literacy initiatives.
                    <sup>
                        <xref ref-type="bibr" rid="ref120">96</xref>
                    </sup> Perceived behavioural control is evident as SMEs report increased confidence in using institutional platforms for payments, credit management, and regulatory compliance.
                    <sup>
                        <xref ref-type="bibr" rid="ref17">9</xref>
                    </sup>
                </p>
                <p>Human Capital Theory is reflected in measurable skill accumulation, as participation in policy-backed digital education and fintech programs develops SMEs&#x2019; financial competencies, decision-making capacity, and operational efficiency.
                    <sup>
                        <xref ref-type="bibr" rid="ref111">87</xref>
                    </sup> TAM constructs also demonstrate influence, with perceived usefulness of regulated platforms and institutional support predicting adoption, while perceived ease of use&#x2014;including multilingual interfaces and culturally adapted systems&#x2014;reduces engagement barriers. Evidence further indicates that trust in regulatory frameworks and supportive ecosystems strengthens continuous SME use of digital financial solutions and adherence to repayment schedules. Peer-reviewed studies confirm that SMEs operating within cohesive digital policy environments achieve measurable improvements in loan repayment, financial monitoring, and sustainable growth, linking theory directly to practice.
                    <sup>
                        <xref ref-type="bibr" rid="ref148">122</xref>,
                        <xref ref-type="bibr" rid="ref158">132</xref>,
                        <xref ref-type="bibr" rid="ref162">136</xref>,
                        <xref ref-type="bibr" rid="ref164">138</xref>,
                        <xref ref-type="bibr" rid="ref170">144</xref>
                    </sup>
                </p>
                <p>By connecting digital policy and institutional ecosystems to TPB, Human Capital Theory, and TAM, this review demonstrates that enabling environments foster SME financial empowerment, enhance credit discipline, and support equitable participation in multicultural digital economies. The integration of structured policies, regulatory safeguards, and inclusive institutional frameworks provides SMEs with the resources, confidence, and guidance necessary to adopt digital financial tools effectively and sustain responsible financial behaviour.</p>
            </sec>
            <sec id="sec18">
                <title>Synthesis and implications</title>
                <p>The five domains&#x2014;digital financial education, data driven financial analytics, virtual inclusive financial literacy platforms, fintech integration, and digital policy and institutional ecosystems&#x2014;collectively demonstrate how digital interventions enhance SME financial literacy, credit management, and loan repayment across multicultural contexts. Digital financial education and virtual inclusive platforms primarily develop knowledge and skills, enabling SME owners to make informed decisions, adopt responsible borrowing practices, and apply practical financial management strategies. Data driven financial analytics and fintech solutions provide actionable insights, streamline operations, and improve decision making efficiency, while digital policies and institutional ecosystems create enabling environments that ensure accessibility, inclusivity, and regulatory protection. Together, these domains show that sustainable SME financial empowerment requires both individual capability development and supportive institutional frameworks.</p>
                <p>The Human Capital Theory posits that individuals&#x2019; knowledge, skills, and competencies constitute a form of capital that can be invested to generate economic returns.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">23</xref>,
                        <xref ref-type="bibr" rid="ref39">24</xref>
                    </sup> Its central assumption is that enhancing human capabilities, such as financial literacy, improves decision making, productivity, and long-term sustainability.
                    <sup>
                        <xref ref-type="bibr" rid="ref40">25</xref>,
                        <xref ref-type="bibr" rid="ref41">26</xref>
                    </sup> This theory provides a framework for understanding how SME owners&#x2019; financial knowledge and skills, developed through digital education and virtual learning platforms, directly influence responsible loan management and business growth.</p>
                <p>TPB posits that an individual&#x2019;s behaviour is guided by attitudes, subjective norms, and perceived behavioural control.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>,
                        <xref ref-type="bibr" rid="ref42">27</xref>
                    </sup> Behavioural intentions are shaped by personal evaluations, social influences, and perceived ability to perform specific actions.
                    <sup>
                        <xref ref-type="bibr" rid="ref43">28</xref>,
                        <xref ref-type="bibr" rid="ref44">29</xref>
                    </sup> TPB explains how SME owners&#x2019; attitudes toward digital financial tools, the influence of community or cultural expectations, and confidence in managing loans collectively shape intentions and actions regarding sustainable loan repayment and long-term business growth.</p>
                <p>TAM posits that the adoption of new technology is determined by perceived usefulness and perceived ease of use.
                    <sup>
                        <xref ref-type="bibr" rid="ref37">22</xref>,
                        <xref ref-type="bibr" rid="ref45">30</xref>
                    </sup> Individuals are more likely to adopt technologies they perceive as beneficial and easy to operate, and such adoption mediates the translation of knowledge into practical outcomes.
                    <sup>
                        <xref ref-type="bibr" rid="ref46">31</xref>,
                        <xref ref-type="bibr" rid="ref47">32</xref>
                    </sup> TAM illustrates how SMEs&#x2019; use of fintech, analytics tools, and cloud-based dashboards translates financial literacy into real world financial management, repayment discipline, and strategic planning.</p>
                <p>Comparing the five domains through these theoretical lenses highlights complementary contributions. Digital financial education and virtual platforms primarily strengthen foundational knowledge and behavioural intentions, while analytics tools and fintech solutions support practical application and operational efficiency (TAM). Digital policies and institutional ecosystems underpin all domains, ensuring inclusivity, transparency, and equitable access to digital financial tools, reinforcing both behavioural and practical mechanisms. Gaps remain in understanding long term impacts, sector specific adoption, and the combined effects of multiple digital interventions across diverse cultural and economic contexts.</p>
                <p>The implications are clear. Policymakers, financial institutions, and SME support organisations should design integrated interventions that combine knowledge building, behavioural support, and technology facilitation within culturally sensitive institutional frameworks. Using the combined lens of TPB, Human Capital Theory, and TAM provides a nuanced understanding of SME decision making, showing how financial literacy, motivation, and technology use interact to drive sustainable growth. This approach maximises the potential for resilient, responsible, and inclusive SME financial performance across multicultural environments.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref37">22</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec19">
                <title>Multicultural differences and common patterns in digital financial tool adoption among SMEs</title>
                <p>Digital financial education and fintech adoption among SMEs demonstrate both common patterns and culturally specific differences across global regions. Evidence from Sub-Saharan Africa, South and Southeast Asia, Latin America, and high-income economies indicates that digital tools such as mobile banking, e-learning platforms, financial analytics, and fintech credit systems consistently improve financial literacy and loan repayment performance. In Sub-Saharan Africa, mobile-based financial systems such as M-Pesa and mobile learning applications have expanded financial inclusion for entrepreneurs operating in informal sectors and rural environments, where traditional banking infrastructure remains limited. Studies report that SME owners in Kenya, Ghana, and Tanzania rely heavily on mobile-based financial services because of their accessibility and affordability, leading to measurable improvements in transaction transparency, budgeting practices, and loan repayment compliance.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref131">105</xref>,
                        <xref ref-type="bibr" rid="ref132">106</xref>
                    </sup> Evidence from South and Southeast Asia similarly highlights the role of mobile finance and digital platforms in strengthening SME financial management. Countries such as India, Indonesia, and Vietnam demonstrate rapid growth in mobile banking and fintech credit systems, allowing entrepreneurs to access financial education, manage accounts, and secure microloans through digital interfaces that overcome geographic and institutional barriers.
                    <sup>
                        <xref ref-type="bibr" rid="ref134">108</xref>,
                        <xref ref-type="bibr" rid="ref135">109</xref>,
                        <xref ref-type="bibr" rid="ref137">111</xref>
                    </sup>
                </p>
                <p>Latin American countries such as Brazil, Mexico, and Colombia show comparable patterns in the integration of digital financial learning platforms and cloud-based accounting systems among SMEs. Entrepreneurs increasingly use online financial management tools and digital credit platforms to monitor cash flow and improve financial decision-making, with evidence indicating improvements in credit monitoring and loan repayment discipline.
                    <sup>
                        <xref ref-type="bibr" rid="ref62">46</xref>,
                        <xref ref-type="bibr" rid="ref89">67</xref>,
                        <xref ref-type="bibr" rid="ref91">68</xref>
                    </sup> High-income settings, including Europe, North America, and Singapore, exhibit similar technological adoption trends but with more advanced analytic capabilities. SMEs in these regions utilise predictive financial analytics, integrated accounting systems, and sophisticated fintech solutions to optimise financial planning and investment strategies.
                    <sup>
                        <xref ref-type="bibr" rid="ref73">53</xref>,
                        <xref ref-type="bibr" rid="ref152">126</xref>,
                        <xref ref-type="bibr" rid="ref156">130</xref>
                    </sup> Across these diverse contexts, the common mechanism driving financial improvement lies in the accessibility and efficiency of digital financial platforms. Mobile technologies, cloud-based systems, and interactive e-learning modules provide SME owners with real-time information, financial monitoring capabilities, and continuous learning opportunities, enabling more informed financial decision-making regardless of geographical location.
                    <sup>
                        <xref ref-type="bibr" rid="ref48">34</xref>,
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref86">64</xref>
                    </sup>
                </p>
                <p>Despite these similarities, regional differences emerge due to cultural norms, regulatory environments, language diversity, and varying levels of digital infrastructure. In Sub-Saharan Africa and parts of South Asia, gender norms influence access to digital finance and participation in financial education programmes. Female entrepreneurs often face structural and cultural barriers that limit engagement with financial technologies or formal credit systems. Studies indicate that digital platforms designed with culturally inclusive features&#x2014;such as local-language interfaces, community-based training, and peer mentoring&#x2014;help reduce these barriers and improve participation among women-owned SMEs.
                    <sup>
                        <xref ref-type="bibr" rid="ref118">94</xref>,
                        <xref ref-type="bibr" rid="ref119">95</xref>,
                        <xref ref-type="bibr" rid="ref128">102</xref>
                    </sup> Regulatory frameworks also create divergence in fintech adoption patterns. High-income economies operate within established digital regulatory systems that support data protection, cybersecurity, and financial transparency, encouraging trust in digital financial services. In contrast, some emerging economies continue to develop regulatory structures to manage the rapid expansion of digital lending platforms and fintech applications, which can influence SME confidence and adoption rates.
                    <sup>
                        <xref ref-type="bibr" rid="ref166">140</xref>,
                        <xref ref-type="bibr" rid="ref168">142</xref>,
                        <xref ref-type="bibr" rid="ref170">144</xref>
                    </sup> Language and literacy constraints also shape regional variation. Multilingual interfaces and culturally contextualised content remain critical in regions with diverse linguistic populations, particularly in Africa and Southeast Asia where entrepreneurs often rely on local-language financial training modules to understand digital financial systems effectively.
                    <sup>
                        <xref ref-type="bibr" rid="ref106">82</xref>,
                        <xref ref-type="bibr" rid="ref108">84</xref>,
                        <xref ref-type="bibr" rid="ref110">86</xref>
                    </sup>
                </p>
                <p>Cultural influences play a central role in shaping behavioural responses to digital financial tools, particularly through the constructs of the Theory of Planned Behaviour. Subjective norms strongly influence SME adoption of digital financial education and fintech systems in collectivist cultures where peer networks, community expectations, and mentorship structures guide entrepreneurial decision-making. In many African and Asian business environments, SME owners rely on advice from trusted peers, professional associations, or community leaders when adopting new financial technologies. Positive endorsement from these networks strengthens the intention to use digital financial tools and encourages responsible loan repayment behaviour.
                    <sup>
                        <xref ref-type="bibr" rid="ref126">100</xref>,
                        <xref ref-type="bibr" rid="ref148">122</xref>,
                        <xref ref-type="bibr" rid="ref171">145</xref>
                    </sup> Perceived behavioural control also varies culturally and structurally. SME owners operating in environments with limited digital infrastructure or lower levels of formal education may initially experience lower confidence in using digital financial systems. Training programmes, mobile-based learning platforms, and peer support mechanisms gradually strengthen entrepreneurs&#x2019; confidence in managing financial tasks digitally, thereby increasing perceived behavioural control and sustained adoption of financial technologies.
                    <sup>
                        <xref ref-type="bibr" rid="ref79">57</xref>,
                        <xref ref-type="bibr" rid="ref105">81</xref>,
                        <xref ref-type="bibr" rid="ref127">101</xref>
                    </sup>
                </p>
                <p>The Technology Acceptance Model further clarifies how cultural context shapes SME engagement with digital financial tools. Perceived usefulness of fintech platforms often depends on whether entrepreneurs observe tangible business benefits such as improved cash-flow monitoring, faster transactions, or increased access to credit. Evidence from multicultural SME environments shows that entrepreneurs adopt digital financial tools more readily when the systems clearly demonstrate economic value and align with everyday business practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref83">61</xref>,
                        <xref ref-type="bibr" rid="ref109">85</xref>,
                        <xref ref-type="bibr" rid="ref151">125</xref>
                    </sup> Perceived ease of use also interacts with cultural and educational conditions. SME owners in regions with limited exposure to digital technologies demonstrate higher adoption rates when platforms incorporate intuitive design, local-language support, and culturally relevant learning examples. Simplified interfaces, mobile accessibility, and visual dashboards enhance comprehension and usability, making digital financial tools accessible even for entrepreneurs with limited technical experience.
                    <sup>
                        <xref ref-type="bibr" rid="ref84">62</xref>,
                        <xref ref-type="bibr" rid="ref130">104</xref>,
                        <xref ref-type="bibr" rid="ref152">126</xref>
                    </sup>
                </p>
                <p>Across regions, the convergence of digital financial education, fintech innovation, and culturally adaptive learning environments reveals a consistent global pattern: SMEs adopt digital financial tools more effectively when technologies align with cultural norms, linguistic needs, and regulatory contexts. Cultural factors shape behavioural attitudes, social expectations, and confidence levels that influence SME engagement with financial technologies. Integrating these cultural considerations within digital financial education and fintech design strengthens the effectiveness of interventions aimed at improving financial literacy, loan repayment discipline, and sustainable SME development across diverse global markets.
                    <sup>
                        <xref ref-type="bibr" rid="ref171">145</xref>
                    </sup>
                </p>
            </sec>
        </sec>
        <sec id="sec20">
            <title>Discussion of literature review</title>
            <sec id="sec21">
                <title>Digital financial education</title>
                <p>Digital financial education is a critical mechanism for enhancing financial literacy and promoting sustainable loan repayment among SMEs. Digital learning platforms improve entrepreneurs&#x2019; ability to manage finances, evaluate credit obligations, and make informed investment decisions that support long-term business sustainability.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">33</xref>,
                        <xref ref-type="bibr" rid="ref48">34</xref>
                    </sup> E-learning tools, mobile applications, and online training modules enhance practical financial management skills, including budgeting, cash-flow monitoring, and responsible borrowing.
                    <sup>
                        <xref ref-type="bibr" rid="ref48">34</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref52">38</xref>
                    </sup> Platforms such as M-Pesa&#x2019;s &#x201c;Pamoja&#x201d; app in Kenya and Alipay&#x2019;s SME financial academy in China demonstrate how digital tools can support SMEs across diverse economic environments.
                    <sup>
                        <xref ref-type="bibr" rid="ref53">39</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref56">42</xref>
                    </sup> Interactive and gamified interfaces further improve engagement and accessibility, particularly in contexts with limited formal financial education.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref60">44</xref>,
                        <xref ref-type="bibr" rid="ref57">146</xref>,
                        <xref ref-type="bibr" rid="ref59">147</xref>
                    </sup>
                </p>
                <p>Regional differences influence adoption and effectiveness. Mobile-based platforms are highly effective in African contexts with widespread mobile money use but limited formal banking, facilitating uptake among SMEs with limited formal education or accounting experience.
                    <sup>
                        <xref ref-type="bibr" rid="ref53">39</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref57">146</xref>
                    </sup> Structured online courses and institutional e-learning platforms are more widely used in Asia and Europe, reflecting higher digital infrastructure and internet connectivity.
                    <sup>
                        <xref ref-type="bibr" rid="ref48">34</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref52">38</xref>
                    </sup> These differences indicate that technological access, digital literacy, and financial ecosystem maturity shape SME interaction with digital financial education. Culturally responsive content and language adaptation enhance learning outcomes by aligning training with local business practices and financial norms.
                    <sup>
                        <xref ref-type="bibr" rid="ref68">49</xref>,
                        <xref ref-type="bibr" rid="ref70">50</xref>,
                        <xref ref-type="bibr" rid="ref69">148</xref>
                    </sup>
                </p>
                <p>The optimal digital delivery model varies by context. Mobile applications offer accessibility and flexibility but may restrict financial analysis depth for SMEs.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref60">44</xref>,
                        <xref ref-type="bibr" rid="ref57">146</xref>,
                        <xref ref-type="bibr" rid="ref59">147</xref>
                    </sup> Structured e-learning provides comprehensive training but requires stable internet and digital literacy, limiting use in rural or low-income areas.
                    <sup>
                        <xref ref-type="bibr" rid="ref61">45</xref>,
                        <xref ref-type="bibr" rid="ref62">46</xref>,
                        <xref ref-type="bibr" rid="ref63">149</xref>
                    </sup> Interactive budgeting tools simulate real-world financial scenarios and improve decision-making; however, complex interfaces can discourage SME owners with limited prior accounting experience.
                    <sup>
                        <xref ref-type="bibr" rid="ref71">51</xref>,
                        <xref ref-type="bibr" rid="ref72">52</xref>
                    </sup> Effective digital financial education must therefore align with SMEs&#x2019; technological capabilities, literacy levels, and cultural context.</p>
                <p>Research gaps remain regarding long-term impacts. Most studies examine short-term improvements in financial knowledge or loan repayment rather than sustained behavioural change or long-term SME performance.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">33</xref>,
                        <xref ref-type="bibr" rid="ref48">34</xref>,
                        <xref ref-type="bibr" rid="ref65">150</xref>
                    </sup> Limited comparative research evaluates effects on SME resilience, profitability, and credit sustainability across sectors and regions. Evidence is also scarce on cross-cultural adaptation of digital tools, particularly for SMEs in low-income and multicultural contexts in Africa, South Asia, and Southeast Asia.
                    <sup>
                        <xref ref-type="bibr" rid="ref68">49</xref>,
                        <xref ref-type="bibr" rid="ref70">50</xref>,
                        <xref ref-type="bibr" rid="ref69">148</xref>
                    </sup> Future studies should explore artificial intelligence, adaptive learning, and gamification to personalise training while assessing platform performance across literacy levels, sectors, and cultural contexts.</p>
                <p>This review shows how contextual and cultural factors influence adoption, identifies strengths and limitations of different delivery models, and links digital financial tools to SME decision-making and long-term financial resilience. These insights provide guidance for designing context-sensitive implementation strategies and inform future research priorities in enhancing SME financial literacy and sustainable business performance.</p>
            </sec>
            <sec id="sec22">
                <title>Data-driven financial analytics for decision-making</title>
                <p>Data-driven financial analytics play a critical role in enhancing financial literacy and decision-making among SMEs, particularly in multicultural contexts. Evidence indicates that financial analytic software, cloud-based accounting systems, predictive modelling, and real-time dashboards provide SMEs with actionable insights into cash flow, profitability, and credit performance, supporting informed business decisions.
                    <sup>
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref73">53</xref>,
                        <xref ref-type="bibr" rid="ref77">55</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref80">58</xref>,
                        <xref ref-type="bibr" rid="ref85">63</xref>
                    </sup> These tools simplify complex financial data into user-friendly dashboards, enabling SME owners with varying literacy levels to make culturally adaptive financial decisions.
                    <sup>
                        <xref ref-type="bibr" rid="ref82">60</xref>,
                        <xref ref-type="bibr" rid="ref83">61</xref>
                    </sup> Additionally, such systems promote transparency, accountability, and sustainable loan repayment by integrating local regulations, currency metrics, and accessible interfaces, thereby strengthening financial governance in SMEs.
                    <sup>
                        <xref ref-type="bibr" rid="ref84">62</xref>,
                        <xref ref-type="bibr" rid="ref89">67</xref>,
                        <xref ref-type="bibr" rid="ref90">151</xref>
                    </sup>
                </p>
                <p>Regional and contextual factors significantly influence the adoption and effectiveness of digital financial analytics. Cloud-based systems and predictive models improve operational efficiency and credit assessment; however, SMEs in areas with limited internet access or low digital literacy may face challenges in fully utilising these platforms.
                    <sup>
                        <xref ref-type="bibr" rid="ref86">64</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref88">66</xref>
                    </sup> Predictive modelling, while effective in assessing creditworthiness and reducing loan defaults, may inadvertently exclude entrepreneurs lacking sufficient historical transaction data, potentially reinforcing financial inequities.
                    <sup>
                        <xref ref-type="bibr" rid="ref92">69</xref>,
                        <xref ref-type="bibr" rid="ref97">72</xref>
                    </sup> Evidence from multiple geographical contexts indicates that adoption is higher where digital infrastructure is robust and mobile technology is widely used, highlighting the need for context-sensitive implementation strategies that consider technological infrastructure, educational levels, and socio-economic factors.
                    <sup>
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref77">55</xref>,
                        <xref ref-type="bibr" rid="ref78">56</xref>,
                        <xref ref-type="bibr" rid="ref86">64</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref88">66</xref>
                    </sup>
                </p>
                <p>Despite extensive research on short-term benefits, gaps remain regarding the long-term impact of data-driven analytics on SME financial performance. Most studies focus on immediate outcomes, such as improved credit repayment or operational efficiency, with limited evidence on sustained business growth, resilience, or profitability.
                    <sup>
                        <xref ref-type="bibr" rid="ref15">78</xref>,
                        <xref ref-type="bibr" rid="ref78">56</xref>,
                        <xref ref-type="bibr" rid="ref98">73</xref>
                    </sup> Cross-cultural evaluations are scarce, and few studies systematically compare adoption and effectiveness across regions, limiting insights into how multicultural factors shape SME engagement with digital tools.
                    <sup>
                        <xref ref-type="bibr" rid="ref93">70</xref>,
                        <xref ref-type="bibr" rid="ref94">152</xref>,
                        <xref ref-type="bibr" rid="ref95">153</xref>
                    </sup> Future research should investigate the comparative effectiveness of different analytical platforms across sectors and regions, explore integration of advanced technologies such as artificial intelligence, machine learning, and adaptive dashboards, and assess how experiential learning through these tools contributes to sustainable SME development.
                    <sup>
                        <xref ref-type="bibr" rid="ref93">70</xref>,
                        <xref ref-type="bibr" rid="ref94">152</xref>,
                        <xref ref-type="bibr" rid="ref95">153</xref>
                    </sup>
                </p>
                <p>Our review describes patterns in adoption, identifies barriers related to technology and literacy, and emphasises the role of cultural context in shaping SME engagement with digital financial analytics. These insights provide guidance for designing culturally responsive implementation strategies and inform future research aimed at enhancing SME financial inclusion and long-term performance.</p>
            </sec>
            <sec id="sec23">
                <title>Virtual inclusive financial literacy platforms</title>
                <p>Virtual inclusive financial literacy platforms enhance equitable access to financial knowledge among SMEs, particularly in multicultural contexts. Evidence shows that AI-powered adaptive learning, gamification, and collaborative mentorship improve financial competence, enabling SME owners to manage loans, make informed decisions, and achieve sustainable business growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">33</xref>,
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref103">79</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref105">81</xref>
                    </sup> Across different regions, platforms such as Google&#x2019;s Primer App, Coursera for Business, and Kenya&#x2019;s Ajira Digital Program demonstrate how personalised content delivered in local languages and culturally relevant scenarios fosters inclusivity and practical application.
                    <sup>
                        <xref ref-type="bibr" rid="ref107">83</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref110">86</xref>
                    </sup> Peer-learning communities and mentorship networks further strengthen knowledge exchange, social capital, and responsible financial behaviour among SMEs from diverse backgrounds.
                    <sup>
                        <xref ref-type="bibr" rid="ref109">85</xref>,
                        <xref ref-type="bibr" rid="ref111">87</xref>,
                        <xref ref-type="bibr" rid="ref114">90</xref>
                    </sup>
                </p>
                <p>Contradictions in the literature relate to access, technological readiness, and engagement. AI-driven platforms and gamified applications provide interactive and personalised learning experiences; however, SMEs with limited digital literacy or unstable internet infrastructure may not fully benefit from these tools. Similarly, virtual mentorship networks enhance collaboration and inclusivity, but their effectiveness varies depending on mentor-mentee compatibility, cultural alignment, and SMEs&#x2019; capacity to actively engage in online interactions.
                    <sup>
                        <xref ref-type="bibr" rid="ref111">87</xref>,
                        <xref ref-type="bibr" rid="ref112">88</xref>
                    </sup> These findings highlight the need for platform design and support mechanisms tailored to local capacities and cultural contexts to maximise impact.</p>
                <p>Despite demonstrated benefits, research gaps remain regarding the long-term impact and comparative effectiveness of these platforms. Most studies focus on immediate learning outcomes, engagement, or short-term financial literacy improvements, with limited evidence on sustained behavioural changes, financial resilience, or long-term business growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref118">94</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref120">96</xref>
                    </sup> Research on integrating emerging technologies such as AI-driven predictive feedback, multilingual voice assistants, and immersive simulation tools to enhance inclusivity and engagement is also scarce.
                    <sup>
                        <xref ref-type="bibr" rid="ref121">97</xref>,
                        <xref ref-type="bibr" rid="ref122">154</xref>
                    </sup> Future studies should examine how virtual platforms can systematically address inequalities in digital access, overcome cultural barriers, and support learning retention, as well as evaluate their long-term effects on sustainable SME performance and loan repayment behaviours across diverse multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref123">98</xref>,
                        <xref ref-type="bibr" rid="ref124">155</xref>
                    </sup>
                </p>
                <p>This review outlines how cultural adaptation, digital infrastructure, and learning modalities influence SME adoption and engagement. It also identifies gaps in long-term outcomes and cross-regional comparisons, providing insights to guide context-sensitive implementation and future research in inclusive digital financial literacy for SMEs.</p>
            </sec>
            <sec id="sec24">
                <title>Integration of fintech solutions</title>
                <p>Fintech solutions have significantly enhanced SME access to financial services, transparency, and sustainable loan repayment in multicultural contexts. Evidence shows that digital payment systems, mobile banking, blockchain platforms, and automated credit scoring tools improve financial literacy and operational efficiency while promoting financial inclusion among SMEs across diverse cultural and geographical settings.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref125">99</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref127">101</xref>
                    </sup> Platforms such as PayPal, Stripe, M-Pesa, and Equity Bank&#x2019;s EazzyBiz provide SMEs with secure, real-time financial management capabilities, fostering accountability in loan repayment and enabling participation in both formal and informal markets.
                    <sup>
                        <xref ref-type="bibr" rid="ref128">102</xref>,
                        <xref ref-type="bibr" rid="ref129">103</xref>,
                        <xref ref-type="bibr" rid="ref131">105</xref>
                    </sup> Blockchain applications and automated credit scoring further strengthen trust, transparency, and equitable access to finance, particularly for entrepreneurs lacking conventional credit histories.
                    <sup>
                        <xref ref-type="bibr" rid="ref139">113</xref>,
                        <xref ref-type="bibr" rid="ref143">117</xref>,
                        <xref ref-type="bibr" rid="ref146">120</xref>
                    </sup>
                </p>
                <p>Contradictions in adoption arise from technological readiness and inclusivity. While fintech innovations offer advanced, data-driven financial tools, SMEs in rural or low-infrastructure regions may encounter barriers such as limited internet access, low digital literacy, or unfamiliarity with complex platforms.
                    <sup>
                        <xref ref-type="bibr" rid="ref135">109</xref>,
                        <xref ref-type="bibr" rid="ref136">110</xref>,
                        <xref ref-type="bibr" rid="ref138">112</xref>
                    </sup> Similarly, automated credit scoring and blockchain technologies, although intended to promote transparency and inclusion, may inadvertently exclude entrepreneurs with insufficient digital transactional data or those operating primarily in informal economies.
                    <sup>
                        <xref ref-type="bibr" rid="ref145">119</xref>,
                        <xref ref-type="bibr" rid="ref147">121</xref>
                    </sup> These findings highlight the need for adaptive implementation strategies, including user training, simplified interfaces, and culturally sensitive support, to ensure equitable impact across diverse SME populations.</p>
                <p>Research gaps persist regarding long-term effects and cross-regional comparisons. Most studies evaluate short-term outcomes, including improved loan repayment, credit access, or operational efficiency, with limited evidence on sustained financial literacy, enterprise resilience, or long-term business growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref125">99</xref>,
                        <xref ref-type="bibr" rid="ref140">114</xref>,
                        <xref ref-type="bibr" rid="ref141">115</xref>
                    </sup> There is also a paucity of research on the synergistic effects of combining multiple fintech tools&#x2014;such as blockchain, mobile banking, and AI-driven credit scoring&#x2014;and their influence on SMEs&#x2019; strategic decision-making in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref93">70</xref>,
                        <xref ref-type="bibr" rid="ref145">119</xref>
                    </sup>
                </p>
                <p>By synthesising evidence across multiple regions, fintech tools, and cultural contexts, this review highlights how technological readiness, socio-economic conditions, and cultural factors shape SME adoption and utilisation of fintech solutions. It identifies gaps in long-term outcomes and the combined use of fintech strategies, providing guidance for context-sensitive implementation and informing future research on sustainable financial inclusion, equitable growth, and responsible borrowing among SMEs globally.
                    <sup>
                        <xref ref-type="bibr" rid="ref125">99</xref>,
                        <xref ref-type="bibr" rid="ref146">120</xref>,
                        <xref ref-type="bibr" rid="ref147">121</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec25">
                <title>Digital policy and institutional ecosystems for SME financial empowerment</title>
                <p>
The literature consistently demonstrates that robust digital policies and institutional ecosystems are critical drivers of SME financial empowerment in multicultural contexts. Evidence shows that national digital strategies, public-private partnerships, and ethical regulatory frameworks enhance access to finance, promote responsible borrowing, and foster sustainable enterprise growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref148">122</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref151">125</xref>
                    </sup> Examples such as Singapore&#x2019;s Smart Nation initiative, Rwanda&#x2019;s ICT for Development Policy, and the European Union&#x2019;s Digital Education Action Plan illustrate how comprehensive digital roadmaps integrate financial literacy, fintech adoption, and regulatory oversight to support SMEs from diverse cultural and linguistic backgrounds.
                    <sup>
                        <xref ref-type="bibr" rid="ref155">129</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref157">131</xref>,
                        <xref ref-type="bibr" rid="ref160">134</xref>
                    </sup> These coordinated efforts indicate that institutional ecosystems not only enable access to financial tools but also strengthen entrepreneurs&#x2019; capacity for informed decision-making and loan accountability.</p>
                <p>Contradictions in the literature emerge regarding the uniform effectiveness of policy and institutional interventions. While national strategies and regulatory frameworks enhance inclusion in countries with developed digital infrastructure, SMEs in regions with limited internet access or weak institutional capacity may not fully benefit from these initiatives.
                    <sup>
                        <xref ref-type="bibr" rid="ref158">132</xref>,
                        <xref ref-type="bibr" rid="ref159">133</xref>
                    </sup> Similarly, although public-private partnerships facilitate innovative solutions and context-specific fintech tools, challenges remain in scaling interventions equitably across rural or underserved multicultural communities, particularly where local business customs or regulatory inconsistencies hinder adoption.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref163">137</xref>,
                        <xref ref-type="bibr" rid="ref164">138</xref>
                    </sup> These findings highlight that digital policies must be complemented by targeted capacity-building and contextual adaptation to ensure equitable impact.</p>
                <p>Research gaps persist in long-term evaluations of digital policies and institutional ecosystems on SME financial literacy, access to finance, and business resilience. Most studies focus on policy implementation or short-term financial outcomes without systematically assessing sustained SME growth, cross-cultural inclusivity, or the interplay between regulatory frameworks and technology adoption.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref165">139</xref>,
                        <xref ref-type="bibr" rid="ref166">140</xref>
                    </sup> Comparative research on the effectiveness of different policy instruments and regulatory models in promoting SME financial empowerment across diverse cultural and economic contexts remains limited.
                    <sup>
                        <xref ref-type="bibr" rid="ref168">142</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref170">144</xref>
                    </sup> Future studies should explore the long-term impact of integrated digital strategies, the role of public-private collaborations in bridging institutional gaps, and the effectiveness of ethical fintech regulation in enhancing inclusive and sustainable SME development globally.
                    <sup>
                        <xref ref-type="bibr" rid="ref167">141</xref>,
                        <xref ref-type="bibr" rid="ref171">145</xref>
                    </sup>
                </p>
                <p>The review indicates how digital policies, regulatory frameworks, and public-private partnerships interact with technological infrastructure and cultural factors to shape SME financial empowerment. Unlike prior reviews, it emphasises cross-regional variations, identifies gaps in long-term evaluation, and provides insights for implementing context-sensitive policy interventions that enhance inclusive access to finance, responsible borrowing, and sustainable enterprise growth.</p>
            </sec>
            <sec id="sec26">
                <title>Critical synthesis of literature and theoretical framework</title>
                <p>The study examines relationship between literature review and the underpinning theoretical frameworks thereby identifying the persistent challenges and eminent gaps as shown in 
                    <xref ref-type="fig" rid="f3">
Figure 3</xref>.</p>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>
Figure 3. </label>
                    <caption>
                        <title>Theoretical integration on e-financial literacy for sustainable loan repayment and growth of SMEs.</title>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/197827/b1a0b12a-befc-4de6-876c-6f0a863fa030_figure3.gif"/>
                </fig>
            </sec>
        </sec>
        <sec id="sec27">
            <title>Discussion on the theoretical framework and literature review</title>
            <sec id="sec28">
                <title>Theoretical perspectives on digital financial education and SME financial behaviour</title>
                <p>The literature on digital financial education demonstrates that Human Capital Theory, tTPB, and TAM collectively provide valuable frameworks for understanding SME financial literacy, adoption of digital tools, and sustainable loan repayment
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref37">22</xref>
                    </sup> as shown in 
                    <xref ref-type="table" rid="T1">Table 1</xref>. Human Capital Theory emphasises that investments in knowledge and skills, through e-learning platforms, mobile-based applications, and interactive budgeting tools, enhance SME owners&#x2019; competencies in financial management, credit monitoring, and investment planning.
                    <sup>
                        <xref ref-type="bibr" rid="ref48">34</xref>,
                        <xref ref-type="bibr" rid="ref49">35</xref>,
                        <xref ref-type="bibr" rid="ref68">49</xref>
                    </sup> Evidence shows that SMEs engaging with digital financial education acquire the knowledge necessary to make informed decisions, which translates into measurable outcomes such as improved loan repayment, responsible borrowing, and enterprise resilience.
                    <sup>
                        <xref ref-type="bibr" rid="ref51">37</xref>,
                        <xref ref-type="bibr" rid="ref52">38</xref>,
                        <xref ref-type="bibr" rid="ref59">147</xref>
                    </sup> However, the application of Human Capital Theory is constrained in multicultural contexts where SMEs face low literacy levels, limited access to technology, or minimal prior exposure to formal financial systems, highlighting a gap between theoretical potential and practical inclusivity.
                    <sup>
                        <xref ref-type="bibr" rid="ref60">44</xref>,
                        <xref ref-type="bibr" rid="ref71">51</xref>,
                        <xref ref-type="bibr" rid="ref57">146</xref>
                    </sup>
                </p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Theoretical perspectives on digital financial education and SME financial behaviour.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Theoretical framework</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Core focus and application in SMEs</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Key findings and challenges identified</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Representative sources</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Human Capital Theory (Becker, 1964)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Emphasises development of financial knowledge, digital skills, and managerial competencies as essential assets for SME growth and loan sustainability.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">E-learning platforms, mobile-based applications, and interactive budgeting tools enhance SME owners&#x2019; ability to manage credit and investments. Persistent challenges include low literacy levels, limited digital access, and exclusion of SMEs in rural or resource-constrained areas.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Awaluddin et al. (2025); Menberu (2024); Tyurina et al. (2021); Ou&#x00e9;draogo (2024); Nurani et al. (2025)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Theory of Planned Behaviour (Ajzen, 1985)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Explains how attitudes, social norms, and perceived control shape SME owners&#x2019; financial and technological behaviours.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Positive attitudes towards e-financial learning and strong community norms support adoption. However, socio-cultural variations, peer influence, and limited perceived control restrict consistent financial behaviour and loan repayment among SMEs.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Al-Mamary et al. (2022); Hamzat et al. (2023); Schachter (2019); Kergroach (2020); Harichandana (2025)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Technology Acceptance Model (Davis, 1986)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Focuses on how perceived usefulness and ease of use drive adoption of digital financial tools among SMEs.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Gamified learning interfaces and multilingual content enhance usability and engagement. Yet, limited evaluation of long-term impact, infrastructural challenges, and digital literacy disparities hinder effective adoption and sustainability.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mart&#x00ed;n-Garc&#x00ed;a et al. (2022); Chui (2021); Klein (2020); Qi et al. (2024); Loh (2023)</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>TPB provides a complementary lens by explaining the psychological and social mechanisms through which financial literacy translates into behaviour.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>,
                        <xref ref-type="bibr" rid="ref43">28</xref>
                    </sup> Literature indicates that SME owners&#x2019; attitudes toward digital financial education, subjective norms shaped by community and cultural expectations, and perceived control over technology adoption collectively influence loan repayment and financial management practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref53">39</xref>,
                        <xref ref-type="bibr" rid="ref68">49</xref>
                    </sup> In multicultural settings, cultural norms and social pressures can moderate these relationships. For example, entrepreneurial behaviour in collectivist cultures may be strongly influenced by peer or family expectations, which can either reinforce or hinder consistent application of financial knowledge.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">43</xref>,
                        <xref ref-type="bibr" rid="ref70">50</xref>,
                        <xref ref-type="bibr" rid="ref69">148</xref>
                    </sup> This suggests that while TPB explains intention-behaviour relationships, its predictive power is context-dependent and may be limited where cultural or social moderators are strong.</p>
                <p>TAM further clarifies the link between digital tools and practical financial outcomes, highlighting that perceived usefulness and ease of use drive adoption and sustained application.
                    <sup>
                        <xref ref-type="bibr" rid="ref37">22</xref>,
                        <xref ref-type="bibr" rid="ref46">31</xref>
                    </sup> Studies show that gamified interfaces, multilingual options, and scenario-based exercises improve engagement, usability, and adherence to repayment schedules, illustrating how digital adoption directly supports financial management.
                    <sup>
                        <xref ref-type="bibr" rid="ref55">41</xref>,
                        <xref ref-type="bibr" rid="ref56">42</xref>,
                        <xref ref-type="bibr" rid="ref72">52</xref>
                    </sup> Nonetheless, TAM assumptions are constrained in multicultural SME contexts where infrastructural limitations, technological complexity, or low digital literacy may reduce perceived ease of use, impeding adoption despite recognition of potential benefits.
                    <sup>
                        <xref ref-type="bibr" rid="ref73">53</xref>,
                        <xref ref-type="bibr" rid="ref76">54</xref>,
                        <xref ref-type="bibr" rid="ref75">156</xref>
                    </sup>
                </p>
                <p>Taken together, these three theoretical perspectives provide complementary explanatory power. Human Capital Theory accounts for skill-building mechanisms, TPB explains the psychological and social determinants of financial behaviour, and TAM elucidates the conditions under which digital tools are adopted and effectively applied. The review implies that integrating these frameworks strengthens understanding of SMEs&#x2019; financial literacy and behaviour in multicultural settings, but their explanatory ability is bounded by contextual factors. Cultural norms, language diversity, social expectations, infrastructure quality, and access to technology can all moderate the relationships predicted by TPB and TAM and limit the practical realisation of Human Capital Theory.
                    <sup>
                        <xref ref-type="bibr" rid="ref60">44</xref>,
                        <xref ref-type="bibr" rid="ref71">51</xref>,
                        <xref ref-type="bibr" rid="ref73">53</xref>,
                        <xref ref-type="bibr" rid="ref57">146</xref>,
                        <xref ref-type="bibr" rid="ref75">156</xref>
                    </sup>
                </p>
                <p>Ultimately, while these theories collectively explain much of SMEs&#x2019; engagement with digital financial education and associated loan repayment behaviour, the literature underscores the need for research that explicitly integrates cultural, psychological, and technological dimensions. Addressing these boundary conditions is crucial to improving equitable access, sustained adoption of digital tools, and measurable impacts on SME growth and financial resilience in diverse multicultural contexts.</p>
            </sec>
            <sec id="sec29">
                <title>Theoretical alignment and gaps in data-driven financial analytics for SMEs</title>
                <p>The literature on data-driven financial analytics demonstrates strong alignment with Human Capital Theory, TPB, and TAM, illustrating how SMEs&#x2019; financial literacy and adoption of digital tools influence sustainable loan repayment and business growth
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>,
                        <xref ref-type="bibr" rid="ref36">21</xref>
                    </sup> as shown in 
                    <xref ref-type="table" rid="T2">Table 2</xref>. Human Capital Theory emphasises that knowledge and analytical skills are forms of productive capital that enhance decision-making, risk management, and operational efficiency. Evidence indicates that the use of financial analytic software, cloud-based accounting systems, and real-time dashboards equips SME owners with actionable insights, translating digital financial literacy into measurable outcomes such as improved credit monitoring, cash-flow management, and loan repayment performance.
                    <sup>
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref73">53</xref>,
                        <xref ref-type="bibr" rid="ref78">56</xref>,
                        <xref ref-type="bibr" rid="ref79">57</xref>,
                        <xref ref-type="bibr" rid="ref15">78</xref>
                    </sup> However, the explanatory power of Human Capital Theory is constrained in multicultural contexts where uneven digital literacy, limited access to advanced tools, and infrastructural disparities reduce the capacity of SMEs to fully capitalise on analytic resources.
                    <sup>
                        <xref ref-type="bibr" rid="ref92">69</xref>,
                        <xref ref-type="bibr" rid="ref93">70</xref>,
                        <xref ref-type="bibr" rid="ref97">72</xref>
                    </sup>
                </p>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>Theoretical alignment and gaps in data-driven financial analytics for SMEs.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Theoretical framework</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Core focus and application in SMEs</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Key findings and challenges identified</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Representative sources</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Human Capital Theory (Becker, 1964)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Emphasises the value of knowledge and analytical skills as productive assets that enhance SME efficiency and decision-making capacity.</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Financial analytic software, real-time dashboards, and cloud-based systems strengthen financial literacy, risk management, and operational efficiency. However, uneven digital literacy and limited access to analytical tools constrain the realisation of these benefits across SME contexts.</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Hamzat et al. (2023); Nkwinika &amp; Akinola (2023); Ogbuefi et al. (2024); Akpuokwe et al. (2024); Kumar (2025)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Theory of Planned Behaviour (Ajzen, 1985)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Explains how attitudes, social norms, and perceived control shape SMEs&#x2019; use of financial analytics for decision-making and loan management.</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Entrepreneurs&#x2019; confidence in interpreting data and peer or community influences enhance adoption. Yet, socio-cultural differences, limited perceived control, and weak digital infrastructure reduce consistency in the application of analytics.</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Hagger et al. (2022); Yakubu et al. (2024); Yadava (2023); Francisca (2025); Oni (2025)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Technology Acceptance Model (Davis, 1986)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Focuses on perceived usefulness and ease of use as drivers of SMEs&#x2019; engagement with data-driven financial technologies.</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Predictive credit models and user-friendly dashboards promote financial tracking and repayment discipline. Persistent challenges include scalability issues, limited long-term adoption, and the need for cultural and infrastructural adaptation of analytical tools.</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Mart&#x00ed;n-Garc&#x00ed;a et al. (2022); Bhole &amp; Ujagare (2023); Al Maruf (2025); Susilo et al. (2024); Mgbame et al. (2022)</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>TPB provides complementary explanatory value by accounting for the psychological and social mechanisms that shape SMEs&#x2019; adoption and application of analytics tools.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>,
                        <xref ref-type="bibr" rid="ref42">27</xref>
                    </sup> SME owners&#x2019; attitudes toward data-driven platforms, perceived control over technology use, and subjective norms influenced by peer networks and cultural expectations determine the consistency of tool utilisation.
                    <sup>
                        <xref ref-type="bibr" rid="ref81">59</xref>,
                        <xref ref-type="bibr" rid="ref83">61</xref>,
                        <xref ref-type="bibr" rid="ref84">62</xref>
                    </sup> The literature indicates that in multicultural and socio-economically diverse settings, social norms and cultural attitudes toward technology can either facilitate or hinder the behavioural translation of digital financial knowledge into practical outcomes. For instance, entrepreneurs in collectivist cultures may rely heavily on peer validation or community expectations before adopting predictive credit models or dashboard analytics, moderating the relationship between perceived usefulness and actual adoption.
                    <sup>
                        <xref ref-type="bibr" rid="ref92">69</xref>,
                        <xref ref-type="bibr" rid="ref93">70</xref>,
                        <xref ref-type="bibr" rid="ref97">72</xref>
                    </sup> This highlights a boundary condition for TPB, where cultural variability interacts with behavioural intention, shaping the realisation of intended financial behaviours.</p>
                <p>TAM further clarifies the observed link between digital analytics and practical financial outcomes by emphasising perceived usefulness and ease of use as key drivers of adoption.
                    <sup>
                        <xref ref-type="bibr" rid="ref37">22</xref>,
                        <xref ref-type="bibr" rid="ref46">31</xref>
                    </sup> Studies show that SMEs benefit from user-friendly dashboards, predictive credit models, and cloud-based accounting systems, which improve financial tracking, credit monitoring, and repayment discipline.
                    <sup>
                        <xref ref-type="bibr" rid="ref78">56</xref>,
                        <xref ref-type="bibr" rid="ref89">67</xref>,
                        <xref ref-type="bibr" rid="ref100">75</xref>
                    </sup> Nonetheless, TAM assumptions are limited in multicultural contexts where infrastructural constraints, technological complexity, or limited digital literacy reduce perceived ease of use and hinder sustained engagement with analytics platforms.
                    <sup>
                        <xref ref-type="bibr" rid="ref87">65</xref>,
                        <xref ref-type="bibr" rid="ref98">73</xref>
                    </sup> This indicates that while TAM explains adoption behaviour, its predictive power is bounded by conditions of access, infrastructure, and technological competence.</p>
                <p>Taken together, the integration of Human Capital Theory, TPB, and TAM provides a robust, multi-dimensional explanation of SMEs&#x2019; engagement with data-driven financial analytics. Human Capital Theory explains the cognitive and skill-building mechanisms, TPB captures the social and psychological determinants of behavioural adoption, and TAM accounts for technology-specific factors influencing practical application. The review implies that while these frameworks collectively offer explanatory power, their applicability in multicultural SME contexts is moderated by boundary conditions such as cultural norms, social expectations, digital infrastructure, and literacy levels.
                    <sup>
                        <xref ref-type="bibr" rid="ref87">65</xref>,
                        <xref ref-type="bibr" rid="ref92">69</xref>,
                        <xref ref-type="bibr" rid="ref93">70</xref>,
                        <xref ref-type="bibr" rid="ref97">72</xref>,
                        <xref ref-type="bibr" rid="ref98">73</xref>
                    </sup> Addressing these gaps requires research that explicitly examines cross-cultural usability, context-specific barriers to adoption, and the long-term impact of data-driven analytics on SME financial resilience, growth, and equitable access to digital financial tools.</p>
            </sec>
            <sec id="sec30">
                <title>Theoretical integration and gaps in virtual inclusive financial literacy platforms</title>
                <p>The literature on virtual inclusive financial literacy platforms demonstrates strong alignment with Human Capital Theory, TPB, and TAM, reflecting how knowledge, skills, and digital competencies influence SMEs&#x2019; financial behaviour and loan repayment
                    <sup>
                        <xref ref-type="bibr" rid="ref36">21</xref>,
                        <xref ref-type="bibr" rid="ref38">23</xref>,
                        <xref ref-type="bibr" rid="ref39">24</xref>
                    </sup> as shown in 
                    <xref ref-type="table" rid="T3">Table 3</xref>. Human Capital Theory highlights that investment in entrepreneurs&#x2019; cognitive and technical capabilities through AI-powered multilingual learning, gamified applications, and collaborative peer-learning platforms enhances decision-making, financial monitoring, and strategic business growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref50">36</xref>,
                        <xref ref-type="bibr" rid="ref106">82</xref>,
                        <xref ref-type="bibr" rid="ref116">92</xref>
                    </sup> Evidence indicates that context-specific, culturally adaptive content enables SME owners to apply financial knowledge practically, improving budgeting, credit management, and repayment performance.
                    <sup>
                        <xref ref-type="bibr" rid="ref108">84</xref>,
                        <xref ref-type="bibr" rid="ref109">85</xref>
                    </sup> However, the explanatory power of Human Capital Theory is constrained in multicultural and low-resource contexts where disparities in digital literacy, internet connectivity, and technological infrastructure limit SMEs&#x2019; ability to fully realise the benefits of virtual learning.
                    <sup>
                        <xref ref-type="bibr" rid="ref103">79</xref>,
                        <xref ref-type="bibr" rid="ref111">87</xref>
                    </sup>
                </p>
                <table-wrap id="T3" orientation="portrait" position="float">
                    <label>
Table 3. </label>
                    <caption>
                        <title>Theoretical integration and gaps in virtual inclusive financial literacy platform.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Theoretical framework</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Core focus and application in SMEs</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Key findings and challenges identified</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Representative sources</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Human Capital Theory (Becker, 1964)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Emphasises the role of knowledge, skills, and competencies as productive assets that drive SME sustainability and informed decision-making.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">AI-powered multilingual learning, gamified platforms, and peer-learning systems enhance financial capabilities and strategic growth. Persistent challenges include disparities in digital literacy, limited internet access, and underdeveloped technological infrastructure in low-resource settings.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Abbas et al. (2024); Islam &amp; Amin (2022); Hamzat et al. (2023); Sihlophe (2024); Raza (2025)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Theory of Planned Behaviour (Ajzen, 1985)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Explains how attitudes, social norms, and perceived control influence SMEs&#x2019; engagement with virtual financial learning tools.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cultural norms, community expectations, and perceived control affect the adoption and sustained use of financial literacy platforms. Variations in socio-economic conditions and behavioural intentions create inconsistencies in adoption across diverse contexts.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Al-Mamary et al. (2022); Kachkar &amp; Djafri (2022); Usman et al. (2024); Zamiri &amp; Esmaeili (2024)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Technology Acceptance Model (Davis, 1986)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Focuses on perceived usefulness and ease of use as critical factors driving adoption and engagement with digital financial platforms.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Gamified, AI-driven, and user-friendly designs improve knowledge retention, budgeting, and repayment discipline. Gaps remain in long-term engagement, cross-cultural scalability, and usability among low-literacy and linguistically diverse SMEs.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mart&#x00ed;n-Garc&#x00ed;a et al. (2022); Amal et al. (2024); Dias et al. (2024); Freitas et al. (2024); Nuryanto et al. (2025)</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>TPB provides additional insight by explaining the behavioural mechanisms through which SMEs translate digital learning into consistent financial practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>,
                        <xref ref-type="bibr" rid="ref42">27</xref>
                    </sup> SME owners&#x2019; attitudes toward digital financial education, subjective norms shaped by community and cultural expectations, and perceived control over technology use collectively influence engagement and practical application.
                    <sup>
                        <xref ref-type="bibr" rid="ref43">28</xref>,
                        <xref ref-type="bibr" rid="ref44">29</xref>
                    </sup> In multicultural settings, cultural norms and social pressures can moderate these relationships, either facilitating or constraining the adoption of financial literacy platforms. For example, SMEs in collectivist cultures may prioritise peer validation or community approval before fully engaging with AI-based modules, limiting the uniformity of behaviour predicted by TPB.
                    <sup>
                        <xref ref-type="bibr" rid="ref103">79</xref>,
                        <xref ref-type="bibr" rid="ref111">87</xref>
                    </sup> These findings highlight boundary conditions for TPB in diverse cultural and socio-economic contexts.</p>
                <p>TAM further explains the observed link between platform adoption and practical financial outcomes, emphasising perceived usefulness and ease of use as critical determinants of engagement.
                    <sup>
                        <xref ref-type="bibr" rid="ref37">22</xref>,
                        <xref ref-type="bibr" rid="ref46">31</xref>
                    </sup> Evidence demonstrates that gamified interfaces, adaptive learning paths, and intuitive dashboards improve knowledge retention, budgeting skills, and loan repayment behaviour.
                    <sup>
                        <xref ref-type="bibr" rid="ref107">83</xref>,
                        <xref ref-type="bibr" rid="ref118">94</xref>,
                        <xref ref-type="bibr" rid="ref119">95</xref>
                    </sup> Nonetheless, TAM assumptions are challenged in multicultural and low-literacy environments where limited digital skills, infrastructural constraints, and linguistic diversity reduce perceived ease of use, potentially restricting long-term engagement and effective application of digital learning.
                    <sup>
                        <xref ref-type="bibr" rid="ref110">86</xref>,
                        <xref ref-type="bibr" rid="ref113">89</xref>
                    </sup>
                </p>
                <p>In summary, the integration of Human Capital Theory, TPB, and TAM offers a multi-dimensional explanation of SMEs&#x2019; interaction with virtual inclusive financial literacy platforms. Human Capital Theory explains capability development, TPB accounts for behavioural and cultural determinants of engagement, and TAM addresses technology-specific drivers of adoption. The review implies that while these frameworks provide strong explanatory utility, their applicability is moderated by contextual factors such as cultural norms, socio-economic variability, technological infrastructure, and literacy levels. Addressing these gaps requires further research that examines cross-cultural usability, sustained engagement, and the combined effects of behavioural, technological, and educational dimensions on SME financial resilience, loan repayment, and long-term growth.</p>
            </sec>
            <sec id="sec31">
                <title>Theoretical integration and gaps in fintech integration for SMEs</title>
                <p>The literature on fintech integration demonstrates strong alignment with Human Capital Theory, TPB, and TAM, illustrating how SMEs&#x2019; financial literacy and digital competence influence sustainable loan repayment and business growth
                    <sup>
                        <xref ref-type="bibr" rid="ref36">21</xref>,
                        <xref ref-type="bibr" rid="ref38">23</xref>,
                        <xref ref-type="bibr" rid="ref39">24</xref>
                    </sup> as shown in 
                    <xref ref-type="table" rid="T4">Table 4</xref>. Human Capital Theory emphasises that SMEs&#x2019; knowledge, skills, and competencies constitute essential assets for effective financial management (Abbas et al., 2024; Islam &amp; Amin, 2022). Studies show that digital payments, mobile banking, blockchain, and automated credit scoring tools enhance entrepreneurs&#x2019; understanding of cash flow management, credit assessment, and investment evaluation.
                    <sup>
                        <xref ref-type="bibr" rid="ref113">89</xref>,
                        <xref ref-type="bibr" rid="ref125">99</xref>,
                        <xref ref-type="bibr" rid="ref144">118</xref>
                    </sup> By equipping SME owners with practical technological and financial competencies, fintech solutions translate human capital into measurable outcomes, including improved loan repayment, financial monitoring, and business expansion (Siano et al., 2020; Abebe et al., 2025). Yet, disparities in access to technology, training, and infrastructure&#x2014;particularly among SMEs in rural or resource-constrained contexts&#x2014;moderate the explanatory power of Human Capital Theory, limiting uniform benefits across multicultural environments.</p>
                <table-wrap id="T4" orientation="portrait" position="float">
                    <label>
Table 4. </label>
                    <caption>
                        <title>Theoretical alignment and gaps in fintech integration for SMEs.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Theoretical framework</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Core focus and application in SMEs</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Key findings and challenges identified</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Representative sources</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Human Capital Theory (Becker, 1964)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Emphasises SME owners&#x2019; knowledge, skills, and competencies as essential assets for sustainable business growth and financial management.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fintech tools such as digital payments, mobile banking, and blockchain improve financial literacy, debt monitoring, and investment analysis. Persistent challenges include disparities in human capital development, especially among SMEs in rural or resource-constrained environments.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Abbas et al. (2024); Islam &amp; Amin (2022); Omowole et al. (2024); Jang et al. (2023); Adeoye et al. (2025); Siano et al. (2020); Abebe et al. (2025)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Theory of Planned Behaviour (Ajzen, 1985)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Explains how attitudes, social norms, and perceived behavioural control influence SMEs&#x2019; adoption and effective utilisation of fintech tools.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cultural beliefs, social influence, and confidence in digital literacy shape engagement with fintech systems. Major challenges include infrastructural limitations and socio-cultural resistance that inhibit adoption in low-resource settings.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Al-Mamary et al. (2022); Balboa et al. (2024); Kachkar &amp; Djafri (2022); Shrier et al. (2016); Nuka &amp; Osedahunsi (2024)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Technology Acceptance Model (Davis, 1986)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Highlights perceived usefulness and ease of use as the primary determinants of fintech adoption and continued engagement.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">User-friendly and culturally adapted fintech tools enhance financial monitoring, loan repayment, and credit management. However, long-term adoption, cross-cultural adaptability, and integration into SME operations remain underexplored.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mart&#x00ed;n-Garc&#x00ed;a et al. (2022); Kumar et al. (2023); Adewuyi et al. (2023); Omowole et al. (2024); Chombela (2025)</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>The TPB provides additional insights into the psychological and social mechanisms underlying fintech adoption.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>,
                        <xref ref-type="bibr" rid="ref43">28</xref>
                    </sup> Evidence indicates that SME owners&#x2019; attitudes toward fintech, subjective norms shaped by cultural and community expectations, and perceived control over digital tools collectively influence the adoption and sustained use of fintech platforms.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref44">29</xref>
                    </sup> Cultural beliefs and social influence can either facilitate or constrain engagement, while low digital literacy and infrastructural limitations in rural or underserved regions may inhibit consistent application of financial knowledge. These observations highlight boundary conditions for TPB, where cultural and socio-economic factors moderate the relationships between attitudes, intentions, and actual financial behaviour.
                    <sup>
                        <xref ref-type="bibr" rid="ref131">105</xref>,
                        <xref ref-type="bibr" rid="ref145">119</xref>
                    </sup>
                </p>
                <p>TAM complements this perspective by emphasising perceived usefulness and ease of use as key determinants of fintech adoption and effective application.
                    <sup>
                        <xref ref-type="bibr" rid="ref37">22</xref>,
                        <xref ref-type="bibr" rid="ref46">31</xref>
                    </sup> Studies demonstrate that user-friendly, culturally adapted fintech platforms improve financial tracking, credit monitoring, and repayment compliance.
                    <sup>
                        <xref ref-type="bibr" rid="ref143">117</xref>,
                        <xref ref-type="bibr" rid="ref147">121</xref>
                    </sup> However, the explanatory power of TAM is limited in contexts where technological infrastructure is weak, digital literacy is low, or tools are not linguistically and culturally aligned with SME users. Such conditions create gaps in long-term engagement and consistent translation of fintech capabilities into practical financial outcomes.
                    <sup>
                        <xref ref-type="bibr" rid="ref125">99</xref>,
                        <xref ref-type="bibr" rid="ref141">115</xref>
                    </sup>
                </p>
                <p>In sum, the integration of Human Capital Theory, TPB, and TAM provides a comprehensive framework for understanding SME fintech adoption in multicultural contexts. Human Capital Theory explains capability development, TPB accounts for behavioural and social influences, and TAM addresses technology-specific drivers of adoption. The review implies that while these frameworks offer strong explanatory power, their applicability is moderated by contextual factors such as cultural norms, infrastructural constraints, and socio-economic disparities. Future research should focus on examining these boundary conditions, including cross-cultural usability, long-term adoption, and the interaction of human capital, behavioural intentions, and technology acceptance in shaping sustainable loan repayment and SME growth across diverse environments.</p>
            </sec>
            <sec id="sec32">
                <title>Theoretical integration and gaps in digital policy and institutional ecosystems for SMEs</title>
                <p>The literature on digital policy and institutional ecosystems demonstrates strong alignment with Human Capital Theory, TPB, and TAM, highlighting how structured policies and institutional frameworks shape SME financial literacy, technology adoption, and sustainable loan repayment
                    <sup>
                        <xref ref-type="bibr" rid="ref36">21</xref>,
                        <xref ref-type="bibr" rid="ref38">23</xref>,
                        <xref ref-type="bibr" rid="ref39">24</xref>
                    </sup> as shown in 
                    <xref ref-type="table" rid="T5">Table 5</xref>. Human Capital Theory emphasises that SME owners&#x2019; knowledge, skills, and competencies constitute key assets that enhance financial decision-making and operational performance (Abbas et al., 2024; Islam &amp; Amin, 2022). Evidence indicates that national digital strategies, such as Singapore&#x2019;s Smart Nation initiative and Rwanda&#x2019;s ICT for Development Policy, enhance human capital by providing access to fintech tools, e-financial literacy programs, and inclusive training modules.
                    <sup>
                        <xref ref-type="bibr" rid="ref155">129</xref>,
                        <xref ref-type="bibr" rid="ref157">131</xref>
                    </sup> These interventions translate into measurable outcomes, including responsible borrowing, improved credit monitoring, and equitable participation in digital financial ecosystems.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref150">124</xref>
                    </sup> Nonetheless, disparities in resource allocation, infrastructure, and human capital investment across regions moderate the effectiveness of these frameworks, limiting equitable engagement in multicultural contexts (Iddrisu et al., 2025; Chibueze, 2021).</p>
                <table-wrap id="T5" orientation="portrait" position="float">
                    <label>
Table 5. </label>
                    <caption>
                        <title>Theoretical alignment and gaps in digital policy and institutional ecosystems for SMEs.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Theoretical framework</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Core focus and policy application for SMEs</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Key findings and challenges identified</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Representative sources</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Human Capital Theory (Becker, 1964)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Emphasises the role of knowledge, skills, and competencies in enhancing SMEs&#x2019; financial literacy and sustainability. National digital policies and institutional frameworks strengthen SMEs&#x2019; capacity through structured training, e-financial modules, and fintech access.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Policies such as Singapore&#x2019;s 
                                    <italic toggle="yes">Smart Nation</italic> and Rwanda&#x2019;s 
                                    <italic toggle="yes">ICT for Development Policy</italic> demonstrate that digital empowerment fosters responsible borrowing and credit management. Yet, disparities in human capital investment persist across regions, limiting equitable participation in digital ecosystems.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Abbas et al. (2024); Islam &amp; Amin (2022); Pereira et al. (2023); Iddrisu et al. (2025); Chibueze (2021); Rumiantsev et al. (2024)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Theory of Planned Behaviour (Ajzen, 1985)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Explains how SMEs&#x2019; attitudes, subjective norms, and perceived behavioural control influence participation in digital finance ecosystems.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Supportive public-private partnerships and regulatory frameworks enhance positive behavioural intentions, but infrastructural gaps, skill deficits, and socio-cultural barriers reduce adoption effectiveness in developing contexts.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Al-Mamary et al. (2022); Balboa et al. (2024); Oyegbade et al. (2022); Musamali et al. (2023); Shukla &amp; Dubey (2022)</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Technology Acceptance Model (Davis, 1986)</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Highlights perceived usefulness and ease of use as determinants of SME adoption of digital and fintech platforms within institutional frameworks.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">User-friendly, culturally adaptive tools improve SME engagement and financial transparency. Challenges include limited interoperability, low digital inclusion in remote areas, and weak long-term adoption strategies.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mart&#x00ed;n-Garc&#x00ed;a et al. (2022); ESCAP (2024); Lijuan (2025); Gonzalez et al. (2025); Chibueze (2021)</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>TPB provides insights into the behavioural and social mechanisms through which institutional ecosystems influence SME adoption of digital financial tools.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">20</xref>,
                        <xref ref-type="bibr" rid="ref43">28</xref>
                    </sup> Studies show that SMEs&#x2019; attitudes toward digital finance, subjective norms reinforced by regulatory endorsement and community expectations, and perceived behavioural control shape their engagement with fintech platforms and adherence to loan requirements.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref162">136</xref>
                    </sup> Supportive public-private partnerships and culturally adaptive frameworks enhance positive behavioural intentions, yet infrastructural gaps, socio-cultural barriers, and skill deficits in low-resource regions constrain consistent application of knowledge and technology.
                    <sup>
                        <xref ref-type="bibr" rid="ref166">140</xref>,
                        <xref ref-type="bibr" rid="ref167">141</xref>
                    </sup> These observations highlight boundary conditions for TPB, where cultural norms and contextual constraints moderate the translation of intention into sustained financial behaviours.</p>
                <p>TAM complements this understanding by emphasising the perceived usefulness and ease of use of digital platforms as determinants of adoption and practical application.
                    <sup>
                        <xref ref-type="bibr" rid="ref37">22</xref>,
                        <xref ref-type="bibr" rid="ref46">31</xref>
                    </sup> Evidence indicates that user-friendly, culturally adapted, and institutionally embedded fintech tools improve SME engagement, financial literacy, and operational transparency.
                    <sup>
                        <xref ref-type="bibr" rid="ref151">125</xref>,
                        <xref ref-type="bibr" rid="ref153">127</xref>
                    </sup> However, limitations remain in evaluating long-term adoption, system interoperability, and inclusivity across linguistically and culturally diverse SMEs.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref149">123</xref>
                    </sup> In contexts with low digital literacy or limited infrastructure, TAM&#x2019;s assumptions regarding ease of use and perceived utility may not hold, revealing boundary conditions that constrain technology adoption and consistent application.</p>
                <p>Collectively, the integration of Human Capital Theory, TPB, and TAM provides a comprehensive explanatory framework for understanding the role of digital policies and institutional ecosystems in multicultural SME settings. Human Capital Theory explains capability building, TPB accounts for social and behavioural influences, and TAM addresses technology-specific drivers of adoption. The review implies that while these frameworks collectively explain observed outcomes in SME financial behaviour, their applicability is conditioned by cultural norms, infrastructural limitations, and disparities in digital skills. Future research should examine these contextual moderators to optimise policy design, ensure equitable access, and sustain long-term SME growth and loan repayment performance across diverse cultural and economic environments.</p>
            </sec>
            <sec id="sec33">
                <title>Practical implications</title>
                <p>Based on the discussion of the literature across the themes, several policy implications emerge that could guide governments, regulatory agencies, and development partners in supporting SMEs&#x2019; financial literacy, inclusion, and sustainable growth.</p>
                <p>The findings on digital financial education indicate that policymakers should prioritise investments in accessible, context-sensitive digital learning platforms for SMEs. This includes supporting mobile-based applications, interactive e-learning modules, and gamified financial literacy tools tailored to different literacy levels and regional contexts. Policies could incentivise the development of locally relevant content and the integration of adaptive learning technologies, ensuring that SMEs in low-income regions or rural areas can effectively benefit from financial education programs. Governments may also consider partnerships with private sector technology providers to scale these initiatives while monitoring their impact on sustainable loan repayment and business resilience.</p>
                <p>Regarding data-driven financial analytics, the literature underscores the importance of policies that enhance SMEs&#x2019; access to affordable, user-friendly analytic tools while addressing technological and infrastructural constraints. Policymakers could promote initiatives that provide cloud-based accounting systems, predictive modelling software, and real-time dashboards to SMEs, accompanied by training programs that improve digital and financial literacy. Regulatory frameworks could also support data privacy and security while encouraging fintech solutions that integrate culturally adaptive features, ensuring that analytics tools do not inadvertently exclude SMEs lacking historical financial data or technological resources.</p>
                <p>The discussion on virtual inclusive financial literacy platforms highlights the need for policies that foster equitable access to AI-powered, gamified, and collaborative learning environments. Governments and institutions could provide incentives for platform developers to incorporate multilingual content, culturally relevant scenarios, and mentorship networks that enhance engagement among SMEs from diverse backgrounds. Policy interventions could also support infrastructure improvements, such as internet connectivity and digital access, to reduce barriers to participation, particularly in rural or underserved areas.</p>
                <p>In the case of fintech solutions, the literature suggests that policymakers should encourage the development and adoption of digital financial services, including mobile banking, blockchain platforms, automated credit scoring, and digital payment systems. Regulatory policies should ensure these innovations are inclusive, addressing digital literacy gaps, regional disparities, and the needs of SMEs in informal sectors. Public-private collaborations could be incentivised to offer training, simplified interfaces, and culturally sensitive support, maximising equitable access to fintech tools and promoting responsible borrowing and sustainable loan repayment.</p>
                <p>Finally, findings on digital policy and institutional ecosystems point to the importance of comprehensive, coordinated policy frameworks that integrate digital financial literacy, fintech adoption, and ethical regulatory oversight. Policymakers should prioritise developing national digital strategies and supporting public-private partnerships that strengthen SMEs&#x2019; capacity for informed decision-making and financial accountability. Policies must also be adaptable to local contexts, with targeted capacity-building initiatives to ensure equitable impact in regions with limited infrastructure or institutional weaknesses. Long-term monitoring and evaluation mechanisms should be embedded to assess the sustained effectiveness of these policies in promoting SME growth, inclusivity, and resilience.</p>
            </sec>
            <sec id="sec34">
                <title>Recommendations</title>
                <p>Based on the discussion of the literature across the five themes, several recommendations emerge for stakeholders aiming to enhance e-financial literacy and promote sustainable loan repayment and SME growth through innovative solutions.</p>
                <p>For digital financial education, policymakers and development agencies should prioritise the implementation of mobile-based and interactive e-learning platforms that are tailored to the local context. Success stories, such as Kenya&#x2019;s M-Pesa &#x201c;Pamoja&#x201d; app and China&#x2019;s Alipay SME Financial Academy, demonstrate the effectiveness of mobile financial literacy programs in improving budgeting, cash flow management, and responsible borrowing among SMEs. Governments and NGOs can partner with technology firms to scale such solutions, integrating gamified and adaptive learning features to accommodate diverse literacy levels. SMEs themselves should actively engage in these programs to build practical financial skills that directly support sustainable loan repayment.</p>
                <p>In the area of data-driven financial analytics, financial institutions, fintech developers, and SME associations should collaboratively facilitate access to user-friendly analytic tools that provide real-time insights into cash flow, profitability, and credit performance. The case of cloud-based accounting systems in India and predictive analytics in South Africa illustrates how SMEs can leverage these technologies for informed decision-making and improved loan management. Stakeholders should provide targeted training on these tools, particularly in regions with lower digital literacy, to ensure equitable access and usage, while regulatory agencies ensure data security and compliance with financial standards.</p>
                <p>Regarding virtual inclusive financial literacy platforms, developers and educational institutions should expand AI-driven, gamified learning environments that offer multilingual content and culturally relevant scenarios. Platforms like Google&#x2019;s Primer App and Kenya&#x2019;s Ajira Digital Program have successfully fostered engagement, peer-learning, and mentorship, which strengthen financial competence and responsible borrowing. Policymakers and SME support organisations should invest in infrastructure and digital access to ensure that underserved communities can fully benefit, while SMEs actively participate in virtual learning communities to enhance long-term financial resilience.</p>
                <p>For fintech solutions, regulators, banks, and fintech innovators should promote inclusive digital financial services, including mobile banking, automated credit scoring, blockchain applications, and digital payments. Equity Bank&#x2019;s EazzyBiz and M-Pesa provide illustrative cases where fintech adoption has increased financial transparency, operational efficiency, and access to credit for SMEs. Recommendations include simplifying interfaces, offering training programs, and developing culturally sensitive support mechanisms to encourage adoption, particularly among SMEs in rural or informal sectors. Strategic public-private partnerships can further amplify impact and ensure sustainability.</p>
                <p>Finally, in digital policy and institutional ecosystems, governments and regulatory bodies should formulate robust digital strategies that integrate financial literacy initiatives, fintech adoption, and ethical oversight. Successes such as Singapore&#x2019;s Smart Nation initiative and Rwanda&#x2019;s ICT for Development Policy illustrate how comprehensive frameworks can enhance SME access to financial tools, strengthen decision-making, and promote loan accountability. Stakeholders should focus on adaptive policy measures, capacity-building, and cross-sector collaboration to ensure equitable benefits, while continuously monitoring and evaluating long-term SME growth, inclusivity, and financial sustainability.</p>
                <p>In these recommendations, we emphasise a coordinated approach in which governments, financial institutions, technology developers, educational providers, and SMEs actively collaborate. Strategies combining digital education, analytics, inclusive learning platforms, fintech adoption, and supportive institutional ecosystems can sustainably improve e-financial literacy, responsible borrowing, and long-term growth of SMEs across diverse cultural and economic contexts.</p>
            </sec>
            <sec id="sec35">
                <title>Recommendations for future research</title>
                <p>Based on the discussions across the five literature themes, we propose several recommendations for future research aimed at strengthening e-financial literacy, sustainable loan repayment, and SME growth through innovative digital solutions. First, longitudinal studies are needed to assess the long-term impacts of digital financial education on SMEs&#x2019; financial behaviour, enterprise resilience, and business growth across diverse sectors and geographical contexts. While existing research demonstrates short-term improvements in financial literacy and loan repayment, limited evidence exists on sustained behavioural changes or the cumulative effects of continuous digital learning interventions. Comparative studies could further examine the differential effectiveness of mobile-based applications, structured e-learning modules, and interactive gamified platforms, particularly in low-income regions and multicultural business environments.</p>
                <p>Future research should also explore the integration of advanced technologies, such as artificial intelligence, adaptive learning systems, and predictive analytics, within SME financial management. Studies could investigate how AI-driven personalised content, scenario-based simulations, and real-time dashboards influence practical decision-making, loan accountability, and business performance. Moreover, research should consider the socio-cultural, linguistic, and technological contexts that mediate adoption, focusing on SMEs with low digital literacy, limited internet access, or minimal prior exposure to formal financial systems. Investigating culturally adaptive approaches and platform customisation will help identify strategies for inclusive and equitable access to digital financial tools.</p>
                <p>In relation to fintech solutions, research should examine the synergistic effects of combining multiple tools, such as blockchain, mobile banking, and automated credit scoring, and their influence on SMEs&#x2019; strategic decision-making and credit management. Longitudinal and cross-cultural studies could illuminate how these technologies promote sustainable financial inclusion, operational efficiency, and responsible borrowing, particularly for entrepreneurs in informal economies or rural settings. Additionally, studies should evaluate the role of regulatory frameworks, public-private partnerships, and digital policies in fostering adoption, while addressing potential barriers such as infrastructural deficits, socio-economic disparities, and digital skill gaps.</p>
                <p>Virtual inclusive financial literacy platforms also warrant further investigation, particularly concerning long-term engagement, learning retention, and behavioural translation. Future research could explore how peer-learning networks, mentorship programs, and culturally relevant content influence SMEs&#x2019; practical financial competencies over time. Moreover, evaluating the effectiveness of emerging features, such as multilingual voice assistants, gamified adaptive modules, and immersive simulations, could provide insights into strategies for maximising inclusivity and sustained impact.</p>
                <p>Finally, research on digital policy and institutional ecosystems should focus on assessing the effectiveness of integrated digital strategies in promoting SME financial empowerment across multicultural contexts. Studies could explore the comparative effectiveness of different policy instruments, regulatory models, and capacity-building initiatives in enhancing financial literacy, loan repayment, and enterprise growth. By examining the interplay between human capital development, behavioural intentions, technology adoption, and institutional support, future research can provide evidence-based recommendations for designing context-sensitive interventions that ensure equitable and sustainable SME development globally.</p>
            </sec>
        </sec>
        <sec id="sec36" sec-type="conclusion">
            <title>Conclusion</title>
            <p>The literature reviewed underscores the transformative potential of digital financial education and innovative technological solutions in enhancing SMEs&#x2019; financial literacy, loan repayment, and sustainable business growth. Across the five thematic areas&#x2014;digital financial education, data-driven financial analytics, virtual inclusive financial literacy platforms, fintech integration, and digital policy and institutional ecosystems&#x2014;the evidence consistently highlights that equipping SME owners with practical financial skills and access to user-friendly digital tools translates into improved decision-making, operational efficiency, and financial accountability. Mobile-based applications, e-learning modules, gamified interfaces, and AI-powered adaptive learning platforms have emerged as critical mechanisms for delivering financial knowledge, particularly in regions where formal financial education is limited or traditional banking access is constrained. Case examples, such as M-Pesa&#x2019;s &#x201c;Pamoja&#x201d; app in Kenya, Alipay&#x2019;s SME financial academy in China, and Google&#x2019;s Primer App, illustrate the real-world success of these solutions in promoting responsible borrowing, budgeting, and long-term business growth.</p>
            <p>Data-driven financial analytics further reinforce SMEs&#x2019; capacity to make informed decisions by transforming complex financial data into actionable insights through predictive models, real-time dashboards, and cloud-based accounting systems. These tools not only enhance transparency and accountability but also facilitate sustainable loan repayment and operational resilience, particularly when aligned with users&#x2019; digital literacy levels and socio-cultural contexts. Similarly, virtual inclusive platforms demonstrate that adaptive, culturally relevant, and interactive digital content can foster equitable access to financial literacy, while mentorship and peer-learning networks enhance social capital, knowledge exchange, and responsible financial behaviour among SME owners from diverse backgrounds.</p>
            <p>Fintech integration has emerged as a pivotal driver of financial inclusion and SME empowerment, with mobile banking, blockchain, and automated credit scoring tools enabling secure, real-time financial management, improved creditworthiness, and participation in formal and informal markets. However, the literature also highlights that the effectiveness of these solutions is contingent on technological readiness, digital literacy, and infrastructural access, indicating the necessity for context-sensitive implementation strategies. Likewise, robust digital policies and institutional ecosystems are shown to underpin SME financial empowerment by providing regulatory guidance, capacity-building initiatives, and public-private partnerships that foster sustainable enterprise growth and inclusive adoption of digital financial tools.</p>
            <p>Collectively, the synthesis of these five themes illustrates that sustainable SME development is not solely dependent on technology adoption but also requires the integration of human capital development, behavioural interventions, and supportive institutional frameworks. Despite the documented successes, persistent gaps remain in longitudinal and cross-cultural evaluations, particularly regarding long-term business growth, resilience, and equitable access across multicultural contexts. The evidence therefore underscores the need for future research and policy interventions that consider technological, socio-economic, and cultural factors to maximise the potential of digital financial solutions for inclusive, sustainable SME growth.</p>
            <p>We therefore comprehensively confirm that the strategic adoption of digital financial education, analytics, fintech tools, virtual learning platforms, and enabling institutional frameworks can collectively enhance SMEs&#x2019; financial literacy, improve loan repayment behaviour, and support long-term enterprise sustainability.</p>
            <sec id="sec37">
                <title>Limitations of this study</title>
                <p>First, reliance on secondary literature poses a limitation, as the findings are based primarily on previously published studies rather than original empirical data. This may result in over-reliance on contexts, methodologies, and conclusions from other regions or sectors, potentially limiting the generalisability of the findings to all SMEs, particularly in under-researched or resource-constrained settings.</p>
                <p>Second, limited longitudinal and cross-cultural evidence constrains the study&#x2019;s ability to assess the sustained impact of digital financial education, fintech adoption, and virtual learning platforms on SMEs&#x2019; long-term financial behaviour, growth, and resilience. Most reviewed studies focus on short-term outcomes, leaving gaps in understanding the enduring effects of these interventions across diverse cultural, socio-economic, and technological contexts.</p>
            </sec>
        </sec>
    </body>
    <back>
        <sec id="sec38" sec-type="data-availability">
            <title>Data availability statement</title>
            <sec id="sec39">
                <title>Underlying data</title>
                <p>There is no underlying data associated with this review article.</p>
            </sec>
        </sec>
        <ack>
            <title>Acknowledgment</title>
            <p>I acknowledge the invaluable contributions of scholars and researchers whose work informed this review, shaping its findings and recommendations. I also appreciate the guidance and feedback from academic institutions and peer reviewers, which enhanced the rigor and quality of this work. Gratitude is extended to practitioners and organisations implementing these principles in real-world business settings, whose experiences enriched the context of this review.</p>
        </ack>
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                        <surname>Bhuiyan</surname>
                        <given-names>Mohammad Rakibul Islam</given-names>
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                    <label>1</label>Begum Rokeya University, Rangpur, Bangladesh</aff>
                <aff id="r465084a2">
                    <label>2</label>Finance and Banking, Shahjalal University of Science and Technology School of Management and Business Administration (Ringgold ID: 309531), Sylhet, Sylhet, Bangladesh</aff>
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                <fn fn-type="conflict">
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                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
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            <pub-date pub-type="epub">
                <day>13</day>
                <month>3</month>
                <year>2026</year>
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            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Bhuiyan MRI and Mani L</copyright-statement>
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                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
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        </front-stub>
        <body>
            <p>1. The paper is a valuable and in-depth overview of e-financial literacy, digital solutions, and SME loan repayment and growth in multicultural settings based on Human Capital Theory, TPB, and TAM. F1000Research is within its scope, and the narrative review format is not bad, yet the present version does not seem like a tight, crisply and critically synthesized review, but a general collection of narratives. It can be a strong potential with a lot of tightening and more pronounced connection between evidence, the theory and conclusions.</p>
            <p> </p>
            <p> 2. Structure and focus</p>
            <p> Introduction and theoretical framework is highly sufficient and has been motivated a bit extensively, major points might be pointed in a compact manner.</p>
            <p> </p>
            <p> The thematic sections and the Literature Review are sometimes run as a long annotated narrative instead of critical synthesis which foreshadows tensions, contradictions and gaps.</p>
            <p> </p>
            <p> The objectives list is quite extensive (six objectives), though it can be condensed and posted again later in the text as the readers must understand how each of the objectives is fulfilled.</p>
            <p> Suggestions</p>
            <p> Reduce the Introduction: combine the repetitive sentences and foreground the key gap: the combined role of e-financial literacy and digital solutions in the interaction between repayment of loans and the development of SMEs in multicultural conditions.</p>
            <p> Introduce review questions in the beginning of the Literature Review, which should be followed by an explanation of how each of the five thematic domains relates to the objectives in the review, and conclude each domain with 3-4 synthesis sentences (what we know, what we do not know, why it is important).</p>
            <p> &#x200b;</p>
            <p> Consider an integrative conclusion of sorts (Synthesis and Implications) that explicitly compares and contrasts the five themes with the three theoretical perspectives.</p>
            <p> </p>
            <p> 3. Transparency and methodology.</p>
            <p> Methods section provides a narrative description of search and inclusion, yet the most important aspects of review rigor need to be reported more clearly and in a more structured manner.</p>
            <p> Suggestions</p>
            <p> </p>
            <p> Summarize briefly: databases searched, time window (20152025), primary Boolean strings, total records found, screened, and included (not necessarily a complete PRISMA, approximate flow numbers will be helpful).</p>
            <p> </p>
            <p> Make it clear whether the review should be termed as a literature review of narrative or a literature review of narrative with thematic analysis; ensure that the description is maintained throughout the paper.</p>
            <p> </p>
            <p> Control of subjective interpretations and Methodological rigor, as of today the text is rather generic; make it more concrete:</p>
            <p> </p>
            <p> The number of reviewers who were used to screen and code.</p>
            <p> </p>
            <p> Whether any intercoder checks had been made.</p>
            <p> </p>
            <p> The manner in which conflicts were solved.</p>
            <p> &#x200b;</p>
            <p> Under the Evaluation process, you state an adapted critical appraisal checklist; briefly outline its key criteria or list them in an appendix.</p>
            <p> </p>
            <p> 4. Theory utilisation (TPB, Human Capital Theory, TAM)</p>
            <p> It is a strength, as the theoretical framework is correctly integrated with the thematic findings, although it can be refined.</p>
            <p> </p>
            <p> Suggestions</p>
            <p> </p>
            <p> Add 12 sentences in each of the thematic areas (digital education, analytics, platforms, fintech, policy ecosystems) that directly discuss evidence being linked to a particular construct in TPB, Human Capital Theory, or TAM (e.g., attitudes/norms/control; human capital investment; perceived usefulness/ease of use).</p>
            <p> &#x200b;</p>
            <p> Returning to the three theories, make an explicit reference to them in the Discussion:</p>
            <p> </p>
            <p> What does the review imply on their explanatory ability in multicultural SME setting?</p>
            <p> </p>
            <p> Are tension or conditions at the boundaries (e.g., cultural norms that moderate the relationships between TPB, infrastructure constraints that limit TAM assumptions)?</p>
            <p> </p>
            <p> 5. Critical synthesis and descriptive narrative.</p>
            <p> The examples (M-Pesa, Alipay SME academy, Google Primer, cases in Kenya, India, Ghana, etc.) are plentiful in the manuscript, but they are mostly summarized instead of being critically assessed.</p>
            <p> &#x200b;</p>
            <p> Suggestions</p>
            <p> </p>
            <p> Briefly state what type of evidence supports each of your success stories:</p>
            <p> </p>
            <p> Does it have study with changed repayment rates, income effects or use statistics?</p>
            <p> </p>
            <p> Or is it largely conceptual or descriptive evidence? Keep this open and wary.</p>
            <p> </p>
            <p> In the place where the manuscript is that the tools are significant contributors to resilience in all settings, tone down the words unless there are a number of strong empirical studies that support this; instead, write that studies indicate improvements in X and Y, but evidence is context-dependent.</p>
            <p> &#x200b;</p>
            <p> Include a brief Evidence quality section which should say that some of the sources used are dissertations or non-indexed reports, and that such are included to provide more contextual richness, though much more weight is given to peer-reviewed articles in making inferences.</p>
            <p> </p>
            <p> 6. Multicultural analysis</p>
            <p> The foregrounding in the title gives &#x201c;multicultural contexts but the cross-cultural comparison is not yet systematic.</p>
            <p> &#x200b;</p>
            <p> </p>
            <p> Suggestions</p>
            <p> </p>
            <p> Include a special subsection on Multicultural Differences and Common Patterns which:</p>
            <p> </p>
            <p> Geographic evidence (e.g., Sub-Saharan Africa, South/Southeast Asia, Latin America, high-income settings).</p>
            <p> </p>
            <p> Indicate areas of similarity in mechanisms (e.g. role of mobile platforms) and divergence (e.g. gender norms, regulatory environments, language and literacy constraints).</p>
            <p> &#x200b;</p>
            <p> Clearly explain the role of culture in relation to TPB measures (subjective norms, perceived control) and TAM (perceived usefulness/easy to use) in influencing the use of e-financial tools among the owners of SMEs.</p>
            <p> &#x200b;</p>
            <p> 7. References and quality of citation.</p>
            <p> The list of references is long and it is largely up-to-date, although at certain moments the review reports on using dissertations and non-indexed sources.</p>
            <p> &#x200b;</p>
            <p> Suggestions</p>
            <p> </p>
            <p> Make use of peer-reviewed journal articles as the main sources of evidence regarding the effects on SME growth and loan repayment. Dissertations/reports can be utilized primarily to provide the context or to demonstrate the emerging trends.</p>
            <p> </p>
            <p> Make sure that the reference is properly formatted (volume, issue, pages or article number) and that all things are correct (DOIs where possible).</p>
            <p> </p>
            <p> Where you make certain numeric or causal assertions (e.g., that default rates are lower, that repayment discipline is improved), be sure to support them with authoritative empirical evidence, and it is always a good idea to include precise numbers where possible.</p>
            <p> </p>
            <p> 8. Redundancy, language, and structure.</p>
            <p> The language is also usually easy to understand and straight forward although it contains some redundancy.</p>
            <p> &#x200b;</p>
            <p> Suggestions</p>
            <p> </p>
            <p> Eliminate duplicated material in Introduction, Literature Review and Discussion (e.g., reiteration of the same correlation e.g. between e-financial literacy and loan repayment and growth).</p>
            <p> </p>
            <p> Reduce very long paragraphs into 2-3 point-based paragraphs with definite topic sentences.</p>
            <p> </p>
            <p> Make sure that numbers (theoretical and conceptual frameworks) are mentioned in the text and presented in a handful of words; do not repeat their entire text in prose.</p>
            <p> &#x200b;</p>
            <p> Following such revisions, most notably, more vigorous critical synthesis, more comprehensible multicultural analysis, and more comprehensible methods, the paper will be in good position to be accepted upon major revisions.</p>
            <p>Is the review written in accessible language?</p>
            <p>Partly</p>
            <p>Are all factual statements correct and adequately supported by citations?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn appropriate in the context of the current research literature?</p>
            <p>Partly</p>
            <p>Is the topic of the review discussed comprehensively in the context of the current literature?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Digital Transformation, Cashless Society, Industry 4.0, Information Systems</p>
            <p>We confirm that we have read this submission and believe that we have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however we have significant reservations, as outlined above.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report437096">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.190949.r437096</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Kusumawardhani</surname>
                        <given-names>Ratih</given-names>
                    </name>
                    <xref ref-type="aff" rid="r437096a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0009-0003-5494-3717</uri>
                </contrib>
                <aff id="r437096a1">
                    <label>1</label>Universitas Sarjanawiyata Tamansiswa, Yogyakarta, Special Region of Yogyakarta, 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>29</day>
                <month>12</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Kusumawardhani R</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport437096" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.173163.1"/>
            <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>The manuscript is rich, comprehensive, and relevant, but requires structural tightening, stronger critical synthesis, improved multicultural analysis, and clearer methodological transparency.</bold>
            </p>
            <p> If these revisions are addressed, the article has strong potential for publication.</p>
            <p> </p>
            <p> 
                <bold>Is the topic discussed comprehensively within the context of current literature?</bold>
            </p>
            <p> 
                <bold>PARTLY</bold>
            </p>
            <p> Strengths</p>
            <p> The manuscript is 
                <bold>very extensive</bold> and integrates a wide range of literature across geography (Africa, Asia, Europe).</p>
            <p> Each thematic section includes: Convergence of findings; Contradictions; Literature gaps</p>
            <p> Theoretical integration is clearly structured and helpful for readers.</p>
            <p> </p>
            <p> Limitations</p>
            <p> 1. The review 
                <bold>summarises many studies but lacks critical synthesis</bold> in some parts (a recurring issue in narrative reviews).</p>
            <p> 2.&#x00a0;The structure is sometimes 
                <bold>redundant</bold>, repeating similar arguments across themes.</p>
            <p> 3.&#x00a0;Despite the claim of multicultural comparison, 
                <bold>no clear comparison framework</bold> is presented (e.g., regional differences are mentioned but not systematically analysed).</p>
            <p> </p>
            <p> Recommendation</p>
            <p> 1.&#x00a0;Provide 
                <bold>a more critical comparison</bold> between regions (e.g., how multicultural factors truly influence adoption).</p>
            <p> 2.&#x00a0;Reduce repetitive text and merge overlapping ideas.</p>
            <p> 3.&#x00a0;Clarify the 
                <bold>novel analytical contribution</bold> of this review versus earlier reviews.</p>
            <p> </p>
            <p> 
                <bold>Are all factual statements correct and sufficiently supported by citations?</bold>
            </p>
            <p> 
                <bold>PARTLY</bold>
            </p>
            <p> Strengths</p>
            <p> Most statements are supported with citations&#x2014;many sources from 2021&#x2013;2025.</p>
            <p> Issues</p>
            <p> Some statements appear 
                <bold>generalised</bold> without clear empirical evidence (e.g., "these tools significantly improve resilience across all contexts").</p>
            <p> Several citations refer to 
                <bold>doctoral dissertations or non-indexed sources</bold>, which may reduce academic robustness.</p>
            <p> The manuscript sometimes includes 
                <bold>descriptive claims</bold> (e.g., success of specific platforms like M-Pesa) without showing clear evidence of how they influenced 
                <italic>loan repayment behaviour specifically</italic>.</p>
            <p> </p>
            <p> Recommendation</p>
            <p> 1.&#x00a0;Strengthen 
                <bold>empirical validity</bold> by prioritising peer-reviewed journal sources over dissertations or conceptual papers.</p>
            <p> 2.&#x00a0;Provide 
                <bold>quantitative evidence</bold> where available (e.g., repayment performance improvements).</p>
            <p> 3.&#x00a0;Avoid broad generalisations without data support.</p>
            <p>Is the review written in accessible language?</p>
            <p>Yes</p>
            <p>Are all factual statements correct and adequately supported by citations?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn appropriate in the context of the current research literature?</p>
            <p>Yes</p>
            <p>Is the topic of the review discussed comprehensively in the context of the current literature?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>The manuscript is rich, comprehensive, and relevant, but requires structural tightening, stronger critical synthesis, improved multicultural analysis, and clearer methodological transparency. If these revisions are addressed, the article has strong potential for publication.</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>
