<?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.173163.1</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 1; 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>27</day>
                <month>11</month>
                <year>2025</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>21</day>
                    <month>11</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Ongesa Nyamboga T</copyright-statement>
                <copyright-year>2025</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>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>Introduction</title>
            <p>The rapid evolution of digital technologies has transformed financial landscapes across the globe, 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> Harnessing e-financial literacy has become a critical factor in promoting sustainable loan repayment and fostering business growth in increasingly multicultural and digitally integrated markets.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>,
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> As SMEs navigate the complexities of online financial platforms and digital credit systems, the adoption of strategic e-solutions offers opportunities to enhance financial decision-making, reduce default risks, and ensure long-term business sustainability across diverse cultural contexts.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup>
            </p>
            <p>The integration of e-financial literacy, sustainable loan repayment, and SME growth demonstrates a strong interconnection vital for modern business success.
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup> E-financial literacy equips SME owners with the knowledge and skills to effectively use digital financial tools and strategically incorporate e-solutions for managing online transactions, assessing credit options, and monitoring repayment schedules.
                <sup>
                    <xref ref-type="bibr" rid="ref9">9</xref>,
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> This capability fosters sustainable loan repayment by promoting responsible borrowing, timely payments, and effective cash flow management, which reduces default risks and strengthens financial credibility. As SMEs maintain consistent loan repayment, they gain easier access to larger credit facilities that support business expansion.
                <sup>
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup> The strategic use of e-solutions within e-financial literacy further enhances financial decision-making, operational efficiency, and competitiveness across multicultural markets.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>,
                    <xref ref-type="bibr" rid="ref13">13</xref>
                </sup> Collectively, these elements form a reinforcing cycle in which financially literate SME owners leverage digital solutions to sustain loan repayments, expand credit access, and reinvest strategically, driving continuous business growth and long-term enterprise sustainability.
                <sup>
                    <xref ref-type="bibr" rid="ref14">14</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup>
            </p>
            <p>SMEs operating in multicultural and diverse economic environments continue to encounter persistent challenges in maintaining consistent loan repayment and achieving sustainable growth.
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>,
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> Limited access to financial knowledge, inadequate credit management skills, and difficulties in navigating digital financial systems often constrain their ability to manage debt effectively.
                <sup>
                    <xref ref-type="bibr" rid="ref19">19</xref>,
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup> Harnessing e-financial literacy through innovative e-solutions offers a transformative pathway for addressing these barriers.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> In Kenya, for example, SMEs that have adopted mobile-based financial applications such as M-Pesa and digital bookkeeping tools have demonstrated improved repayment discipline, better financial record management, and enhanced access to credit facilities.
                <sup>
                    <xref ref-type="bibr" rid="ref21">21</xref>,
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> In India, the integration of digital lending platforms and e-learning initiatives has strengthened entrepreneurs&#x2019; understanding of loan management, reducing default rates and supporting enterprise growth.
                <sup>
                    <xref ref-type="bibr" rid="ref23">23</xref>,
                    <xref ref-type="bibr" rid="ref24">24</xref>
                </sup> Likewise, in Ghana, the implementation of digital financial training programmes has enabled business owners to utilise e-payment systems and budgeting applications more effectively, improving repayment consistency and long-term business sustainability.
                <sup>
                    <xref ref-type="bibr" rid="ref25">25</xref>,
                    <xref ref-type="bibr" rid="ref26">26</xref>
                </sup>
            </p>
            <p>In multicultural business environments where technological adoption and financial practices vary widely, e-financial literacy serves as a powerful equaliser by bridging digital divides and promoting inclusive access to financial systems.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> Evidence from India European Union shows that SMEs using digital financial dashboards and e-credit management tools experience improved financial decision-making and reduced dependence on collateral, which fosters stable business expansion.
                <sup>
                    <xref ref-type="bibr" rid="ref28">27</xref>,
                    <xref ref-type="bibr" rid="ref29">28</xref>
                </sup> These diverse experiences highlight the pivotal role of e-financial literacy and innovative e-solutions in strengthening loan repayment performance, enhancing operational efficiency, and supporting sustainable growth.</p>
            <p>Despite these encouraging developments, a critical knowledge gap remains. Most previous studies and initiatives have examined loan repayment and business growth as separate phenomena, without adequately exploring how e-financial literacy interlinks these two outcomes through digital innovation. The relationship between financial knowledge, digital capability, and repayment behaviour across multicultural contexts has yet to be comprehensively understood. There is limited empirical evidence on how SMEs, when empowered with e-financial literacy and supported by innovative e-solutions, can simultaneously enhance repayment discipline and achieve sustainable growth. This study seeks to bridge that gap by examining how SMEs in diverse cultural and economic settings harness digital financial tools and literacy to manage debt responsibly, strengthen financial stability, and drive long-term business sustainability.</p>
            <p>Previous studies have demonstrated that owner-managers&#x2019; attitudes, subjective norms and perceived behavioural control (elements of the Theory of Planned Behaviour-TPB) significantly influence financial behaviours such as loan-repayment discipline and financial-management practices among SME actors in both developed and developing contexts.
                <sup>
                    <xref ref-type="bibr" rid="ref30">29</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref32">31</xref>
                </sup> Research has also shown that investing in education, training and financial skills&#x2014;as articulated in the Human Capital Theory&#x2014;enhances SMEs&#x2019; growth, productivity and capacity to manage debt obligations effectively.
                <sup>
                    <xref ref-type="bibr" rid="ref33">32</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref35">34</xref>
                </sup> Meanwhile, work grounded in the Technology Acceptance Model (TAM) reveals that perceived usefulness and ease-of-use of digital financial tools strongly shape adoption behaviour, which in turn relates to access to finance and improved performance among SMEs.
                <sup>
                    <xref ref-type="bibr" rid="ref9">9</xref>
                </sup>
            </p>
            <p>Despite this body of work, a knowledge gap persists: few studies concurrently integrate financial literacy, digital technology adoption, loan-repayment behaviour and SME growth within a multi-cultural setting, using a combined theoretical lens of TPB, Human Capital Theory and TAM. This study fills that gap by investigating how financial literacy (as human capital) and digital solution adoption (through TAM) interplay with SME actors&#x2019; behavioural intentions (via TPB) to influence sustainable loan repayment and business growth across diverse cultural contexts.</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 adopted a narrative review design to synthesise existing evidence on the role of digital financial literacy and technological innovations in enhancing sustainable loan repayment and growth among SMEs in multicultural contexts. The approach enabled a comprehensive examination of theoretical, empirical, and policy-based studies published between 2015 and 2025, aligning with Human Capital Theory, the TPB, and the TAM. The review sought to integrate diverse insights from global academic and institutional sources to identify key trends, challenges, and opportunities shaping digital financial inclusion among SMEs.</p>
            <sec id="sec3">
                <title>Data collection and analysis methods</title>
                <p>Data collection involved a systematic search of relevant literature from reputable academic databases, institutional repositories, and peer-reviewed journals. The main sources included Google Scholar, Web of Science, Scopus, ResearchGate, and reports from international organisations such as the World Bank, OECD, and IMF. The search focused on English-language studies published between 2015 and 2025. The analysis followed a thematic approach, allowing patterns and themes related to digital financial education, fintech integration, policy frameworks, and SME behavioural responses to emerge inductively from the reviewed literature.</p>
            </sec>
            <sec id="sec4">
                <title>Control of subjective interpretations</title>
                <p>To minimise researcher bias and enhance objectivity, data interpretation adhered to a structured coding framework based on predefined theoretical constructs drawn from Human Capital Theory, TPB, and TAM. Cross-validation was conducted through independent review of emerging themes by multiple researchers to ensure consistency and confirmability of interpretations. Sources were also triangulated to verify the credibility of evidence and eliminate subjective distortions.</p>
            </sec>
            <sec id="sec5">
                <title>Search keywords</title>
                <p>The search strategy employed Boolean operators and keyword combinations including: &#x201c;digital financial literacy,&#x201d; &#x201c;SME financial behaviour,&#x201d; &#x201c;sustainable loan repayment,&#x201d; &#x201c;fintech adoption,&#x201d; &#x201c;virtual financial education,&#x201d; &#x201c;data-driven financial analytics,&#x201d; &#x201c;institutional digital policy,&#x201d; &#x201c;multicultural financial inclusion,&#x201d; and &#x201c;Technology Acceptance Model in SMEs.&#x201d; These terms ensured comprehensive coverage of both theoretical and empirical studies relevant to the topic. Data-driven financial analytics, virtual inclusive literacy platforms, fintech integration, and policy ecosystems.</p>
            </sec>
            <sec id="sec6">
                <title>Inclusion criteria</title>
                <p>Studies were included if they met the following conditions: published between 2015 and 2025; peer-reviewed or institutionally verified; focused on SMEs and digital financial literacy; explored behavioural, technological, or institutional dimensions; and provided evidence on adoption, financial performance, or loan repayment outcomes. Both qualitative and quantitative research designs were considered to ensure methodological diversity.</p>
            </sec>
            <sec id="sec7">
                <title>Exclusion criteria</title>
                <p>Sources were excluded if they lacked empirical or conceptual relevance to SME digital financial literacy, were published before 2015, were non-English, or represented opinion pieces, conference abstracts, or non-scholarly commentaries. Studies focusing exclusively on large corporations or personal financial literacy without SME orientation were also omitted.</p>
            </sec>
            <sec id="sec8">
                <title>Data analysis</title>
                <p>The data were analysed thematically using a multi-phase process involving data familiarisation, initial coding, theme identification, theme refinement, and synthesis. The analysis focused on five thematic domains&#x2014;digital financial education, data-driven financial analytics, virtual inclusive literacy platforms, fintech integration, and policy ecosystems. Relationships between theoretical frameworks and practical applications were examined to identify emerging trends, challenges, and knowledge gaps.</p>
            </sec>
            <sec id="sec9">
                <title>Evaluation process</title>
                <p>Each selected study was evaluated using an adapted critical appraisal checklist assessing conceptual clarity, methodological transparency, theoretical grounding, and empirical relevance. Studies were also examined for internal consistency, cultural sensitivity, and applicability to multicultural SME contexts. The evaluation process enhanced the robustness of insights derived from the literature and ensured alignment with the study&#x2019;s theoretical underpinnings.</p>
            </sec>
            <sec id="sec10">
                <title>Methodological rigor</title>
                <p>To maintain methodological rigor, the review adhered to principles of transparency, replicability, and comprehensiveness. All stages&#x2014;from data identification to synthesis&#x2014;were documented systematically. The inclusion of multiple theoretical perspectives strengthened interpretative depth, while the use of diverse data sources enhanced credibility. The integration of peer-reviewed journals, institutional reports, and dissertations further ensured that the findings reflected balanced and verifiable academic evidence.</p>
            </sec>
            <sec id="sec11">
                <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="ref36">
35</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref38">37</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/190949/c1676cbc-3784-4865-a3d8-d1a9482349c1_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="ref39">38</xref>,
                        <xref ref-type="bibr" rid="ref40">39</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="ref41">40</xref>,
                        <xref ref-type="bibr" rid="ref42">41</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="ref36">
35</xref>,
                        <xref ref-type="bibr" rid="ref43">42</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="ref44">43</xref>,
                        <xref ref-type="bibr" rid="ref45">44</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="ref38">37</xref>,
                        <xref ref-type="bibr" rid="ref46">45</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="ref47">46</xref>,
                        <xref ref-type="bibr" rid="ref48">47</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="ref36">
35</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref38">37</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec12">
                <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/190949/c1676cbc-3784-4865-a3d8-d1a9482349c1_figure2.gif"/>
                </fig>
            </sec>
            <sec id="sec13">
                <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">14</xref>,
                        <xref ref-type="bibr" rid="ref49">48</xref>
                    </sup>. As SMEs navigate complex and dynamic financial environments, the integration of e-learning tools and mobile-based solutions has become central to building financial competence.
                    <sup>
                        <xref ref-type="bibr" rid="ref50">49</xref>,
                        <xref ref-type="bibr" rid="ref51">50</xref>
                    </sup> These innovations transcend geographical and cultural barriers by offering accessible, context-specific learning experiences that empower entrepreneurs to make informed financial decisions, thereby improving their creditworthiness and long-term growth prospects.
                    <sup>
                        <xref ref-type="bibr" rid="ref49">48</xref>,
                        <xref ref-type="bibr" rid="ref52">51</xref>,
                        <xref ref-type="bibr" rid="ref53">52</xref>
                    </sup>
                </p>
                <p>Mobile-based financial learning applications have become essential tools for SME owners in both developed and developing economies.
                    <sup>
                        <xref ref-type="bibr" rid="ref50">49</xref>
                    </sup> Platforms such as M-Pesa&#x2019;s &#x201c;Pamoja&#x201d; app in Kenya
                    <sup>
                        <xref ref-type="bibr" rid="ref54">53</xref>,
                        <xref ref-type="bibr" rid="ref55">54</xref>
                    </sup> and Alipay&#x2019;s SME financial academy in China provide interactive modules that teach users about budgeting, cash flow management, and responsible borrowing.
                    <sup>
                        <xref ref-type="bibr" rid="ref56">55</xref>,
                        <xref ref-type="bibr" rid="ref57">56</xref>
                    </sup> These mobile applications use gamified interfaces, multilingual options, and scenario-based exercises to enhance engagement and inclusivity. In Sub-Saharan Africa and South Asia, mobile-based financial education allows SME owners who may lack formal education or access to banking institutions to develop essential financial management skills through culturally adapted content and local-language support.
                    <sup>
                        <xref ref-type="bibr" rid="ref59">58</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref61">60</xref>
                    </sup>
                </p>
                <p>Online financial management courses have also significantly contributed to improving SME financial literacy.
                    <sup>
                        <xref ref-type="bibr" rid="ref62">61</xref>
                    </sup> Programs like Goldman Sachs&#x2019; 10,000 Women initiative and the World Bank&#x2019;s SME Finance Forum deliver online courses that blend financial literacy with business strategy and digital finance. These platforms often include case studies from diverse regions, allowing learners from Latin America, Europe, and Africa to compare best practices and adapt them to local business realities. Through such courses, entrepreneurs gain a deeper understanding of financial planning, credit management, and sustainable investment, leading to better financial discipline and loan repayment behaviours.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>,
                        <xref ref-type="bibr" rid="ref63">62</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref67">66</xref>
                    </sup>
                </p>
                <p>E-learning modules tailored for SME owners have expanded opportunities for continuous learning beyond traditional classrooms.
                    <sup>
                        <xref ref-type="bibr" rid="ref68">67</xref>
                    </sup> For example, the OECD&#x2019;s &#x201c;Digital for SMEs&#x201d; (D4SME) initiative provides modular e-learning resources that help entrepreneurs integrate digital tools into financial planning and operations.
                    <sup>
                        <xref ref-type="bibr" rid="ref69">68</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref71">70</xref>
                    </sup> In multicultural business environments such as the European Union and Southeast Asia, these e-learning platforms accommodate varying literacy levels and cultural norms, promoting inclusivity through visual storytelling, audio translations, and region-specific examples. This approach ensures that SME owners from different cultural and educational backgrounds can acquire practical financial knowledge aligned with their unique business contexts.</p>
                <p>Interactive budgeting and accounting tools have further revolutionised digital financial education by turning theoretical learning into real-time practice.
                    <sup>
                        <xref ref-type="bibr" rid="ref72">71</xref>
                    </sup> Tools such as QuickBooks Online, Wave Accounting, and Zoho Books offer SMEs cloud-based interfaces that combine learning with financial management.
                    <sup>
                        <xref ref-type="bibr" rid="ref73">72</xref>,
                        <xref ref-type="bibr" rid="ref74">73</xref>
                    </sup> For instance, in Canada and Singapore, SMEs use these tools to simulate different budget scenarios, manage expenses, and track financial performance, which fosters practical understanding of financial principles.
                    <sup>
                        <xref ref-type="bibr" rid="ref74">73</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref77">76</xref>
                    </sup> In multicultural settings, these interactive systems are often customised with local tax regulations, currency formats, and language preferences, enabling entrepreneurs to make informed financial decisions without external assistance.</p>
                <p>Digital financial education, when implemented through these innovative solutions, bridges the gap between knowledge and practice in diverse cultural contexts. It empowers SME owners to build financial resilience, enhances transparency in loan management, and fosters sustainable enterprise growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref49">48</xref>
                    </sup> As global financial systems continue to digitalise, the integration of culturally adaptive and accessible e-learning tools will remain crucial for promoting inclusive and sustainable SME development across different regions.</p>
            </sec>
            <sec id="sec14">
                <title>Data-driven financial analytics for decision-making
</title>
                <p>Data-driven financial analytics plays a pivotal role in improving financial literacy and promoting sustainable loan repayment among SMEs in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref59">58</xref>
                    </sup> The rise of digital innovation has transformed how entrepreneurs collect, interpret, and apply financial information to make strategic business decisions.
                    <sup>
                        <xref ref-type="bibr" rid="ref78">77</xref>
                    </sup> Through data analytics, SME owners gain real-time insights into cash flow, credit performance, and profitability trends, enabling informed and proactive management of financial risks.
                    <sup>
                        <xref ref-type="bibr" rid="ref79">78</xref>
                    </sup> These digital tools not only enhance decision-making but also bridge cultural and educational gaps by offering user-friendly, localised, and accessible financial soutions.</p>
                <p>The use of financial analytic software has become a cornerstone of modern SME management across different regions.
                    <sup>
                        <xref ref-type="bibr" rid="ref80">79</xref>
                    </sup> Platforms such as Tableau, Microsoft Power BI, and SAS Analytics empower SME owners to visualise financial trends and identify performance gaps.
                    <sup>
                        <xref ref-type="bibr" rid="ref74">73</xref>,
                        <xref ref-type="bibr" rid="ref79">78</xref>,
                        <xref ref-type="bibr" rid="ref81">80</xref>
                    </sup> In multicultural settings like India and Nigeria, SMEs are increasingly adopting such software to analyse expenditure patterns, project revenue streams, and evaluate the financial viability of new investments.
                    <sup>
                        <xref ref-type="bibr" rid="ref82">81</xref>,
                        <xref ref-type="bibr" rid="ref83">82</xref>
                    </sup> These tools simplify complex financial data into easy-to-understand visual dashboards, fostering better comprehension among entrepreneurs with varying levels of financial literacy. By integrating local financial regulations and currency metrics, analytic software supports culturally adaptive financial decision-making while promoting transparency in loan repayment and credit utilisation.
                    <sup>
                        <xref ref-type="bibr" rid="ref84">83</xref>,
                        <xref ref-type="bibr" rid="ref85">84</xref>
                    </sup>
                </p>
                <p>Cloud-based accounting systems have revolutionised SME financial operations by providing secure, scalable, and collaborative platforms for managing business accounts.
                    <sup>
                        <xref ref-type="bibr" rid="ref86">85</xref>
                    </sup> Solutions such as Xero, QuickBooks Online, and Wave Accounting enable entrepreneurs to access their financial data remotely, ensuring continuous oversight of income, expenses, and debt obligations.
                    <sup>
                        <xref ref-type="bibr" rid="ref87">86</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref89">88</xref>
                    </sup> In multicultural contexts like Southeast Asia and Latin America, these systems support multilingual interfaces and region-specific tax compliance features, allowing SMEs to maintain accuracy and consistency in financial reporting. The cloud-based approach also facilitates collaboration between SMEs and financial institutions, improving credit assessment and loan monitoring through shared digital records. This digital transparency fosters accountability and reduces the risk of loan defaults among small enterprises.
                    <sup>
                        <xref ref-type="bibr" rid="ref90">89</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref92">91</xref>
                    </sup>
                </p>
                <p>Predictive modelling for credit management has emerged as an innovative approach to assessing and improving SME creditworthiness.
                    <sup>
                        <xref ref-type="bibr" rid="ref84">83</xref>
                    </sup> By analysing historical repayment patterns, market trends, and behavioural data, predictive models help financial institutions and SMEs anticipate potential risks.
                    <sup>
                        <xref ref-type="bibr" rid="ref93">92</xref>
                    </sup> For example, in Kenya&#x2019;s fintech ecosystem, firms such as Tala and Branch employ predictive algorithms to assess borrower reliability using mobile transaction data, thereby expanding access to credit for small businesses with limited collateral.
                    <sup>
                        <xref ref-type="bibr" rid="ref94">93</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref97">96</xref>
                    </sup> In multicultural environments, predictive credit systems help overcome traditional barriers like lack of formal financial history, ensuring equitable access to financing for entrepreneurs from diverse socio-economic backgrounds.
                    <sup>
                        <xref ref-type="bibr" rid="ref98">97</xref>
                    </sup>
                </p>
                <p>Real-time financial performance dashboards provide SME owners with immediate insights into their business health, enabling faster and more accurate financial decisions.
                    <sup>
                        <xref ref-type="bibr" rid="ref79">78</xref>,
                        <xref ref-type="bibr" rid="ref99">98</xref>
                    </sup> Tools such as Zoho Analytics offer dynamic dashboards that display key indicators including cash flow, profit margins, and outstanding debts.
                    <sup>
                        <xref ref-type="bibr" rid="ref100">99</xref>,
                        <xref ref-type="bibr" rid="ref101">100</xref>
                    </sup> In regions such as the Middle East and North Africa, SMEs use these dashboards to monitor cross-border transactions and exchange rate fluctuations in real time.
                    <sup>
                        <xref ref-type="bibr" rid="ref102">101</xref>,
                        <xref ref-type="bibr" rid="ref103">102</xref>
                    </sup> The accessibility of such tools through mobile and web platforms promotes inclusivity, as SME owners from different linguistic and cultural backgrounds can interpret financial data using simplified visual representations.</p>
                <p>The integration of data-driven financial analytics within SMEs not only enhances operational efficiency but also strengthens financial literacy through experiential learning. By equipping entrepreneurs with the ability to interpret and act on financial data, these technologies foster informed decision-making, improve credit management, and support sustainable business growth across culturally diverse markets.
                    <sup>
                        <xref ref-type="bibr" rid="ref15">15</xref>,
                        <xref ref-type="bibr" rid="ref51">50</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec15">
                <title>Virtual inclusive financial literacy platforms</title>
                <p>Virtual inclusive financial literacy platforms have become vital in promoting equitable access to financial knowledge among SMEs in multicultural settings.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>
                    </sup> As globalisation and digitalisation reshape business landscapes, entrepreneurs from diverse cultural and linguistic backgrounds require learning systems that are both adaptive and inclusive.
                    <sup>
                        <xref ref-type="bibr" rid="ref104">103</xref>
                    </sup> These virtual platforms harness AI, gamification, and collaborative learning to deliver personalised, culturally relevant, and engaging financial education.
                    <sup>
                        <xref ref-type="bibr" rid="ref51">50</xref>,
                        <xref ref-type="bibr" rid="ref105">104</xref>,
                        <xref ref-type="bibr" rid="ref106">105</xref>
                    </sup> In integrating innovation with inclusivity, they enhance SME owners&#x2019; capacity to manage loans, make informed financial decisions, and achieve sustainable growth.</p>
                <p>AI-powered multilingual learning platforms for SMEs have redefined financial education by providing tailored content that reflects users&#x2019; linguistic preferences and cultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref107">106</xref>
                    </sup> Tools such as Google&#x2019;s Primer App and Coursera for Business employ AI algorithms to personalise learning paths and recommend financial modules aligned with user needs.
                    <sup>
                        <xref ref-type="bibr" rid="ref110">109</xref>
                    </sup> In multicultural regions like Africa, South Asia, and Latin America, these platforms translate financial concepts into local languages while integrating region-specific examples.
                    <sup>
                        <xref ref-type="bibr" rid="ref109">108</xref>
                    </sup> For instance, Kenya&#x2019;s Ajira Digital Program uses AI-based adaptive learning modules to train SME owners in digital finance and record-keeping, enabling entrepreneurs with limited English proficiency to access financial education in Swahili and other local dialects.
                    <sup>
                        <xref ref-type="bibr" rid="ref110">109</xref>,
                        <xref ref-type="bibr" rid="ref111">110</xref>
                    </sup> This inclusive approach ensures that diverse business communities can participate equally in financial ecosystems.</p>
                <p>Virtual mentorship and peer-learning communities further enhance the inclusivity of financial literacy by fostering collaborative knowledge exchange.
                    <sup>
                        <xref ref-type="bibr" rid="ref112">111</xref>
                    </sup> Platforms such as MicroMentor, supported by Mercy Corps, connect SME owners with financial experts and mentors from various cultural and professional backgrounds.
                    <sup>
                        <xref ref-type="bibr" rid="ref113">112</xref>
                    </sup> In multicultural contexts like Indonesia and Brazil, these digital mentorship networks encourage entrepreneurs to discuss financial challenges, share best practices, and co-develop solutions suited to their business environments.
                    <sup>
                        <xref ref-type="bibr" rid="ref114">113</xref>,
                        <xref ref-type="bibr" rid="ref115">114</xref>
                    </sup> Such peer-learning models not only democratise financial education but also build social capital, which is essential for SME sustainability and responsible loan repayment.</p>
                <p>Gamified financial literacy applications have added an interactive dimension to learning, making financial education both engaging and culturally adaptive.
                    <sup>
                        <xref ref-type="bibr" rid="ref116">115</xref>
                    </sup> These applications often employ simulation-based games to teach budgeting, savings, and debt management through real-life scenarios that reflect local business contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref117">116</xref>,
                        <xref ref-type="bibr" rid="ref118">117</xref>
                    </sup> By integrating storytelling and gaming, they can explain financial concepts in regional languages, making them accessible to entrepreneurs with varying literacy levels.
                    <sup>
                        <xref ref-type="bibr" rid="ref119">118</xref>,
                        <xref ref-type="bibr" rid="ref120">119</xref>
                    </sup> This approach bridges cultural differences by presenting financial principles through relatable experiences, thereby enhancing retention and enabling practical application among SME owners across diverse backgrounds.</p>
                <p>Webinars and podcasts featuring multicultural SME case studies have also become powerful tools for virtual financial literacy.
                    <sup>
                        <xref ref-type="bibr" rid="ref121">120</xref>
                    </sup> Global platforms such as the SME Finance Forum&#x2019;s Virtual Learning Series and IFC&#x2019;s Business Edge Podcasts bring together experts, entrepreneurs, and policymakers to share insights on credit management, digital transformation, and sustainable business practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref122">121</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref124">123</xref>
                    </sup> These sessions often highlight case studies from regions like East Africa, Southeast Asia, and Eastern Europe, allowing participants to learn from diverse financial experiences and innovations. The virtual format ensures inclusivity by enabling participation across geographical and cultural boundaries, thereby enriching global perspectives on financial management and sustainability.
                    <sup>
                        <xref ref-type="bibr" rid="ref63">62</xref>,
                        <xref ref-type="bibr" rid="ref126">125</xref>
                    </sup>
                </p>
                <p>Virtual inclusive financial literacy platforms thus represent a paradigm shift in how financial education is delivered to SMEs. By integrating AI, gamification, and collaborative virtual networks, these tools address cultural, linguistic, and educational diversity in the global SME landscape. Their focus on accessibility and inclusivity fosters not only financial competence but also resilience, enabling entrepreneurs from different cultural backgrounds to navigate financial systems confidently and sustainably.</p>
            </sec>
            <sec id="sec16">
                <title>Integration of fintech solutions</title>
                <p>Integration of fintech solutions has revolutionised how SMEs access, manage, and sustain financial resources in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref127">126</xref>
                    </sup> As financial technology continues to bridge gaps in traditional banking systems, SMEs are increasingly adopting digital tools to streamline transactions, improve financial transparency, and enhance creditworthiness.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref127">126</xref>
                    </sup> The integration of fintech solutions into SME operations supports financial inclusion by enabling entrepreneurs from diverse cultural and geographical backgrounds to participate effectively in the digital economy.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>
                    </sup> These innovations not only promote financial literacy but also contribute to sustainable loan repayment and enterprise growth.</p>
                <p>Digital payment and loan tracking systems have become essential tools for SMEs seeking efficient and transparent financial management.
                    <sup>
                        <xref ref-type="bibr" rid="ref128">127</xref>
                    </sup> Platforms such as PayPal, Stripe, and Flutterwave allow SMEs to process payments securely across borders, facilitating participation in global markets.
                    <sup>
                        <xref ref-type="bibr" rid="ref130">129</xref>,
                        <xref ref-type="bibr" rid="ref131">130</xref>
                    </sup> In multicultural regions like East Africa, M-Pesa and Airtel Money have revolutionised digital transactions by enabling small business owners to send, receive, and track payments through mobile phones.
                    <sup>
                        <xref ref-type="bibr" rid="ref59">58</xref>,
                        <xref ref-type="bibr" rid="ref132">131</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref134">133</xref>
                    </sup> These systems enhance loan repayment accountability by allowing SMEs to monitor outstanding debts and repayment schedules digitally. In rural and informal markets, such technology has replaced manual bookkeeping, providing entrepreneurs with instant access to their financial records while fostering financial discipline.</p>
                <p>Mobile banking innovations have expanded access to formal financial services for SMEs in both developed and developing economies.
                    <sup>
                        <xref ref-type="bibr" rid="ref135">134</xref>
                    </sup> Digital platforms offered by banks, such as Equity Bank&#x2019;s EazzyBiz in Kenya, WeBank in China, and Revolut Business in Europe, enable business owners to conduct real-time financial transactions, apply for loans, and manage accounts remotely.
                    <sup>
                        <xref ref-type="bibr" rid="ref57">56</xref>,
                        <xref ref-type="bibr" rid="ref136">135</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref139">138</xref>
                    </sup> In multicultural contexts, mobile banking applications often include multilingual interfaces and culturally adaptive customer support, ensuring inclusivity for entrepreneurs with varying linguistic and educational backgrounds. The accessibility of mobile banking promotes regular savings, credit monitoring, and cash flow management, ultimately supporting responsible borrowing and sustainable business expansion.</p>
                <p>Blockchain technology has introduced a new era of transparency and security in SME financial operations.
                    <sup>
                        <xref ref-type="bibr" rid="ref140">139</xref>
                    </sup> By creating decentralised ledgers that record transactions in immutable and verifiable ways, blockchain reduces fraud, enhances trust, and facilitates cross-border trade.
                    <sup>
                        <xref ref-type="bibr" rid="ref141">140</xref>
                    </sup> In regions like Southeast Asia and Latin America, blockchain platforms such as BitPesa (now AZA Finance) and Stellar are used by SMEs to conduct transparent and low-cost international transactions.
                    <sup>
                        <xref ref-type="bibr" rid="ref142">141</xref>,
                        <xref ref-type="bibr" rid="ref143">142</xref>
                    </sup> Blockchain also enables financial institutions to verify SME loan histories without intermediaries, making it easier for credible borrowers to access funding.
                    <sup>
                        <xref ref-type="bibr" rid="ref144">143</xref>
                    </sup> This level of transparency builds confidence among lenders and investors, encouraging sustainable financing in multicultural business environments.</p>
                <p>Automated credit scoring tools have further transformed the financial landscape for SMEs by simplifying access to credit.
                    <sup>
                        <xref ref-type="bibr" rid="ref145">144</xref>
                    </sup> Traditional credit systems often exclude entrepreneurs with limited financial history, particularly in developing and culturally diverse regions.
                    <sup>
                        <xref ref-type="bibr" rid="ref146">145</xref>
                    </sup> Fintech-driven tools such as Tala, and Branch use machine learning algorithms to analyse non-traditional data&#x2014;such as mobile payment records, utility bills, and social media behaviour&#x2014;to assess creditworthiness.
                    <sup>
                        <xref ref-type="bibr" rid="ref147">146</xref>,
                        <xref ref-type="bibr" rid="ref148">147</xref>
                    </sup> In multicultural contexts, this innovation allows entrepreneurs from informal sectors or underserved communities to qualify for loans based on behavioural and transactional data rather than conventional credit reports. Such systems promote financial inclusion while reducing bias in lending practices, fostering sustainable repayment and trust between lenders and borrowers.</p>
                <p>The integration of fintech solutions within SME financial management has significantly advanced financial literacy and inclusion across cultures. By providing accessible, data-driven, and transparent financial tools, fintech empowers entrepreneurs to make informed decisions, maintain credit discipline, and enhance business sustainability. As digital transformation continues to reshape global finance, fintech innovations will remain central to promoting equitable growth and long-term financial resilience among SMEs in multicultural settings.</p>
            </sec>
            <sec id="sec17">
                <title>Digital policy and institutional ecosystems for SME financial empowerment</title>
                <p>Digital policy and institutional ecosystems have become fundamental drivers of financial empowerment for SMEs in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref149">148</xref>
                    </sup> As financial technologies evolve, governments and institutions are recognising the need for enabling environments that support innovation while ensuring inclusivity and responsible financial practices
                    <sup>
                        <xref ref-type="bibr" rid="ref150">149</xref>
                    </sup> (Gonzalez et al., 2025). Well-designed digital policies and institutional frameworks not only promote SME access to finance but also foster sustainable loan repayment and equitable participation in the global digital economy.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>
                    </sup> By integrating digital strategies, public-private partnerships, and ethical regulatory systems, countries can strengthen the link between financial literacy and technological adoption across diverse cultural and economic landscapes.
                    <sup>
                        <xref ref-type="bibr" rid="ref151">150</xref>
                    </sup>
                </p>
                <p>National digital strategies supporting fintech-driven SME growth have been instrumental in modernising financial ecosystems.
                    <sup>
                        <xref ref-type="bibr" rid="ref152">151</xref>
                    </sup> Governments in countries such as Singapore, Rwanda, and Estonia have implemented comprehensive digitalisation roadmaps that prioritise fintech innovation as a pillar of SME development.
                    <sup>
                        <xref ref-type="bibr" rid="ref153">152</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref155">154</xref>
                    </sup> Singapore&#x2019;s Smart Nation initiative, for example, integrates digital payments and data-driven tools to enhance SME financial operations and competitiveness.
                    <sup>
                        <xref ref-type="bibr" rid="ref156">155</xref>,
                        <xref ref-type="bibr" rid="ref157">156</xref>
                    </sup> In Africa, Rwanda&#x2019;s ICT for Development Policy promotes digital inclusion through affordable internet access and fintech incubation hubs.
                    <sup>
                        <xref ref-type="bibr" rid="ref158">157</xref>
                    </sup> These national frameworks encourage SMEs from different cultural and linguistic backgrounds to adopt e-financial tools, enhancing their capacity for efficient financial management, credit monitoring, and sustainable business growth.</p>
                <p>Integration of e-financial literacy modules in SME loan policies has become an effective institutional approach to fostering responsible borrowing and informed financial decision-making.
                    <sup>
                        <xref ref-type="bibr" rid="ref159">158</xref>
                    </sup> Financial regulators and development agencies increasingly require borrowers to complete digital financial education modules before accessing loans.
                    <sup>
                        <xref ref-type="bibr" rid="ref160">159</xref>
                    </sup> For instance, the Central Bank of Nigeria introduced the Financial Literacy Framework, mandating digital training for SMEs to strengthen loan management skills.
                    <sup>
                        <xref ref-type="bibr" rid="ref159">158</xref>
                    </sup> Similarly, in the European Union, digital financial literacy is embedded within the Digital Education Action Plan (2021&#x2013;2027) to ensure that entrepreneurs acquire the necessary skills to navigate online financial systems. Such integration ensures that financial education complements access to digital credit, promoting both literacy and accountability among culturally diverse SME operators.
                    <sup>
                        <xref ref-type="bibr" rid="ref161">160</xref>,
                        <xref ref-type="bibr" rid="ref162">161</xref>
                    </sup>
                </p>
                <p>Public-private partnerships for digital SME finance innovation are critical in bridging institutional and market gaps.
                    <sup>
                        <xref ref-type="bibr" rid="ref163">162</xref>
                    </sup> Collaborations between financial institutions, technology firms, and development agencies have resulted in innovative financing platforms that cater to multicultural SME communities.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>
                    </sup> The Partnership for Finance in Africa (FiDA) and the International Finance Corporation&#x2019;s (IFC) SME Finance Platform exemplify global efforts that combine digital finance with training and capacity-building initiatives.
                    <sup>
                        <xref ref-type="bibr" rid="ref164">163</xref>,
                        <xref ref-type="bibr" rid="ref165">164</xref>
                    </sup> These partnerships enable the co-creation of context-specific solutions such as mobile credit scoring and digital bookkeeping apps, which support SMEs in regions with limited formal financial infrastructure. In multicultural contexts, public-private collaborations ensure that digital tools and services are designed with sensitivity to local business customs, languages, and regulatory conditions.</p>
                <p>Regulatory frameworks encouraging ethical digital lending play an equally important role in safeguarding SME financial empowerment.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref2">2</xref>
                    </sup> The rapid growth of digital lending platforms has created both opportunities and risks, particularly concerning data privacy, interest rate transparency, and consumer protection.
                    <sup>
                        <xref ref-type="bibr" rid="ref166">165</xref>
                    </sup> Countries like India and Kenya have established fintech regulatory sandboxes to monitor and guide innovation while protecting borrowers&#x2019; interests
                    <sup>
                        <xref ref-type="bibr" rid="ref167">166</xref>
                    </sup> (Musamali et al., 2023
                    <sup>
                        <xref ref-type="bibr" rid="ref168">167</xref>
                    </sup>). The Kenya Data Protection Act (2019) and India&#x2019;s Reserve Bank of India on digital lending guidelines, are examples of policies that promote responsible digital finance practices. These frameworks ensure that fintech firms operate ethically and that SMEs benefit from transparent, fair, and secure lending processes.
                    <sup>
                        <xref ref-type="bibr" rid="ref169">168</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref171">170</xref>
                    </sup>
                </p>
                <p>Digital policy and institutional ecosystems thus form the backbone of sustainable SME financial empowerment in multicultural contexts. Through cohesive digital strategies, inclusive education policies, collaborative innovation, and ethical regulation, nations can create supportive environments where technology enhances both financial literacy and access to capital. Such ecosystems ensure that SMEs not only survive but thrive in an increasingly digital and interconnected world.</p>
            </sec>
        </sec>
        <sec id="sec18">
            <title>Discussion of literature review</title>
            <sec id="sec19">
                <title>Digital financial education</title>
                <p>The literature consistently demonstrates that digital financial education significantly improves financial literacy and enhances sustainable loan repayment among SMEs.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>,
                        <xref ref-type="bibr" rid="ref49">48</xref>
                    </sup> Several studies converge on the finding that e-learning tools, mobile-based applications, and online courses effectively equip entrepreneurs with practical financial management skills, enabling informed decision-making and long-term business growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref49">48</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref53">52</xref>
                    </sup> Across different geographical contexts, mobile-based financial learning applications, such as M-Pesa&#x2019;s &#x201c;Pamoja&#x201d; app in Kenya and Alipay&#x2019;s SME financial academy in China, have shown similar positive outcomes in teaching budgeting, cash flow management, and responsible borrowing.
                    <sup>
                        <xref ref-type="bibr" rid="ref54">53</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref57">56</xref>
                    </sup> Interactive and gamified interfaces are repeatedly identified as critical for engagement and inclusivity, particularly in regions where formal financial education is limited.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">57</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref61">60</xref>
                    </sup>
                </p>
                <p>Contradictions appear regarding the relative effectiveness of different digital platforms and approaches. While mobile-based applications are highly effective in regions with limited formal education and banking access,
                    <sup>
                        <xref ref-type="bibr" rid="ref58">57</xref>,
                        <xref ref-type="bibr" rid="ref59">58</xref>
                    </sup> online courses and structured e-learning modules may be less accessible for SMEs lacking reliable internet connectivity or digital literacy.
                    <sup>
                        <xref ref-type="bibr" rid="ref62">61</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref64">63</xref>
                    </sup> Furthermore, while interactive budgeting tools enhance practical learning and simulate real-world financial scenarios, some studies note that the complexity of such platforms can overwhelm SME owners with limited prior experience in accounting software.
                    <sup>
                        <xref ref-type="bibr" rid="ref72">71</xref>,
                        <xref ref-type="bibr" rid="ref73">72</xref>
                    </sup> This indicates that the effectiveness of digital financial education is context-dependent and requires careful alignment with users&#x2019; technological and educational capacities.</p>
                <p>Despite the promising findings, gaps exist in longitudinal and comparative research on the sustained impact of digital financial education across diverse SME sectors and regions. Most studies focus on immediate learning outcomes and short-term improvements in financial literacy or loan repayment.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>,
                        <xref ref-type="bibr" rid="ref49">48</xref>,
                        <xref ref-type="bibr" rid="ref66">65</xref>
                    </sup> Few studies evaluate long-term business growth, resilience, or financial behaviour changes over time. Additionally, limited research addresses cross-cultural adaptations and the customization of digital tools for SMEs in low-income countries or multicultural business environments, particularly in Africa, South Asia, and Southeast Asia.
                    <sup>
                        <xref ref-type="bibr" rid="ref69">68</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref71">70</xref>
                    </sup> Future research could investigate the integration of artificial intelligence, adaptive learning systems, and gamification features to further enhance digital financial education, as well as examine the differential impacts of various platforms across sectors, literacy levels, and cultural contexts.</p>
            </sec>
            <sec id="sec20">
                <title>Data-driven financial analytics for decision-making
</title>
                <p>The literature consistently highlights that data-driven financial analytics significantly enhances financial literacy and decision-making among SMEs in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref51">50</xref>,
                        <xref ref-type="bibr" rid="ref78">77</xref>,
                        <xref ref-type="bibr" rid="ref79">78</xref>
                    </sup> Multiple studies converge on the finding 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.
                    <sup>
                        <xref ref-type="bibr" rid="ref74">73</xref>,
                        <xref ref-type="bibr" rid="ref80">79</xref>,
                        <xref ref-type="bibr" rid="ref81">80</xref>,
                        <xref ref-type="bibr" rid="ref86">85</xref>
                    </sup> These tools simplify complex financial data into user-friendly dashboards, allowing SME owners with varying literacy levels to make informed, culturally adaptive financial decisions.
                    <sup>
                        <xref ref-type="bibr" rid="ref83">82</xref>,
                        <xref ref-type="bibr" rid="ref84">83</xref>
                    </sup> The literature consistently indicates that such systems promote transparency, accountability, and sustainable loan repayment by integrating local regulations, currency metrics, and accessible interfaces.
                    <sup>
                        <xref ref-type="bibr" rid="ref85">84</xref>,
                        <xref ref-type="bibr" rid="ref90">89</xref>,
                        <xref ref-type="bibr" rid="ref91">90</xref>
                    </sup>
                </p>
                <p>Contradictions emerge concerning accessibility and the complexity of these digital solutions. While cloud-based systems and predictive models enhance operational efficiency and credit assessment, some studies argue that SMEs in regions with limited internet connectivity or low digital literacy may struggle to fully utilise these platforms.
                    <sup>
                        <xref ref-type="bibr" rid="ref87">86</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref89">88</xref>
                    </sup> Similarly, predictive modelling, while effective in assessing creditworthiness and reducing loan defaults, may inadvertently exclude entrepreneurs who lack sufficient historical transaction data, potentially reinforcing financial inequities.
                    <sup>
                        <xref ref-type="bibr" rid="ref93">92</xref>,
                        <xref ref-type="bibr" rid="ref98">97</xref>
                    </sup> These contradictions highlight the need for context-sensitive implementation strategies that consider technological infrastructure, educational levels, and socio-economic factors.</p>
                <p>Gaps in the literature are evident in longitudinal studies and cross-cultural evaluations of the sustained impact of data-driven analytics on SME financial performance. Most research focuses on short-term outcomes such as improved credit repayment or operational efficiency, with limited evidence on long-term business growth or resilience.
                    <sup>
                        <xref ref-type="bibr" rid="ref15">15</xref>,
                        <xref ref-type="bibr" rid="ref79">78</xref>,
                        <xref ref-type="bibr" rid="ref99">98</xref>
                    </sup> Additionally, research exploring the integration of advanced technologies like artificial intelligence, machine learning, and adaptive dashboards in culturally diverse SME contexts remains scarce.
                    <sup>
                        <xref ref-type="bibr" rid="ref94">93</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref96">95</xref>
                    </sup> Future studies could investigate the comparative effectiveness of different analytical platforms across sectors and regions, assess their role in bridging financial inclusion gaps, and evaluate how experiential learning through these technologies contributes to sustainable SME development.</p>
            </sec>
            <sec id="sec21">
                <title>Virtual inclusive financial literacy platforms</title>
                <p>The literature consistently highlights that virtual inclusive financial literacy platforms enhance equitable access to financial knowledge among SMEs in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>,
                        <xref ref-type="bibr" rid="ref104">103</xref>
                    </sup> Studies converge on the finding that AI-powered adaptive learning, gamification, and collaborative mentorship significantly improve financial competence, enabling SME owners to manage loans, make informed decisions, and achieve sustainable growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref51">50</xref>,
                        <xref ref-type="bibr" rid="ref105">104</xref>,
                        <xref ref-type="bibr" rid="ref106">105</xref>
                    </sup> Across different regions, platforms such as Google&#x2019;s Primer App, Coursera for Business, and Kenya&#x2019;s Ajira Digital Program illustrate how personalised content in local languages and culturally relevant scenarios fosters inclusivity and practical application.
                    <sup>
                        <xref ref-type="bibr" rid="ref108">107</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref111">110</xref>
                    </sup> Peer-learning communities and mentorship networks further strengthen knowledge exchange, social capital, and responsible financial behaviour among SME owners from diverse backgrounds.
                    <sup>
                        <xref ref-type="bibr" rid="ref110">109</xref>,
                        <xref ref-type="bibr" rid="ref112">111</xref>,
                        <xref ref-type="bibr" rid="ref115">114</xref>
                    </sup>
                </p>
                <p>Contradictions in the literature emerge around access, technological readiness, and engagement. While AI-driven platforms and gamified applications provide interactive, personalised learning experiences, SMEs with limited digital literacy or unstable internet infrastructure may not fully benefit from these tools (Abiodun et al., 2021; Raza, 2025; Barna, 2025). Similarly, while virtual mentorship networks enhance collaboration and inclusivity, their effectiveness can vary depending on the mentor-mentee match, cultural compatibility, and the SMEs&#x2019; ability to actively participate in online interactions.
                    <sup>
                        <xref ref-type="bibr" rid="ref112">111</xref>,
                        <xref ref-type="bibr" rid="ref113">112</xref>
                    </sup> These contradictions suggest that platform design and support mechanisms need to be tailored to local capacities and cultural contexts to maximise impact.</p>
                <p>Gaps in the literature are evident in the long-term evaluation of these platforms and their comparative effectiveness across regions and SME sectors. Most studies focus on immediate learning outcomes, engagement, or financial literacy improvements without assessing sustained behavioural changes, financial resilience, or business growth over time.
                    <sup>
                        <xref ref-type="bibr" rid="ref119">118</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref121">120</xref>
                    </sup> Furthermore, there is limited research on integrating emerging technologies such as AI-driven predictive feedback, multilingual voice assistants, or immersive simulation tools to enhance inclusivity and engagement.
                    <sup>
                        <xref ref-type="bibr" rid="ref122">121</xref>,
                        <xref ref-type="bibr" rid="ref123">122</xref>
                    </sup> Future research could explore how virtual platforms can systematically address inequalities in digital access, cultural barriers, and 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="ref124">123</xref>,
                        <xref ref-type="bibr" rid="ref125">124</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec22">
                <title>Integration of fintech solutions</title>
                <p>The literature consistently demonstrates that fintech solutions have significantly improved SME access to financial services, transparency, and sustainable loan repayment in multicultural contexts.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref126">125</xref>,
                        <xref ref-type="bibr" rid="ref127">126</xref>
                    </sup> Studies converge on the finding that digital payment systems, mobile banking, blockchain platforms, and automated credit scoring tools enhance financial literacy and operational efficiency while promoting financial inclusion across culturally and geographically diverse SME populations.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref128">127</xref>,
                        <xref ref-type="bibr" rid="ref135">134</xref>
                    </sup> Across multiple regions, platforms like 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="ref129">128</xref>,
                        <xref ref-type="bibr" rid="ref130">129</xref>,
                        <xref ref-type="bibr" rid="ref132">131</xref>
                    </sup> Blockchain applications and automated credit scoring further support trust, transparency, and equitable access to finance, particularly for entrepreneurs lacking conventional credit histories.
                    <sup>
                        <xref ref-type="bibr" rid="ref140">139</xref>,
                        <xref ref-type="bibr" rid="ref144">143</xref>,
                        <xref ref-type="bibr" rid="ref147">146</xref>
                    </sup>
                </p>
                <p>Contradictions in the literature arise regarding technological readiness and inclusivity. While fintech innovations offer advanced, data-driven financial tools, SMEs in rural or low-infrastructure regions may face barriers to adoption due to limited internet access, low digital literacy, or lack of familiarity with complex platforms.
                    <sup>
                        <xref ref-type="bibr" rid="ref136">135</xref>,
                        <xref ref-type="bibr" rid="ref137">136</xref>,
                        <xref ref-type="bibr" rid="ref139">138</xref>
                    </sup> Similarly, automated credit scoring and blockchain technologies, although designed to enhance transparency and inclusion, may inadvertently exclude entrepreneurs who do not generate sufficient digital transactional data or who operate primarily in informal economies.
                    <sup>
                        <xref ref-type="bibr" rid="ref146">145</xref>,
                        <xref ref-type="bibr" rid="ref148">147</xref>
                    </sup> These contradictions suggest that fintech solutions require adaptive implementation strategies, including training, simplified interfaces, and culturally sensitive support, to ensure equitable impact across diverse SME populations.</p>
                <p>The literature also highlights gaps in long-term impact assessments and comparative studies across regions and SME sectors. Most research evaluates immediate outcomes such as improved loan repayment, credit access, or operational efficiency, with limited empirical evidence on sustained financial literacy, enterprise resilience, and business growth over time.
                    <sup>
                        <xref ref-type="bibr" rid="ref126">125</xref>,
                        <xref ref-type="bibr" rid="ref141">140</xref>,
                        <xref ref-type="bibr" rid="ref142">141</xref>
                    </sup> Furthermore, there is a lack of investigation into the synergistic effects of combining multiple fintech tools (e.g., blockchain, mobile banking, and AI-driven credit scoring) and their influence on SMEs&#x2019; strategic decision-making in multicultural settings.
                    <sup>
                        <xref ref-type="bibr" rid="ref94">93</xref>,
                        <xref ref-type="bibr" rid="ref146">145</xref>
                    </sup> Future research could explore these areas, as well as examine the socio-cultural and regulatory factors that affect fintech adoption, ensuring that innovations effectively promote sustainable financial inclusion, equitable growth, and responsible borrowing among SMEs globally.
                    <sup>
                        <xref ref-type="bibr" rid="ref126">125</xref>,
                        <xref ref-type="bibr" rid="ref147">146</xref>,
                        <xref ref-type="bibr" rid="ref148">147</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec23">
                <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.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref149">148</xref>,
                        <xref ref-type="bibr" rid="ref150">149</xref>
                    </sup> Multiple studies converge on the finding 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="ref151">150</xref>,
                        <xref ref-type="bibr" rid="ref152">151</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="ref156">155</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref158">157</xref>,
                        <xref ref-type="bibr" rid="ref161">160</xref>
                    </sup> These coordinated efforts demonstrate 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 arise 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="ref159">158</xref>,
                        <xref ref-type="bibr" rid="ref160">159</xref>
                    </sup> Similarly, while public-private partnerships facilitate innovative solutions and context-specific fintech tools, challenges remain in scaling these 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="ref164">163</xref>,
                        <xref ref-type="bibr" rid="ref165">164</xref>,</sup> These contradictions suggest that digital policies must be coupled with targeted capacity-building and contextual adaptation to ensure equitable impact.</p>
                <p>Gaps in the literature are evident in long-term evaluations of the impact 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="ref166">165</xref>,
                        <xref ref-type="bibr" rid="ref167">166</xref>
                    </sup> Additionally, research on comparative effectiveness of different policy instruments and regulatory models in fostering SME financial empowerment across diverse cultural and economic contexts remains limited.
                    <sup>
                        <xref ref-type="bibr" rid="ref169">168</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref171">170</xref>
                    </sup> Future studies could 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="ref168">167</xref>,
                        <xref ref-type="bibr" rid="ref172">171</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec24">
                <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/190949/c1676cbc-3784-4865-a3d8-d1a9482349c1_figure3.gif"/>
                </fig>
            </sec>
            <sec id="sec25">
                <title>Theoretical perspectives on digital financial education and SME financial behaviour</title>
                <p>The literature on digital financial education aligns closely with the 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="ref36">
35</xref>&#x2013;
                        <xref ref-type="bibr" rid="ref38">37</xref>
                    </sup> as shown in 
                    <xref ref-type="table" rid="T1">
Table 1</xref>. Human Capital Theory underpins the emphasis on knowledge and skills development, showing that 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="ref49">48</xref>,
                        <xref ref-type="bibr" rid="ref50">49</xref>,
                        <xref ref-type="bibr" rid="ref69">68</xref>
                    </sup> The literature confirms that investing in financial education increases entrepreneurs&#x2019; ability to make informed decisions, thereby translating knowledge into tangible outcomes such as improved loan repayment and enterprise resilience.
                    <sup>
                        <xref ref-type="bibr" rid="ref52">51</xref>,
                        <xref ref-type="bibr" rid="ref53">52</xref>,
                        <xref ref-type="bibr" rid="ref60">59</xref>
                    </sup> However, a persistent challenge is ensuring that SMEs with low literacy levels, limited access to technology, or minimal prior exposure to formal financial systems can fully leverage these digital solutions, highlighting a gap between theoretical potential and practical inclusivity.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">57</xref>,
                        <xref ref-type="bibr" rid="ref61">60</xref>,
                        <xref ref-type="bibr" rid="ref72">71</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>The TPB complements this understanding by explaining the psychological and social mechanisms through which financial literacy translates into behaviour.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">
35</xref>,
                        <xref ref-type="bibr" rid="ref44">43</xref>
                    </sup> Evidence from the literature indicates that SME owners&#x2019; attitudes towards e-financial education, subjective norms shaped by community and cultural expectations, and perceived control over technology adoption collectively influence their loan repayment and financial management practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref51">50</xref>,
                        <xref ref-type="bibr" rid="ref54">53</xref>,
                        <xref ref-type="bibr" rid="ref69">68</xref>
                    </sup> Yet, challenges remain in accounting for cultural variability and social pressures that may either facilitate or constrain the translation of knowledge into consistent financial behaviour, suggesting a gap in context-specific research that systematically examines these moderating effects across multicultural settings.
                    <sup>
                        <xref ref-type="bibr" rid="ref59">58</xref>,
                        <xref ref-type="bibr" rid="ref70">69</xref>,
                        <xref ref-type="bibr" rid="ref71">70</xref>
                    </sup>
                </p>
                <p>The TAM further explains the observed relationship 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="ref38">37</xref>,
                        <xref ref-type="bibr" rid="ref47">46</xref>
                    </sup> Studies confirm that gamified interfaces, multilingual options, and scenario-based exercises enhance engagement and usability, linking digital adoption directly to improved financial tracking and adherence to repayment schedules.
                    <sup>
                        <xref ref-type="bibr" rid="ref56">55</xref>,
                        <xref ref-type="bibr" rid="ref57">56</xref>,
                        <xref ref-type="bibr" rid="ref73">72</xref>
                    </sup> Nevertheless, gaps remain in evaluating the long-term effectiveness of these technologies in diverse SME contexts and their ability to overcome infrastructural limitations, technological complexity, and varying levels of digital literacy.
                    <sup>
                        <xref ref-type="bibr" rid="ref74">73</xref>,
                        <xref ref-type="bibr" rid="ref76">75</xref>,
                        <xref ref-type="bibr" rid="ref77">76</xref>
                    </sup> Collectively, while the literature supports the theoretical framework, it underscores the need for research that integrates cultural, psychological, and technological dimensions to address persistent challenges in equitable access, sustained adoption, and measurable impacts on SME growth and loan repayment.</p>
            </sec>
            <sec id="sec26">
                <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 technology adoption influence sustainable loan repayment and business growth,
                    <sup>
                        <xref ref-type="bibr" rid="ref36">
35</xref>,
                        <xref ref-type="bibr" rid="ref37">
36</xref>
                    </sup> as reflected in 
                    <xref ref-type="table" rid="T2">
Table 2</xref>. Human Capital Theory is reflected in studies highlighting that financial analytic software, cloud-based accounting systems, and real-time dashboards enhance SME owners&#x2019; knowledge and skills, which in turn improve decision-making, risk management, and operational efficiency.
                    <sup>
                        <xref ref-type="bibr" rid="ref51">50</xref>,
                        <xref ref-type="bibr" rid="ref79">78</xref>,
                        <xref ref-type="bibr" rid="ref80">79</xref>
                    </sup> By equipping entrepreneurs with actionable insights, these digital tools effectively translate financial knowledge into economic outcomes, reinforcing the role of education and competence as forms of capital.
                    <sup>
                        <xref ref-type="bibr" rid="ref15">15</xref>,
                        <xref ref-type="bibr" rid="ref74">73</xref>,
                        <xref ref-type="bibr" rid="ref81">80</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 complements this perspective by explaining the behavioural mechanisms through which SME owners&#x2019; attitudes, subjective norms, and perceived control shape adoption and application of analytics tools.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">
35</xref>,
                        <xref ref-type="bibr" rid="ref43">42</xref>
                    </sup> Evidence indicates that entrepreneurs&#x2019; confidence in interpreting financial data, their social influences, and perceptions of ease of use affect the consistency and effectiveness of financial management practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref82">81</xref>,
                        <xref ref-type="bibr" rid="ref84">83</xref>,
                        <xref ref-type="bibr" rid="ref85">84</xref>
                    </sup> However, a persistent challenge is the variability in SMEs&#x2019; capacity to adopt these tools across multicultural and socio-economic contexts. Differences in digital literacy, access to infrastructure, and cultural attitudes toward technology create gaps in equitable adoption, limiting the universal applicability of these tools.
                    <sup>
                        <xref ref-type="bibr" rid="ref93">92</xref>,
                        <xref ref-type="bibr" rid="ref94">93</xref>,
                        <xref ref-type="bibr" rid="ref98">97</xref>
                    </sup>
                </p>
                <p>TAM further underpins the observed link between technology use and practical outcomes by emphasising perceived usefulness and ease of use as drivers of adoption.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">37</xref>,
                        <xref ref-type="bibr" rid="ref47">46</xref>
                    </sup> Studies show that SMEs benefit from user-friendly dashboards, predictive credit models, and cloud-based accounting systems, which facilitate financial tracking, credit monitoring, and timely loan repayment.
                    <sup>
                        <xref ref-type="bibr" rid="ref79">78</xref>,
                        <xref ref-type="bibr" rid="ref90">89</xref>,
                        <xref ref-type="bibr" rid="ref101">100</xref>
                    </sup> Nevertheless, gaps remain in evaluating long-term effectiveness, scalability, and cultural adaptation of these digital tools. Research rarely addresses how SMEs in regions with limited infrastructure or varying educational backgrounds sustain engagement with analytics platforms over time.
                    <sup>
                        <xref ref-type="bibr" rid="ref88">87</xref>,
                        <xref ref-type="bibr" rid="ref99">98</xref>
                    </sup> Future investigations should focus on bridging these gaps by examining contextual adoption barriers, cross-cultural usability, and the measurable impact of data-driven analytics on SME financial resilience and growth.</p>
            </sec>
            <sec id="sec27">
                <title>Theoretical integration and gaps in virtual inclusive financial literacy platforms</title>
                <p>The literature on virtual inclusive financial literacy platforms aligns closely with Human Capital Theory, highlighting how knowledge, skills, and competencies serve as forms of capital that enhance SMEs&#x2019; decision-making and long-term sustainability
                    <sup>
                        <xref ref-type="bibr" rid="ref37">
36</xref>,
                        <xref ref-type="bibr" rid="ref39">38</xref>,
                        <xref ref-type="bibr" rid="ref40">39</xref>
                    </sup> as shown in 
                    <xref ref-type="table" rid="T3">
Table 3</xref>. Studies demonstrate that AI-powered multilingual learning, gamified applications, and collaborative peer-learning platforms equip SME owners with essential financial competencies, enabling responsible loan management and strategic business growth.
                    <sup>
                        <xref ref-type="bibr" rid="ref51">50</xref>,
                        <xref ref-type="bibr" rid="ref107">106</xref>,
                        <xref ref-type="bibr" rid="ref117">116</xref>
                    </sup> By providing context-specific, culturally adaptive content, these platforms reinforce the idea that investment in human capabilities yields tangible economic returns, particularly in multicultural business environments.
                    <sup>
                        <xref ref-type="bibr" rid="ref109">108</xref>,
                        <xref ref-type="bibr" rid="ref110">109</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>The TPB further explains how behavioural intentions influence the effective use of these platforms.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">
35</xref>,
                        <xref ref-type="bibr" rid="ref43">42</xref>
                    </sup> SME owners&#x2019; attitudes towards digital financial learning, the influence of cultural norms, and their perceived control over technological tools collectively determine engagement levels and the successful application of acquired knowledge.
                    <sup>
                        <xref ref-type="bibr" rid="ref44">43</xref>,
                        <xref ref-type="bibr" rid="ref45">44</xref>
                    </sup> While the literature highlights the potential for enhanced financial literacy and sustainable loan repayment through virtual platforms, persistent challenges include disparities in digital literacy, internet accessibility, and the ability of SMEs in resource-constrained regions to fully exploit these tools.
                    <sup>
                        <xref ref-type="bibr" rid="ref104">103</xref>,
                        <xref ref-type="bibr" rid="ref112">111</xref>
                    </sup> These gaps indicate that TPB-mediated behavioural factors are not uniformly addressed across diverse cultural and socio-economic contexts.</p>
                <p>The TAM underscores the role of perceived usefulness and ease of use in the adoption of virtual financial literacy platforms.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">37</xref>,
                        <xref ref-type="bibr" rid="ref47">46</xref>
                    </sup> Evidence suggests that AI-driven adaptive modules, gamification, and user-friendly interfaces facilitate practical application of financial knowledge, improving budgeting, credit monitoring, and loan repayment behaviours.
                    <sup>
                        <xref ref-type="bibr" rid="ref108">107</xref>,
                        <xref ref-type="bibr" rid="ref119">118</xref>,
                        <xref ref-type="bibr" rid="ref120">119</xref>
                    </sup> Nevertheless, significant gaps remain in evaluating the long-term engagement, scalability, and cross-cultural adaptability of these tools. Research rarely addresses how SMEs in linguistically diverse or low-literacy regions maintain sustained interaction with platforms or translate digital learning into consistent financial practices.
                    <sup>
                        <xref ref-type="bibr" rid="ref111">110</xref>,
                        <xref ref-type="bibr" rid="ref114">113</xref>
                    </sup> Future studies should examine how cultural, technological, and infrastructural factors jointly mediate the effectiveness of virtual inclusive financial literacy platforms in promoting equitable SME growth.</p>
            </sec>
            <sec id="sec28">
                <title>Theoretical alignment and gaps in fintech integration for SMEs</title>
                <p>The literature on fintech integration aligns closely with Human Capital Theory, emphasising that SME owners&#x2019; knowledge, skills, and competencies constitute essential capital for business growth and sustainable financial management
                    <sup>
                        <xref ref-type="bibr" rid="ref37">
36</xref>,
                        <xref ref-type="bibr" rid="ref39">38</xref>,
                        <xref ref-type="bibr" rid="ref40">39</xref>
                    </sup> as reflected in 
                    <xref ref-type="table" rid="T4">
Table 4</xref>. Studies reveal that digital payment systems, mobile banking, blockchain, and automated credit scoring tools enhance financial literacy by providing SMEs with accessible, data-driven, and transparent mechanisms for managing cash flow, monitoring debts, and evaluating investment opportunities.
                    <sup>
                        <xref ref-type="bibr" rid="ref114">113</xref>,
                        <xref ref-type="bibr" rid="ref126">125</xref>,
                        <xref ref-type="bibr" rid="ref145">144</xref>
                    </sup> By equipping entrepreneurs with practical skills and technological competence, fintech solutions reinforce the notion that human capital development directly contributes to responsible loan management, improved creditworthiness, and sustainable business expansion (Siano et al., 2020; Abebe et al., 2025).</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 insights into how SME owners&#x2019; attitudes, subjective norms, and perceived behavioural control influence the adoption of fintech solutions.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">
35</xref>,
                        <xref ref-type="bibr" rid="ref44">43</xref>
                    </sup> Literature indicates that cultural expectations, social influence, and confidence in using digital tools collectively shape engagement with fintech platforms and the effective application of financial knowledge in decision-making.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref45">44</xref>
                    </sup> However, persistent challenges exist in low-resource or rural contexts, where limited digital literacy, inadequate infrastructure, and socio-cultural barriers may inhibit technology adoption, thereby constraining the potential benefits of fintech integration.
                    <sup>
                        <xref ref-type="bibr" rid="ref132">131</xref>,
                        <xref ref-type="bibr" rid="ref146">145</xref>
                    </sup> These gaps suggest that TPB-mediated factors are not uniformly addressed, leaving opportunities for targeted interventions to improve fintech uptake.</p>
                <p>The TAM further explains the relationship between perceived usefulness, ease of use, and SMEs&#x2019; adoption of fintech solutions.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">37</xref>,
                        <xref ref-type="bibr" rid="ref47">46</xref>
                    </sup> Evidence shows that fintech tools, when user-friendly, culturally adapted, and technologically accessible, enhance practical financial management, credit monitoring, and repayment compliance.
                    <sup>
                        <xref ref-type="bibr" rid="ref144">143</xref>,
                        <xref ref-type="bibr" rid="ref148">147</xref>
                    </sup> Nevertheless, gaps remain in evaluating long-term usage, cross-cultural adaptability, and integration with existing business processes. Research rarely addresses how SMEs in linguistically diverse or technologically underserved regions sustain engagement with fintech platforms or translate digital insights into consistent financial discipline.
                    <sup>
                        <xref ref-type="bibr" rid="ref126">125</xref>,
                        <xref ref-type="bibr" rid="ref142">141</xref>
                    </sup> Future studies should investigate these contextual moderators to better understand how human capital, behavioural intentions, and technology adoption jointly determine the effectiveness of fintech solutions for SMEs in multicultural environments.</p>
            </sec>
            <sec id="sec29">
                <title>Theoretical alignment and gaps in digital policy and institutional ecosystems for SMEs</title>
                <p>The literature on digital policy and institutional ecosystems aligns closely with Human Capital Theory, emphasising that the development of SMEs&#x2019; knowledge, skills, and competencies through digital literacy programs strengthens financial management and sustainable loan repayment.
                    <sup>
                        <xref ref-type="bibr" rid="ref37">
36</xref>,
                        <xref ref-type="bibr" rid="ref39">38</xref>,
                        <xref ref-type="bibr" rid="ref40">39</xref>
                    </sup> as shown in 
                    <xref ref-type="table" rid="T5">
Table 5</xref>. National strategies such as Singapore&#x2019;s Smart Nation initiative and Rwanda&#x2019;s ICT for Development Policy demonstrate how structured digital policies and institutional frameworks foster human capital by providing SMEs with access to fintech tools, training, and inclusive e-financial literacy modules.
                    <sup>
                        <xref ref-type="bibr" rid="ref156">155</xref>,
                        <xref ref-type="bibr" rid="ref158">157</xref>
                    </sup> By enhancing SME owners&#x2019; financial capabilities and technological competence, these policies create conditions for responsible borrowing, improved credit monitoring, and equitable participation in the global digital economy.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref151">150</xref>
                    </sup>
                </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>The TPB provides a lens to understand how SMEs&#x2019; attitudes, perceived norms, and behavioural control influence the uptake of digital financial tools and adherence to loan requirements.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">
35</xref>,
                        <xref ref-type="bibr" rid="ref44">43</xref>
                    </sup> Public-private partnerships and regulatory frameworks, which embed financial literacy and culturally adaptive tools, reinforce positive behavioural intentions by demonstrating community endorsement and providing structured support.
                    <sup>
                        <xref ref-type="bibr" rid="ref1">1</xref>,
                        <xref ref-type="bibr" rid="ref163">162</xref>
                    </sup> Nonetheless, persistent challenges arise in contexts where SMEs face infrastructural gaps, digital skill deficits, or socio-cultural barriers, which may weaken the intended behavioural outcomes despite supportive policies.
                    <sup>
                        <xref ref-type="bibr" rid="ref167">166</xref>,
                        <xref ref-type="bibr" rid="ref168">167</xref>
                    </sup> These gaps highlight the need for context-sensitive strategies to ensure that SMEs from diverse cultural and educational backgrounds can fully leverage digital financial ecosystems.</p>
                <p>The TAM further complements this framework by explaining how the perceived usefulness and ease of use of fintech platforms influence SME adoption and practical application.
                    <sup>
                        <xref ref-type="bibr" rid="ref38">37</xref>,
                        <xref ref-type="bibr" rid="ref47">46</xref>
                    </sup> Evidence suggests that when digital tools are user-friendly, culturally adapted, and embedded within institutional frameworks, SMEs are more likely to engage with them effectively, enhancing financial literacy and operational transparency.
                    <sup>
                        <xref ref-type="bibr" rid="ref152">151</xref>,
                        <xref ref-type="bibr" rid="ref154">153</xref>
                    </sup> However, gaps persist in evaluating long-term adoption, interoperability of digital systems, and inclusivity across linguistically diverse or underserved regions.
                    <sup>
                        <xref ref-type="bibr" rid="ref2">2</xref>,
                        <xref ref-type="bibr" rid="ref150">149</xref>
                    </sup> Addressing these gaps will require continuous policy innovation, targeted capacity-building initiatives, and adaptive regulatory measures to sustain SME empowerment in multicultural contexts.</p>
            </sec>
            <sec id="sec30">
                <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="sec31">
                <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="sec32">
                <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="sec33" 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="sec34">
                <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="sec37" sec-type="data-availability">
            <title>Data availability statement</title>
            <sec id="sec38">
                <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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    <sub-article article-type="reviewer-report" id="report465084">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.190949.r465084</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Bhuiyan</surname>
                        <given-names>Mohammad Rakibul Islam</given-names>
                    </name>
                    <xref ref-type="aff" rid="r465084a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-4284-6461</uri>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <surname>Mani</surname>
                        <given-names>Lisa</given-names>
                    </name>
                    <xref ref-type="aff" rid="r465084a2">2</xref>
                    <role>Co-referee</role>
                </contrib>
                <aff id="r465084a1">
                    <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>
            </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>13</day>
                <month>3</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Bhuiyan MRI and Mani L</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport465084" 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>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>
