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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">THE</journal-id>
<journal-title-group>
<journal-title>Transformation in Higher Education</journal-title>
</journal-title-group>
<issn pub-type="ppub">2415-0991</issn>
<issn pub-type="epub">2519-5638</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">THE-11-716</article-id>
<article-id pub-id-type="doi">10.4102/the.v11i0.716</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Entrepreneurial literacy in higher education: A global bibliometric perspective</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8790-1359</contrib-id>
<name>
<surname>Marna</surname>
<given-names>Jean E.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5812-4792</contrib-id>
<name>
<surname>Zona</surname>
<given-names>Mega A.</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1115-5118</contrib-id>
<name>
<surname>Oknaryana</surname>
<given-names>Oknaryana</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0009-0005-0169-5195</contrib-id>
<name>
<surname>Hayati</surname>
<given-names>Annur F.</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Economics Education, Faculty of Economics and Business, Universitas Negeri Padang, Padang, Indonesia</aff>
<aff id="AF0002"><label>2</label>Department of Management, Faculty of Economics and Business, Universitas Negeri Padang, Padang, Indonesia</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Mega Zona, <email xlink:href="megaasrizona@fe.unp.ac.id">megaasrizona@fe.unp.ac.id</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>18</day><month>05</month><year>2026</year></pub-date>
<pub-date pub-type="collection"><year>2026</year></pub-date>
<volume>11</volume>
<elocation-id>716</elocation-id>
<history>
<date date-type="received"><day>30</day><month>10</month><year>2025</year></date>
<date date-type="accepted"><day>22</day><month>04</month><year>2026</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2026. The Authors</copyright-statement>
<copyright-year>2026</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.</license-p>
</license>
</permissions>
<abstract>
<p>This study aims to provide a comprehensive bibliometric analysis of global research on entrepreneurial literacy in higher education. Using the Scopus database, 408 publications from 2005 to 2025 were collected and refined to 336 relevant articles for analysis. The period from 2005 to 2025 was chosen because it marked a turning point in how entrepreneurial literacy was integrated into higher education curricula worldwide, prompting a surge in academic discourse and publications on the subject. A five-step bibliometric approach was applied using VOSviewer. Data were analysed using keyword co-occurrence analysis, overlay visualisation and a global research keyword density map. This analysis identified key research clusters related to entrepreneurship education, financial literacy and students. The results show an increasing trend in publication volume, particularly after 2019, reflecting growing academic interest in entrepreneurship education. Keyword co-occurrence analysis highlights emerging themes, including student entrepreneurship and higher education; entrepreneurship education and digital transformation; financial literacy and entrepreneurial intention; and innovation and social entrepreneurship. The bibliometric findings reflect this convergence, as the literature naturally draws upon theoretical and empirical contributions from each of these fields. This cross-disciplinary integration is not merely a methodological choice but a defining characteristic of entrepreneurial literacy as a construct, reinforcing the need for holistic, multidomain approaches in both research and pedagogical practice.</p>
<sec id="st1">
<title>Contribution</title>
<p>This study contributes to mapping the intellectual landscape of entrepreneurship literacy research. The results highlight the need for more integrated, cross-disciplinary and evidence-based, long-term research to understand entrepreneurship education in higher education more comprehensively.</p>
</sec>
</abstract>
<kwd-group>
<kwd>entrepreneurial literacy</kwd>
<kwd>bibliometric analysis</kwd>
<kwd>higher education</kwd>
<kwd>entrepreneurship education</kwd>
<kwd>global perspective</kwd>
</kwd-group>
<funding-group>
<funding-statement><bold>Funding information</bold> This work was supported by the Institute for Research and Community Service of Universitas Negeri Padang (grant No. 761/UN35/LT/2022).</funding-statement>
</funding-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Entrepreneurial literacy can be defined as an individual&#x2019;s ability to understand, internalise, and apply entrepreneurial knowledge, skills, and attitudes in identifying opportunities, creating value, and making innovative decisions in diverse economic and social contexts (Amalia &#x0026; Von Korflesch <xref ref-type="bibr" rid="CIT0002">2021</xref>). In recent years, entrepreneurial literacy has increasingly become a significant concern in higher education (Narmaditya, Sahid &#x0026; Hussin <xref ref-type="bibr" rid="CIT0039">2025</xref>). Universities are now required to produce not only graduates who master specific disciplines but also individuals who have the ability to adapt and compete in a dynamic and uncertain economic and social environment.</p>
<p>Within this context, entrepreneurial literacy plays a crucial role in shaping students&#x2019; entrepreneurial competencies, encompassing cognitive, behavioural and attitudinal dimensions that support innovation and value creation. This literacy is not only beneficial for those who become entrepreneurs but also for anyone who has the mindset and actions of an entrepreneur, across various fields of work (Hasan et al. <xref ref-type="bibr" rid="CIT0020">2024</xref>). Entrepreneurship education should be understood not merely as preparation for venture creation, but as a mechanism for developing adaptive, creative and solution-oriented graduates for diverse professional contexts (Casau, Dias &#x0026; Amorim <xref ref-type="bibr" rid="CIT0013">2023</xref>; Mayombe <xref ref-type="bibr" rid="CIT0036">2025</xref>). In line with this perspective, this study treats entrepreneurship education as a supporting pedagogical process that contributes to the development of entrepreneurial literacy, rather than as the primary analytical focus.</p>
<p>In terms of economic and social impact, entrepreneurial literacy contributes to job creation, economic growth and socially responsible value creation. Students with entrepreneurial literacy tend to be job creators rather than job seekers (Mayombe <xref ref-type="bibr" rid="CIT0036">2025</xref>; Xanthopoulou &#x0026; Sahinidis <xref ref-type="bibr" rid="CIT0054">2025</xref>). This orientation is particularly relevant in contexts with limited formal employment opportunities, where entrepreneurial capabilities can help to reduce unemployment and stimulate local economic development (Zouita <xref ref-type="bibr" rid="CIT0057">2021</xref>).</p>
<p>In the contemporary labour market, entrepreneurial literacy also enhances graduates&#x2019; employability and adaptability. They are generally more creative in seeking opportunities, able to communicate effectively and have strong leadership skills, which are qualities highly valued by the workplace (Musara &#x0026; Nieuwenhuizen <xref ref-type="bibr" rid="CIT0038">2020</xref>). Entrepreneurial literacy also helps increase students&#x2019; self-confidence and readiness to face career challenges, both as entrepreneurs and professionals in other fields (Vivekananth, Indiran &#x0026; Kohar <xref ref-type="bibr" rid="CIT0050">2023</xref>). Universities that integrate entrepreneurial learning into their curricula play a critical role in strengthening students&#x2019; entrepreneurial literacy, thereby empowering them to transform creative ideas into meaningful innovations with tangible economic value (Xanthopoulou &#x0026; Sahinidis <xref ref-type="bibr" rid="CIT0054">2025</xref>; Yunikawati et al. <xref ref-type="bibr" rid="CIT0055">2024</xref>).</p>
<p>Various pedagogical approaches have been employed to support the development of entrepreneurial literacy in higher education. The application of Self-Based Learning in entrepreneurship education has been proven to increase students&#x2019; motivation, creativityand critical thinking skills. This approach makes the learning process more interactive and meaningful (Casau et al. <xref ref-type="bibr" rid="CIT0013">2023</xref>) because students not only receive theory but also directly engage in exploring ideas and solving real-life problems. However, there are still research gaps that need to be addressed, such as a lack of understanding of the factors that prevent students from transitioning from intention to actual entrepreneurship. Some factors that frequently arise include delays in action, failure to recognise business opportunities and perceptions of a lack of self-capacity (Renz, Brahm &#x0026; Flad <xref ref-type="bibr" rid="CIT0043">2025</xref>). Furthermore, the limited availability of detailed pedagogical models that support the development of entrepreneurial skills presents a challenge for higher education institutions (Kujala et al. <xref ref-type="bibr" rid="CIT0029">2022</xref>).</p>
<p>To address this gap, this study aims to conduct a comprehensive bibliometric analysis of the literature on entrepreneurial literacy in higher education. Bibliometric analysis provides a systematic way to assess trends, patterns and research contributions in this field. This approach allows for the identification of publication volume, the influence of specific works, and the mapping of collaborations between researchers and institutions. In addition to charting the evolution of entrepreneurial literacy as a scientific field, this approach also helps to uncover underexplored areas requiring further study.</p>
<p>Given the multidimensional and rapidly expanding nature of entrepreneurial literacy research, a systematic, data-driven approach is necessary to map the intellectual landscape of this field comprehensively. Bibliometric analysis is particularly suited to this purpose, as it enables the identification of dominant research clusters, emerging themes and collaborative networks across a large corpus of publications. This study, therefore, adopts a bibliometric perspective as the primary methodology, building directly on the need to synthesise the growing body of knowledge on entrepreneurial literacy in higher education.</p>
<p>This article is organised as follows: The next section presents the literature review, followed by a description of the research method and design, the presentation of results and a discussion of the findings; the article then outlines the practical implications and concludes with final remarks.</p>
</sec>
<sec id="s0002">
<title>Literature review</title>
<sec id="s20003">
<title>Entrepreneurship</title>
<p>Entrepreneurship is a broad and diverse concept, encompassing a wide range of activities and skills related to how a person creates and manages a new venture. The entrepreneurial process involves key stages such as designing, launching and managing a new business, which is generally realised in the form of a small business (Calder&#x00F3;n <xref ref-type="bibr" rid="CIT0012">2018</xref>). Entrepreneurs also need risk management skills, namely the ability to manage various significant risks that arise when starting and running a business, such as financial risks and market uncertainty (Schneider <xref ref-type="bibr" rid="CIT0044">2013</xref>). Another equally important aspect is value creation, where entrepreneurs are required to be able to manage resources and opportunities innovatively to generate added value (Bucur &#x0026; Bucur <xref ref-type="bibr" rid="CIT0010">2011</xref>).</p>
<p>To fulfil their roles, entrepreneurs require a variety of entrepreneurial skills and attributes. Utilising psychological, human and social capital is a crucial factor in developing new products, services and management processes (Fayolle &#x0026; Gailly <xref ref-type="bibr" rid="CIT0018">2015</xref>). Competencies such as adaptability to change, mental resilience, innovation and self-efficacy are also key foundations for an entrepreneur&#x2019;s success (Narmaditya et al. <xref ref-type="bibr" rid="CIT0039">2025</xref>). However, the entrepreneurial journey is not without challenges and risks. Many startups face high failure rates because of various factors, such as limited funding, poor business decisions, economic crises and low market demand (Huong, Dung &#x0026; Hoai <xref ref-type="bibr" rid="CIT0022">2020</xref>).</p>
<p>Entrepreneurship in the international literature is classified into several main types to explain differences in motivation, orientation and economic impact (Huang et al. <xref ref-type="bibr" rid="CIT0021">2023</xref>). Specifically, the motivation-based classification distinguishes between necessity-driven entrepreneurship and opportunity-driven entrepreneurship (Batz Li&#x00F1;eiro, Romero Ochoa &#x0026; Montes de la Barrera <xref ref-type="bibr" rid="CIT0008">2024</xref>). Necessity-driven entrepreneurship typically arises from economic needs and is generally inversely related to the level of innovation. Meanwhile, opportunity-driven entrepreneurship tends to have a positive impact on technological progress and economic growth through more strategic utilisation of market opportunities (Mro&#x017C;ewski &#x0026; Kratzer <xref ref-type="bibr" rid="CIT0037">2017</xref>). Thus, entrepreneurship is not only about creating new businesses but also about how individuals can innovate, manage risks and create value that benefits society and economic sustainability.</p>
<p>At the micro level, research on entrepreneurial education and motivation explains why some individuals are able to become strong, sustainable entrepreneurs. Entrepreneurship education in higher education has been shown to increase entrepreneurial intention by strengthening entrepreneurial competencies and perceptions of university support (Lv et al. <xref ref-type="bibr" rid="CIT0033">2021</xref>; Su et al. <xref ref-type="bibr" rid="CIT0048">2021b</xref>). Other findings emphasise the importance of psychological capital (hope, optimism, resilience and self-efficacy) as a mediator between motivation (opportunity vs. necessity) and business success, thus explaining why not all opportunity-motivated entrepreneurs are necessarily more successful without strong psychological resources (Ephrem et al. <xref ref-type="bibr" rid="CIT0016">2021</xref>).</p>
<p>Nevertheless, several important research gaps remain. Firstly, the relationship between innovation policies, city ecosystems and the transition from necessity entrepreneurship to opportunity-driven, growth-oriented entrepreneurship has been relatively rarely examined longitudinally and at multiple levels (Audretsch, Belitski &#x0026; Cherkas <xref ref-type="bibr" rid="CIT0004">2021</xref>; Bradley et al. <xref ref-type="bibr" rid="CIT0009">2021</xref>). Secondly, the specific role of digital finance, platforms and digital innovation in strengthening the psychological capacity and competencies of entrepreneurs (not just firm innovation output) remains underexplored (Kreiterling <xref ref-type="bibr" rid="CIT0028">2023</xref>). Thirdly, many entrepreneurship education studies focus on intentions, rather than on long-term venture performance or resilience during crises, such as the pandemic (Lv et al. <xref ref-type="bibr" rid="CIT0033">2021</xref>; Su et al. <xref ref-type="bibr" rid="CIT0047">2021a</xref>).</p>
</sec>
<sec id="s20004">
<title>Entrepreneurial literacy</title>
<p>Entrepreneurial literacy is a multidimensional concept encompassing several essential aspects, including financial literacy, leadership skills and digital capabilities related to business activities (Bakare, Husain &#x0026; Abdaljawwad <xref ref-type="bibr" rid="CIT0007">2025</xref>). Developing entrepreneurial skills through structured education and training programmes can contribute significantly to economic development, both at the individual and societal levels (Olutuase, Brijlal &#x0026; Yan <xref ref-type="bibr" rid="CIT0040">2023</xref>).</p>
<p>From a skills perspective, entrepreneurial skills include financial management, business planning, marketing skills and an understanding of the legal and regulatory aspects governing business activities. These skills enable entrepreneurs to manage resources effectively, develop strategies that respond to market changes and minimise business risks. Meanwhile, from a knowledge perspective, entrepreneurial skills include an understanding of fundamental business principles, financial literacy and market dynamics. This knowledge provides an essential foundation for entrepreneurs to navigate economic uncertainty and identify sustainable growth opportunities (Hasan et al. <xref ref-type="bibr" rid="CIT0020">2024</xref>).</p>
<p>The importance of entrepreneurial literacy is reflected in its contribution to business success and economic development. At the micro level, entrepreneurial skills are an intangible asset that plays a crucial role in enhancing creativity and innovation in micro, small and medium enterprises (SMEs), thus directly impacting business performance and sustainability (Jones &#x0026; English <xref ref-type="bibr" rid="CIT0026">2004</xref>). At the macro level, entrepreneurial skills serve as a strategic tool to strengthen a community&#x2019;s economic base, create new jobs and reduce unemployment, particularly in areas with limited economic opportunities (Hasan et al. <xref ref-type="bibr" rid="CIT0020">2024</xref>).</p>
<p>In the context of higher education, entrepreneurial literacy is a key tool for fostering entrepreneurial intentions and competencies among young people. Entrepreneurial literacy activities on campus, whether in the form of courses, programmes or training, have been shown to increase understanding, build positive attitudes towards entrepreneurship and encourage entrepreneurial intentions among students (Wang &#x0026; Mangmeechai <xref ref-type="bibr" rid="CIT0051">2022</xref>). Research shows that the higher a student&#x2019;s entrepreneurial literacy level, the greater their likelihood of starting a business and developing entrepreneurial skills relevant to the demands of today&#x2019;s workplace and business world (Liao, Nguyen &#x0026; Caputo <xref ref-type="bibr" rid="CIT0031">2022</xref>).</p>
<p>Furthermore, entrepreneurial literacy also plays a role in strengthening other skills that are crucial in the digital age. This literacy interacts with digital, information and financial literacy to shape the profile of an adaptive entrepreneur: Able to utilise technology, manage cash flow, market products through digital platforms and respond creatively to changes in the business environment (Hasan et al. <xref ref-type="bibr" rid="CIT0020">2024</xref>; Kang, Park &#x0026; Jang <xref ref-type="bibr" rid="CIT0027">2024</xref>). This combination not only improves business performance but also prepares them for crises and uncertainty. Therefore, strengthening entrepreneurial literacy is considered essential in education policies, business incubation programmes and SME development interventions in various countries.</p>
</sec>
<sec id="s20005">
<title>Entrepreneurship education</title>
<p>Entrepreneurship education plays a strategic role in fostering entrepreneurial intentions and skills among students. From a methodological perspective, this education not only emphasises mastery of theoretical knowledge but also focuses on developing entrepreneurial attitudes and skills through practical activities that encourage students to act, experience and apply the knowledge and experience gained (Fayolle &#x0026; Gailly <xref ref-type="bibr" rid="CIT0018">2015</xref>). In this context, entrepreneurship education programmes serve as catalysts that accelerate individuals&#x2019; entrepreneurial readiness, thereby creating a generation that is adaptive, innovative and competitive in a dynamic economic environment (Staniewski &#x0026; Szopi&#x0144;ski <xref ref-type="bibr" rid="CIT0046">2015</xref>).</p>
<p>Entrepreneurship education not only provides cognitive and practical skills but also creates and enhances entrepreneurial awareness, which encourages business ideas among individuals (Chang, Yu &#x0026; Huang <xref ref-type="bibr" rid="CIT0014">2025</xref>). Hence, the primary function of entrepreneurship education lies in raising students&#x2019; awareness of the importance of entrepreneurship, presenting it as a viable career option, and strengthening positive attitudes, knowledge and skills in entrepreneurship. Furthermore, entrepreneurship education contributes significantly to improving their entrepreneurial skills, especially when the curriculum design and learning methods align with the needs and dynamics of the labour market (Chang et al. <xref ref-type="bibr" rid="CIT0014">2025</xref>).</p>
<p>Fayolle and Gailly (<xref ref-type="bibr" rid="CIT0017">2008</xref>) have greatly developed the principles of business education as a constructivist education, and their pioneering framework distinguishes between two related levels: The ontological level, based on basic ideas about business and who can be business, and those related to the educational level context, thus moving the field from training intuition to program design based on evidence-based educational science. In essence, this approach suggests that general education is not sufficient to address the various professional skills required in higher education settings. Building on this foundation, Fayolle and Gailly (<xref ref-type="bibr" rid="CIT0018">2015</xref>) further show through long-term evidence that vocational training has a continuous and hysteretic effect on the participants&#x2019; thoughts and feelings after the end of the programme, showing that its effect is more than a short-term one to bring about permanent changes in attitudes and methods.</p>
<p>Crucially, entrepreneurship education does not operate in isolation from the dimensions of entrepreneurial literacy identified earlier. Well-designed entrepreneurship curricula explicitly cultivate financial literacy through business planning exercises and financial decision-making simulations; digital literacy through project-based learning that integrates digital platforms, e-commerce and social media entrepreneurship; and leadership skills through team-based ventures, mentoring interactions and reflective practice. In this way, entrepreneurship education functions as the primary pedagogical vehicle through which the multidimensional competencies of entrepreneurial literacy are developed and consolidated.</p>
<p>It is important to emphasise that entrepreneurship education is not exclusively the domain of business and management students. Students in engineering, health sciences, social sciences and the humanities benefit equally from developing entrepreneurial literacy, as the competencies involved are universally applicable across professional contexts. This cross-disciplinary relevance is consistent with the keyword clusters identified in this study, where entrepreneurial literacy research spans health, technology and social development domains. Broadening the reach of entrepreneurship education across disciplines, therefore, represents one of the most significant pathways for expanding the impact of entrepreneurial literacy in higher education.</p>
</sec>
</sec>
<sec id="s0006">
<title>Research methods and design</title>
<p>This study uses a five-step bibliometric analysis approach, adapted from several previous studies (Ayaviri-Nina, Flores Ruiz &#x0026; Quispe Fernandez <xref ref-type="bibr" rid="CIT0005">2023</xref>; Ibrahim &#x0026; Nurmandi <xref ref-type="bibr" rid="CIT0023">2023</xref>). This approach aims to provide a systematic, objective and comprehensive overview of research developments related to entrepreneurial literacy in higher education. The overall methodological framework and sequence of the bibliometric procedures are illustrated in <xref ref-type="fig" rid="F0001">Figure 1</xref>, which serves as a visual guide to the analytical process applied in this study. Each step is carried out sequentially to ensure the accuracy and relevance of the analysis results.</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Five-step method bibliometric analysis.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="THE-11-716-g001.tif"/>
</fig>
<p><xref ref-type="fig" rid="F0001">Figure 1</xref> illustrates the step-by-step process of research or literature search. Firstly, defining search keywords means selecting key terms and related words that are relevant to the topic. Secondly, initialising search results refers to conducting an initial search to collect a set of relevant sources. Thirdly, refining search results means filtering and narrowing those sources based on relevance, quality, date or other criteria. Fourthly, compiling preliminary data statistics involves organising the selected results and summarising basic information, such as frequencies, categories or trends. Finally, analysing data means interpreting the information collected to identify patterns, generate insights and draw conclusions.</p>
<p>As illustrated in <xref ref-type="fig" rid="F0001">Figure 1</xref>, the analysis began with the formulation and execution of a search strategy. The bibliometric data were collected from the Scopus database on 12 October 2025, which was selected as the sole data source because of its extensive and well-curated content coverage.</p>
<p>Scopus is one of the world&#x2019;s largest abstract and citation databases, covering thousands of scientific journals and conference proceedings globally and regionally, with a rigorous quality assurance system that ensures data integrity and reliability (Baas et al. <xref ref-type="bibr" rid="CIT0006">2020</xref>). Using a single database also ensures consistency in search strategies and data extraction, while avoiding deduplication and metadata inconsistency issues that arise with multiple databases. Moreover, given the substantial overlap between Scopus and Web of Science for high-impact journals (Mart&#x00ED;n-Mart&#x00ED;n et al. <xref ref-type="bibr" rid="CIT0035">2021</xref>), the additional benefit of incorporating other databases would be limited. The keywords used were &#x2018;entrepreneurial literacy&#x2019; or &#x2018;entrepreneurship literacy&#x2019; and &#x2018;entrepreneur education&#x2019; or &#x2018;entrepreneurship education&#x2019;, to ensure a broad search scope while remaining specific to the research focus.</p>
<p>An initial search of the Scopus database yielded 408 publications related to entrepreneurial literacy in higher education, comprising journal articles and conference proceedings from 2005 to 12 October 2025. The timeframe of 2005 to 2025 was established, taking into account significant global policy momentum, namely the publication of the United Nations Educational, Scientific and Cultural Organization &#x2013; International Labour Organization (UNESCO &#x2013; ILO) report entitled &#x2018;Towards an Entrepreneurial Culture for the 21st Century&#x2019;. This report marked the starting point of an international policy movement that encouraged the strengthening of the entrepreneurial spirit through formal education, while simultaneously changing the way entrepreneurial literacy was positioned in university curricula globally. The year 2005 was chosen as the starting point to capture the development of scientific discourse that began to grow along with this policy shift, while the year 2025 reflects the most recent data available at the time of this research.</p>
<p>The dataset was subsequently refined to improve relevance and data quality by removing duplicate records and publications that did not align with the research focus. In this stage, the initial search results were filtered to remove duplicates and irrelevant publications. The inclusion criteria were publications in the form of articles and conference papers, resulting in 336 articles. The search results were exported as Research Information Systems (RIS) and Comma-Separated Values (CSV) files for further analysis.</p>
<p>Following data refinement, preliminary descriptive statistics were compiled from the cleaned dataset. These statistics included publication year, author, affiliated institution and journal source, which were identified from the previously saved CSV file. Articles with incomplete information were supplemented. Articles were then grouped by year and publication source.</p>
<p>As shown in <xref ref-type="fig" rid="F0001">Figure 1</xref>, the final stage involved bibliometric analysis and visualisation using VOSviewer, a widely used software tool for bibliometric mapping and network analysis (Li &#x0026; Wei <xref ref-type="bibr" rid="CIT0032">2022</xref>; Van Eck &#x0026; Waltman <xref ref-type="bibr" rid="CIT0049">2010</xref>). VOSviewer was used to visualise collaboration networks between authors, institutions and research keywords. VOSviewer was employed to generate visual representations of co-authorship networks, institutional collaboration patterns and keyword co-occurrence relationships. These visualisations supported the identification of dominant research themes, collaboration structures and intellectual linkages within the entrepreneurial literacy literature.</p>
<fig id="F0002">
<label>FIGURE 2</label>
<caption><p>Keywords analysis related to entrepreneurial literacy.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="THE-11-716-g002.tif"/>
</fig>
<p>To ensure the quality and reliability of the articles included in the analysis, several data quality control measures were implemented. Firstly, the dataset was limited to publications indexed in the Scopus database, which uses stringent journal selection criteria and ongoing quality control to maintain bibliographic integrity (Baas et al. <xref ref-type="bibr" rid="CIT0006">2020</xref>). Secondly, only articles from peer-reviewed journals and conference proceedings published in English were included, excluding non-scholarly publications. Thirdly, the dataset was cleaned by removing duplicate entries and publications not directly relevant to business competencies in the context of higher education, based on title, abstract and keywords. These steps were taken to improve the accuracy, consistency and reliability of the bibliographic dataset.</p>
<p>This study also highlights the limitations of VOSviewer as a bibliographic visualisation tool. While VOSviewer can efficiently map relationships between authors, institutions and keywords, the results depend on the quality of the input metadata and the logic of the frequency-based correlation analysis (Van Eck &#x0026; Waltman <xref ref-type="bibr" rid="CIT0049">2010</xref>).</p>
</sec>
<sec id="s0007">
<title>Results</title>
<sec id="s20008">
<title>Keywords analysis</title>
<p>The co-occurrence map reveals four distinct clusters: Firstly, entrepreneurship, youth and higher education; secondly, entrepreneurship education, digital literacy and digital transformation; thirdly, financial literacy and entrepreneurial intention; and fourthly, student innovation and education. The connecting lines between clusters indicate a shift in research focus from entrepreneurship as business creation to entrepreneurship as a digital, financial and social capability fostered within the higher education ecosystem. Meta-analytic evidence suggests that entrepreneurship education programmes effectively increase entrepreneurial intention when designed with a robust quasi-experimental design (pre-post with a control group), indicating that explicit learning about entrepreneurship does indeed influence student intention. However, the effects vary by context and curriculum design (Mart&#x00ED;nez-Gregorio, Badenes-Ribera &#x0026; Oliver <xref ref-type="bibr" rid="CIT0034">2021</xref>).</p>
<p>The strengths of the green cluster are entrepreneurship education and digital literacy, which align with the digital transformation of higher education, where learning is transforming into a digital learning space and students&#x2019; digital competencies are becoming prerequisites for academic performance and job readiness. A study in the <italic>Computers &#x0026; Education</italic> journal confirms that this transformation is not simply the adoption of technology, but the creation of new learning spaces that change the role of institutions, pedagogy and student interactions, which in turn influences how entrepreneurship education is implemented (Bygstad et al. <xref ref-type="bibr" rid="CIT0011">2022</xref>). Consistent with this, recent research shows that digital entrepreneurship education can foster digital entrepreneurial intention while expanding the use of social media for entrepreneurial activities; curricula need to integrate digital projects, platformisation and online ecosystems to have an impact (Wibowo et al. <xref ref-type="bibr" rid="CIT0052">2023</xref>).</p>
<p>The yellow cluster highlights financial literacy as the foundation of entrepreneurial competence. In a multicontext empirical study, financial literacy was related to entrepreneurial intention both directly and through savings behaviour; the mediation of savings behaviour explains why, in some populations, the direct relationship is weak but the indirect path is strong. These findings are crucial for the design of entrepreneurship education, as financial record-keeping modules, cash flow planning bootcamps and startup funding simulations strengthen behavioural pathways relevant to entrepreneurial intentions (Alshebami &#x0026; Al Marri <xref ref-type="bibr" rid="CIT0001">2022</xref>). Another study confirmed that enriching students&#x2019; digital capabilities amplifies the influence of financial literacy on entrepreneurial intentions, indicating a combined effect between financial literacy and digital literacy as core graduate capabilities. More broadly, recent conceptual mapping shows that the key factors influencing students&#x2019; entrepreneurial intentions remain consistent (attitudes, subjective norms, efficacy, campus support), but the weight of digital and financial literacy increases in the digital economy ecosystem (Xanthopoulou &#x0026; Sahinidis <xref ref-type="bibr" rid="CIT0053">2024</xref>).</p>
<p>On the blue side, social entrepreneurship emerged strongly and was linked to students and innovation. In 2024, it was evident that digital literacy not only increased social entrepreneurial intentions but also initial behaviour, bridging the gap between intentions and actions. It means that a curriculum that integrates data-based social problem-solving, digital marketing and impact measurement practices is more likely to result in real action rather than just intentions (Ip <xref ref-type="bibr" rid="CIT0024">2024</xref>).</p>
</sec>
<sec id="s20009">
<title>Overlay map</title>
<p>Based on the output results in <xref ref-type="fig" rid="F0003">Figure 3</xref>, the map shows four interconnected clusters: Firstly, entrepreneurship, students and higher education; secondly, entrepreneurship education, digital literacy and digital transformation; thirdly, financial literacy and entrepreneur intention; and fourthly, innovation, education and social entrepreneurship.</p>
<fig id="F0003">
<label>FIGURE 3</label>
<caption><p>Overlay maps.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="THE-11-716-g003.tif"/>
</fig>
<p>The colour gradation shows that the keywords digital literacy, digital entrepreneurship, digital economy and entrepreneurial mindset tend to be yellow or light green (more recent), while education, innovation and entrepreneurship are on the blue to purple spectrum (earlier). It indicates a shift in the agenda from starting a business to digital capabilities, with financial and social aspects formed within the campus ecosystem. Meta-evidence findings remain consistent, indicating that entrepreneurship education increases students&#x2019; entrepreneurial intentions when designed robustly in pre-post and control group studies, although the magnitude of the effect depends on the design and context (Deng &#x0026; Wang <xref ref-type="bibr" rid="CIT0015">2023</xref>).</p>
<p>The entrepreneurship education and digital literacy clusters are strengthening alongside the digital transformation of higher education. Journals such as <italic>Computers &#x0026; Education</italic> show the emergence of digital learning spaces, which go beyond platform adoption to reengineering institutional roles, pedagogy and student interactions (Bygstad et al. <xref ref-type="bibr" rid="CIT0011">2022</xref>). The knock-on effect: The way we design entrepreneurship education is also changing, with examples including digital projects, platform simulations and cross-disciplinary collaborative work. Research at <italic>Heliyon</italic> shows that digital entrepreneurship education significantly increases digital entrepreneurial intention and the use of social media for entrepreneurial activities, emphasising the need for curricula to integrate project-based learning, platformisation and online ecosystems (Wibowo et al. <xref ref-type="bibr" rid="CIT0052">2023</xref>). Bibliometric studies from 2010 to 2023 confirm the surge in the theme of digital entrepreneurial intention and its relationship to digitalisation (Ismail &#x0026; Wan Hussain <xref ref-type="bibr" rid="CIT0025">2024</xref>).</p>
<p>The financial literacy and intention clusters serve as the foundation linking students&#x2019; economic preparedness to entrepreneurial behaviour. Multicontext evidence suggests that financial literacy influences intention and saving behaviour can mediate this relationship and guide more applicable curricula such as cash flow modules, budgeting and funding simulations (Alshebami &#x0026; Al Marri <xref ref-type="bibr" rid="CIT0001">2022</xref>). Hence, financial literacy is also correlated with students&#x2019; risk-taking propensity, which suggests the importance of risk literacy and data-driven decision-making in entrepreneurship education (Garc&#x00ED;a-Gonz&#x00E1;lez &#x0026; Ram&#x00ED;rez-Montoya <xref ref-type="bibr" rid="CIT0019">2021</xref>). Furthermore, findings in behavioural sciences confirm that digital capabilities strengthen the pathway from financial literacy to intention and entrepreneurship mediates both capabilities towards intention.</p>
<p>In the innovation and social entrepreneurship cluster, digital literacy not only increases intentions but also nascent behaviours (initial actions), thus helping to close the intention-action gap. Consequently, entrepreneurship education that integrates data-driven social problem-solving, digital marketing and impact measurement is more likely to generate action (Ip <xref ref-type="bibr" rid="CIT0024">2024</xref>). At the same time, a systematic review maps show that digital technology and innovation strengthen students&#x2019; entrepreneurial motivation and intentions, despite persistent barriers to infrastructure, faculty readiness and campus governance, which are reflected in the students&#x2019; innovation pathway map (Somi&#x00E0;, Lechner &#x0026; Pittaway <xref ref-type="bibr" rid="CIT0045">2024</xref>).</p>
<p>Finally, a 2025 study in the <italic>Journal of Innovation &#x0026; Knowledge</italic> showed that when entrepreneurship education explicitly targets digital entrepreneurship, the impact on digital entrepreneurial intention is more substantial, including among non-business students, opening up cross-disciplinary opportunities that are also reflected in student innovation (Liang et al. <xref ref-type="bibr" rid="CIT0030">2025</xref>). Overall, the overlay map and current literature imply three design priorities for strengthening entrepreneurial literacy in higher education: First, embedding digital and financial literacy as core dimensions of entrepreneurial literacy; second, tying intention to behaviour through authentic projects (including the social/digital realm) to translate entrepreneurial literacy into action; and third, building the curriculum on the campus&#x2019; digital learning space architecture to sustain the development of entrepreneurial literacy across disciplines.</p>
</sec>
<sec id="s20010">
<title>Density visualisation</title>
<p><xref ref-type="fig" rid="F0004">Figure 4</xref> shows the global research keyword density map, which displays areas coloured yellow to light green. These areas represent the most common or frequently discussed topics. These could be considered study zones with the highest activity.</p>
<fig id="F0004">
<label>FIGURE 4</label>
<caption><p>The global research keyword density map.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="THE-11-716-g004.tif"/>
</fig>
<p>The terms entrepreneurship, entrepreneurship education and college students have the highest number of points. This visual pattern is slowly spreading to include digital literacy and financial literacy. It is evident that over the past 5 years, researchers have not only observed people wanting to start their own businesses but also the importance of having basic skills such as digital literacy and financial literacy. This study also views higher education as a way to develop these skills (Wibowo et al. <xref ref-type="bibr" rid="CIT0052">2023</xref>). The right side clearly shows that digital literacy is related to the idea of digital business and the digital economy. Ismail and Wan Hussain (<xref ref-type="bibr" rid="CIT0025">2024</xref>) and Pham et al. (<xref ref-type="bibr" rid="CIT0041">2024</xref>) state that project-based digital entrepreneurship learning and the use of online tools have become essential factors in students&#x2019; plans to become digital entrepreneurs.</p>
<p>On the other hand, financial knowledge is shown as a dense cluster in the bottom left corner of the map. This cluster is directly related to plans to become entrepreneurs. Several studies (Alshebami &#x0026; Al Marri <xref ref-type="bibr" rid="CIT0001">2022</xref>) show that teaching students about money has a positive impact on their money management behaviour, such as making them more likely to save and be prepared to manage business capital. At the top of the map, the theme of social entrepreneurship relates to education and new ideas. It indicates that researchers are now more interested in making a difference in the world. Currently, digital literacy in the early stages of a business acts as a bridge between initial plans and concrete actions. In conclusion, the overall heatmap reflects the current perspective of studies, where entrepreneurship in higher education should improve students&#x2019; overall digital, financial and social skills, rather than simply teaching business theory.</p>
</sec>
</sec>
<sec id="s0011">
<title>Discussion</title>
<p>This study is explicitly positioned as a global bibliometric analysis, as the dataset was compiled from the Scopus database without geographical restrictions and includes publications from multiple regions, including Africa, Asia, Europe, Latin America and North America. Accordingly, the observed prominence of African contexts reflects a higher volume of publications in the dataset rather than an intentional regional focus or analytical bias of the authors. This positioning is important for interpreting the bibliometric maps presented in this section, which reflect global research concentrations and thematic patterns rather than region-specific evaluations or policy outcomes.</p>
<p>In this study, entrepreneurial literacy is positioned as a central analytical construct and understood as a multidimensional capability encompassing digital literacy, financial literacy, opportunity recognition and action-oriented entrepreneurial understanding in the context of higher education. Therefore, the bibliometric patterns discussed in this section, such as the importance of digital competency, financial competency, entrepreneurial intention and social entrepreneurship, are interpreted as interrelated dimensions through which entrepreneurial competency is conceptualised and operationalised in the global literature, rather than as a single entity.</p>
<p>From the keyword analysis explanation, the co-occurrence network suggests a set of recurrent thematic patterns that may inform curriculum-related discussions when interpreted cautiously and in conjunction with existing empirical evidence, rather than providing direct policy prescriptions. Based on these patterns, three broad areas of emphasis frequently discussed in the literature can be identified. Firstly, strengthening evidence-based entrepreneurship education using instructional design with authentic experiences, pre-post evaluations and experiential learning components to maximise the impact on entrepreneurial intention (Mart&#x00ED;nez-Gregorio et al. <xref ref-type="bibr" rid="CIT0034">2021</xref>). Secondly, the prominence of digital literacy within the keyword network reflects sustained scholarly attention to digital capabilities in entrepreneurship-related research. Empirical studies suggest that digital literacy can mediate the relationship between entrepreneurship education and digital entrepreneurial intention, particularly in platform-based and online business contexts (Wibowo et al. <xref ref-type="bibr" rid="CIT0052">2023</xref>). Thirdly, financial foundations as a prerequisite: Practice-oriented financial literacy modules such as budgeting, savings and small business financing strengthen the behavioural pathway to intention, especially in the context of first-time students (Alshebami &#x0026; Al Marri <xref ref-type="bibr" rid="CIT0001">2022</xref>).</p>
<p>Additional findings from 2023 to 2025 found that financial literacy is also related to students&#x2019; risk-taking propensity (a psychological mechanism relevant to entrepreneurship), suggesting that financial interventions should be paired with risk literacy training and data-driven decision-making (Wibowo et al. <xref ref-type="bibr" rid="CIT0052">2023</xref>). Similarly, a recent systematic review mapped how digital technology and innovation strengthen students&#x2019; entrepreneurial motivation and intentions, but highlighted gaps in infrastructure, faculty competency and campus policies that need to be addressed for effective curriculum transformation (Pittaway &#x0026; Cope <xref ref-type="bibr" rid="CIT0042">2007</xref>; Somi&#x00E0; et al. <xref ref-type="bibr" rid="CIT0045">2024</xref>). Finally, recent evidence suggests that when entrepreneurship education explicitly addresses digital entrepreneurship, the impact on digital intentions is more substantial among non-business students, illustrating the cross-disciplinary opportunities also evident in the connections between students and innovation on the map (Liang et al. <xref ref-type="bibr" rid="CIT0030">2025</xref>).</p>
<p>Overall, the co-occurrence map and evidence from the past 5 years conclude that the most effective entrepreneurship education ecosystems in higher education are those that cultivate entrepreneurial literacy holistically by integrating digital and financial literacy as its core dimensions, linking entrepreneurial intentions and behaviours through authentic projects and embedding these efforts within the university&#x2019;s digital learning architecture. It is not just a collection of keywords, but a mainstream research stream worthy of being used as a curriculum framework and a further research agenda.</p>
<p>There are three points to discuss based on the co-occurrence density visualisation results. Firstly, the effectiveness of entrepreneurship education in fostering entrepreneurial literacy has been repeatedly confirmed in student populations, where programmes demonstrably increase entrepreneurial intentions, a key behavioural indicator of entrepreneurial literacy across various demographic groups.</p>
<p>However, the magnitude of the effect varies depending on programme design and student characteristics (Deng &#x0026; Wang <xref ref-type="bibr" rid="CIT0015">2023</xref>). In the digital ecosystem, entrepreneurship education that explicitly targets digital entrepreneurship has proven more effective in driving digital entrepreneurial intentions, especially when utilising social media and online platforms as vehicles for authentic projects (Pham et al. <xref ref-type="bibr" rid="CIT0041">2024</xref>; Wibowo et al. <xref ref-type="bibr" rid="CIT0052">2023</xref>). Bibliometric trends also show a surge in the topic of digital entrepreneurial intentions post-pandemic, signalling a consensus in the field that digitalisation is becoming a new pivot for student entrepreneurship (Ismail &#x0026; Wan Hussain <xref ref-type="bibr" rid="CIT0025">2024</xref>). Secondly, financial literacy occupies a strategic position as a foundational pillar of entrepreneurial literacy, extending well beyond being merely a control variable. Multicontext evidence suggests that entrepreneurial literacy influences entrepreneurial intentions directly and indirectly (through financial behaviours such as saving and planning), so curricula should include cash flow simulations, budgeting training and small-scale funding strategies (Alshebami &#x0026; Al Marri <xref ref-type="bibr" rid="CIT0001">2022</xref>).</p>
<p>The digital dimension of entrepreneurial literacy further strengthens its financial dimension, underscoring the importance of integrating both digital and financial competencies as inseparable components of a comprehensive entrepreneurial literacy framework for graduates. Thirdly, heat maps in the field of social entrepreneurship emphasise the urgency of impact orientation. Recent evidence suggests that entrepreneurial literacy not only increases social entrepreneurial intentions but also initial actions (Ip <xref ref-type="bibr" rid="CIT0024">2024</xref>). It means that to close the intention-action gap, Entrepreneurship Education needs to integrate data-driven problem-solving, digital marketing, social issues and impact measurement practices.</p>
<p>Research gaps identified in the map and literature include the limited number of integrated mediation and moderation tests examining how digital and financial literacy jointly contribute to holistic entrepreneurial literacy within a comprehensive entrepreneurship education model, the lack of cross-disciplinary tests for non-business students in the context of entrepreneurial literacy, and the need for long-term causal evidence related to the shift from intention to action through longitudinal designs or field experiments. To address these gaps, universities are now targeting sustainability-oriented entrepreneurship education, which incorporates the dimensions of profit, people and planet (Asad, Al Fryan &#x0026; Shomo <xref ref-type="bibr" rid="CIT0003">2025</xref>), as well as academic performance in digital learning spaces (Zakir et al. <xref ref-type="bibr" rid="CIT0056">2025</xref>).</p>
<sec id="s20012">
<title>Practical implications</title>
<p>The results of this study have practical implications for the curriculum, namely, redesigning learning to be experiential and project-based, based on digital platforms, to be relevant to the hot zone of digital entrepreneurship (Pham et al. <xref ref-type="bibr" rid="CIT0041">2024</xref>; Wibowo et al. <xref ref-type="bibr" rid="CIT0052">2023</xref>). Mainstream financial literacy as a mandatory and applicable module, such as budgeting, cash flow and microfinance, to activate the behavioural pathway to intention (Alshebami &#x0026; Al Marri <xref ref-type="bibr" rid="CIT0001">2022</xref>). Integrate social and sustainability orientation into digital projects to help the transition from intention to measurable action (Asad et al. <xref ref-type="bibr" rid="CIT0003">2025</xref>; Ip <xref ref-type="bibr" rid="CIT0024">2024</xref>). Develop campus digital learning space architecture to support student digital literacy and its impact on academic performance (Zakir et al. <xref ref-type="bibr" rid="CIT0056">2025</xref>).</p>
</sec>
<sec id="s20013">
<title>Limitations</title>
<p>This research has several methodological limitations that require consideration. Firstly, the bibliometric analysis in this study used only the Scopus database, thus potentially overlooking relevant publications indexed in other databases such as Web of Science or Google Scholar. Secondly, the quality of the metadata used is highly dependent on the completeness and accuracy of the data available in Scopus, so potential inconsistencies or misrepresentations could impact the analysis results. Thirdly, the language restriction to English-language publications has the potential to overlook important contributions from research in other languages, potentially biasing the global representation of research. Fourthly, the identification of research themes depends on author-selected keywords and metadata quality, which may result in conceptual overlap between entrepreneurial literacy and closely related constructs such as entrepreneurship education, financial literacy and digital literacy. Finally, although the dataset is global, this study does not conduct a fully comparative regional analysis, limiting deeper insights into geographical differences in the conceptualisation of entrepreneurial literacy.</p>
<p>For future research, it is recommended to integrate multiple database sources to increase data coverage and representativeness. Furthermore, the use of data cleaning techniques and more in-depth metadata validation is necessary to enhance the accuracy of the analysis. Future research could also consider including multilingual publications to obtain a more comprehensive picture of the development of the topic under study. Furthermore, a mixed-methods approach that combines bibliometric analysis with qualitative or systematic studies could also provide a deeper understanding of the dynamics of research in this field.</p>
</sec>
</sec>
<sec id="s0014">
<title>Conclusion</title>
<p>This study analysed 336 publications from 2005 to 2025, providing a comprehensive overview of the intellectual landscape in entrepreneurial literacy and related fields. The analysis revealed several key trends, including accelerated research growth, particularly after 2019, and a significant shift from exclusively business-oriented approaches to more interdisciplinary ones reflecting the increasingly multidimensional nature of entrepreneurial literacy. Four key research clusters were identified: Student entrepreneurship in higher education, entrepreneurship education and digital transformation, financial literacy and entrepreneurial intentions, and innovation and social entrepreneurship. All of which collectively constitute the digital, financial and social dimensions through which entrepreneurial literacy is conceptualised and operationalised in the global literature. Despite this progress, significant research gaps remain, such as the lack of integrated models that treat these dimensions as unified components of entrepreneurial literacy, limited interdisciplinary research on entrepreneurial literacy development involving students from non-business backgrounds, and the gap between entrepreneurial intentions and actions, which requires longitudinal research. These findings have several practical implications for curriculum design, including the implementation of experiential and project-based learning through digital platforms, the integration of financial literacy modules, the adoption of sustainability approaches, and the development of robust digital learning architectures, all aimed at strengthening entrepreneurial literacy among graduates. In the future, the field will benefit from integrated and interdisciplinary approaches, longitudinal studies and field experiments that generate evidence-based knowledge on entrepreneurial literacy, thus supporting more effective and applicable entrepreneurship education strategies.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<sec id="s20015" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors Jean E. Marna, Mega A. Zona, Oknaryana and Annur F. Hayati have declared that no competing interests exist that could have inappropriately influenced the writing of this article.</p>
</sec>
<sec id="s20016">
<title>CRediT authorship contribution</title>
<p>Jean E. Marna: Conceptualisation, funding acquisition, resources, writing &#x2013; original draft and writing &#x2013; review &#x0026; editing. Mega A. Zona: Methodology, project administration and writing &#x2013; review &#x0026; editing. Oknaryana: Formal analysis and validation. Annur F. Hayati: Data curation and visualisation. All authors reviewed the article, contributed to the discussion of results, approved the final version for submission and publication, and take responsibility for the integrity of its findings.</p>
</sec>
<sec id="s20017">
<title>Ethical considerations</title>
<p>This article followed all ethical standards for research without direct contact with human or animal subjects.</p>
</sec>
<sec id="s20018" sec-type="data-availability">
<title>Data availability</title>
<p>Data sharing is not applicable to this article as no new data were created or analysed in this study.</p>
</sec>
<sec id="s20019">
<title>Disclaimer</title>
<p>The views and opinions expressed in this article are those of the authors and are the product of professional research. They do not necessarily reflect the official policy or position of any affiliated institution, funder, agency or that of the publisher. The authors are responsible for this article&#x2019;s results, findings and content.</p>
</sec>
</ack>
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<fn><p><bold>How to cite this article:</bold> Marna, J.E., Zona, M.A., Oknaryana, O. &#x0026; Hayati, A.F., 2026, &#x2018;Entrepreneurial literacy in higher education: A global bibliometric perspective&#x2019;, <italic>Transformation in Higher Education</italic> 11(0), a716. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/the.v11i0.716">https://doi.org/10.4102/the.v11i0.716</ext-link></p></fn>
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