<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="systematic-review" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.178134.2</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Systematic Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Cultural dynamics in entrepreneurial education: Barriers, perceptions, and transformation pathways</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 2; peer review: 1 approved with reservations, 1 not approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Valencia-Arias</surname>
                        <given-names>Alejandro</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Gallegos</surname>
                        <given-names>Ada</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Valencia</surname>
                        <given-names>Jackeline</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-6524-9577</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>G&#x00f3;mez-Bayona</surname>
                        <given-names>Ledy</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Gallegos Pacheco</surname>
                        <given-names>Rutsmy Angel Manuel</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Instituto de Investigaci&#x00f3;n de Estudios de la Mujer, Universidad Ricardo Palma, Santiago de Surco, 15039, Peru</aff>
                <aff id="a2">
                    <label>2</label>Vicerrector&#x00ed;a de Investigaci&#x00f3;n y postgrado, Universidad de Los Lagos, Osorno, Los Lagos Region, 5290000, Chile</aff>
                <aff id="a3">
                    <label>3</label>Coordinaci&#x00f3;n de Investigaci&#x00f3;n, Institucion Universitaria Marco Fidel Suarez, Medell&#x00ed;n, Antioquia, 50010, Colombia</aff>
                <aff id="a4">
                    <label>4</label>Enfermer&#x00ed;a, Universidad Nacional de Educacion Enrique Guzman y Valle, Lima District, Lima Region, 15453, Peru</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:javalenciar@gmail.com">javalenciar@gmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>16</day>
                <month>4</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>315</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>1</day>
                    <month>4</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Valencia-Arias A et al.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/15-315/pdf"/>
            <abstract>
                <p>Women&#x2019;s entrepreneurial education has been increasingly recognized as a mechanism for promoting gender equality and economic participation in rural contexts. However, persistent cultural, symbolic, and structural barriers continue to limit women&#x2019;s access to training, leadership opportunities, and innovation ecosystems, particularly in Latin America.</p>
                <sec>
                    <title>Methods</title>
                    <p>A systematic review was conducted following the PRISMA 2020 guidelines. Searches were performed in Scopus and Web of Science between January and September 2025. Studies published between 2015 and 2025 in English or Spanish were included if they addressed women&#x2019;s entrepreneurial education, leadership, or cultural barriers in rural or comparable contexts. A total of 842 records were identified, and after screening and eligibility assessment, 129 studies were included in the qualitative synthesis and 45 in the in-depth analysis.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>The findings indicate that institutional constraints, educational inequalities, and persistent gender stereotypes are the most frequently reported barriers. Facilitating factors include sociocultural support, visible role models, inclusive educational programs, and gender-oriented public policies. Women&#x2019;s leadership is commonly described as collaborative and community-oriented, with documented associations to entrepreneurial self-efficacy, economic participation, and community resilience.</p>
                </sec>
                <sec>
                    <title>Conclusions</title>
                    <p>Entrepreneurial education functions as a mediating mechanism within rural ecosystems, transforming structural and symbolic barriers into opportunities for empowerment and leadership. These findings contribute to a more comprehensive understanding of the cultural and institutional conditions shaping women&#x2019;s entrepreneurial education and leadership in rural contexts.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Women's entrepreneurship education</kwd>
                <kwd>cultural barriers</kwd>
                <kwd>female leadership</kwd>
                <kwd>gender equality</kwd>
                <kwd>social transformation</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
        <notes>
            <sec sec-type="version-changes">
                <label>Revised</label>
                <title>Amendments from Version 1</title>
                <p>This revised version of the manuscript incorporates several substantive improvements in response to reviewer feedback, aimed at enhancing its conceptual clarity, methodological transparency, and overall contribution. First, the title has been refined to better reflect the broader scope and objectives of the study. The introduction has been strengthened through the explicit identification of research gaps and the integration of recent literature, thereby clarifying the study&#x2019;s novelty and relevance. Additionally, Table 1 has been significantly expanded to include detailed information on each study&#x2019;s themes, methodology, context, and key findings, improving the comparative depth of the review. The methodology section now provides a more robust justification of the analytical approach, ensuring transparency and replicability. The manuscript further incorporates a set of theoretical propositions derived from the systematic literature review, reinforcing the conceptual framework. The discussion section has been substantially revised to deepen its theoretical grounding, strengthen its connection with existing literature, and clearly articulate the study&#x2019;s contributions. Finally, the implications, limitations, and future research directions have been more thoroughly developed and integrated, offering a more cohesive and insightful interpretation of the findings.</p>
            </sec>
        </notes>
    </front>
    <body>
        <sec id="sec4" sec-type="intro">
            <title>1. Introduction</title>
            <p>Women&#x2019;s entrepreneurial education has been identified as a fundamental component of sustainable development, promoting economic autonomy, leadership, and the active participation of women in the social and productive transformation of communities. In rural contexts, the scope of this educational approach extends beyond the mere establishment of business enterprises. It encompasses the acquisition of competencies, principles, and mindsets that fortify the capacity to generate innovative solutions, adapt to environmental change, and spearhead local development initiatives. Consequently, it is configured as a strategic axis for gender equality, contributing to the closure of gaps in access to education, employment, and productive resources (
                <xref ref-type="bibr" rid="ref23">Miran &amp; G&#x00fc;ltekin, 2024</xref>; 
                <xref ref-type="bibr" rid="ref34">Sheena, n.d.</xref>). Nevertheless, the consolidation of women&#x2019;s entrepreneurial education is confronted by numerous cultural barriers that impede women&#x2019;s participation and leadership. These include gender stereotypes, patriarchal structures, the sexual division of labour, and the low value placed on women&#x2019;s knowledge in rural environments.</p>
            <p>These conditions have been shown to restrict the development of entrepreneurial skills and diminish the visibility of women as agents of change (
                <xref ref-type="bibr" rid="ref10">Christodoulou et al., 2024</xref>; 
                <xref ref-type="bibr" rid="ref27">Nevi et al., 2025</xref>). This is consistent with research demonstrating the persistence of social and cultural biases affecting entrepreneurial motivations, opportunities, and strategies in different contexts. The analysis of this phenomenon from a rural perspective facilitates comprehension of the manner in which cultural dynamics influence the sustainability of productive projects and the social transformation of communities. Within this framework, entrepreneurial education is aligned with the Sustainable Development Goals, particularly SDG 5 (Gender Equality) and SDG 8 (Decent Work and Economic Growth), as well as with national policies aimed at inclusion, empowerment, and territorial equity. This approach underscores the necessity to implement educational and leadership strategies that address sociocultural barriers, empower women&#x2019;s innovation, and fortify rural entrepreneurial ecosystems (
                <xref ref-type="bibr" rid="ref10">Christodoulou et al., 2024</xref>; 
                <xref ref-type="bibr" rid="ref27">Nevi et al., 2025</xref>).</p>
            <p>The importance of entrepreneurial education for women in achieving sustainable development and reducing inequalities is widely acknowledged. However, a knowledge gap persists regarding the limited integration of cultural and leadership dimensions in rural contexts. The extant literature addresses the role of women in entrepreneurial processes in a fragmented way, without sufficiently integrating the sociocultural factors that influence their participation and the dynamics of community leadership. This disconnection gives rise to lacunae in the comprehension of cultural structures, belief systems, and social mores that influence the consolidation of projects led by rural women, which curtails the formulation of policies and programs tailored to their realities (
                <xref ref-type="bibr" rid="ref25">Naguib, 2024</xref>; 
                <xref ref-type="bibr" rid="ref1">Abd El Basset et al., 2024</xref>). Empirical evidence demonstrates that the underrepresentation of women in rural entrepreneurship is associated with cultural and symbolic factors that perpetuate unequal power relations.</p>
            <p>Patriarchal structures continue to exert a significant influence on the social and economic roles of men and women, thereby restricting women&#x2019;s autonomy and decision-making power. Furthermore, the sexual division of labour and the undervaluation of knowledge generated by women serve to reinforce their exclusion from economic and political leadership positions. In many cases, the phenomenon of women&#x2019;s entrepreneurship is perceived as an extension of domestic work or a secondary activity, thereby reinforcing the idea of a subordinate role in local economic development (
                <xref ref-type="bibr" rid="ref22">Miralam et al., 2025</xref>; 
                <xref ref-type="bibr" rid="ref2">Ahmed et al., 2025</xref>).</p>
            <p>Moreover, a paucity of integration has been identified among educational, social, and economic approaches aimed at enhancing women&#x2019;s participation in rural areas. It is evident that entrepreneurship education programmes tend to prioritise the cultivation of technical and financial competencies. However, there is a conspicuous absence of emphasis on the symbolic barriers, socialisation patterns, and power structures that impede knowledge acquisition. This absence of coherence has the effect of limiting the creation of transformative processes that incorporate women&#x2019;s leadership as a strategic component of social change (
                <xref ref-type="bibr" rid="ref25">Naguib, 2024</xref>; 
                <xref ref-type="bibr" rid="ref22">Miralam et al., 2025</xref>).</p>
            <p>In order to comprehend the cultural patterns that influence women&#x2019;s entrepreneurial education and the configuration of rural leadership, a comparative and contextual analysis is necessary. This analysis facilitates the identification of mechanisms of exclusion and the strategies of cultural resistance developed by women, thereby providing theoretical and empirical evidence for the re-definition of educational and community practices. The knowledge gap pertains to the limited understanding of the interactions between education, culture, and rural women&#x2019;s leadership, underscoring the relevance of a study that examines these links from a transformative perspective (
                <xref ref-type="bibr" rid="ref1">Abd El Basset et al., 2024</xref>; 
                <xref ref-type="bibr" rid="ref2">Ahmed et al., 2025</xref>).</p>
            <p>Entrepreneurial education has become a critical mechanism for fostering economic growth, innovation, and job creation, particularly in contexts characterized by uncertainty and structural transformations. Previous studies have highlighted that entrepreneurship contributes not only to economic development but also to social value creation and improved quality of life (
                <xref ref-type="bibr" rid="ref56">Cardella et al., 2024</xref>). In this sense, universities play a key role in promoting entrepreneurial competencies and intentions among students, positioning entrepreneurial education as a strategic priority in higher education systems.</p>
            <p>Empirical evidence has consistently demonstrated that entrepreneurship education positively influences entrepreneurial intention by enhancing motivation, skills, and attitudes toward venture creation (
                <xref ref-type="bibr" rid="ref54">Barba-S&#x00e1;nchez &amp; Atienza-Sahuquillo, 2018</xref>). This relationship is particularly relevant in knowledge-based economies, where students are expected to develop both technical and entrepreneurial competencies to respond to labor market demands.</p>
            <p>Recent studies have also emphasized the importance of contextual and individual factors in shaping entrepreneurial intentions. For instance, the COVID-19 pandemic has revealed how psychological resources such as optimism and proactivity can influence entrepreneurial intention in adverse environments (
                <xref ref-type="bibr" rid="ref56">Cardella et al., 2024</xref>). Similarly, emerging research highlights the role of sustainability-oriented variables, such as ecological awareness, and gender differences in shaping entrepreneurial intentions, indicating that entrepreneurial education must adapt to evolving societal and environmental challenges (
                <xref ref-type="bibr" rid="ref55">Atienza-Barba et al., 2025</xref>).</p>
            <p>Despite these advances, there is still a need for integrative approaches that consider cultural dynamics as a central element in entrepreneurial education. This study responds to this need by examining how cultural barriers, perceptions, and transformation strategies interact to shape entrepreneurial education processes.</p>
            <p>Despite the growing body of literature on entrepreneurial education, existing studies have predominantly focused on general pedagogical approaches, often overlooking the role of cultural dynamics as a structuring factor influencing learning processes and entrepreneurial intentions. In particular, there is a limited understanding of how cultural barriers interact with individual perceptions and institutional conditions to shape entrepreneurial education outcomes.</p>
            <p>Furthermore, prior research has tended to analyze these dimensions in isolation, lacking an integrative perspective that connects barriers, perceptions, and transformation strategies within a unified analytical framework. Therefore, restricts the development of context-sensitive educational interventions, especially in environments where cultural norms strongly influence participation and engagement.</p>
            <p>To address these gaps, this study offers a comprehensive analysis of cultural influences in entrepreneurial education by integrating three key dimensions: barriers, perceptions, and transformation pathways. The study contributes to the literature by proposing a multidimensional perspective that not only identifies constraints but also highlights actionable strategies for educational transformation. In doing so, it advances current knowledge by linking cultural context with practical implications for the design of more inclusive and effective entrepreneurial education programs.</p>
            <p>The objective of this research is to identify the cultural barriers and transformative factors that influence entrepreneurial education and women&#x2019;s leadership in rural Latin American contexts. In order to achieve this objective, a series of questions have been devised to guide understanding of the cultural barriers and transformative factors associated with women&#x2019;s leadership in rural contexts.
                <list list-type="order">
                    <list-item>
                        <label>1.</label>
                        <p>What characteristics define the most frequent leadership models among rural women according to the academic literature?</p>
                    </list-item>
                    <list-item>
                        <label>2.</label>
                        <p>What social, cultural, or institutional factors have facilitated the emergence of women&#x2019;s leadership in rural areas?</p>
                    </list-item>
                    <list-item>
                        <label>3.</label>
                        <p>What barriers have limited the recognition or effective participation of rural women in community or political leadership spaces?</p>
                    </list-item>
                    <list-item>
                        <label>4.</label>
                        <p>What impacts have been documented in communities where rural women hold active leadership roles?</p>
                    </list-item>
                    <list-item>
                        <label>5.</label>
                        <p>What approaches or programs have been implemented to strengthen leadership capacities in rural women?</p>
                    </list-item>
                </list>
            </p>
        </sec>
        <sec id="sec5">
            <title>2. Methodology</title>
            <p>The research employed the PRISMA 2020 (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) methodology as a guide for the systematic review, in order to ensure transparency, rigour, and reproducibility in the search, selection, and synthesis of scientific evidence. This methodological approach provides a structured framework that facilitates the identification, evaluation, and coherent presentation of results obtained from verified academic sources, guaranteeing the traceability of the entire process. The application of the PRISMA model enabled the analysis of studies related to cultural barriers, entrepreneurial education, and female leadership in rural Latin American contexts, following the four phases defined by the protocol: identification, screening, eligibility, and inclusion. These phases enabled the refinement of the information and the final selection of the most relevant articles (
                <xref ref-type="bibr" rid="ref31">Page et al., 2021</xref>).</p>
            <sec id="sec6">
                <title>2.1 Eligibility criteria</title>
                <p>The selection of studies included in the review was based on eligibility criteria defined to ensure relevance, quality, and coherence with the research objectives. The inclusion criteria encompassed peer-reviewed articles published between 2015 and 2025, written in English or Spanish, that addressed topics related to entrepreneurial education, women&#x2019;s entrepreneurship, leadership, and cultural barriers. The study incorporated a range of research methodologies, including qualitative, quantitative, and systematic review approaches, with the overarching objective being the presentation of empirical or theoretical evidence on women&#x2019;s participation in entrepreneurial training, rural leadership, or social transformation. The selection prioritised studies analysing the relationship between education, culture, and gender in local development contexts, with a particular focus on Latin America, Africa, and Asia, in order to identify global patterns and regional specificities. The parameters for the literature search and evaluation were established with the objective of ensuring the validity and traceability of the results.</p>
                <p>It is important to note that only studies from academic databases recognised for their rigour and scientific visibility were included in the study. This ensured the reliability of the evidence used. The selected documents addressed the phenomenon from social, cultural, and institutional perspectives, supported by consistent theoretical frameworks and verifiable methodologies. A range of studies exploring the intersection of gender, education and economic development were also considered, with a particular emphasis on how cultural factors influence leadership and entrepreneurship opportunities for rural women. The exclusion process was executed in three successive phases.</p>
                <p>In the initial phase of the study, articles containing indexing errors or duplicate records were eliminated. In the second instance, those without full-text access were discarded due to the impossibility of analysing their methodological content. In the third study, an exclusion criterion was applied. This criterion was based on thematic relevance, theoretical depth, and the absence of novel contributions compared to other studies. The implementation of these methodologies resulted in the creation of a comprehensive and high-quality set of studies, thereby ensuring a robust methodological foundation for the analysis of cultural barriers and transformative factors in women&#x2019;s entrepreneurial education across diverse global regions.</p>
            </sec>
            <sec id="sec7">
                <title>2.2 Sources of information</title>
                <p>The systematic review was based on two highly visible and internationally recognised academic databases: Scopus and Web of Science. The selection of these platforms was based on their thematic and geographic coverage, as well as their relevance to scientific production in the areas of social sciences, education, and business studies. It is important to note that both of these databases are regarded as benchmarks in the evaluation of scientific knowledge. In addition, they provide access to publications that have been indexed in peer-reviewed journals. This ensures the reliability, traceability and consistency of the retrieved information. The amalgamation of these two sources served to enhance the representativeness of the included studies, thereby mitigating biases that might have arisen from editorial concentration. This approach ensured a more comprehensive coverage of regions and disciplines (
                    <xref ref-type="bibr" rid="ref5">Asubiaro, Onaolapo, &amp; Mills, 2024</xref>). The search was conducted between January and September 2025, incorporating original articles, systematic reviews, and academic chapters that contributed empirical or theoretical evidence on women&#x2019;s entrepreneurial education, rural leadership, and cultural barriers.</p>
                <p>The process entailed a comprehensive review of the available records in each database, with pre-established inclusion and exclusion criteria being applied to ensure consistency and methodological rigor. Scopus and Web of Science both offer comprehensive metadata, including authorship, year of publication, country, institutional affiliation, subject area, number of citations, and document type. These elements enabled the organisation and classification of results according to scientific and geographical variables. This configuration enabled the refinement of records and the identification of emerging trends in literature. Publications in journals that have been ranked in the Q1 and Q2 quartiles of the Scimago Journal Rank (SJR) were prioritised, thus ensuring the selection of high-impact studies that demonstrate methodological quality. The search was complemented by a manual check in Google Scholar, the aim of which was to locate grey literature and recent works related to rural women&#x2019;s leadership and cultural transformation.</p>
            </sec>
            <sec id="sec8">
                <title>2.3 Search strategy</title>
                <p>A specific search equation was established for each database, formulated according to the inclusion criteria and guidelines of the PRISMA 2020 model. In Scopus, the equation employed was TITLE (&#x201c;entrepreneurial education&#x201d; OR &#x201c;entrepreneurship education&#x201d;) AND TITLE-ABS-KEY (&#x201c;women&#x201d; OR &#x201c;female&#x201d;), while in Web of Science, its syntax was adapted using the equivalent structure TS=(&#x201c;entrepreneurial education&#x201d; OR &#x201c;entrepreneurship education&#x201d;) AND TS=(&#x201c;women&#x201d; OR &#x201c;female&#x201d;). The derivation of both equations was undertaken in accordance with the stipulated inclusion criteria, with the objective of ensuring thematic precision and methodological consistency.</p>
                <p>The keywords were articulated using Boolean operators AND and OR, supplemented with truncation and related terms such as &#x201c;female entrepreneurship,&#x201d; &#x201c;cultural barriers,&#x201d; &#x201c;rural leadership,&#x201d; &#x201c;gender equality,&#x201d; and &#x201c;empowerment strategies.&#x201d; This formulation enabled the retrieval of relevant and contemporary studies on female entrepreneurship education, rural leadership, and cultural barriers. The initial search generated a large number of records, which were subsequently refined according to the defined exclusion criteria, ensuring the coherence and quality of the final corpus for analysis.</p>
            </sec>
            <sec id="sec9">
                <title>2.4 Selection process</title>
                <p>The selection of studies was carried out in three consecutive stages, following a systematic procedure designed to guarantee the relevance and quality of the final corpus. In the initial phase, the titles and abstracts were subjected to a review process to ensure thematic concordance and to remove redundancies across the various databases. In the subsequent stage, the complete texts of the articles that had been selected at the first stage were analysed. The methodological consistency and coherence of these articles with the inclusion criteria that had been defined was assessed. In the third stage, the final selection was made based on the theoretical relevance and scientific rigour of each document. The review process was overseen by two researchers, who conducted independent reviews of each record to minimise the potential for bias. Disagreements were resolved through consensus. The entire procedure is represented in 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>, corresponding to the PRISMA 2020 flowchart.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>PRISMA flowchart.</title>
                        <p>Created by the author using data from Scopus and Web of Science.</p>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198053/3f86902f-3244-446d-923f-f9cb81bdaf11_figure1.gif"/>
                </fig>
                <p>A total of 842 records were identified from the Scopus (472) and Web of Science (370) databases. A further 18 records were incorporated into the study through a manual search of Google Scholar and a review of bibliographic references. During the preliminary data cleansing stage, 112 duplicate records were eliminated, resulting in a total of 748 unique studies available for review. In the screening phase, titles and abstracts were examined, and 421 articles were excluded due to a lack of relevance to women&#x2019;s entrepreneurial education, leadership, or cultural barriers. In the eligibility phase, 327 full texts were analysed, and 198 were excluded for not meeting the inclusion criteria, either due to indexing errors, restricted access, or a lack of focus on rural women&#x2019;s leadership. In the final analysis, 129 studies were included in the qualitative synthesis and 45 articles in the detailed analysis of results. The complete process is represented in 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>, corresponding to the PRISMA 2020 flow diagram.</p>
            </sec>
            <sec id="sec10">
                <title>2.5 Data processing</title>
                <p>Microsoft Excel was utilised as the primary instrument for the systematic documentation, organisation, and structuring of the data obtained during the review process. This approach ensured the implementation of a structured procedure that facilitated the traceability of the analytical process. The data were coded based on precise variables, including author, year of publication, country, type of study, methodological approach, main results, and identified barriers, which allowed for consistency in the classification and control of the consulted sources. The information was organised into pivot tables that facilitated comparative analysis and the generation of descriptive graphs aimed at visualising trends. The findings were grouped into four thematic areas, namely cultural barriers, transformation strategies, entrepreneurial education, and women&#x2019;s leadership, which facilitated the identification of recurring patterns, knowledge gaps, and emerging lines of research related to women&#x2019;s participation in entrepreneurship and rural leadership processes.</p>
                <p>Although specialized qualitative data analysis software such as ATLAS.ti or NVivo is commonly recommended for coding and thematic synthesis in systematic literature reviews, the present study adopted a structured manual coding approach supported by spreadsheet-based tools. Specifically, pivot tables were used not only for data organization but also to facilitate systematic categorization, comparison across studies, and the identification of thematic patterns.</p>
                <p>This approach ensured analytical rigor by applying predefined coding criteria, consistent classification procedures, and iterative validation of categories throughout the review process. Moreover, the use of spreadsheet-based analysis enabled transparent data handling, traceability of coding decisions, and reproducibility of results, as all transformations and categorizations were explicitly documented.</p>
                <p>It is important to note that previous systematic reviews have successfully employed similar approaches when dealing with structured bibliographic data, particularly in studies focused on thematic classification and comparative analysis. Therefore, while advanced qualitative software may enhance analytical depth in certain contexts, the selected methodology is appropriate for the objectives of this study and ensures sufficient rigor, transparency, and replicability.</p>
            </sec>
            <sec id="sec11">
                <title>2.6 Risk of bias</title>
                <p>The risk of bias was assessed by identifying methodological limitations and potential publication biases in the selected studies. This was achieved by considering the transparency of procedures, the diversity of sources, geographical balance, and the clarity of results presentation. This process enabled the determination of the level of reliability of the analysed evidence. The process incorporated a qualitative evaluation criterion aimed at weighing the methodological and theoretical quality of the articles, classifying them as having high, medium, or low reliability according to their consistency and analytical rigor. The potential biases arising from the use of specific databases, the selection of keywords, and the limitations in the reporting of results were also identified, as these elements have the capacity to affect the representativeness of the final corpus. The results are summarised in 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>, corresponding to the PRISMA 2020 flow diagram.</p>
            </sec>
        </sec>
        <sec id="sec12" sec-type="results">
            <title>3. Results</title>
            <p>The results were organised according to the five research questions in order to comprehensively examine cultural barriers, transformative factors, and the dynamics of women&#x2019;s leadership in rural settings. The analysis of the empirical and theoretical evidence collected allowed for the identification of common patterns across regions, along with contrasts stemming from the social, institutional and cultural conditions of each context. Emerging trends have been observed, indicating an evolution in the leadership of rural women in the face of structural and symbolic limitations that constrain their participation. 
                <xref ref-type="table" rid="T1">
Table 1</xref> provides a synopsis of the selected studies that underpinned the comparative analysis and interpretation of the findings.</p>
            <table-wrap id="T1" orientation="portrait" position="anchor">
                <label>
Table 1. </label>
                <caption>
                    <title>Studies included in the research.</title>
                    <p>Prepared by the author using data from Scopus and Web of Science.</p>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Title</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Authors (Year)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Main Themes</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Methodology</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Sample/Context</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Key Findings/Conclusions</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Analyzing the role of gender in entrepreneurship education and economic success in developing nations: the case of Colombia</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">de la Puente 
                                <xref ref-type="bibr" rid="ref29">Pacheco et al., (2025)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender in entrepreneurship education and business success</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Chi-square, t-tests, Regression analysis)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">89 participants (Barranquilla, Colombia)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender-specific differences in program access; positive relationship between education and business success for both genders.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Creating Shared Value in Banking by Offering Entrepreneurship Education to Female Entrepreneurs</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref38">Taskin S et al., Y 2023</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Creating Shared Value (CSV) in female-centered banking and entrepreneurship education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Qualitative (Case study)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Female entrepreneurs (City Alo, Bangladesh)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education fosters client prosperity and addresses socio-economic challenges in women&#x2019;s entrepreneurship.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Does entrepreneurship education in China develop entrepreneurial intention? the role of self-efficacy and experience</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref48">Xu J et al., 2023</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education, self-efficacy, and entrepreneurial intention</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Structural Equation Modeling)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">243 participants (China, female = 40.3%)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education has a significant positive impact on entrepreneurial intention; self-efficacy mediates this effect.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education and entrepreneurial intention: Do female students benefit?</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref44">Westhead and Solesvik (2016)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Links between entrepreneurship education, alertness, risk-taking, and gender</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Hierarchical regression)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Business and engineering students (Unspecified university)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Female students in entrepreneurship education report lower intensity of entrepreneurial intention, but those citing alertness skills have higher intentions.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education in TVET institutions and entrepreneurial intentions of female students in Ghana: the social support factor</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref30">Padi A et al., 2022</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Impact of TVET entrepreneurship education on female students&#x2019; intentions</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mixed-methods (Quantitative survey + Interviews)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">376 female students (Ghana)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education positively influences female students&#x2019; entrepreneurial intentions, stronger with social support systems.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Evaluating the Role of Entrepreneurship Education in Shaping Female College Students&#x2019; Career Choices in China: A Multidimensional Analysis</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref36">Sun SL et al., 2025</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender, entrepreneurship education, and career choices</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Regression analysis)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">24,508 female students (China, across 31 provinces)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Courses and competitions are critical for female students' entrepreneurial career choices; policy initiatives have a limited effect.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Financial Literacy as a Key to Entrepreneurship Education: A Multi-Case Study Exploring Diversity and Inclusion</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref21">Medina-Vidal A et al., 2023</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Financial literacy and its impact on entrepreneurial education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mixed-methods (Focus groups + Questionnaires)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Young Mexican students (17&#x2013;24 years old, five cities)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Financial literacy correlates with better financial behaviors; critical thinking enhances financial decision-making, reducing the gender gap.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">GENDER ROLES IN ENTREPRENEURSHIP EDUCATION TO SOCIAL ENTREPRENEURIAL INTENTIONS IN VIETNAM</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref16">Lan et al. (2023)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender roles in social entrepreneurship education and intentions</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Partial least squares SEM)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">811 students (Vietnam)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Significant gender differences in social entrepreneurship intentions; entrepreneurship education has varying effects by gender.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gendered Entrepreneurship Education and the Fear of Failure</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref14">Guelich, U. (2022)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gendered entrepreneurship education and the fear of failure</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Survey + SEM)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1,668 entrepreneurs (Thailand)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Fear of failure impacts innovation, but knowing other entrepreneurs reduces its effect, especially for women.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Impact of Innovation and Entrepreneurship Education in a University Under Personality Psychology Education Concept on Talent Training and Cultural Diversity of New Entrepreneurs</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref18">Li et al., (2021)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Innovation and entrepreneurship education in universities</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mixed-methods (Surveys + Interviews)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">University students (China, different majors)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Innovation dimension scores higher in students, with female students showing slightly higher challenge spirit; social and cultural diversity influence entrepreneurship outcomes.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Improving the Entrepreneurial Competence of College Social Entrepreneurs: Digital Government Building, Entrepreneurship Education, and Entrepreneurial Cognition</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref46">Xiang et al. (2022)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education, digital government, and gender differences</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Regression analysis)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20,134 female students (31 provinces, China)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">EE and digital government building positively influence female social entrepreneurs&#x2019; competence; gender differences observed.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Overcoming Gender Gaps in Entrepreneurship Education and Training</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref32">Pimpa, N. (2021)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Financial literacy and its impact on entrepreneurship education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Mixed-methods (Focus groups + Questionnaires)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">17&#x2013;24-year-old students (Mexico, five cities)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Critical thinking positively correlates with financial behaviour; financial literacy reduces the gender gap in financial decision-making.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">The effect of entrepreneurship education on the entrepreneurial intention of different college students: Gender, household registration, school type, and poverty status</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref11">Deng &amp; Wang (2023)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender roles in social entrepreneurship education and social entrepreneurship intention</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Partial least squares SEM)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">811 students (Vietnam)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Significant gender differences in social entrepreneurship intentions; EE&#x2019;s impact on gender is unclear.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">The Impact of Entrepreneurial Self-Efficacy and Entrepreneurship on Entrepreneurial Intention: Entrepreneurial Attitude as a Mediator and Entrepreneurship Education Having a Moderate Effect</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref50">Ye &amp; Kang (2025)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gendered entrepreneurship education and the fear of failure</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Survey + SEM)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1,668 entrepreneurs (Thailand)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Fear of failure impacts innovation, but knowing other entrepreneurs reduces its effect, especially for women.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Unveiling the role of entrepreneurship education on green entrepreneurial intentions among business students: gender as a moderator</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref20">Makuya &amp; Changalima (2024)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Impact of entrepreneurship education on green entrepreneurial intentions</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (PLS-SEM)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">204 business students (Tanzania)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">EE positively impacts green entrepreneurial intentions; gender does not moderate this relationship despite stronger effects in males.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">College students&#x2019; entrepreneurship education path and management strategy of start-up enterprises using causal attribution theory</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref19">Liu et al., (2025)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education, digital government, and gender differences</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Regression analysis)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20,134 female students (31 provinces, China)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">EE and digital government building positively influence female social entrepreneurs&#x2019; competence; gender differences observed.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Educators and students in entrepreneurship education are challenging the &#x201c;think entrepreneur&#x2013;think male&#x201d; paradigm</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref35">Stoker et al., (2025)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender issues in entrepreneurship education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Qualitative (Interviews)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">32 students and educators (Netherlands)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gendered constructs in EE are changing; the &#x201c;think entrepreneur&#x2013;think male&#x201d; paradigm is being challenged.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurial, economic, and social well-being outcomes from an RCT of a youth entrepreneurship education intervention among native American adolescents</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref39">Tingey et al., (2020)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education, economic empowerment, and social well-being</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (RCT) + Qualitative (Focus groups)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">394 Native American youth (USA)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Significant improvements in entrepreneurship knowledge and economic confidence among Native American youth; strong impact on social well-being.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship Education among University Students as a Predictor of Female Entrepreneurial Undertakings</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref42">Vukmirovi&#x0107;, V. (2019)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Female entrepreneurship and education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Conceptual (Literature review)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Female entrepreneurs (Global)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender-specific barriers to female entrepreneurship; proposes a conceptual model to address these barriers.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education and disability: An experience at a Spanish university</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref24">Mu&#x00f1;oz et al., (2019)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education for disabled students</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (ANOVA)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">50 students (Spain, with and without disabilities)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">No significant differences between disabled and non-disabled students in terms of entrepreneurial attitudes after EE.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship Education for Women&#x2014;European Policy Examples of Neoliberal Feminism?</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref7">Berggren, C 2020</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Neoliberal feminism, gender in entrepreneurship education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Policy analysis (Neoliberal feminism perspective)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">European Union policies (2004&#x2013;2018)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">The focus of EE policies is more about ideological education than promoting women&#x2019;s self-employment.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Exploration and Practice of Maker Education Mode in Innovation and Entrepreneurship Education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref49">Yang, Y. (2020)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Impact of entrepreneurial psychological quality and maker education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Survey + SPSS analysis)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">20,000+ students (China, different majors)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">EE and maker education influence entrepreneurial competence; family economy, sports, and grades impact students&#x2019; innovation and entrepreneurship abilities.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender-sensitive vocational and entrepreneurship education: addressing poverty for Caribbean women</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref6">Bahaw et al., 2025</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gendered poverty, entrepreneurship education in TVET</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Qualitative (Literature review)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Women in the Caribbean</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Integrating EE into TVET can empower women, but gender-sensitive practices are critical to reducing barriers and enhancing opportunities.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Generative artificial intelligence in entrepreneurship education enhances entrepreneurial intention through self-efficacy and university support</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref47">Xie, Y; Wang, S 2025</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Generative AI in entrepreneurship education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (SEM)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">346 students (China)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Generative AI enhances entrepreneurial self-efficacy and intention, with university support strengthening the effects.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">How does entrepreneurial curiosity stimulate new venture ideas among Chinese undergraduates? The mediating role of promotion focus and the moderating role of entrepreneurial education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref17">Li, C; Hu, R 2025</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurial curiosity and new venture ideas</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (PLS-SEM)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">650 undergraduates (China)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">I-type entrepreneurial curiosity positively affects new venture ideas; entrepreneurial education moderates this effect.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Impact of attitude towards entrepreneurship education and role models on entrepreneurial intention</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref4">Amofah &amp; Saladrigues (2022)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurial intention, role models, gender, and EE</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (SEM, Multi-group analysis)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">216 students (Spain)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender differences in entrepreneurial intention; the relationship between PSE and entrepreneurial competence is stronger for males.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Impact of personality traits and entrepreneurship education on entrepreneurial intentions of business and engineering students</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref41">Vod&#x0103; &amp; Florea (2019)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Personality traits, entrepreneurial education, and entrepreneurial intention</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Multivariate logistic regression)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">270 students (Romania)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Locus of control, need for achievement, and entrepreneurial education influence venture creation; males more inclined towards entrepreneurship.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Role modeling as a pedagogical strategy in entrepreneurship education for women and girls: An interactive model of transformational learning</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref28">Oppedisano &amp; Laird (2006)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Role modeling in entrepreneurship education for women</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Qualitative (Interviews, case study)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Undergraduate students (US, multidisciplinary course)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Role models positively influence female students&#x2019; perceptions of entrepreneurship and their career aspirations.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Teacher-student empathic relationship shaping: an elimination mechanism for psychological segmentations in entrepreneurship education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref51">Yi et al., (2025)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Teacher-student empathy, psychological segmentation, and EE</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Experiments, SEM)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">424 students (China)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Empathic teacher-student relationships enhance entrepreneurial confidence; cognitive and affective empathy play significant roles.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Teaching through television: Experimental evidence on entrepreneurship education in Tanzania</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref8">Bjorvatn et al., (2020)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Edutainment, entrepreneurship education, and school performance</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Experimental (RCT, Field experiment)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2,000 secondary school students (Tanzania)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Edutainment show increased interest in entrepreneurship, particularly among females, but had negative effects on school performance.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">The analysis of the effect of entrepreneurship education, perceived desirability, and entrepreneurial self-efficacy on university students&#x2019; entrepreneurial intention</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref37">Suratno et al., (2019)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education, self-efficacy, perceived desirability, gender differences</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (SEM, Cross-sectional)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">505 alumni (Jambi University, Indonesia)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">EE positively affects entrepreneurial intention; gender differences observed, with males having stronger self-efficacy.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">The Development of Inclusive Agriculture Entrepreneurship Education Ecosystems for Young Entrepreneurs in Uganda</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref9">Bullock et al., (2025)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Inclusive agricultural entrepreneurship education in Uganda</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Qualitative (Discourse analysis, interviews)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">16 student entrepreneurs (Uganda)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender and financial literacy gaps remain barriers for women; EE should be more inclusive and support financial access.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">The Effect of Entrepreneurship Education on Entrepreneurial Intention: Mediation of Entrepreneurial Self-Efficacy and Moderating Model of Psychological Capital</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref43">Wang et al., (2023)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education, self-efficacy, psychological capital</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (SEM, Structural equation modeling)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">757 students (Guangxi, China)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">EE significantly impacts entrepreneurial intention; psychological capital moderates self-efficacy&#x2019;s effect.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">The Influence of Economic and Entrepreneurial Education on Perception and Attitudes towards Entrepreneurship</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref15">Ilie&#x0219; et al., (2023)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Economic and entrepreneurial education, entrepreneurial intention</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Regression analysis, PCA)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">582 students (Romania)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">EE and economic background significantly predict entrepreneurial intention, with students from economic backgrounds showing stronger intention.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">The Re-integration of College Innovation and Entrepreneurship Education Under Young Entrepreneurs&#x2019; Enterprising Spirit and Professional Music Education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref33">Qu et al., (2022)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Integration of innovation and entrepreneurship education with professional education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Survey, descriptive stats)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">305 students (Music College, Xi&#x2019;an, China)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Integration of IEE and professional education needs improvement; gender differences in entrepreneurship awareness.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">The role of entrepreneurship education as a predictor of university students&#x2019; entrepreneurial intention</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref52">Zhang et al., (2014)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education, entrepreneurial intention, gender differences</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Probit estimation)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">494 students (10 universities, China)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship education positively impacts entrepreneurial intention; gender, university type, and major significantly affect EI.</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">UNPACKING ENTREPRENEURIAL EDUCATION: LEARNING ACTIVITIES, STUDENTS&#x2019; GENDER, AND ATTITUDE TOWARD ENTREPRENEURSHIP</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <xref ref-type="bibr" rid="ref53">Padilla-Angulo et al., (2022)</xref>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender differences in entrepreneurial attitude and education</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Quantitative (Survey, Post-hoc tests)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">918 students (French business school)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Gender differences in entrepreneurial attitude; specific academic activities can boost EPA, with gender and academic level influencing outcomes.</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <p>The results are presented in 
                <xref ref-type="fig" rid="f2">
Figure 2</xref>, which illustrates the distribution of the primary typologies of female leadership identified in the review. Community leadership is predominant, followed by inclusive, innovative, empowerment-centred, and self-efficacy-oriented approaches, while educational leadership is less frequent. This trend underscores the value of collaborative and transformational approaches in female leadership processes linked to education and social participation.</p>
            <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                <label>
Figure 2. </label>
                <caption>
                    <title>Distribution of female leadership typologies.</title>
                    <p>Prepared by the author using data from Scopus and Web of Science.</p>
                </caption>
                <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198053/3f86902f-3244-446d-923f-f9cb81bdaf11_figure2.gif"/>
            </fig>
            <p>The results presented in 
                <xref ref-type="fig" rid="f3">
Figure 3</xref> demonstrate the distribution of the primary sociocultural factors that promote women&#x2019;s entrepreneurial education. The role of entrepreneurial education, the empowerment of individuals through education, and the influence of role models are foundational, followed by family support, gender equality initiatives, and community networks. Collectively, these factors contribute to the creation of an environment conducive to the development of women&#x2019;s leadership. The findings underscore the pivotal role of academic training, social support, and the visibility of role models in enhancing women&#x2019;s entrepreneurial skills.</p>
            <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                <label>
Figure 3. </label>
                <caption>
                    <title>Sociocultural factors facilitating female entrepreneurship.</title>
                    <p>Prepared by the author based on Scopus and Web of Science.</p>
                </caption>
                <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198053/3f86902f-3244-446d-923f-f9cb81bdaf11_figure3.gif"/>
            </fig>
            <p>The results presented in 
                <xref ref-type="fig" rid="f4">
Figure 4</xref> illustrate the distribution of the primary structural and symbolic barriers that condition women&#x2019;s participation in entrepreneurial education. The prevalence of institutional barriers is particularly salient, followed by issues of educational inequality, cultural stereotypes, and disparities in access to innovation. The influence of gender bias and patriarchal norms is identified to a lesser extent, yet these factors continue to exert their influence in educational and business spheres, thereby reflecting the persistence of inequalities that hinder the development of women&#x2019;s entrepreneurial leadership.</p>
            <fig fig-type="figure" id="f4" orientation="portrait" position="float">
                <label>
Figure 4. </label>
                <caption>
                    <title>Structural and symbolic barriers in female entrepreneurial education.</title>
                    <p>Prepared by the author based on Scopus and Web of Science.</p>
                </caption>
                <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198053/3f86902f-3244-446d-923f-f9cb81bdaf11_figure4.gif"/>
            </fig>
            <p>The results presented in 
                <xref ref-type="fig" rid="f5">
Figure 5</xref> illustrate the distribution of the primary documented community impacts associated with women&#x2019;s entrepreneurship education. It is evident that entrepreneurial self-efficacy and women&#x2019;s economic empowerment are of particular significance, in addition to the enhancement of community resilience, local economic growth, and academic inclusion. These elements signify substantial progress in capacity building and opportunities. Social cohesion, an indicator of the consolidation of collective bonds and the positive impact of women&#x2019;s participation in entrepreneurial ecosystems, is identified to a lesser extent.</p>
            <fig fig-type="figure" id="f5" orientation="portrait" position="float">
                <label>
Figure 5. </label>
                <caption>
                    <title>Documented community impacts on female entrepreneurial education.</title>
                    <p>Prepared by the author based on Scopus and Web of Science.</p>
                </caption>
                <graphic id="gr5" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198053/3f86902f-3244-446d-923f-f9cb81bdaf11_figure5.gif"/>
            </fig>
            <p>The results presented in 
                <xref ref-type="fig" rid="f6">
Figure 6</xref> illustrate the distribution of the primary programmes and strengthening approaches identified in women&#x2019;s entrepreneurship education. Gender-focused education initiatives are of particular note, followed by inclusive policy designs and experiential learning approaches, which are notable for their applicability in academic and social settings. Evidence suggests that actions aimed at fostering collaboration between universities and industry are in evidence, as are leadership and microfinance training programmes. These measures contribute to reducing structural gaps and promoting women&#x2019;s participation in entrepreneurship.</p>
            <fig fig-type="figure" id="f6" orientation="portrait" position="float">
                <label>
Figure 6. </label>
                <caption>
                    <title>Programs and approaches for strengthening women's entrepreneurial education.</title>
                    <p>Prepared by the author based on Scopus and Web of Science.</p>
                </caption>
                <graphic id="gr6" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198053/3f86902f-3244-446d-923f-f9cb81bdaf11_figure6.gif"/>
            </fig>
            <p>The results were organised according to the research questions and allowed for a comprehensive understanding of the dimensions that comprise women&#x2019;s entrepreneurial education. The analysis revealed the interaction of structural, symbolic, and community factors that influence women&#x2019;s leadership and participation, along with programs aimed at strengthening their capacities.</p>
        </sec>
        <sec id="sec13" sec-type="discussion">
            <title>4. Discussion</title>
            <p>The findings of this study can be interpreted in light of existing theoretical frameworks on entrepreneurial education and intention. In line with previous research, the results confirm that entrepreneurial education is strongly influenced by contextual and cultural factors, which shape both learning processes and entrepreneurial outcomes (
                <xref ref-type="bibr" rid="ref54">Barba-S&#x00e1;nchez &amp; Atienza-Sahuquillo, 2018</xref>; 
                <xref ref-type="bibr" rid="ref56">Cardella et al., 2024</xref>).</p>
            <p>From a theoretical perspective, these results are consistent with the Theory of Planned Behavior, which highlights the role of individual perceptions, attitudes, and social norms in shaping entrepreneurial intention. In this study, cultural barriers and gender-related norms appear to function as contextual constraints that influence these cognitive and behavioral mechanisms.</p>
            <p>Furthermore, the findings extend prior literature by emphasizing the role of cultural dynamics as a structuring dimension in entrepreneurial education. While previous studies have focused on psychological or institutional factors, this research integrates cultural barriers, perceptions, and transformation strategies into a unified framework, offering a more holistic understanding of entrepreneurial education processes.</p>
            <p>Additionally, the results align with emerging research on gender and entrepreneurship, which suggests that deeply embedded social roles continue to influence women's entrepreneurial pathways (
                <xref ref-type="bibr" rid="ref55">Atienza-Barba et al., 2025</xref>). This highlights the need for educational models that incorporate gender-sensitive and culturally aware approaches to foster more inclusive entrepreneurial ecosystems.</p>
            <p>The discussion is organised holistically in order to interpret the study&#x2019;s findings in relation to the theoretical framework and the overall research objective. Firstly, an analysis of the results is presented, highlighting their relevance within the context of women&#x2019;s entrepreneurial education. Subsequently, comparisons are made with national and international research, identifying both similarities and differences. In the following section, a conceptual framework is presented derived from the results obtained. This section also includes a discussion of the theoretical, political and practical implications. The limitations of the study are then described, and future research directions are proposed to further explore the topic.</p>
            <sec id="sec14">
                <title>4.1 Results analysis</title>
                <p>The analysis of the results indicates that women&#x2019;s leadership is characterised by a foundation in collaborative, transformational, and inclusive approaches that promote active participation and empowerment in educational and social contexts. This leadership programme has been shown to enhance critical thinking skills, encourage innovation, and foster self-management, all of which are vital to reducing the structural inequalities that persist in the entrepreneurial sphere. In accordance with extant research, entrepreneurial education has been demonstrated to promote gender equality and critical thinking in decision-making (
                    <xref ref-type="bibr" rid="ref21">Medina-Vidal et al., 2023</xref>), in addition to fostering the development of innovative capacities in culturally diverse environments (
                    <xref ref-type="bibr" rid="ref18">Li et al., 2021</xref>).</p>
                <p>The analysis of the results indicates that sociocultural factors play a pivotal role in women&#x2019;s entrepreneurial education, promoting empowerment, training, and social support as fundamental elements for enhancing women&#x2019;s participation. The provision of entrepreneurial education has been demonstrated to engender heightened self-confidence and to foster gender equality through the facilitation of inclusive and collaborative learning environments. These results align with research demonstrating the positive influence of entrepreneurship education on entrepreneurial intent and the creation of initiatives with social impact (
                    <xref ref-type="bibr" rid="ref16">Lan et al., 2023</xref>), as well as on the adoption of sustainable and equitable practices (
                    <xref ref-type="bibr" rid="ref20">Makuya &amp; Changalima, 2024</xref>).</p>
                <p>The analysis of the results indicates that the primary constraints on women&#x2019;s engagement in entrepreneurship education are rooted in institutional barriers, educational disparities, and cultural stereotypes that impede access and innovation. The findings of this study demonstrate that social structures and patriarchal norms perpetuate gender disparities in education and leadership. In accordance with recent studies, entrepreneurship education requires the implementation of diversified strategies and inclusive policies with the aim of overcoming structural biases and strengthening women&#x2019;s self-efficacy (
                    <xref ref-type="bibr" rid="ref36">Sun et al., 2025</xref>; 
                    <xref ref-type="bibr" rid="ref43">Wang et al., 2023</xref>). Such measures are considered to be conducive to the promotion of equitable and sustainable educational environments.</p>
                <p>The analysis of the results indicates that the provision of education in entrepreneurship for female members of the community has a significant impact on the community as a whole, with the effects of this being the strengthening of self-efficacy, economic empowerment, and collective resilience. The aforementioned effects are reflected in local growth, academic inclusion, and the establishment of social support networks. The findings align with research demonstrating that entrepreneurship education promotes economic and social well-being in vulnerable communities (
                    <xref ref-type="bibr" rid="ref39">Tingey et al., 2020</xref>) and fosters the development of sustainable entrepreneurial intentions in students through university education and role models (
                    <xref ref-type="bibr" rid="ref4">Amofah &amp; Saladrigues, 2022</xref>), consolidating equitable and participatory ecosystems.</p>
                <p>The analysis of the results indicates that programmes and approaches for the enhancement of entrepreneurship education for women prioritise the incorporation of a gender perspective, inclusive policies, and experiential learning. These strategies have been shown to encourage women&#x2019;s participation, strengthen their self-confidence, and promote practical training in academic and business contexts. The findings align with research showing that entrepreneurial education increases entrepreneurial intention, especially among women and students from urban areas (
                    <xref ref-type="bibr" rid="ref11">Deng &amp; Wang, 2023</xref>), and strengthens self-efficacy as a determining factor in the decision to become entrepreneurs (
                    <xref ref-type="bibr" rid="ref50">Ye &amp; Kang, 2025</xref>), thus consolidating equitable and transformative educational environments.</p>
            </sec>
            <sec id="sec15">
                <title>4.2 Comparison of results with other studies</title>
                <p>The present study corroborates earlier research by underscoring the impact of structural, symbolic, and community factors on the evolution of female leadership. Moreover, it extends the existing discourse by incorporating entrepreneurial education as a transformative component of social and economic advancement. In contrast to the findings of 
                    <xref ref-type="bibr" rid="ref45">Wulandari and Ahmad (2025)</xref>, who emphasised digital and technological access disparities, this analysis focuses on institutional and cultural impediments. In contrast to the focus of 
                    <xref ref-type="bibr" rid="ref3">Aljohani and Alharbi (2025)</xref> on financial self-efficacy, this study emphasises collaborative learning and educational equity. Moreover, it builds upon the contributions of 
                    <xref ref-type="bibr" rid="ref13">Djatmiko et al. (2025)</xref> on digital inclusion by underscoring the pivotal role of social support and community networks in women&#x2019;s empowerment. In contrast to the analysis of technological innovation by 
                    <xref ref-type="bibr" rid="ref26">Nazir et al. (2025)</xref>, this study prioritises education and cultural transformation as cornerstones of sustainability. In accordance with the findings of 
                    <xref ref-type="bibr" rid="ref12">Deng et al. (2025)</xref>, it acknowledges the significance of perceived capabilities and gender equity, incorporating a comprehensive educational dimension that links self-efficacy with community leadership.</p>
            </sec>
            <sec id="sec16">
                <title>4.3 Proposed conceptual framework</title>
                <p>As illustrated in 
                    <xref ref-type="fig" rid="f7">
Figure 7</xref>, the proposed conceptual model integrates the determining factors of women&#x2019;s entrepreneurial education. The framework under discussion articulates the structural, symbolic, sociocultural, and empowerment dimensions, reflecting their interaction in shaping women&#x2019;s leadership. Entrepreneurial education is presented as a mediating force that transforms institutional and cultural barriers into opportunities for empowerment, equity, and sustainability, driving a continuous process of social transformation based on training, innovation, and community collaboration.</p>
                <fig fig-type="figure" id="f7" orientation="portrait" position="float">
                    <label>
Figure 7. </label>
                    <caption>
                        <title>Conceptual framework of female entrepreneurial education.</title>
                        <p>Prepared by the author based on the research results.</p>
                    </caption>
                    <graphic id="gr7" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/198053/3f86902f-3244-446d-923f-f9cb81bdaf11_figure7.gif"/>
                </fig>
                <p>Building upon the systematic literature review, this study proposes a set of conceptual propositions that articulate the relationships between the key dimensions identified in female entrepreneurial education. These propositions are grounded in the qualitative synthesis of prior research and aim to provide a structured theoretical basis for the proposed conceptual framework. The conceptual framework is complemented by a set of propositions (P1&#x2013;P5), which are visually represented in the model to illustrate the relationships between the identified dimensions.
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>P1. Cultural barriers negatively influence women's participation and engagement in entrepreneurial education processes.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>P2. Individual perceptions, including self-efficacy, motivation, and perceived social norms, mediate the relationship between cultural context and entrepreneurial intention among women.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>P3. Entrepreneurial education programs that incorporate gender-sensitive and context-aware approaches positively influence women's entrepreneurial competencies and intentions.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>P4. Institutional and educational transformation strategies contribute to reducing cultural barriers and fostering inclusive entrepreneurial ecosystems.</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>P5. The integration of cultural awareness within entrepreneurial education enhances the effectiveness of learning outcomes and supports women's entrepreneurial development.</p>
                        </list-item>
                    </list>
                </p>
            </sec>
            <sec id="sec17">
                <title>4.4 Implications</title>
                <sec id="sec15.1">
                    <label>4.4.1</label>
                    <title>Theoretical Implications</title>
                    <p>This study contributes to the literature on entrepreneurial education by addressing critical gaps in the understanding of cultural, gender, and institutional barriers that shape women&#x2019;s entrepreneurial intentions. Previous research has often focused on individual psychological factors or institutional constraints in isolation, but this study integrates these elements into a unified framework. The findings extend the Theory of Planned Behavior by emphasizing the role of cultural and gendered social norms, which mediate the influence of entrepreneurial education on women&#x2019;s intentions. Furthermore, this research contributes to the growing body of literature on gender and entrepreneurship, highlighting how education can serve as a transformative force to challenge entrenched cultural biases and promote gender equality in entrepreneurial ecosystems.</p>
                </sec>
                <sec id="sec15.2">
                    <label>4.4.2</label>
                    <title>Methodological Implications</title>
                    <p>From a methodological perspective, this study introduces a novel approach to the analysis of entrepreneurial education by combining qualitative data synthesis with a conceptual framework that integrates cultural and gender-related factors. The use of structured thematic coding, despite not relying on specialized software, ensured transparency, replicability, and rigorous analysis. This study demonstrates that manual coding combined with systematic pivot table analysis is a valid methodological approach for mapping complex educational phenomena, and can be replicated in other contexts, particularly in studies involving gender-sensitive education. Additionally, the integration of cultural perspectives into the study of entrepreneurship education offers a valuable methodological tool for researchers interested in exploring the intersection of education, culture, and gender.</p>
                </sec>
                <sec id="sec15.3">
                    <label>4.4.3</label>
                    <title>Practical Implications</title>
                    <p>The practical implications of this study are significant for educational policymakers, institutions, and practitioners aiming to foster more inclusive entrepreneurial ecosystems. The findings suggest that women&#x2019;s participation in entrepreneurial education can be enhanced through gender-sensitive curricula and inclusive policies that address both institutional and cultural barriers. This study also highlights the importance of integrating collaborative learning, experiential education, and social support networks into entrepreneurial programs. These insights provide actionable recommendations for universities, particularly in regions with significant gender disparities, to create educational environments that empower women and equip them with the skills and confidence necessary for entrepreneurial success. Furthermore, the findings underline the need for institutional reforms that promote gender equity and cultural transformation, offering valuable guidelines for stakeholders in both educational and entrepreneurial sectors.</p>
                </sec>
            </sec>
            <sec id="sec15.4">
                <label>4.5</label>
                <title>Limitations and possible lines of future research</title>
                <p>While this study makes significant contributions to the understanding of women&#x2019;s entrepreneurial education, there are several limitations that warrant consideration. First, the study&#x2019;s focus on university students limits the generalizability of the findings to broader populations, particularly those in early-stage entrepreneurial ventures or individuals with prior entrepreneurial experience. Future research could address this gap by including participants from various entrepreneurial stages, such as nascent entrepreneurs or women leading established businesses, to provide a more comprehensive view of the factors influencing entrepreneurial intentions.</p>
                <p>Second, while this study examines cultural and gender barriers, it does not fully explore the intersectionality of these factors with other dimensions, such as socioeconomic status, ethnic background, or geographic location. Future studies could integrate these additional variables to examine how multiple social identities shape women&#x2019;s engagement in entrepreneurial education and practice. The inclusion of diverse populations could help uncover more nuanced insights into the structural challenges faced by different groups of women in entrepreneurial contexts.</p>
                <p>Third, although the study employs a robust methodological approach, it relies on self-reported data, which can be subject to biases such as social desirability or respondent interpretation. Future research could complement these findings with mixed-methods approaches, including qualitative interviews or ethnographic studies, to deepen the understanding of women&#x2019;s lived experiences in entrepreneurial education. This would allow for more in-depth insights into how women navigate educational environments and overcome barriers in practice.</p>
                <p>Finally, while the study identifies several strategies for enhancing women&#x2019;s entrepreneurial education, it does not evaluate the effectiveness of these interventions in real-world settings. Future work could involve longitudinal studies or pilot programs to assess the impact of gender-sensitive and culturally inclusive entrepreneurial education programs on women&#x2019;s entrepreneurial outcomes. By implementing and evaluating these interventions, researchers can gain a better understanding of how educational reforms can lead to lasting changes in women&#x2019;s entrepreneurial participation and success.</p>
            </sec>
        </sec>
        <sec id="sec20" sec-type="conclusions">
            <title>5. Conclusions</title>
            <p>The study&#x2019;s findings demonstrate that entrepreneurial education for women constitutes a strategic space for social transformation, articulating efforts aimed at reducing gender inequalities, strengthening leadership, and promoting inclusive innovation. This process is not confined to the economic goals of entrepreneurship; rather, it establishes itself as a means of symbolic, educational, and community emancipation, linked to social development and collective well-being. In order to comprehend this dynamic, it is necessary to acknowledge that entrepreneurial capacities are developed in interaction with structural, cultural, and political factors. These factors determine the possibilities for training, participation, and leadership.</p>
            <p>The analysis emphasises the necessity to redefine entrepreneurial training models with a focus on equity and social justice, thereby positioning women as transformative agents within educational and productive ecosystems. This change necessitates the interrogation of prevailing narratives that perpetuate women&#x2019;s exclusion, and the promotion of collaborative networks among institutions, communities, and productive sectors that strengthen autonomy and resilience. The present paper sets out a definition of female entrepreneurship education as a collective process aimed at creating equitable, sustainable and inclusive environments where leadership is conceived as a tool for social innovation and cultural transformation.</p>
        </sec>
        <sec id="sec21">
            <title>Ethical considerations</title>
            <p>Ethical approval and Consent were not required.</p>
        </sec>
    </body>
    <back>
        <sec id="sec24" sec-type="data-availability">
            <title>Data availability statement</title>
            <p>This study is based on source records retrieved from the Scopus and Web of Science databases, together with screening logs, data extraction tables, and PRISMA documentation generated throughout the review process. These materials support the identification, selection, and synthesis of the studies included in the analysis and ensure transparency in each methodological stage, from the initial search to the final thematic interpretation.</p>
            <p>The source records from Scopus and Web of Science are subject to database licensing and copyright restrictions and therefore cannot be considered fully open or reusable datasets under an open license. Although these records were cleaned, coded, and analyzed by the authors, their original source remains protected by the terms of use of the respective databases. For this reason, the full datasets cannot be redistributed freely but are shared exclusively for transparency and verification purposes.</p>
            <p>No individual, sensitive, or personal data were collected at any stage of this research, and the study did not involve human participants, interventions, or clinical data. Consequently, ethical approval or review by an Institutional Review Board (IRB) or equivalent ethics committee was not required. All procedures were conducted in accordance with international standards for research integrity and responsible data management.</p>
            <p>Aggregated screening counts, the PRISMA 2020 flow diagram, and the completed PRISMA 2020 checklist are publicly available in the Zenodo repository at 
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.18625254">https://doi.org/10.5281/zenodo.18625254</ext-link> (
                <xref ref-type="bibr" rid="ref40">Valencia-Arias et al., 2025</xref>). Data are available under the terms of the 
                <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license (CC-BY 4.0)</ext-link>.</p>
        </sec>
        <ack>
            <title>Acknowledgments</title>
            <p>Not applicable.</p>
        </ack>
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</person-group>:
                    <article-title>The Impact of Entrepreneurial Self-Efficacy and Entrepreneurship on Entrepreneurial Intention: Entrepreneurial Attitude as a Mediator and Entrepreneurship Education Having a Moderate Effect.</article-title>
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                        <italic toggle="yes">Sustainability.</italic>
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                    <year>2025</year>;<volume>17</volume>(<issue>10</issue>):<fpage>4733</fpage>.</mixed-citation>
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                        </name>

                        <etal/>
</person-group>:
                    <article-title>Teacher-student empathic relationship shaping: an elimination mechanism for psychological segmentations in entrepreneurship education.</article-title>
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                        <italic toggle="yes">BMC Psychol.</italic>
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                    <year>2025</year>;<volume>13</volume>(<issue>1</issue>):<fpage>292</fpage>.
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                    <pub-id pub-id-type="doi">10.1186/s40359-025-02607-1</pub-id>
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                    <year>2014</year>;<volume>10</volume>:<fpage>623</fpage>&#x2013;<lpage>641</lpage>.</mixed-citation>
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    </back>
    <sub-article article-type="reviewer-report" id="report490024">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.198053.r490024</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Felgueira</surname>
                        <given-names>Teresa</given-names>
                    </name>
                    <xref ref-type="aff" rid="r490024a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-0714-3410</uri>
                </contrib>
                <aff id="r490024a1">
                    <label>1</label>Polytechnic Institute of Guarda, Guarda, Portugal</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>17</day>
                <month>6</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Felgueira T</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access 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="relatedArticleReport490024" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.178134.2"/>
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        <body>
            <p>Thank you for the opportunity to review the manuscript &#x2018;Cultural dynamics in entrepreneurial education: Barriers, perceptions, and transformation pathways&#x2019; submitted to F1000Research. This manuscript presents a systematic review examining cultural barriers, perceptions, and transformation pathways in women's entrepreneurial education. The review focuses on factors influencing female participation, leadership, empowerment, and entrepreneurial development, while proposing a conceptual framework that integrates cultural, institutional, and educational dimensions.</p>
            <p> </p>
            <p> The topic is relevant and timely, particularly given the increasing interest in gender equality, entrepreneurship education, and inclusive economic development. The manuscript follows PRISMA 2020 guidelines and includes a substantial body of literature retrieved from Scopus and Web of Science.&#x00a0; The article is generally well organized and clearly written. However, several methodological and interpretative issues should be addressed before the review can be considered fully robust and reproducible.</p>
            <p> </p>
            <p> 1.The introduction clearly explains the importance of women's entrepreneurial education and identifies a knowledge gap regarding the interaction between culture, leadership, and entrepreneurship education. The research objective is explicitly stated, and the review questions are clearly formulated. The rationale for conducting the review is adequately justified and supported by recent literature.</p>
            <p> </p>
            <p> 2.The authors provide a reasonably detailed description of databases used. However, several aspects remain insufficiently described. The reported search strings focus primarily on "entrepreneurial education": "women"; "female".&#x00a0; Yet the review addresses broader themes such as leadership, cultural barriers, empowerment, social transformation, rural development. 
                <bold>The authors should explain how these concepts were captured through the search strategy or consider expanding the search terms</bold>.</p>
            <p> The manuscript mentions that studies were classified according to reliability and methodological rigor, but no formal assessment tool is reported. 
                <bold>The authors should specify </bold>which quality appraisal framework was used; assessment criteria; scoring procedures; results of the quality assessment. A summary table would strengthen transparency.</p>
            <p> Although coding and categorization are described, it remains nuclear how themes emerged; whether coding was performed independently by multiple reviewers; how disagreements were resolved; how frequencies reported in the figures were calculated.</p>
            <p> </p>
            <p> 3. The overall conclusions are broadly consistent with the themes identified in the reviewed literature. However, some conclusions appear stronger than the evidence presented. The manuscript repeatedly emphasizes rural women, rural leadership, rural Latin American contexts. Nevertheless, many of the studies included in Table 1 focus on university students; entrepreneurship education programs; entrepreneurial intentions; non-rural settings.</p>
            <p> The authors 
                <bold>should either moderate conclusions</bold> specifically related to rural contexts or
                <bold>&#x00a0;provide clearer evidence</bold> demonstrating that the included literature adequately supports these claims.</p>
            <p> </p>
            <p> The proposed framework is interesting and potentially useful. However, the manuscript 
                <bold>would benefit from a clearer explanation</bold> of how the propositions (P1&#x2013;P5) emerged from the review findings rather than from theoretical interpretation alone.</p>
            <p> 
                <bold>In conclusion, the following points should be addressed to strengthen the scientific rigor of the review</bold>: 
                <list list-type="order">
                    <list-item>
                        <p>Provide a stronger justification for the search strategy and explain how key concepts such as culture, leadership, and empowerment were captured.</p>
                    </list-item>
                    <list-item>
                        <p>Describe in detail the quality assessment process and provide results for included studies.</p>
                    </list-item>
                    <list-item>
                        <p>Expand the description of the thematic coding and synthesis procedures to improve reproducibility.</p>
                    </list-item>
                    <list-item>
                        <p>Clarify how the frequencies shown in Figures 2&#x2013;6 was generated.</p>
                    </list-item>
                    <list-item>
                        <p>Ensure that conclusions regarding rural women and rural leadership are fully supported by the evidence reviewed.</p>
                    </list-item>
                    <list-item>
                        <p>Explain more explicitly how the conceptual framework and propositions were derived from the systematic review findings.</p>
                    </list-item>
                </list> I hope you find the above comments useful, and I wish you the best of luck with developing the manuscript.</p>
            <p>Are the rationale for, and objectives of, the Systematic Review clearly stated?</p>
            <p>Yes</p>
            <p>Is the statistical analysis and its interpretation appropriate?</p>
            <p>Not applicable</p>
            <p>If this is a Living Systematic Review, is the &#x2018;living&#x2019; method appropriate and is the search schedule clearly defined and justified? (&#x2018;Living Systematic Review&#x2019; or a variation of this term should be included in the title.)</p>
            <p>Not applicable</p>
            <p>Are sufficient details of the methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results presented in the review?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Entrepreneurship; Entrepreneurial Orientation;&#x00a0; Entrepreneurship Education; Female Entrepreneurship; Market Orientation; Tourism.</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report462148">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.196482.r462148</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Barba-S&#x00e1;nchez</surname>
                        <given-names>Virginia</given-names>
                    </name>
                    <xref ref-type="aff" rid="r462148a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-0149-0569</uri>
                </contrib>
                <aff id="r462148a1">
                    <label>1</label>Univ Castilla-La Mancha, Albacete, Spain</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>18</day>
                <month>3</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Barba-S&#x00e1;nchez V</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="relatedArticleReport462148" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.178134.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>reject</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Thank you for the opportunity to review the manuscript &#x2018;Cultural barriers in women's entrepreneurial education: Challenges, perceptions and transformation strategies&#x2019; submitted to F1000Research. I enjoyed reading the manuscript and found it informative on entrepreneurial education.</p>
            <p> The manuscript has great potential, but the reasoning does not flow naturally. The paper must be improved in line with the comments below:</p>
            <p> 1. The title is very descriptive but not overly wordy. It needs to be broader to better reflect the study's aims.</p>
            <p> 2. While the authors provide purpose in the initial paragraphs, research gaps and significant contributions are not clear! How is this study different and unique?</p>
            <p> 3. In the introduction, this study needs to be enhanced with more arguments exemplifying the importance of entrepreneurial education and this research. There is a lot of published work in the 2020s to strengthen the narrative on this, such as Barba-Sanchez et al. (refer to reference no. 1), Cardella et al. (refer to reference no. 2) or Atienza-Barba et al. (refer to reference no. 3).</p>
            <p> 4. An article must be self-contained, i.e. it must contain all the information necessary for its comprehension. Table 1 currently lists only the title, authors, and year of each study. However, this information is already available in the reference list, so the table in its current form does not add substantial value to the review. It might be more informative to include elements such as the main themes addressed in each study, the methodology employed, the sample or context, and the key findings or conclusions. This would enrich comparative analysis and offer readers a clearer understanding of the contributions of each selected paper.</p>
            <p> 5. In the methodology section, the manuscript mentions that &#x2018;The information was organised into pivot tables that facilitated comparative analysis and the generation of descriptive graphs aimed at visualising trends.&#x2019; While tables can be useful for organizing information, it may have strengthened the rigor of the analysis to use specialized qualitative analysis software&#x2014;such as ATLAS.ti or NVivo&#x2014;to support coding, categorization, and thematic synthesis. Employing such tools is generally recommended in systematic literature reviews because they enhance transparency, replicability, and analytical depth. Please explain.</p>
            <p> 6. Given that the authors propose a Conceptual framework of female entrepreneurial education, they should also identify the propositions that stem from the systematic literature review. This would reinforce the conceptual robustness and clarify how each proposition is grounded in the qualitative synthesis of prior research.</p>
            <p> 7. The discussion needs improvement and lacks significant theoretical reference to the findings.</p>
            <p> 8. Theoretical, methodological, and practical implications should be further elaborated and explicitly tied to the identified gaps and the novelty of the investigation.</p>
            <p> 9. The authors should develop the limitations and future work. Please do not list the future research lines; integrate them into the text.</p>
            <p> I hope you find the above comments useful, and I wish you the best of luck with developing the paper further.</p>
            <p>Are the rationale for, and objectives of, the Systematic Review clearly stated?</p>
            <p>Partly</p>
            <p>Is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>If this is a Living Systematic Review, is the &#x2018;living&#x2019; method appropriate and is the search schedule clearly defined and justified? (&#x2018;Living Systematic Review&#x2019; or a variation of this term should be included in the title.)</p>
            <p>No</p>
            <p>Are sufficient details of the methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results presented in the review?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Entrepreneurship; entrepreneurial education</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to state that I do not consider it to be of an acceptable scientific standard, for reasons outlined above.</p>
        </body>
        <back>
            <ref-list>
                <title>References</title>
                <ref id="rep-ref-462148-1">
                    <label>1</label>
                    <mixed-citation>
                        <person-group person-group-type="author"/>:
                        <article-title>Entrepreneurial intention among engineering students: The role of entrepreneurship education</article-title>.
                        <source>
                            <italic>European Research on Management and Business Economics, 24(1), 53&#x2013;61</italic>
                        </source>.<year>2018</year>;</mixed-citation>
                </ref>
                <ref id="rep-ref-462148-2">
                    <label>2</label>
                    <mixed-citation publication-type="journal">
                        <person-group person-group-type="author"/>:
                        <article-title>Analyzing university students&#x2019; entrepreneurial intentions under the influence of the COVID-19 pandemic</article-title>.
                        <source>
                            <italic>International Entrepreneurship and Management Journal</italic>
                        </source>.<year>2024</year>;<volume>20</volume>(<issue>4</issue>) :
                        <elocation-id>10.1007/s11365-024-00945-x</elocation-id>
                        <fpage>2567</fpage>-<lpage>2590</lpage>
                        <pub-id pub-id-type="doi">10.1007/s11365-024-00945-x</pub-id>
                    </mixed-citation>
                </ref>
                <ref id="rep-ref-462148-3">
                    <label>3</label>
                    <mixed-citation publication-type="journal">
                        <person-group person-group-type="author"/>:
                        <article-title>Gender differences in the impact of ecological awareness on entrepreneurial intent</article-title>.
                        <source>
                            <italic>International Entrepreneurship and Management Journal</italic>
                        </source>.<year>2025</year>;<volume>21</volume>(<issue>1</issue>) :
                        <elocation-id>10.1007/s11365-025-01084-7</elocation-id>
                        <pub-id pub-id-type="doi">10.1007/s11365-025-01084-7</pub-id>
                    </mixed-citation>
                </ref>
            </ref-list>
        </back>
        <sub-article article-type="response" id="comment15766-462148">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>VALENCIA ARIAS</surname>
                            <given-names>JHOANY ALEJANDRO</given-names>
                        </name>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>24</day>
                    <month>3</month>
                    <year>2026</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Thank you very much for your valuable feedback. We have addressed all of the recommendations made. Below is a point-by-point response:</p>
                <p> </p>
                <p> 1. The title is very descriptive but not overly wordy. It needs to be broader to better reflect the study's aims.</p>
                <p> 
                    <bold>Response:</bold> The title of the manuscript has been revised to broaden its conceptual scope and more fully reflect the study&#x2019;s objectives, reducing its level of specificity and better aligning it with the article&#x2019;s overall contribution.</p>
                <p> </p>
                <p> 2. While the authors provide purpose in the initial paragraphs, research gaps and significant contributions are not clear! How is this study different and unique?</p>
                <p> 
                    <bold>Response:</bold> A new paragraph has been added to the introduction that clearly outlines the research gaps identified in the literature, as well as the study&#x2019;s theoretical and practical contributions. Furthermore, it emphasizes the integrative and multidimensional nature of the proposed approach, highlighting its unique value compared to previous studies.</p>
                <p> </p>
                <p> 3. In the introduction, this study needs to be enhanced with more arguments exemplifying the importance of entrepreneurial education and this research. There is a lot of published work in the 2020s to strengthen the narrative on this, such as Barba-Sanchez et al. (refer to reference no. 1), Cardella et al. (refer to reference no. 2) or Atienza-Barba et al. (refer to reference no. 3).</p>
                <p> 
                    <bold>Response:</bold> The introduction was strengthened by incorporating additional arguments and recent evidence that highlight the importance of entrepreneurship education. In particular, recent studies suggested by the reviewer (Barba-S&#x00e1;nchez et al., Cardella et al., Atienza-Barba et al.) were included to reinforce the theoretical framework and better contextualize the study&#x2019;s relevance.</p>
                <p> </p>
                <p> 4. An article must be self-contained, i.e. it must contain all the information necessary for its comprehension. Table 1 currently lists only the title, authors, and year of each study. However, this information is already available in the reference list, so the table in its current form does not add substantial value to the review. It might be more informative to include elements such as the main themes addressed in each study, the methodology employed, the sample or context, and the key findings or conclusions. This would enrich comparative analysis and offer readers a clearer understanding of the contributions of each selected paper.</p>
                <p> 
                    <bold>Response:</bold> Table 1 has been revised and improved by including additional details, such as the main topics addressed in each study, the methodology used, the context or sample of the studies, and the key findings. This not only provides a more comprehensive overview of the selected studies but also enhances the comparative analysis and facilitates understanding of the contributions of each study.</p>
                <p> </p>
                <p> 5. In the methodology section, the manuscript mentions that &#x2018;The information was organized into pivot tables that facilitated comparative analysis and the generation of descriptive graphs aimed at visualizing trends.&#x2019; While tables can be useful for organizing information, they may have strengthened the rigor of the analysis to use specialized qualitative analysis software&#x2014;such as ATLAS.ti or NVivo&#x2014;to support coding, categorization, and thematic synthesis. Employing such tools is generally recommended in systematic literature reviews because they enhance transparency, replicability, and analytical depth. Please explain.</p>
                <p> 
                    <bold>Response:</bold> The methodology section was expanded to justify the use of pivot tables as an analytical tool, explaining how systematic criteria for coding, categorization, and validation were applied. Furthermore, it is argued that this approach ensures the transparency, traceability, and replicability of the analysis, consistent with previous studies.</p>
                <p> </p>
                <p> 6. Given that the authors propose a Conceptual framework of female entrepreneurial education, they should also identify the propositions that stem from the systematic literature review. This would reinforce the conceptual robustness and clarify how each proposition is grounded in the qualitative synthesis of prior research.</p>
                <p> 
                    <bold>Response:</bold> Theoretical propositions derived from the systematic review were incorporated, which complement the conceptual framework and clarify the relationships among its dimensions.</p>
                <p> </p>
                <p> 7. The discussion needs improvement and lacks significant theoretical reference to the findings.</p>
                <p> 
                    <bold>Response:</bold> The discussion section was strengthened by incorporating a stronger theoretical foundation, integrating relevant conceptual frameworks, and establishing an explicit dialogue between the findings and the existing literature. In addition, the critical comparison with previous studies was improved, and the study&#x2019;s theoretical contribution was clarified.</p>
                <p> </p>
                <p> 8. Theoretical, methodological, and practical implications should be further elaborated and explicitly tied to the identified gaps and the novelty of the investigation.</p>
                <p> 
                    <bold>Response</bold>: The theoretical, methodological, and practical implications were discussed in the discussion section, explicitly linking them to the identified research gaps and the novelty of the study. The theoretical implications contribute to the literature by integrating gender and cultural elements into existing models of entrepreneurial intention. At the methodological level, the approach used is justified, highlighting its applicability and replicability in other contexts. Finally, the practical implications offer clear recommendations for the implementation of inclusive educational strategies that promote female participation in entrepreneurship education.</p>
                <p> </p>
                <p> 9. The authors should develop the limitations and future work. Please do not list the future research lines; integrate them into the text.</p>
                <p> 
                    <bold>Response:</bold> The section on limitations and future research directions was strengthened by seamlessly integrating the identified limitations with the study&#x2019;s future directions.</p>
            </body>
        </sub-article>
    </sub-article>
</article>
