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      <abstractText>Introduction – Female entrepreneurship has become an increasingly prominent topic in business research. Although women exhibit lower entrepreneurial activity across most countries, the underlying drivers remain poorly understood. The study examines determinants of women’s entrepreneurial engagement. Methodology – Using Global Entrepreneurship Monitor (GEM) data from Hungary between 2021 and 2024 (n=4,080 women), an exploratory principal component analysis (PCA) was first conducted using 14 variables measuring entrepreneurial attitudes and perceptions, followed by Python-based K-means clustering. Results – Three distinct clusters emerged: (1) entrepreneurially engaged women with high perceived readiness and strong opportunity recognition; (2) proactive aspirants with high fear of failure despite positive attitudes; and (3) disengaged non-entrepreneurs with low proactivity and higher risk aversion. The clusters show clear separation in PCA space and significant differences across all attitudinal dimensions. Discussion – Results reveal heterogeneity in women’s entrepreneurial attitudes. Entrepreneurship-related perceptions may change over time due to external factors, suggesting that targeted interventions can foster female entrepreneurial activity.</abstractText>
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          <label>1. Becker, G. S. (1994). Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition. The University of Chicago Press. https://www.nber.org/books-and-chapters/human-capital-theoretical-and-empirical-analysis-special-reference-education-third-edition, DOI: 10.7208/chicago/9780226041223.001.0001</label>
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          <label>3. Brush, C. G., De Bruin, A., &amp; Welter, F. (2009). A gender‐aware framework for women's entrepreneurship. International Journal of Gender and Entrepreneurship, 1(1), 8-24. https://doi.org/10.1108/17566260910942318, DOI: 10.1108/17566260910942318</label>
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      <label>Krankovits Melinda et al. Identifying Entrepreneurial Patterns Among Women: A Cluster Analysis Approach. (2026) Megjelent: 45th International Conference on Organizational Science Development = 45. mednarodna konferenca o razvoju organizacijskih znanosti pp. 359-372</label><template>&lt;div class=&quot;BookChapter Publication short-list&quot;&gt; &lt;div class=&quot;authors&quot;&gt; &lt;span class=&quot;author-name&quot; mtid=&quot;10039183&quot;&gt; &lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10039183&quot; target=&quot;_blank&quot;&gt;Krankovits, Melinda&lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; ; &lt;span class=&quot;author-name&quot; mtid=&quot;10060697&quot;&gt; &lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10060697&quot; target=&quot;_blank&quot;&gt;Szennay, Áron&lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-type&quot;&gt; &lt;/span&gt; ; &lt;span class=&quot;author-name&quot; mtid=&quot;10033864&quot;&gt; &lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10033864&quot; target=&quot;_blank&quot;&gt;Csákné Filep, Judit&lt;/a&gt; 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&lt;div class=&quot;autype autype0&quot;&gt; &lt;span class=&quot;author-name&quot; mtid=&quot;10039183&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10039183&quot; target=&quot;_blank&quot;&gt;Krankovits Melinda (&lt;span class=&quot;authorship-author-name&quot;&gt;Krankovits Melinda&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; regionális gazdaságtan; informatika&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Széchenyi István Egyetem&quot;&gt;SZE&lt;/span&gt;/Informatikai és Villamosmérnöki Kar&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10060697&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10060697&quot; target=&quot;_blank&quot;&gt;Szennay Áron (&lt;span class=&quot;authorship-author-name&quot;&gt;Szennay Áron&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; &lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Budapesti Gazdaságtudományi Egyetem&quot;&gt;BGE&lt;/span&gt;/&lt;span title=&quot;Pénzügy és Számvitel Kar&quot;&gt;PSZK&lt;/span&gt;/Pénzügy Tanszék&lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; mtid=&quot;10033864&quot;&gt;&lt;a href=&quot;/gui2/?type=authors&amp;mode=browse&amp;sel=10033864&quot; target=&quot;_blank&quot;&gt;Csákné Filep Judit (&lt;span class=&quot;authorship-author-name&quot;&gt;Csákné Filep Judit&lt;/span&gt; &lt;span class=&quot;authorAux-mtmt&quot;&gt; Vállalkozástan&lt;/span&gt;) &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;author-affil&quot;&gt;&lt;span title=&quot;Nyíregyházi Egyetem&quot;&gt;NYE&lt;/span&gt;/&lt;span title=&quot;Gazdálkodástudományi Intézet&quot;&gt;GTI&lt;/span&gt;/Alkalmazott Gazdaságtani Intézeti Tanszék&lt;/span&gt; &lt;/div&gt; &lt;/div&gt; &lt;div class=&quot;title&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;37022237&quot; target=&quot;_blank&quot;&gt;Identifying Entrepreneurial Patterns Among Women: A Cluster Analysis Approach&lt;/a&gt;&lt;/div&gt; &lt;div class=&quot;InBook&quot;&gt;&lt;div class=&quot;chapter-in&quot;&gt;In:&lt;/div&gt; &lt;div class=&quot;authors&quot;&gt; &lt;div class=&quot;autype autype-1&quot;&gt; &lt;span class=&quot;author-name&quot; &gt;Šprajc Polona &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Bernik Mojca &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Čalopa Marina Klačmer &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Maletič Damjan &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Mihić Marko &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Petrović Nataša &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Podbregar Iztok &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Tomić Daniel &lt;/span&gt; ;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;span class=&quot;author-name&quot; &gt;Mohorič Anja Žnidaršič &lt;/span&gt; (szerk.) &lt;/div&gt; &lt;/div&gt; &lt;div class=&quot;booktitle&quot;&gt;&lt;a href=&quot;/gui2/?mode=browse&amp;params=publication;37013025&quot; target=&quot;_blank&quot;&gt;45th International Conference on Organizational Science Development = 45. mednarodna konferenca o razvoju organizacijskih znanosti : Organization and the Longevity Society = Organizacija in dolgoživa družba : Conference Proceedings = Konferenčni zbornik &lt;/a&gt;&lt;/div&gt; &lt;div class=&quot;conference&quot;&gt; Konferencia helye, ideje: &lt;span class=&quot;location&quot;&gt;Portoroz, Szlovénia &lt;span class=&quot;conference-date&quot;&gt;2026.03.18. - 2026.03.20.&lt;/span&gt; &lt;/div&gt; &lt;span class=&quot;publishedAt&quot;&gt;Maribor: &lt;span class=&quot;publishers&quot;&gt;University of Maribor Press&lt;/span&gt;, &lt;span class=&quot;page&quot;&gt; pp 359-372 &lt;/span&gt; &lt;span class=&quot;year&quot;&gt;(2026)&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;pub-footer&quot;&gt; &lt;span class=&quot;language&quot; xmlns=&quot;http://www.w3.org/1999/html&quot;&gt;Nyelv: Angol | &lt;/span&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;10.18690/um.fov.3.2026.27&quot; target=&quot;_blank&quot; href=&quot;https://doi.org/10.18690/um.fov.3.2026.27&quot;&gt; DOI &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:black&quot; title=&quot;https://press.um.si/index.php/ump/en/catalog/book/1053/chapter/1080&quot; target=&quot;_blank&quot; href=&quot;https://press.um.si/index.php/ump/en/catalog/book/1053/chapter/1080&quot;&gt; Egyéb URL &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;span class=&quot;bookchapter-ids&quot;&gt;Befoglaló link(ek):&lt;/span&gt; &lt;span class=&quot;identifiers&quot;&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;a style=&quot;color:blue&quot; title=&quot;10.18690/um.fov.3.2026&quot; target=&quot;_blank&quot; href=&quot;https://doi.org/10.18690/um.fov.3.2026&quot;&gt; DOI &lt;/a&gt; &lt;/span&gt; &lt;span class=&quot;id identifier oa_none&quot; title=&quot;none&quot;&gt; &lt;span class=&quot;isbnOrIssn&quot;&gt; ISBN: &lt;/span&gt; &lt;a style=&quot;color:black&quot; title=&quot;9789612991241&quot; target=&quot;_blank&quot; href=&quot;https://www.worldcat.org/search?q=isbn%3A9789612991241&quot;&gt; 9789612991241 &lt;/a&gt; &lt;/span&gt; &lt;/span&gt; &lt;div class=&quot;publication-citation&quot;&gt; &lt;a target=&quot;_blank&quot; href=&quot;/api/publication?cond=citations.related;eq;37022237&amp;sort=publishedYear,desc&amp;sort=title&quot;&gt; Idézett közlemények száma: 1 &lt;/a&gt; &lt;/div&gt; &lt;div class=&quot;mtid&quot;&gt;&lt;span class=&quot;long-pub-mtid&quot;&gt;Közlemény: 37022237&lt;/span&gt; | &lt;span class=&quot;status-data status-ADMIN_APPROVED&quot;&gt; Admin láttamozott &lt;/span&gt; &lt;span class=&quot;long-book-mtid&quot;&gt;Befoglaló: 37013025&lt;/span&gt; Forrás Idéző | &lt;span class=&quot;type-subtype&quot;&gt;Könyvrészlet ( Szaktanulmány ) &lt;/span&gt; | &lt;span class=&quot;pub-category&quot;&gt;Tudományos&lt;/span&gt; | &lt;span class=&quot;publication-sourceOfData&quot;&gt;&lt;/span&gt; &lt;/div&gt; &lt;div class=&quot;notDuplums&quot;&gt;&lt;a target=&quot;_blank&quot; href=&quot;/api/publication/37022237/notduplums&quot;&gt;1 Nem duplumnak jelölés&lt;/a&gt; &lt;/div&gt; &lt;div class=&quot;lastModified&quot;&gt;Utolsó módosítás: 2026.04.14. 14:44 Tóth Nándor (NYE admin 5) &lt;/div&gt; &lt;/div&gt; &lt;/div&gt;</template2>
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