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  • Item type:Publication,
    Gender-based homophily in research: A large-scale study of man-woman collaboration Open PDF 
    (2021)
    Kwiek, M.
    ;
    Roszka, W.
    We examined the male-female collaboration practices of all internationally visible Polish university professors (N = 25,463) based on their Scopus-indexed publications from 2009-2018 (158,743 journal articles). We merged a national registry of 99,935 scientists (with full administrative and biographical data) with the Scopus publication database, using probabilistic and deterministic record linkage. Our unique biographical, administrative, publication, and citation database ("The Polish Science Observatory") included all professors with at least a doctoral degree employed in 85 research-involved universities. We determined what we term an "individual publication portfolio" for every professor, and we examined the respective impacts of biological age, academic position, academic discipline, average journal prestige, and type of institution on the same-sex collaboration ratio. The gender homophily principle (publishing predominantly with scientists of the same sex) was found to apply to male scientists - but not to females. The majority of male scientists collaborate solely with males; most female scientists, in contrast, do not collaborate with females at all. Across all age groups studied, all-female collaboration is marginal, while all-male collaboration is pervasive. Gender homophily in research-intensive institutions proved stronger for males than for females. Finally, we used a multi-dimensional fractional logit regression model to estimate the impact of gender and other individual-level and institutional-level independent variables on gender homophily in research collaboration. © 2021 EDP Sciences. All rights reserved.
  • Item type:Publication,
    A Retrospective of Women Entrepreneurship Research and Future Research Directions
    (2024)
    Iqbal, S.
    ;
    Farrukh, M.
    ;
    Bhaumik, A.
    Entrepreneurship, and especially the involvement of women, is crucial to the advancement of the economy and society as a whole. By using bibliometric analysis, this article gives a thorough review of contemporary research on women’s entrepreneurship. This study examines a variety of factors, including countries, academic publications, authors and suggested areas for further research. The study’s objectives are to guide future research, educate policymakers and serve as a resource for researchers interested in furthering the study of women’s entrepreneurship and its societal implications. © 2024 MDI.