IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v127y2022i4d10.1007_s11192-022-04308-7.html
   My bibliography  Save this article

Are female scientists less inclined to publish alone? The gender solo research gap

Author

Listed:
  • Marek Kwiek

    (Adam Mickiewicz University of Poznan)

  • Wojciech Roszka

    (Poznan University of Economics and Business)

Abstract

In solo research, scientists compete individually for prestige, sending clear signals about their research ability, avoiding problems in credit allocation, and reducing conflicts about authorship. We examine to what extent male and female scientists differ in their use of solo publishing across various dimensions. This research is the first to comprehensively study the “gender solo research gap” among all internationally visible scientists within a whole national higher education system. We examine the gap through mean “individual solo publishing rates” found in “individual publication portfolios” constructed for each Polish university professor. We use the practical significance/statistical significance difference (based on the effect-size r coefficient) and our analyses indicate that while some gender differences are statistically significant, they have no practical significance. Using a partial effects of fractional logistic regression approach, we estimate the probability of conducting solo research. In none of the models does gender explain the variability of the individual solo publishing rate. The strongest predictor of individual solo publishing rate is the average team size, publishing in STEM fields negatively affects the rate, publishing in male-dominated disciplines positively affects it, and the influence of international collaboration is negative. The gender solo research gap in Poland is much weaker than expected: within a more general trend toward team research and international research, gender differences in solo research are much weaker and less relevant than initially assumed. We use our unique biographical, administrative, publication, and citation database (“Polish Science Observatory”) with metadata on all Polish scientists present in Scopus (N = 25,463) and their 158,743 Scopus-indexed articles published in 2009–2018, including 18,900 solo articles.

Suggested Citation

  • Marek Kwiek & Wojciech Roszka, 2022. "Are female scientists less inclined to publish alone? The gender solo research gap," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(4), pages 1697-1735, April.
  • Handle: RePEc:spr:scient:v:127:y:2022:i:4:d:10.1007_s11192-022-04308-7
    DOI: 10.1007/s11192-022-04308-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-022-04308-7
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11192-022-04308-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Heather Sarsons & Klarita Gërxhani & Ernesto Reuben & Arthur Schram, 2021. "Gender Differences in Recognition for Group Work," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 101-147.
    2. Vincent Larivière & Chaoqun Ni & Yves Gingras & Blaise Cronin & Cassidy R. Sugimoto, 2013. "Bibliometrics: Global gender disparities in science," Nature, Nature, vol. 504(7479), pages 211-213, December.
    3. Kwiek, Marek & Roszka, Wojciech, 2021. "Gender-based homophily in research: A large-scale study of man-woman collaboration," Journal of Informetrics, Elsevier, vol. 15(3).
    4. Shubhanshu Mishra & Brent D Fegley & Jana Diesner & Vetle I Torvik, 2018. "Self-citation is the hallmark of productive authors, of any gender," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-21, September.
    5. Vincent Larivière & Yves Gingras, 2010. "The impact factor's Matthew Effect: A natural experiment in bibliometrics," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(2), pages 424-427, February.
    6. Dorte Henriksen, 2016. "The rise in co-authorship in the social sciences (1980–2013)," Scientometrics, Springer;Akadémiai Kiadó, vol. 107(2), pages 455-476, May.
    7. Esmeralda A. Ramalho & Joaquim J.S. Ramalho & José M.R. Murteira, 2011. "Alternative Estimating And Testing Empirical Strategies For Fractional Regression Models," Journal of Economic Surveys, Wiley Blackwell, vol. 25(1), pages 19-68, February.
    8. Marek Kwiek, 2018. "High research productivity in vertically undifferentiated higher education systems: Who are the top performers?," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(1), pages 415-462, April.
    9. Mary K. Feeney & Margarita Bernal, 2010. "Women in STEM networks: who seeks advice and support from women scientists?," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(3), pages 767-790, December.
    10. Francine D. Blau & Lawrence M. Kahn, 2000. "Gender Differences in Pay," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 75-99, Fall.
    11. Cassidy R. Sugimoto & Chaoqun Ni & Vincent Larivière, 2015. "On the relationship between gender disparities in scholarly communication and country-level development indicators," Science and Public Policy, Oxford University Press, vol. 42(6), pages 789-810.
    12. van den Besselaar, Peter & Sandström, Ulf, 2015. "Early career grants, performance, and careers: A study on predictive validity of grant decisions," Journal of Informetrics, Elsevier, vol. 9(4), pages 826-838.
    13. Nabanita Datta Gupta & Anders Poulsen & Marie Claire Villeval, 2013. "Gender Matching And Competitiveness: Experimental Evidence," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 816-835, January.
    14. Vincent Larivière & Yves Gingras, 2010. "The impact factor's Matthew Effect: A natural experiment in bibliometrics," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 61(2), pages 424-427, February.
    15. Peter van den Besselaar & Ulf Sandström, 2017. "Vicious circles of gender bias, lower positions, and lower performance: Gender differences in scholarly productivity and impact," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-16, August.
    16. Seongkyoon Jeong & Jae Young Choi & Jang-Yun Kim, 2014. "On the drivers of international collaboration: The impact of informal communication, motivation, and research resources," Science and Public Policy, Oxford University Press, vol. 41(4), pages 520-531.
    17. Heather Sarsons, 2017. "Recognition for Group Work: Gender Differences in Academia," American Economic Review, American Economic Association, vol. 107(5), pages 141-145, May.
    18. Helmut A. Abt, 2007. "The future of single-authored papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 73(3), pages 353-358, December.
    19. Giovanni Abramo & Ciriaco Andrea D’Angelo & Flavia Costa, 2019. "A gender analysis of top scientists’ collaboration behavior: evidence from Italy," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 405-418, August.
    20. Luke Holman & Claire Morandin, 2019. "Researchers collaborate with same-gendered colleagues more often than expected across the life sciences," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-19, April.
    21. McDowell, John M & Smith, Janet Kiholm, 1992. "The Effect of Gender-Sorting on Propensity to Coauthor: Implications for Academic Promotion," Economic Inquiry, Western Economic Association International, vol. 30(1), pages 68-82, January.
    22. Vincent Larivière & Etienne Vignola-Gagné & Christian Villeneuve & Pascal Gélinas & Yves Gingras, 2011. "Sex differences in research funding, productivity and impact: an analysis of Québec university professors," Scientometrics, Springer;Akadémiai Kiadó, vol. 87(3), pages 483-498, June.
    23. Matthias Potthoff & Fabian Zimmermann, 2017. "Is there a gender-based fragmentation of communication science? An investigation of the reasons for the apparent gender homophily in citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(2), pages 1047-1063, August.
    24. Vincent Larivière & Yves Gingras & Éric Archambault, 2006. "Canadian collaboration networks: A comparative analysis of the natural sciences, social sciences and the humanities," Scientometrics, Springer;Akadémiai Kiadó, vol. 68(3), pages 519-533, September.
    25. Helena Mihaljević-Brandt & Lucía Santamaría & Marco Tullney, 2016. "The Effect of Gender in the Publication Patterns in Mathematics," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-23, October.
    26. Marek Kwiek, 2020. "Internationalists and locals: international research collaboration in a resource-poor system," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(1), pages 57-105, July.
    27. Seongkyoon Jeong & Jae Young Choi & Jaeyun Kim, 2011. "The determinants of research collaboration modes: exploring the effects of research and researcher characteristics on co-authorship," Scientometrics, Springer;Akadémiai Kiadó, vol. 89(3), pages 967-983, December.
    28. Maliniak, Daniel & Powers, Ryan & Walter, Barbara F., 2013. "The Gender Citation Gap in International Relations," International Organization, Cambridge University Press, vol. 67(4), pages 889-922, October.
    29. Clemens B. Fell & Cornelius J. König, 2016. "Is there a gender difference in scientific collaboration? A scientometric examination of co-authorships among industrial–organizational psychologists," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(1), pages 113-141, July.
    30. Mohsen Jadidi & Fariba Karimi & Haiko Lietz & Claudia Wagner, 2018. "Gender Disparities In Science? Dropout, Productivity, Collaborations And Success Of Male And Female Computer Scientists," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 21(03n04), pages 1-23, May.
    31. Jevin D West & Jennifer Jacquet & Molly M King & Shelley J Correll & Carl T Bergstrom, 2013. "The Role of Gender in Scholarly Authorship," PLOS ONE, Public Library of Science, vol. 8(7), pages 1-6, July.
    32. Landry, Rejean & Amara, Nabil, 1998. "The impact of transaction costs on the institutional structuration of collaborative academic research," Research Policy, Elsevier, vol. 27(9), pages 901-913, December.
    33. Peter van den Besselaar & Ulf Sandström, 2016. "Gender differences in research performance and its impact on careers: a longitudinal case study," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 143-162, January.
    34. Mary Frank Fox & Mary Lynn Realff & Diana Roldan Rueda & Jillian Morn, 2017. "International research collaboration among women engineers: frequency and perceived barriers, by regions," The Journal of Technology Transfer, Springer, vol. 42(6), pages 1292-1306, December.
    35. Vincent Larivière & Yves Gingras & Cassidy R. Sugimoto & Andrew Tsou, 2015. "Team size matters: Collaboration and scientific impact since 1900," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 66(7), pages 1323-1332, July.
    36. Ding-wei Huang, 2015. "Temporal evolution of multi-author papers in basic sciences from 1960 to 2010," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 2137-2147, December.
    37. Dag W. Aksnes & Kristoffer Rorstad & Fredrik Piro & Gunnar Sivertsen, 2011. "Are female researchers less cited? A large-scale study of Norwegian scientists," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(4), pages 628-636, April.
    38. Thelwall, Mike & Bailey, Carol & Tobin, Catherine & Bradshaw, Noel-Ann, 2019. "Gender differences in research areas, methods and topics: Can people and thing orientations explain the results?," Journal of Informetrics, Elsevier, vol. 13(1), pages 149-169.
    39. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    40. Abramo, Giovanni & D’Angelo, Ciriaco Andrea & Murgia, Gianluca, 2013. "Gender differences in research collaboration," Journal of Informetrics, Elsevier, vol. 7(4), pages 811-822.
    41. Liz Allen & Jo Scott & Amy Brand & Marjorie Hlava & Micah Altman, 2014. "Publishing: Credit where credit is due," Nature, Nature, vol. 508(7496), pages 312-313, April.
    42. João Carlos Nabout & Micael Rosa Parreira & Fabrício Barreto Teresa & Fernanda Melo Carneiro & Hélida Ferreira Cunha & Luciana Souza Ondei & Samantha Salomão Caramori & Thannya Nascimento Soares, 2015. "Publish (in a group) or perish (alone): the trend from single- to multi-authorship in biological papers," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 357-364, January.
    43. Georghiou, Luke, 1998. "Global cooperation in research," Research Policy, Elsevier, vol. 27(6), pages 611-626, September.
    44. Dag W. Aksnes & Fredrik Niclas Piro & Kristoffer Rørstad, 2019. "Gender gaps in international research collaboration: a bibliometric approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 747-774, August.
    45. Cummings, Jonathon N. & Kiesler, Sara, 2007. "Coordination costs and project outcomes in multi-university collaborations," Research Policy, Elsevier, vol. 36(10), pages 1620-1634, December.
    46. John M. McDowell & Larry D. Singell & Mark Stater, 2006. "Two to Tango? Gender Differences in the Decisions to Publish and Coauthor," Economic Inquiry, Western Economic Association International, vol. 44(1), pages 153-168, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marek Kwiek & Wojciech Roszka, 2022. "Academic vs. biological age in research on academic careers: a large-scale study with implications for scientifically developing systems," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(6), pages 3543-3575, June.
    2. Chunhai Gao & Sabika Khalid & NGUYEN Van Thang & Endale Tadesse, 2023. "Comparing Apples With Apples: Women Faculty Research Productivity in Vietnamese Higher Education," SAGE Open, , vol. 13(3), pages 21582440231, August.
    3. Hamid R. Jamali & Alireza Abbasi, 2023. "Gender gaps in Australian research publishing, citation and co-authorship," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(5), pages 2879-2893, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kwiek, Marek & Roszka, Wojciech, 2021. "Gender-based homophily in research: A large-scale study of man-woman collaboration," Journal of Informetrics, Elsevier, vol. 15(3).
    2. Abdelghani Maddi & Yves Gingras, 2021. "Gender Diversity In Research Teams And Citation Impact In Economics And Management," Journal of Economic Surveys, Wiley Blackwell, vol. 35(5), pages 1381-1404, December.
    3. Marek Kwiek & Wojciech Roszka, 2021. "Gender Disparities In International Research Collaboration: A Study Of 25,000 University Professors," Journal of Economic Surveys, Wiley Blackwell, vol. 35(5), pages 1344-1380, December.
    4. Marek Kwiek, 2020. "Internationalists and locals: international research collaboration in a resource-poor system," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(1), pages 57-105, July.
    5. Liu, Meijun & Zhang, Ning & Hu, Xiao & Jaiswal, Ajay & Xu, Jian & Chen, Hong & Ding, Ying & Bu, Yi, 2022. "Further divided gender gaps in research productivity and collaboration during the COVID-19 pandemic: Evidence from coronavirus-related literature," Journal of Informetrics, Elsevier, vol. 16(2).
    6. Hajibabaei, Anahita & Schiffauerova, Andrea & Ebadi, Ashkan, 2022. "Gender-specific patterns in the artificial intelligence scientific ecosystem," Journal of Informetrics, Elsevier, vol. 16(2).
    7. Roberta Ruggieri & Fabrizio Pecoraro & Daniela Luzi, 2021. "An intersectional approach to analyse gender productivity and open access: a bibliometric analysis of the Italian National Research Council," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1647-1673, February.
    8. Abramo, Giovanni & Aksnes, Dag W. & D’Angelo, Ciriaco Andrea, 2021. "Gender differences in research performance within and between countries: Italy vs Norway," Journal of Informetrics, Elsevier, vol. 15(2).
    9. Giovanni Abramo & Ciriaco Andrea D’Angelo & Flavia Costa, 2019. "A gender analysis of top scientists’ collaboration behavior: evidence from Italy," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(2), pages 405-418, August.
    10. Jyoti Paswan & Vivek Kumar Singh, 2020. "Gender and research publishing analyzed through the lenses of discipline, institution types, impact and international collaboration: a case study from India," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(1), pages 497-515, April.
    11. Marek Kwiek & Wojciech Roszka, 2022. "Academic vs. biological age in research on academic careers: a large-scale study with implications for scientifically developing systems," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(6), pages 3543-3575, June.
    12. Josh Yamamoto & Eitan Frachtenberg, 2022. "Gender Differences in Collaboration Patterns in Computer Science," Publications, MDPI, vol. 10(1), pages 1-21, February.
    13. Shen, Hongquan & Xie, Juan & Ao, Weiyi & Cheng, Ying, 2022. "The continuity and citation impact of scientific collaboration with different gender composition," Journal of Informetrics, Elsevier, vol. 16(1).
    14. Hamid R. Jamali & Alireza Abbasi, 2023. "Gender gaps in Australian research publishing, citation and co-authorship," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(5), pages 2879-2893, May.
    15. Lin Zhang & Gunnar Sivertsen & Huiying Du & Ying Huang & Wolfgang Glänzel, 2021. "Gender differences in the aims and impacts of research," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(11), pages 8861-8886, November.
    16. de Frutos-Belizón, Jesús & García-Carbonell, Natalia & Ruíz-Martínez, Marta & Sánchez-Gardey, Gonzalo, 2023. "Disentangling international research collaboration in the Spanish academic context: Is there a desirable researcher human capital profile?," Research Policy, Elsevier, vol. 52(6).
    17. Luke Holman & Claire Morandin, 2019. "Researchers collaborate with same-gendered colleagues more often than expected across the life sciences," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-19, April.
    18. Ho Fai Chan & Benno Torgler, 2020. "Gender differences in performance of top cited scientists by field and country," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 2421-2447, December.
    19. Yuanyuan Shang & Gunnar Sivertsen & Zhe Cao & Lin Zhang, 2022. "Gender differences among first authors in research focused on the Sustainable Development Goal of Gender Equality," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 4769-4796, August.
    20. Lin Zhang & Yuanyuan Shang & Ying Huang & Gunnar Sivertsen, 2022. "Gender differences among active reviewers: an investigation based on publons," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(1), pages 145-179, January.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:scient:v:127:y:2022:i:4:d:10.1007_s11192-022-04308-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.