IDEAS home Printed from https://ideas.repec.org/p/osf/socarx/ep5bx_v1.html
   My bibliography  Save this paper

Gender differences in the patterns and consequences of changing research directions in scientific careers

Author

Listed:
  • Zhang, Lin
  • Qi, Fan
  • Sivertsen, Gunnar
  • Liang, Liming
  • Campbell, David

Abstract

Changes of research directions in scientific careers are related to the so-called “essential tension” between exploration of new knowledge and exploitation of established knowledge in research and innovation. Changes of research directions are thereby assumed to influence the evolution of science in general. Research has shown that such changes may also affect the success of individual scientists in their careers. However, the gender dimension of this aspect of career development is so far understudied. There is also need for more dynamic indicators to record and interpret career developments in macro data. This study combines the gender perspective with the introduction of new indicators. We selected more than 29,000 scientists in Physics & Astronomy and studied them over six decades using a bibliographic dataset from Scopus. We find that women are less likely to change research directions than their men counterparts, and that the research performance of women is less negatively affected by changing research directions. We discuss the policy implications of these findings as well as the methodological advancement related to the new indicators of career development.

Suggested Citation

  • Zhang, Lin & Qi, Fan & Sivertsen, Gunnar & Liang, Liming & Campbell, David, 2023. "Gender differences in the patterns and consequences of changing research directions in scientific careers," SocArXiv ep5bx_v1, Center for Open Science.
  • Handle: RePEc:osf:socarx:ep5bx_v1
    DOI: 10.31219/osf.io/ep5bx_v1
    as

    Download full text from publisher

    File URL: https://osf.io/download/650909851e76a41aea8a9969/
    Download Restriction: no

    File URL: https://libkey.io/10.31219/osf.io/ep5bx_v1?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
    ---><---

    References listed on IDEAS

    as
    1. Benjamin F. Jones, 2009. "The Burden of Knowledge and the "Death of the Renaissance Man": Is Innovation Getting Harder?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(1), pages 283-317.
    2. Iina Hellsten & Renaud Lambiotte & Andrea Scharnhorst & Marcel Ausloos, 2007. "Self-citations, co-authorships and keywords: A new approach to scientists’ field mobility?," Scientometrics, Springer;Akadémiai Kiadó, vol. 72(3), pages 469-486, September.
    3. Abramo, Giovanni & D'Angelo, Ciriaco Andrea & Di Costa, Flavia, 2019. "Diversification versus specialization in scientific research: Which strategy pays off?," Technovation, Elsevier, vol. 82, pages 51-57.
    4. Zhang, Lin & Sivertsen, Gunnar & Du, Huiying & HUANG, Ying & Glänzel, Wolfgang, 2021. "Gender differences in the aims and impacts of research," SocArXiv 9n347, Center for Open Science.
    5. 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.
    6. Henk F. Moed & M’hamed Aisati & Andrew Plume, 2013. "Studying scientific migration in Scopus," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 929-942, March.
    7. Pierre Azoulay & Freda B. Lynn, 2020. "Self-Citation, Cumulative Advantage, and Gender Inequality in Science," NBER Working Papers 26893, National Bureau of Economic Research, Inc.
    8. An Zeng & Zhesi Shen & Jianlin Zhou & Ying Fan & Zengru Di & Yougui Wang & H. Eugene Stanley & Shlomo Havlin, 2019. "Increasing trend of scientists to switch between topics," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    9. Maxime Rivest & Etienne Vignola-Gagné & Éric Archambault, 2021. "Article-level classification of scientific publications: A comparison of deep learning, direct citation and bibliographic coupling," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-18, May.
    10. Lu Liu & Nima Dehmamy & Jillian Chown & C. Lee Giles & Dashun Wang, 2021. "Understanding the onset of hot streaks across artistic, cultural, and scientific careers," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    11. Eckel, Catherine C. & Grossman, Philip J., 2008. "Men, Women and Risk Aversion: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 113, pages 1061-1073, Elsevier.
    12. Laurent Bergé, 2018. "Efficient estimation of maximum likelihood models with multiple fixed-effects: the R package FENmlm," DEM Discussion Paper Series 18-13, Department of Economics at the University of Luxembourg.
    13. Lawson, Cornelia & Soós,Sándor, 2014. "A Thematic Mobility Measure for Econometric Analysis," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201402, University of Turin.
    14. Diana Hicks & Paul Wouters & Ludo Waltman & Sarah de Rijcke & Ismael Rafols, 2015. "Bibliometrics: The Leiden Manifesto for research metrics," Nature, Nature, vol. 520(7548), pages 429-431, April.
    15. Molly Lewis & Gary Lupyan, 2020. "Gender stereotypes are reflected in the distributional structure of 25 languages," Nature Human Behaviour, Nature, vol. 4(10), pages 1021-1028, October.
    16. Hirotaka Kawashima & Hiroyuki Tomizawa, 2015. "Accuracy evaluation of Scopus Author ID based on the largest funding database in Japan," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(3), pages 1061-1071, June.
    17. Andy Stirling, 2007. "A General Framework for Analysing Diversity in Science, Technology and Society," SPRU Working Paper Series 156, SPRU - Science Policy Research Unit, University of Sussex Business School.
    18. Valeria Aman, 2018. "Does the Scopus author ID suffice to track scientific international mobility? A case study based on Leibniz laureates," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(2), pages 705-720, November.
    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. Amit Jain & Will Mitchell, 2022. "Specialization as a double‐edged sword: The relationship of scientist specialization with R&D productivity and impact following collaborator change," Strategic Management Journal, Wiley Blackwell, vol. 43(5), pages 986-1024, May.
    21. 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.
    22. Luke Holman & Devi Stuart-Fox & Cindy E Hauser, 2018. "The gender gap in science: How long until women are equally represented?," PLOS Biology, Public Library of Science, vol. 16(4), pages 1-20, April.
    23. Chiara Franzoni & Cristina Rossi-Lamastra, 2017. "Academic tenure, risk-taking and the diversification of scientific research," Industry and Innovation, Taylor & Francis Journals, vol. 24(7), pages 691-712, October.
    24. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    25. Meier-Pesti, Katja & Penz, Elfriede, 2008. "Sex or gender? Expanding the sex-based view by introducing masculinity and femininity as predictors of financial risk taking," Journal of Economic Psychology, Elsevier, vol. 29(2), pages 180-196, April.
    26. Fan Qi & Hongyu Zhou & Beibei Sun & Ying Huang & Lin Zhang, 2024. "Facilitating interdisciplinarity: the contributions of boundary-crossing activities among disciplines," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(10), pages 6435-6453, October.
    27. João M. Fernandes & Paulo Cortez, 2020. "Alphabetic order of authors in scholarly publications: a bibliometric study for 27 scientific fields," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 2773-2792, December.
    28. Tao Jia & Dashun Wang & Boleslaw K. Szymanski, 2017. "Quantifying patterns of research-interest evolution," Nature Human Behaviour, Nature, vol. 1(4), pages 1-7, April.
    29. Edwin Horlings & Thomas Gurney, 2013. "Search strategies along the academic lifecycle," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 1137-1160, March.
    Full references (including those not matched with items on IDEAS)

    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. Zhang, Lin & Qi, Fan & Sivertsen, Gunnar & Liang, Liming & Campbell, David, 2023. "Gender differences in the patterns and consequences of changing specialization in scientific careers," SocArXiv ep5bx, Center for Open Science.
    2. Liang, Zhentao & Ba, Zhichao & Mao, Jin & Li, Gang, 2023. "Research complexity increases with scientists’ academic age: Evidence from library and information science," Journal of Informetrics, Elsevier, vol. 17(1).
    3. Fan Qi & Hongyu Zhou & Beibei Sun & Ying Huang & Lin Zhang, 2024. "Facilitating interdisciplinarity: the contributions of boundary-crossing activities among disciplines," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(10), pages 6435-6453, October.
    4. Gaetan de Rassenfosse & Kyle Higham & Orion Penner, 2022. "Scientific rewards for biomedical specialization are large and persistent," Working Papers 19, Chair of Science, Technology, and Innovation Policy.
    5. Massimiliano Coda-Zabetta & Francesco Lissoni & Ernest Miguelez, 2024. "Star recruitment and internationalization effects: an analysis of the Alexander von Humboldt professorship programme," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 51(3), pages 667-690, September.
    6. Lu Liu & Benjamin F. Jones & Brian Uzzi & Dashun Wang, 2023. "Data, measurement and empirical methods in the science of science," Nature Human Behaviour, Nature, vol. 7(7), pages 1046-1058, July.
    7. Thelwall, Mike & Kousha, Kayvan & Stuart, Emma & Makita, Meiko & Abdoli, Mahshid & Wilson, Paul & Levitt, Jonathan, 2023. "Do bibliometrics introduce gender, institutional or interdisciplinary biases into research evaluations?," Research Policy, Elsevier, vol. 52(8).
    8. Guo, Liying & Wang, Yang & Li, Meiling, 2024. "Exploration, exploitation and funding success: Evidence from junior scientists supported by the Chinese Young Scientists Fund," Journal of Informetrics, Elsevier, vol. 18(2).
    9. Arjun Prakash & Jeevan John Varghese & Shruti Aggarwal, 2024. "Gender of gender studies: examining regional and gender-based disparities in scholarly publications," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(7), pages 4471-4493, July.
    10. Xinyi Zhao & Samin Aref & Emilio Zagheni & Guy Stecklov, 2022. "Return migration of German-affiliated researchers: analyzing departure and return by gender, cohort, and discipline using Scopus bibliometric data 1996–2020," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 7707-7729, December.
    11. Feng Shi & James Evans, 2023. "Surprising combinations of research contents and contexts are related to impact and emerge with scientific outsiders from distant disciplines," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    12. Anna Kiss & Sándor Soós & Andrea Petróczi, 2024. "Impact as equalizer: the demise of gender-related differences in anti-doping research," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(7), pages 4071-4108, July.
    13. Cui, Haochuan & Zeng, An & Fan, Ying & Di, Zengru, 2021. "Quantifying the impact of a teamwork publication," Journal of Informetrics, Elsevier, vol. 15(4).
    14. Asli Ebru Şanlitürk & Samin Aref & Emilio Zagheni & Francesco C. Billari, 2022. "Homecoming after Brexit: evidence on academic migration from bibliometric data," MPIDR Working Papers WP-2022-019, Max Planck Institute for Demographic Research, Rostock, Germany.
    15. Confraria, Hugo & Ciarli, Tommaso & Noyons, Ed, 2024. "Countries' research priorities in relation to the Sustainable Development Goals," Research Policy, Elsevier, vol. 53(3).
    16. Alex J. Yang & Huimin Xu & Ying Ding & Meijun Liu, 2024. "Unveiling the dynamics of team age structure and its impact on scientific innovation," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(10), pages 6127-6148, October.
    17. Fontana, Magda & Iori, Martina & Montobbio, Fabio & Sinatra, Roberta, 2020. "New and atypical combinations: An assessment of novelty and interdisciplinarity," Research Policy, Elsevier, vol. 49(7).
    18. Giovanni Abramo & Ciriaco Andrea D’Angelo & Flavia Costa, 2024. "Do research assessment systems have the potential to hinder scientists from diversifying their research pursuits?," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(10), pages 5915-5935, October.
    19. Wenxuan Shi & Renli Wu, 2024. "Women’s strength in science: exploring the influence of female participation on research impact and innovation," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(7), pages 4529-4551, July.
    20. Lee, Jangwook & Chung, Jiyoon, 2022. "Women in top management teams and their impact on innovation," Technological Forecasting and Social Change, Elsevier, vol. 183(C).

    More about this item

    Statistics

    Access and download statistics

    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:osf:socarx:ep5bx_v1. 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: OSF (email available below). General contact details of provider: https://arabixiv.org .

    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.