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Differences in Collaboration Patterns across Discipline, Career Stage, and Gender

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Listed:
  • Xiao Han T Zeng
  • Jordi Duch
  • Marta Sales-Pardo
  • João A G Moreira
  • Filippo Radicchi
  • Haroldo V Ribeiro
  • Teresa K Woodruff
  • Luís A Nunes Amaral

Abstract

Collaboration plays an increasingly important role in promoting research productivity and impact. What remains unclear is whether female and male researchers in science, technology, engineering, and mathematical (STEM) disciplines differ in their collaboration propensity. Here, we report on an empirical analysis of the complete publication records of 3,980 faculty members in six STEM disciplines at select U.S. research universities. We find that female faculty have significantly fewer distinct co-authors over their careers than males, but that this difference can be fully accounted for by females’ lower publication rate and shorter career lengths. Next, we find that female scientists have a lower probability of repeating previous co-authors than males, an intriguing result because prior research shows that teams involving new collaborations produce work with higher impact. Finally, we find evidence for gender segregation in some sub-disciplines in molecular biology, in particular in genomics where we find female faculty to be clearly under-represented.An empirical analysis of researchers’ publications reveals that females have fewer distinct coauthors yet have a lower chance of repeating previous coauthors than their male counterparts.Author Summary: Collaboration plays an increasingly important role in promoting research productivity and impact. What remains unclear is whether female and male researchers differ in their collaboration practices. In our study, we report on an empirical analysis of the complete publication records of 3,980 faculty members in six science, technology, engineering, and mathematical disciplines at select U.S. research universities. First we found that female faculty have significantly fewer distinct co-authors over their careers than males, but that this difference can be fully accounted for by females’ lower publication rate and shorter career lengths. Next, we find that female scientists have a lower probability of repeating previous co-authors than males, an intriguing result because prior research shows that teams involving new collaborations produce work with higher impact. Finally, we find evidence for gender segregation in some sub-disciplines in molecular biology, in particular in genomics where we find female faculty to be clearly under-represented.

Suggested Citation

  • Xiao Han T Zeng & Jordi Duch & Marta Sales-Pardo & João A G Moreira & Filippo Radicchi & Haroldo V Ribeiro & Teresa K Woodruff & Luís A Nunes Amaral, 2016. "Differences in Collaboration Patterns across Discipline, Career Stage, and Gender," PLOS Biology, Public Library of Science, vol. 14(11), pages 1-19, November.
  • Handle: RePEc:plo:pbio00:1002573
    DOI: 10.1371/journal.pbio.1002573
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    References listed on IDEAS

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    1. Abramo, Giovanni & D’Angelo, Ciriaco Andrea & Murgia, Gianluca, 2013. "The collaboration behaviors of scientists in Italy: A field level analysis," Journal of Informetrics, Elsevier, vol. 7(2), pages 442-454.
    2. 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.
    3. Bozeman, Barry & Gaughan, Monica, 2011. "How do men and women differ in research collaborations? An analysis of the collaborative motives and strategies of academic researchers," Research Policy, Elsevier, vol. 40(10), pages 1393-1402.
    4. 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.
    5. Chris Bart & Gregory McQueen, 2013. "Why women make better directors," International Journal of Business Governance and Ethics, Inderscience Enterprises Ltd, vol. 8(1), pages 93-99.
    6. Abramo, Giovanni & D’Angelo, Ciriaco Andrea & Murgia, Gianluca, 2013. "Gender differences in research collaboration," Journal of Informetrics, Elsevier, vol. 7(4), pages 811-822.
    7. Bozeman, Barry & Corley, Elizabeth, 2004. "Scientists' collaboration strategies: implications for scientific and technical human capital," Research Policy, Elsevier, vol. 33(4), pages 599-616, May.
    8. Jordi Duch & Xiao Han T Zeng & Marta Sales-Pardo & Filippo Radicchi & Shayna Otis & Teresa K Woodruff & Luís A Nunes Amaral, 2012. "The Possible Role of Resource Requirements and Academic Career-Choice Risk on Gender Differences in Publication Rate and Impact," PLOS ONE, Public Library of Science, vol. 7(12), pages 1-11, December.
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    Cited by:

    1. 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.
    2. Zhang, Lin & Shang, Yuanyuan & HUANG, Ying & Sivertsen, Gunnar, 2021. "Gender differences among active reviewers: an investigation based on Publons," SocArXiv 4z6w8, Center for Open Science.
    3. Liang, Guoqiang & Hou, Haiyan & Ding, Ying & Hu, Zhigang, 2020. "Knowledge recency to the birth of Nobel Prize-winning articles: Gender, career stage, and country," Journal of Informetrics, Elsevier, vol. 14(3).
    4. Hajibabaei, Anahita & Schiffauerova, Andrea & Ebadi, Ashkan, 2022. "Gender-specific patterns in the artificial intelligence scientific ecosystem," Journal of Informetrics, Elsevier, vol. 16(2).
    5. Antonio De Nicola & Gregorio D’Agostino, 2021. "Assessment of gender divide in scientific communities," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(5), pages 3807-3840, May.
    6. Hamdi A. Al-Jamimi & Galal M. BinMakhashen & Lutz Bornmann, 2022. "Use of bibliometrics for research evaluation in emerging markets economies: a review and discussion of bibliometric indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(10), pages 5879-5930, October.
    7. 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.
    8. Josh Yamamoto & Eitan Frachtenberg, 2022. "Gender Differences in Collaboration Patterns in Computer Science," Publications, MDPI, vol. 10(1), pages 1-21, February.
    9. 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).
    10. Junwan Liu & Yinglu Song & Sai Yang, 2020. "Gender disparities in the field of economics," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(2), pages 1477-1498, November.
    11. 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.
    12. 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.
    13. Wang, Yukai & Yang, Zhongkai & Liu, Lanjian & Wang, Xianwen, 2020. "Gender bias in patenting process," Journal of Informetrics, Elsevier, vol. 14(3).
    14. Hannah B. Love & Alyssa Stephens & Bailey K. Fosdick & Elizabeth Tofany & Ellen R. Fisher, 2022. "The impact of gender diversity on scientific research teams: a need to broaden and accelerate future research," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-12, December.
    15. Sabrina J. Mayer & Justus M. K. Rathmann, 2018. "How does research productivity relate to gender? Analyzing gender differences for multiple publication dimensions," Scientometrics, Springer;Akadémiai Kiadó, vol. 117(3), pages 1663-1693, December.
    16. 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.
    17. Hannah B. Love & Bailey K. Fosdick & Jennifer E. Cross & Meghan Suter & Dinaida Egan & Elizabeth Tofany & Ellen R. Fisher, 2022. "Towards understanding the characteristics of successful and unsuccessful collaborations: a case-based team science study," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    18. Eduardo B Araújo & Nuno A M Araújo & André A Moreira & Hans J Herrmann & José S Andrade Jr., 2017. "Gender differences in scientific collaborations: Women are more egalitarian than men," PLOS ONE, Public Library of Science, vol. 12(5), pages 1-10, May.
    19. Kristoffer Rørstad & Dag W Aksnes & Fredrik Niclas Piro, 2021. "Generational differences in international research collaboration: A bibliometric study of Norwegian University staff," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-21, November.
    20. Alexander Krauss, 2024. "Science’s greatest discoverers: a shift towards greater interdisciplinarity, top universities and older age," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    21. Luís A Nunes Amaral & João A G Moreira & Murielle L Dunand & Heliodoro Tejedor Navarro & Hyojun Ada Lee, 2020. "Long-term patterns of gender imbalance in an industry without ability or level of interest differences," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-17, April.
    22. Caroline Wagner, 2016. "Rosalind’s Ghost: Biology, Collaboration, and the Female," PLOS Biology, Public Library of Science, vol. 14(11), pages 1-5, November.
    23. 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.
    24. Cardoso, M. & Mendes, R.S. & Souza, J.T.G. & Ribeiro, H.V., 2020. "Gender difference in candidature processes for Brazilian elections," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 537(C).

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