The DOI matches its Crossref record; 34 of the 34 references it cites were found in a registry or an index.
The Possible Role of Resource Requirements and Academic Career-Choice Risk on Gender Differences in Publication Rate and Impact
Open accessAbstract
Many studies demonstrate that there is still a significant gender bias, especially at higher career levels, in many areas including science, technology, engineering, and mathematics (STEM). We investigated field-dependent, gender-specific effects of the selective pressures individuals experience as they pursue a career in academia within seven STEM disciplines. We built a unique database that comprises 437,787 publications authored by 4,292 faculty members at top United States research universities. Our analyses reveal that gender differences in publication rate and impact are discipline-specific. Our results also support two hypotheses. First, the widely-reported lower publication rates of female faculty are correlated with the amount of research resources typically needed in the discipline considered, and thus may be explained by the lower level of institutional support historically received by females. Second, in disciplines where pursuing an academic position incurs greater career risk, female faculty tend to have a greater fraction of higher impact publications than males. Our findings have significant, field-specific, policy implications for achieving diversity at the faculty level within the STEM disciplines.
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Cites
An index to quantify an individual’s scientific research output
Hirsch, J. E. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0507655102 · Cited by 11,669
The Matthew Effect in Science: The reward and communication systems of science are considered.
Merton, R. K. (1968) · Science · doi:10.1126/science.159.3810.56 · Cited by 6,720
(1968) · PubMed · Cited by 4,803
Gender differences in risk taking: a meta-analysis
Byrnes, J. P., Miller, D. C., & Schafer, W. D. (1999) · Psychological Bulletin · doi:10.1037/0033-2909.125.3.367 · Cited by 3,723
Heilman, M. E. (2001) · Journal of Social Issues · doi:10.1111/0022-4537.00234 · Cited by 2,482
Beaman, L., Duflo, E., Pande, R., & Topalova, P. (2012) · Science · doi:10.1126/science.1212382 · Cited by 1,208
Understanding current causes of women's underrepresentation in science
Ceci, S. J., & Williams, W. M. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1014871108 · Cited by 1,114
The Matthew Matilda Effect in Science
Rossiter, M. W. (1993) · Social Studies of Science · doi:10.1177/030631293023002004 · Cited by 1,013
Women's underrepresentation in science: sociocultural and biological considerations
Ceci, S. J., Williams, W. M., & Barnett, S. M. (2009) · Psychological Bulletin · doi:10.1037/a0014412 · Cited by 957
The “Gender Gap” in Authorship of Academic Medical Literature — A 35-Year Perspective
Jagsi, R., Guancial, E. A., Worobey, C. C., Henault, L. E., Chang, Y., Starr, R., Tarbell, N. J., & Hylek, E. M. (2006) · New England Journal of Medicine · doi:10.1056/nejmsa053910 · Cited by 870
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Bibliometrics: Global gender disparities in science
Larivière, V., Ni, C., Gingras, Y., Cronin, B., & Sugimoto, C. R. (2013) · Nature · doi:10.1038/504211a · Cited by 1,493
Fortunato, S., Bergstrom, C. T., Börner, K., Evans, J. A., Helbing, D., Milojević, S., Petersen, A. M., Radicchi, F., Sinatra, R., Uzzi, B., et al. (2018) · Science · doi:10.1126/science.aao0185 · Cited by 1,497
Self-citationWomen in Academic Science: A Changing Landscape
Ceci, S. J., Ginther, D. K., Kahn, S., & Williams, W. M. (2014) · Psychological Science in the Public Interest · doi:10.1177/1529100614541236 · Cited by 1,019
Historical comparison of gender inequality in scientific careers across countries and disciplines
Huang, J., Gates, A. J., Sinatra, R., & Barabási, A.-L. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1914221117 · Cited by 954
The gender gap in science: How long until women are equally represented?
Holman, L., Stuart-Fox, D., & Hauser, C. E. (2018) · PLOS Biology · doi:10.1371/journal.pbio.2004956 · Cited by 769
Metadata
- Authors
- Duch, J., Zeng, X. H. T., Sales-Pardo, M., Radicchi, F., Otis, S., Woodruff, T. K., & Nunes Amaral, L. A.
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2012-12-12
- Volume
- 7
- Issue
- 12
- Pages
- e51332
- ISSN
- 1932-6203 (ISSN-L)
- OpenAlex
- W2075054625
- Cited by
- 255
- References
- 34
- FWCI
- 34.37
- Type
- journal article
- Language
- en
- Open access
- gold
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- Duch, J., Zeng, X. H. T., Sales-Pardo, M., Radicchi, F., Otis, S., Woodruff, T. K., & Nunes Amaral, L. A. (2012). The Possible Role of Resource Requirements and Academic Career-Choice Risk on Gender Differences in Publication Rate and Impact. PLoS ONE. https://doi.org/10.1371/journal.pone.0051332
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.