Elite male faculty in the life sciences employ fewer women
Open accessAbstract
Significance: Despite decades of progress, men still greatly outnumber women among biology faculty in the United States. Here, we show that high-achieving faculty members who are male train 10–40% fewer women in their laboratories relative to the number of women trained by other investigators. These skewed employment patterns may result from self-selection among female scientists or they may result from conscious or unconscious bias on the part of some faculty members. The dearth of women who are trained in these laboratories likely limits the number of female candidates who are most competitive for faculty job searches.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Given the importance of scholarly productivity in evaluation and the cumulative advantage of early publications, these findings may account-at least in part-for the inequitable hiring rates for postdoctoral research positions reported in prior research.
“Given the importance of scholarly productivity in the evaluation of candidates for academic positions and the cumulative advantage that early publications provide over time (Merton, 1968, 1988; Kademani et al., 2005), these findings may account—at least in part—for the inequitable hiring rates for postdoctoral research positions reported in prior research (Sheltzer and Smith, 2014).”
From Time-to-Credit Gender Inequities of First-Year PhD Students in the Biological Sciences (2017) · cites this paper as Sheltzer and Smith, 2014
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredOnly 29-36% of tenure-line assistant professorships in the biological sciences are held by women.
“only 29–36% of tenure-line assistant professorships in the discipline are held by women (Nelson and Brammer, 2007; Sheltzer and Smith, 2014).”
From Time-to-Credit Gender Inequities of First-Year PhD Students in the Biological Sciences (2017) · cites this paper as Sheltzer and Smith, 2014
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Science faculty’s subtle gender biases favor male students
Moss-Racusin, C. A., Dovidio, J. F., Brescoll, V. L., Graham, M. J., & Handelsman, J. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1211286109 · Cited by 3,150 · see citing works
Science and Engineering Indicators
Washington, E., & Warren, M. E. (2004) · Cited by 2,822 · see citing works
DiPrete, T. A., & Eirich, G. M. (2006) · Annual Review of Sociology · doi:10.1146/annurev.soc.32.061604.123127 · Cited by 2,069 · see citing works
Gender and the Career Choice Process: The Role of Biased Self‐Assessments
Correll, S. J. (2001) · American Journal of Sociology · doi:10.1086/321299 · Cited by 1,320 · see citing works
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 · see citing works
Stability and volatility of STEM career interest in high school: A gender study
Sadler, P. M., Sonnert, G., Hazari, Z., & Tai, R. (2012) · Science Education · doi:10.1002/sce.21007 · Cited by 699 · see citing works
(1952) · Physics Today · doi:10.1063/1.3067448 · Cited by 580 · see citing works
Ilieș, R., Hauserman, N. R., Schwochau, S., & STIBAL, J. (2003) · Personnel Psychology · doi:10.1111/j.1744-6570.2003.tb00752.x · Cited by 452 · see citing works
Why the Academic Pipeline Leaks: Fewer Men than Women Perceive Barriers to Becoming Professors
van Anders, S. M. (2004) · Sex Roles · doi:10.1007/s11199-004-5461-9 · Cited by 300 · see citing works
Keeping Women in the Science Pipeline
Goulden, M., Mason, M. A., & Frasch, K. M. (2011) · The Annals of the American Academy of Political and Social Science · doi:10.1177/0002716211416925 · Cited by 289 · see citing works
Feeding the pipeline: Gender, occupational plans, and college major selection.
Morgan, S., Gelbgiser, D., & Weeden, K. A. (2013) · Social Science Research · doi:10.1016/j.ssresearch.2013.03.008 · Cited by 287 · see citing works
Sex Differences in Math-Intensive Fields
Ceci, S. J., & Williams, W. M. (2010) · Current Directions in Psychological Science · doi:10.1177/0963721410383241 · Cited by 272 · see citing works
Ferriman, K., Lubinski, D., & Benbow, C. P. (2009) · Journal of Personality and Social Psychology · doi:10.1037/a0016030 · Cited by 259 · see citing works
Fixing the leaky pipeline: women scientists in academia.
Pell, A. N. (1996) · Journal of Animal Science · doi:10.2527/1996.74112843x · Cited by 248 · see citing works
Fox, M. F., & Stephan, P. E. (2001) · Social Studies of Science · doi:10.1177/030631201031001006 · Cited by 224 · see citing works
Evaluating Gender Biases on Actual Job Performance of Real People: A Meta‐Analysis1
Bowen, C., Swim, J. K., & Jacobs, R. R. (2000) · Journal of Applied Social Psychology · doi:10.1111/j.1559-1816.2000.tb02432.x · Cited by 193 · see citing works
Falling off the academic bandwagon
Martínez, E. D., Botos, J., Dohoney, K. M., et al. (2007) · EMBO Reports · doi:10.1038/sj.embor.7401110 · Cited by 187 · see citing works
Do Female Top Managers Help Women to Advance? A Panel Study Using EEO-1 Records
Kurtulus, F. A., & Tomaskovic‐Devey, D. (2011) · The Annals of the American Academy of Political and Social Science · doi:10.1177/0002716211418445 · Cited by 159 · see citing works
Gender Differences in the Self-Assessment of Accuracy on Cognitive Tasks
Pallier, G. (2003) · Sex Roles · doi:10.1023/a:1022877405718 · Cited by 147 · see citing works
Does Science Promote Women? Evidence from Academia 1973-2001
Ginther, D. K., & Kahn, S. (2006) · National Bureau of Economic Research · doi:10.3386/w12691 · Cited by 128 · see citing works
Does Gender Matter for Academic Promotion? Evidence from a Randomized Natural ExperimentPreprint
Zinovyeva, N., & Bagues, M. F. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1771259 · Cited by 76 · see citing works
Does Gender Matter for Academic Promotion? Evidence from a Randomized Natural ExperimentPreprint
Zinovyeva, N., & Bagues, M. F. (2010) · RePEc: Research Papers in Economics · Cited by 9 · see citing works
Tenure-Track Jobs Remain Scarce
(2010) · AAAS Articles DO Group · doi:10.1126/science.caredit.a1000006 · Cited by 2 · see citing works
Excessive Supply, Uncertain Demand
(2013) · AAAS Articles DO Group · doi:10.1126/science.caredit.a1300199 · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Milkman KL, Akinola M, Chugh D (2013) Discrimination in the Academy: A Field Ex- periment (Social Science Research Network, Rochester, NY). Available at http://papers. ssrn.com/abstract=2063742. Accessed January 6, 2014.
Cited by
Sorted by citations
National Hiring Experiments Reveal 2:1 Faculty Preference for Women on Stem Tenure Track
Williams, W. M., & Ceci, S. J. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1418878112 · Cited by 435 · see citing works
The Status of Women in STEM in Higher Education: A Review of the Literature 2007–2017
Blackburn, H. (2017) · Science & Technology Libraries · doi:10.1080/0194262x.2017.1371658 · Cited by 353 · see citing works
Time-to-Credit Gender Inequities of First-Year PhD Students in the Biological Sciences
Feldon, D. F., Peugh, J., Maher, M. A., Roksa, J., & Tofel-Grehl, C. (2017) · CBE—Life Sciences Education · doi:10.1187/cbe.16-08-0237 · Cited by 71 · see citing works
“These patterns in the first year of doctoral study indicate that, in contrast to suggestions in previous studies (e.g., Correll, 2001; Sheltzer and Smith, 2014), there is no evidence that lower self-efficacy prompts women to self-select out of professional opportunities in the first years of their…”
BackgroundResultInfluentialPrevalence of female authors in case reports published in the medical literature
Hsiehchen, D., Hsieh, A., & Espinoza, M. (2019) · JAMA Network Open · doi:10.1001/jamanetworkopen.2019.5000 · Cited by 23 · see citing works
ChatGPT identifies gender disparities in scientific peer review
Verharen, J. P. (2023) · eLife · doi:10.7554/elife.90230 · Cited by 16 · see citing works
- Authors
- Sheltzer, J. M., & Smith, J. C.
- Affiliations
- Princeton University (US)
- Twitter, Inc., Cambridge, MA 02139
- Corresponding author
- Sheltzer, Jason M.
- ORCID
- Sheltzer, Jason M.
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2014-06-30
- Volume
- 111
- Issue
- 28
- Pages
- 10107-10112
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC4104900
- OpenAlex
- W2156434198
- Cited by
- 427
- References
- 25
- Citations by year
- 2026: 15 · 2025: 26 · 2024: 28 · 2023: 65 · 2022: 52 · 2021: 40 · 2020: 45 · 2019: 27 · 2018: 38 · 2017: 28 · 2016: 30 · 2015: 23 · 2014: 9
- FWCI
- 83.53
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Cold Spring Harbor Laboratory Institutional Repository (Cold Spring Harbor Laboratory) (acceptedVersion)
- DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc)
- Funders
- National Institute of General Medical Sciences (T32GM007287)
- Topics
- Social Sciences › Safety Research › Career Development and Diversity
- Social Sciences › Gender Studies › Diversity and Career in Medicine
- Social Sciences › Gender Studies › Gender Diversity and Inequality
- Keywords
- gender bias in academia, underrepresentation of women, postdoctoral researchers, graduate students, leaky pipeline, Howard Hughes Medical Institute, career awards, university laboratories, life sciences
- MeSH terms
- Academies and Institutes, Biological Science Disciplines, Education, Graduate, Faculty, Female, Humans, Male, National Academy of Sciences, U.S., United States, Women, Working
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review