Evidence map›Paper›PMID 42871961›Full record

ArticlePNAS nexus2026

Devaluation underlies gendered US faculty departures across disciplines and institutions.

Katie Spoon, Joanna Mendy, Maria Martinez, Mirta Galesic, Daniel B Larremore, Aaron Clauset, Lauren A Rivera

Abstract read
In one paragraph

Article in PNAS nexus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Katie SpoonDepartment of Computer Science, University of Colorado Boulder, Boulder, CO 80309, USA.ORCID https://orcid.org/0000-0002-5467-9341
Joanna MendySchool of Education, University of Colorado Boulder, Boulder, CO 80309, USA.ORCID https://orcid.org/0009-0006-6428-2125
Maria MartinezSchool of Education, University of Colorado Boulder, Boulder, CO 80309, USA.
Mirta GalesicSanta Fe Institute, Santa Fe, NM 87501, USA.ORCID https://orcid.org/0000-0002-1712-9455
Daniel B LarremoreDepartment of Computer Science, University of Colorado Boulder, Boulder, CO 80309, USA.ORCID https://orcid.org/0000-0001-5273-5234
Aaron ClausetDepartment of Computer Science, University of Colorado Boulder, Boulder, CO 80309, USA.ORCID https://orcid.org/0000-0002-3529-8746
Lauren A RiveraKellogg School of Management, Northwestern University, Evanston, IL 60208, USA.ORCID https://orcid.org/0000-0003-2733-3641

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Women faculty experience academia differently from men in many ways, which can lead them to consider leaving their positions. Using a large-scale survey of both current and former tenure-line faculty across nearly all US PhD-granting institutions and 29 disciplines, we investigate which aspects of the academic workplace are (i) most gendered and (ii) most relevant to faculty retention patterns among respondents. Analyzing 6,615 free-text responses reveals that feeling devalued at work, both in formal evaluations and informal interactions, is the topic where women and men's reported experiences diverge the most when given the opportunity to discuss anything that needed to be different about their jobs-a pattern that holds for nearly 300 institutions and across both STEM and non-STEM fields, and was particularly strong for women of color and tenured women in our sample. This is in contrast to most existing gender-based interventions in academia that target work-life balance. Further, devaluation is the topic most strongly associated with gendered departures among respondents, accounting for the majority of the gender gap in both considering leaving (current faculty) and leaving (former faculty). Finally, illustrative quotations contextualize gender-based devaluation in academia. These results provide new evidence for the long-known gender gap in faculty retention, illuminating how gendered dynamics in the workplace cross disciplines and institutions and relate to gendered decisions to leave academia.

Indexed as

computational social sciencefaculty retentiongenderhigher educationscience of science

Identifiers

PMID42871961
PMCPMC13659778

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.