Evidence map›Paper›PMID 36037387›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Gender-diverse teams produce more novel and higher-impact scientific ideas.

Yang Yang, Tanya Y Tian, Teresa K Woodruff, Benjamin F Jones, Brian Uzzi

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 87 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
87citing papers in PubMed, 2 pooled it
–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

87 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
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  5. Trends in nephrology: from MANELS to a balanced representation of all community members.Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association · 2026
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  8. The institutional dynamics of inequality for women inventors who break with conventional thinking.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  9. How the 2025 NIH grant terminations varied by researchers' demographic groups.Proceedings of the National Academy of Sciences of the United States of America · 2026
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  20. The distinctive innovation patterns and network embeddedness of scientific prizewinners.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article

27 more citing papers are in PubMed but not listed here.

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

5 authors.

Yang YangMendoza College of Business, University of Notre Dame, Notre Dame, IN 46556.
Tanya Y TianNew York University Shanghai, New York University, Shanghai, China.
Teresa K WoodruffDepartment of Obstetrics, Gynecology, and Reproductive Biology, Michigan State University, East Lansing, MN 48824.ORCID 0000-0002-1197-3399
Benjamin F JonesKellogg School of Management, Northwestern University, Evanston, IL 60208.ORCID 0000-0001-9697-9388
Brian UzziNorthwestern Institute on Complex Systems and Data Science, Northwestern University, Evanston, IL 60208.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Science's changing demographics raise new questions about research team diversity and research outcomes. We study mixed-gender research teams, examining 6.6 million papers published across the medical sciences since 2000 and establishing several core findings. First, the fraction of publications by mixed-gender teams has grown rapidly, yet mixed-gender teams continue to be underrepresented compared to the expectations of a null model. Second, despite their underrepresentation, the publications of mixed-gender teams are substantially more novel and impactful than the publications of same-gender teams of equivalent size. Third, the greater the gender balance on a team, the better the team scores on these performance measures. Fourth, these patterns generalize across medical subfields. Finally, the novelty and impact advantages seen with mixed-gender teams persist when considering numerous controls and potential related features, including fixed effects for the individual researchers, team structures, and network positioning, suggesting that a team's gender balance is an underrecognized yet powerful correlate of novel and impactful scientific discoveries.

Indexed as

PublicationsResearchResearch PersonnelGender IdentityHumanscomputational social sciencegender inequalityinnovationteam science

Identifiers

PMID36037387
PMCPMC9456721

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.