Evidence map›Paper›PMID 41637460›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

The racial and ethnic gap in behavioral measures rivals the gender gap in the United States.

Aurélie Dariel, John C Ham, Nikos Nikiforakis, Jan Stoop

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. The racial and ethnic gap in behavioral measures rivals the gender gap in the United States.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
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

4 authors.

Aurélie DarielCenter for Behavioral Institutional Design, Research Institute, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates.
John C HamDivision of Social Science, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates.
Nikos NikiforakisCenter for Behavioral Institutional Design, Research Institute, New York University Abu Dhabi, Abu Dhabi 129188, United Arab Emirates.ORCID 0000-0001-5159-1988
Jan StoopErasmus School of Economics, Erasmus University Rotterdam, Rotterdam 3000 DR, the Netherlands.ORCID 0000-0001-9718-4851

Funding

NWO VI.Vidi.195.061Tamkeen (تمكين) CG005
6 · The paper itself

Abstract

Behavioral research has been criticized for relying on demographically narrow WEIRD samples-Western, Educated, Industrialized, Rich, and Democratic. While recent work has expanded to explore cross-country behavioral differences, the study of within-country variation has largely focused on gender, ignoring race and ethnicity-so much so that the "W" in WEIRD might as well stand for "White." Using incentivized tasks and a large, stratified sample of U.S. adults, we document substantial racial and ethnic gaps in competitiveness and risk tolerance both of which are widely studied behavioral measures: (non-Hispanic) Whites are less competitive and more risk tolerant than Blacks and Hispanics. These gaps are comparable in magnitude to the corresponding gender gaps in our sample. Notably, gender differences do not generalize across racial and ethnic groups: Whereas Whites and Hispanics exhibit gender gaps in competitiveness and risk tolerance, Black women neither shy away from competition nor are they less risk tolerant than Black men. These findings challenge prevailing generalizations in the literature and underscore the importance of examining race and ethnicity in behavioral research.

Indexed as

Competitive BehaviorEthnicityRacial GroupsBlack or African AmericanFemaleHispanic or LatinoHumansMaleRiskSex FactorsUnited StatesWhitebehavioral measurescompetitivenessracial/ethnic/gender gapsrisk toleranceUnited States

Identifiers

PMID41637460
PMCPMC12891008

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.