Evidence map›Paper›PMID 42550900›Full record

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

Claims of sex-dependent effects in the behavioral and brain sciences are infrequently supported by valid statistical comparisons.

Madeline T Olivier, Andrew W Brown, Simon Chung, Colby J Vorland, Donna L Maney

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. Claims of sex-dependent effects in the behavioral and brain sciences are infrequently supported by valid statistical comparisons.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

5 authors.

Madeline T OlivierDepartment of Psychology, Emory University, Atlanta, GA 30322.
Andrew W BrownDepartment of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR 72205.ORCID 0000-0002-1758-8205
Simon ChungDepartment of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR 72205.ORCID 0000-0003-2349-3779
Colby J VorlandDepartment of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington, IN 47403.ORCID 0000-0003-4225-372X
Donna L ManeyDepartment of Psychology, Emory University, Atlanta, GA 30322.ORCID 0000-0002-1006-2358

Funding

SCISIPBIO: Maximizing rigor and reproducibility when considering Sex as a Biological Variable in researchR01GM152543 · NIGMS · EMORY UNIVERSITY · PI DONNA L MANEY, Colby Vorland · 2023 to 2026
$734k
Harvard Radcliffe Institute N/AHHS | NIH (NIH) 1R01GM152543NIGMS NIH HHS R01 GM152543NSF (NSF) 2318478
6 · The paper itself

Abstract

Interest in precision medicine has accelerated efforts to identify sex-dependent responses to treatments and interventions. Those efforts have, both historically and today, been concentrated in fields related to the brain and behavior. Here, we show that even though articles claiming sex-dependent effects are far more prevalent in the neurosciences than in other fields, those claims are infrequently supported by appropriate statistical evidence. Of 200 recent articles in the behavioral and brain sciences with a claim of a sex- or gender-dependent effect in the title, only 24% supported the claim with appropriate evidence-that is, they compared the effect statistically across sex and reported results consistent with the claim. In 9%, an appropriate test was described but the results were incomplete or missing; another 9% contained results that directly contradicted the claim. In most articles (58%), the effect was not compared statistically across sex. Across six brain-related research areas (behavioral sciences, clinical neurology, neurosciences, psychiatry, psychology, and substance abuse), neurosciences had the lowest rate of appropriate evidence (18%) and psychology the highest (39%). Studies on nonhuman animals supported the claim significantly less frequently (15%) than studies on human participants (34%;

Indexed as

Behavioral SciencesBrainNeurosciencesSex CharacteristicsAnimalsFemaleHumansMaleSex Factorsgender-dependentgender-specificsex as a biological variablesex-specific

Identifiers

PMID42550900
PMCPMC13462607

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.