Evidence map›Paper›PMID 41676574›Full record

ArticlebioRxiv : the preprint server for biology2026

The "sex-specific effect:" Evaluating analytical approaches to sex-dependence in the behavioral and brain sciences.

M T Olivier, A W Brown, S Chung, C J Vorland, D L Maney

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

5 authors.

M T OlivierDepartment of Psychology, Emory University, Atlanta, GA 30322.ORCID 0009-0000-6529-7181
A W BrownDepartment of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR 72205.ORCID 0000-0002-1758-8205
S ChungDepartment of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR 72205.ORCID 0000-0003-2349-3779
C J VorlandDepartment of Epidemiology and Biostatistics, Indiana University School of Public Health-Bloomington, Bloomington, IN 47403.ORCID 0000-0003-4225-372X
D 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
NIGMS NIH HHS R01 GM152543
6 · The paper itself

Abstract

Detecting a sex difference in response to a treatment or intervention, often reported as a "sex-specific effect," requires statistical comparison of the response across sex. Here, we investigated analytical approaches used to test for such effects in the behavioral and brain sciences. Of 200 recent articles containing terms such as 'sex-specific' or 'gender-dependent' in their titles, only 24% presented appropriate evidence supporting the claim: the effect was compared statistically across sex and results consistent with the claim were reported. In most articles (58%), no test was conducted that could have supported the title claim. Only 15% of studies on non-human animals supported the claim with appropriate evidence, which was significantly less frequently than studies on human participants (34%;

Indexed as

clinical neurologyDISS errorgender-dependentgender-specificneurosciencespsychiatrypsychologysex as a biological variablesex-dependentsex-specificsubstance use

Identifiers

PMID41676574
PMCPMC12889599

What Socratic 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 Socratic graph.