Evidence map›Paper›PMID 41555383›Full record

ReviewResearch integrity and peer review2026

Gender reporting across regions and time in psychological studies: a scoping review of studies in psychological Science between 2019 and 2024.

Tiantian Chen

Abstract readReview
In one paragraph

Review in Research integrity and peer review, 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. Review
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

1 author.

Tiantian ChenUniversity of Oxford, University of Oxford, 1 St Giles, Oxford, OX1 3JS, UK. tc445@cantab.ac.uk.ORCID http://orcid.org/0009-0001-6155-7772

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite growing calls for gender-responsive psychological research, implementation of gender-related guidelines is underresearched. The Sex and Gender Equity in Research (SAGER) guidelines recommend reporting participants' gender, presenting gender-stratified results, analyzing gender-related data, acknowledging non-binary identities, and distinguishing between biological sex and social gender. This scoping review assessed the extent to which these guidelines are followed.

methodsWe included all primary data studies on human participants published in Psychological Science from 2019 to 2024 (n = 699) and assessed their gender reporting practices according to the SAGER guidelines.

resultsWhile 87.8% (n = 614) of studies reported participants' gender, only 35.3% (n = 247) presented gender-stratified results, and 24.2% (n = 169) conducted gender-based analysis. Only 17.2% (n = 120) of studies reported participants' non-binary identities. Regional patterns emerged: Global North studies more frequently reported non-binary identities but less often presented gender-stratified results and conducted gender-based analysis than Global South studies. The U.S.-based studies saw a notable decline in reporting gender-stratified results, from 43.2% (n = 32) in 2022 to 28.1% (n = 16) in 2024.

conclusionThis review reveals persistent inconsistencies in how gender is conceptualized and reported. It provides recommendations to improve gender reporting in order to facilitate the production of more accurate and socially relevant knowledge in psychological research.

Indexed as

Gender diversityGender identityGender reportingNon-binary identityPsychology

Identifiers

PMID41555383
PMCPMC12817501

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.