Evidence map›Paper›PMID 33997247›Full record

ArticleSSM - population health2021

Intersectionality in quantitative research: A systematic review of its emergence and applications of theory and methods.

Greta R Bauer, Siobhan M Churchill, Mayuri Mahendran, Chantel Walwyn, Daniel Lizotte, Alma Angelica Villa-Rueda

Abstract read
In one paragraph

Article in SSM - population health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 293 papers, 8 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
293citing papers in PubMed, 8 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

293 citing papers in PubMed, 8 syntheses or guidelines pooled it.

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  11. Resilience at the Intersection of Race/Ethnicity, Sex, and Sexual Orientation among U.S. Adults.Journal of urban health : bulletin of the New York Academy of Medicine · 2026
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233 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

6 authors.

Greta R BauerEpidemiology and Biostatistics, Western University, London, ON, Canada, N6A 5C1.
Siobhan M ChurchillEpidemiology and Biostatistics, Western University, London, ON, Canada, N6A 5C1.
Mayuri MahendranEpidemiology and Biostatistics, Western University, London, ON, Canada, N6A 5C1.
Chantel WalwynEpidemiology and Biostatistics, Western University, London, ON, Canada, N6A 5C1.
Daniel LizotteEpidemiology and Biostatistics, Western University, London, ON, Canada, N6A 5C1.
Alma Angelica Villa-RuedaEpidemiology and Biostatistics, Western University, London, ON, Canada, N6A 5C1.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIntersectionality is a theoretical framework rooted in the premise that human experience is jointly shaped by multiple social positions (e.g. race, gender), and cannot be adequately understood by considering social positions independently. Used widely in qualitative studies, its uptake in quantitative research has been more recent.

objectivesTo characterize quantitative research applications of intersectionality from 1989 to mid-2020, to evaluate basic integration of theoretical frameworks, and to identify innovative methods that could be applied to health research.

methodsAdhering to PRISMA guidelines, we conducted a systematic review of peer-reviewed articles indexed within Scopus, Medline, ProQuest Political Science and Public Administration, and PsycINFO. Original English-language quantitative or mixed-methods research or methods papers that explicitly applied intersectionality theoretical frameworks were included. Experimental studies on perception/stereotyping and measures development or validation studies were excluded. We extracted data related to publication, study design, quantitative methods, and application of intersectionality.

results707 articles (671 applied studies, 25 methods-only papers, 11 methods plus application) met inclusion criteria. Articles were published in journals across a range of disciplines, most commonly psychology, sociology, and medical/life sciences; 40.8% studied a health-related outcome. Results supported concerns among intersectionality scholars that core theoretical tenets are often lost or misinterpreted in quantitative research; about one in four applied articles (26.9%) failed to define intersectionality, while one in six (17.5%) included intersectional position components not reflective of social power. Quantitative methods were simplistic (most often regression with interactions, cross-classified variables, or stratification) and were often misapplied or misinterpreted. Several novel methods were identified.

conclusionsIntersectionality is frequently misunderstood when bridging theory into quantitative methodology. Further work is required to (1) ensure researchers understand key features that define quantitative intersectionality analyses, (2) improve reporting practices for intersectional analyses, and (3) develop and adapt quantitative methods.

Indexed as

EpidemiologyIntersectionalityResearch methodsStatisticsSystematic review

Identifiers

PMID33997247
PMCPMC8095182

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.