ArticlePloS one2021
Measurement of gender as a social determinant of health in epidemiology-A scoping review.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 5 of them syntheses that pooled 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.
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.
Who cites it
50 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Gender in suicide prevention in adolescents and young adults: a systematic review.BMC public health · 2026Pooled it
- Gender disparities in hospital admission patterns during the COVID-19 health emergency: a systematic review.BMC public health · 2026Pooled it
- Educational strategies for integrating gender perspectives in health professions training: a systematic review to advance diversity, equity, and inclusion.BMC medical education · 2026Pooled it
- Prevalence of physical violence against people in insecure migration status: A systematic review and meta-analysis.PloS one · 2024Pooled it
- Do COVID-19 Infectious Disease Models Incorporate the Social Determinants of Health? A Systematic Review.Public health reviews · 2024Pooled it
- Accessibility to urban parks and resilience among adults in Spain: gender inequalities from the DESVELA study.BMC public health · 2026Article
- Sex and gender effects on incidence of migraine and stroke: a longitudinal observational study based on the german socio-economic panel.Biology of sex differences · 2026Observational
- Heat, health and inequalities in the WHO European region - a scoping review with an intersectional lens.International journal for equity in health · 2026Article
- Applicability of Existing Gender Scores for German Clinical Research Data: Scoping Review and Data Mapping.JMIR medical informatics · 2026Article
- Toward feminist principles for epidemiology and public health.Frontiers in public health · 2026Article
- Article
- Gender norms in sexual and reproductive health and rights: insights from young Angolan women and the development of a context-specific questionnaire (2021-2022).Archives of public health = Archives belges de sante publique · 2025Article
- Mapping the evidence on the intersection of gender and social determinants of health in health inequality: a scoping review.BMC public health · 2025Article
- Gendered cultural context as a structural determinant of sexual and reproductive health.Reproductive health · 2025Article
- Exploring the definitions of gender bias in healthcare literature: a scoping review protocol.MethodsX · 2025Article
- Tracking cancer hospitalizations: seventeen-year sex-specific trends in nationally representative hospitalization data on malignant neoplasms in Thailand (2007-2023).BMC public health · 2025Article
- Association between self-reported gender-based discrimination and maternal mortality rates: results of an ecological multi-level analysis across nine countries in Sub-Saharan Africa.BMC public health · 2025Article
- The Gendered Well-being Assessment: addressing trauma, complex needs & social determinants of health.International journal for equity in health · 2025Article
- Associations between optimism and mental health in postradiotherapy cancer survivors: a cross-sectional survey study.BMJ open · 2025Article
- Link Your Large Health Data Sets to the Area Deprivation Index, the ezADI Way.Research in nursing & health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe relevance of gender as a social determinant of health and its role in the production of health inequalities is now broadly acknowledged. However, the plethora of existing approaches to capture gender, which often stem from disciplines outside of epidemiology, makes it difficult to assess their practicality and relevance for a given research purpose. We conducted a scoping review to 1) map the evidence of how gender can be operationalised in quantitative epidemiology and 2) design a tool to critically evaluate the measures identified.
methodsWe identified peer-reviewed articles in electronic databases (PubMed, Embase and PsycINFO). Eligible sources described the quantitative operationalisation of the social dimension of gender. With the help of a newly developed checklist, we assessed their relevance from an analytical perspective (e.g. intersectionality) and their potential for implementation in epidemiology.
resultsGender measures principally assessed gender roles and norms, gender-based discrimination and violence, and structural gender (in)equality. Of the 344 measures included in this review, the majority lacked theoretical foundation, and tended to reinforce the binary understanding of gender through stereotypes of femininity and masculinity. Only few measures allowed for an intersectional approach and a multilevel understanding of gender mechanisms. From a practical point of view, gender measures demonstrated potential for use in varied populations and contexts.
conclusionsA range of gender measures are readily available for epidemiological research, addressing different levels and dimensions of gender as a social construct. With our theory-informed, practice-driven scoping review, we highlighted strengths and limitations of such measures and provided analytical tools for researchers interested in conducting intersectional, gender-sensitive analyses.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.