ReviewBiology of sex differences2022
Considering sex and gender in Epidemiology: a challenge beyond terminology. From conceptual analysis to methodological strategies.
Review in Biology of sex differences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis 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
26 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic review of instruments for measuring sex and gender attributes: assessment of measurement properties and utility in research on clinical and functional outcomes.Biomedical engineering online · 2026Pooled it
- The problem with one-size-fits-all medicine: Biological sex and the aging immune system.PLoS biology · 2026Article
- A roadmap for conducting more inclusive research on brain resilience in ageing and dementia.Nature reviews. Neuroscience · 2026Review
- 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
- Prevalence and Distribution of Antimicrobial Resistance-Associated Mutations inMicroorganisms · 2026Article
- Willingness to Receive Latent Tuberculosis Infection Treatment Among Migrants in Tijuana, Baja California, Mexico.Journal of immigrant and minority health · 2026Article
- Nonlinear thresholds in lipid-frailty interplay: Precision targets for severe airflow limitation in aging adults.PloS one · 2026Article
- Sex Differences in Associations Between Adolescent Psychopathology and Delinquency.JAACAP open · 2025Article
- Influence of biological sex in inflammatory bowel diseases.Nature reviews. Gastroenterology & hepatology · 2025Review
- Sex-specific socioeconomic inequalities in trajectories of anthropometry, blood pressure, and blood-based biomarkers from birth to 18 years: a prospective cohort study.European journal of public health · 2025Article
- Sex differences in skeletal muscle metabolism in exercise and type 2 diabetes mellitus.Nature reviews. Endocrinology · 2025Review
- Initial validity and reliability testing of the SGBA-5.PloS one · 2025Article
- Observational
- Getting precise about gender and sex measurement: a primer for epidemiologists.American journal of epidemiology · 2024Article
- Gender scores in epidemiological research: methods, advantages and implications.The Lancet regional health. Europe · 2024Review
- Exploring the gender difference in type 2 diabetes incidence in a Swiss cohort using latent class analysis: an intersectional approach.BMJ public health · 2024Article
- Comorbidity and household income as mediators of gender inequalities in dementia risk: a real-world data population study.BMC geriatrics · 2024Observational
- Gender differences in life expectancy free of depressive symptoms in Chile between 2003 and 2016.Global mental health (Cambridge, England) · 2024Article
- The Influence of Sex and/or Gender on the Occurrence of Colorectal Cancer in the General Population in Developed Countries: A Scoping Review.International journal of public health · 2024Article
- Sex and gender in infection and immunity: addressing the bottlenecks from basic science to public health and clinical applications.Royal Society open science · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEpidemiologists need tools to measure effects of gender, a complex concept originating in the social sciences which is not easily operationalized in the discipline. Our aim is to clarify useful concepts, measures, paths, effects, and analytical strategies to explore mechanisms of health difference between men and women.
methodsWe reviewed concepts to clarify their definitions and limitations for their translation into usable measures in Epidemiology. Then we conducted methodological research using a causal framework to propose methodologically appropriate strategies for measuring sex and gender effects in health.
results(1) Concepts and measures. We define gender as a set of norms prescribed to individuals according to their attributed-at-birth sex. Gender pressure creates a systemic gap, at population level, in behaviors, activities, experiences, etc., between men and women. A pragmatic individual measure of gender would correspond to the level at which an individual complies with a set of elements constituting femininity or masculinity in a given population, place and time. (2) Main analytical strategy. Defining and measuring gender are not sufficient to distinguish the effects of sex and gender on a health outcome. We should also think in terms of mechanisms, i.e., how the variables are linked together, to define appropriate analytical strategies. A causal framework can help us to conceptualize "sex" as a "parent" of a gender or gendered variable. This implies that we cannot interpret sex effects as sexed mechanisms, and that we can explore gendered mechanisms of sex-differences by mediation analyses. (3) Alternative strategy. Gender could also be directly examined as a mechanism, rather than through a variable representing its realization in the individual, by approaching it as an interaction between sex and social environment.
conclusionsBoth analytical strategies have limitations relative to the impossibility of reducing a complex concept to a single or a few measures, and of capturing the entire effect of the phenomenon of gender. However, these strategies could lead to more accurate analyses of the mechanisms underlying health differences between men and women.
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.