ReviewEndocrine reviews2018
Sex and Gender Differences Research Design for Basic, Clinical, and Population Studies: Essentials for Investigators.
Review in Endocrine reviews, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 140 papers, 9 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
140 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- The Inclusion of Fathers in Parent Coaching Interventions for Young Autistic Children: A Systematic Review.Journal of autism and developmental disorders · 2026Pooled it
- Exploring the factors associated with professional and non-professional dancer well-being: a comprehensive systematic review.Frontiers in psychology · 2025Pooled it
- Gender and sex differences in occupation-specific infectious diseases: a systematic review.Occupational and environmental medicine · 2024Pooled it
- Brain responses to repetition-based rule-learning do not exhibit sex differences: an aggregated analysis of infant fNIRS studies.Scientific reports · 2024Pooled it
- MicroRNAs in Parkinson's disease: a systematic review and diagnostic accuracy meta-analysis.Scientific reports · 2023Pooled it
- Gene Ontology (GO)-Driven Inference of Candidate Proteomic Markers Associated with Muscle Atrophy Conditions.Molecules (Basel, Switzerland) · 2022Pooled it
- Female (Under) Representation in Exercise Thermoregulation Research.Sports medicine - open · 2021Pooled it
- Health risks and outcomes that disproportionately affect women during the Covid-19 pandemic: A review.Social science & medicine (1982) · 2020Pooled it
- Does Gender Influence the Relationship Between High Blood Pressure and Dementia? Highlighting Areas for Further Investigation.Journal of Alzheimer's disease : JAD · 2020Pooled it
- Increased β-Cell Responsivity Independent of Insulin Sensitivity in Healthy African American Adults.The Journal of clinical endocrinology and metabolism · 2020Trial
- Letter regarding 'the association between serum iodine concentration in the first trimester and foetal ultrasound biometric parameters and birth size among Chinese pregnant women'.Annals of medicine · 2026Article
- Prenatal exposure to environmental stressors alters gut macrophage development and gastrointestinal function of male offspring.Brain, behavior, and immunity · 2026Article
- Symptom management and transitioning to engagement with post-treatment care for adolescent and young adult cancer survivors (AYA STEPS): Study protocol.Contemporary clinical trials · 2026Article
- Claims of sex-dependent effects in the behavioral and brain sciences are infrequently supported by valid statistical comparisons.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Immune-inflammatory and nutritional status mediate the association between age and survival in older patients with nasopharyngeal carcinoma: a retrospective cohort study.BMC geriatrics · 2026Article
- An exploratory multi-biomarker panel including fecal calprotectin, Brain-Derived Neurotrophic Factor, Fibroblast-Growth Factor-21 and irisin shows poor diagnostic accuracy for detecting probable sarcopenia in community-dwelling older persons.Aging clinical and experimental research · 2026Article
- Common reporting errors in subgroup analysis: a comparison of interaction and stratified regression models.BMC medical research methodology · 2026Article
- The "sex-specific effect:" Evaluating analytical approaches to sex-dependence in the behavioral and brain sciences.bioRxiv : the preprint server for biology · 2026Article
- Recommendations for the inclusion and study of sex and gender in research.Nature neuroscience · 2026Review
- Maternal thyroid function in the first half of pregnancy and neurodevelopmental outcomes in early adolescence in the Amsterdam Born Children and their Development (ABCD) cohort.Comprehensive psychoneuroendocrinology · 2026Article
80 more citing papers are in PubMed but not listed here.
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
Abstract
A sex- and gender-informed perspective increases rigor, promotes discovery, and expands the relevance of biomedical research. In the current era of accountability to present data for males and females, thoughtful and deliberate methodology can improve study design and inference in sex and gender differences research. We address issues of motivation, subject selection, sample size, data collection, analysis, and interpretation, considering implications for basic, clinical, and population research. In particular, we focus on methods to test sex/gender differences as effect modification or interaction, and discuss why some inferences from sex-stratified data should be viewed with caution. Without careful methodology, the pursuit of sex difference research, despite a mandate from funding agencies, will result in a literature of contradiction. However, given the historic lack of attention to sex differences, the absence of evidence for sex differences is not necessarily evidence of the absence of sex differences. Thoughtfully conceived and conducted sex and gender differences research is needed to drive scientific and therapeutic discovery for all sexes and genders.
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.