SynthesisJAMA internal medicine2023
Sex, Racial, and Ethnic Representation in COVID-19 Clinical Trials: A Systematic Review and Meta-analysis.
Synthesis in JAMA internal medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 4 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
40 citing papers in PubMed, 4 syntheses or guidelines pooled it, 73 citations in OpenAlex.
- Racial and Ethnic Reporting and Representation in US Alzheimer Clinical Trials: A Systematic Review.JAMA network open · 2026Pooled it
- Recruitment, retention and reporting of variables related to ethnic diversity in randomised controlled trials: an umbrella review.BMJ open · 2024Pooled it
- Trends in Patient Representation in Low Back Pain Pharmacological Randomized Clinical Trials, 2011 to 2020: A Systematic Review.The journal of pain · 2024Pooled it
- Axes of social inequities in COVID-19 clinical trials: A systematic review.Frontiers in public health · 2023Pooled it
- A Comparison of Recruitment Methods for a Remote, Nationwide Clinical Trial for COVID-19 Treatment.Open forum infectious diseases · 2024Trial
- Barriers and Opportunities to Include Underrepresented Population Groups in Vaccine Trials: Cross-Sectional, Observational, Online Survey Study From the VACCELERATE Research Network.JMIR public health and surveillance · 2026Observational
- Technology Access, Digital Literacy, and Enrollment Support Preferences in a Federally Qualified Health Center: Cross-Sectional Study.JMIR formative research · 2026Article
- Measuring representation in clinical trials: Simulations demonstrating how current methods fail in the context of precision medicine.PloS one · 2026Article
- A systems framework for improving clinical trial recruitment: A literature-informed approach.Journal of clinical and translational science · 2026Article
- Improving representation in critical care research.Intensive care medicine · 2025Article
- Core sociodemographic data variables reported in Canadian intensive care unit studies: a scoping review.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2025Review
- Artificial Intelligence Methods Applied to Electronic Health Record Data for Health Equity in Clinical Trials.JACC. Advances · 2025Article
- Representation is power: traditional, hybrid, and digital recruitment results from a non-randomized clinical trial engaging adolescents.NPJ digital medicine · 2025Article
- From Dialogue to Action: Community Recommendations for Inclusive Research Participation Among Underrepresented Populations.Health expectations : an international journal of public participation in health care and health policy · 2025Article
- Impact of the COVID-19 Pandemic Mitigation Strategies on Cancer Treatment Trials: A Meta-Analysis of Industry and National Cancer Institute Studies.JCO oncology advances · 2025Article
- Article
- Article
- Achieving Inclusion in Pharmacological Clinical Trials for Alzheimer's Disease.Current topics in behavioral neurosciences · 2025Review
- Health outcomes of COVID-19 in immigrants versus native Spaniards.Journal of migration and health · 2025Article
- Addressing Health Disparities: How Having a More Diverse Biomedical Workforce Can Contribute to Addressing Health Disparities in Communities that Are Often Underrepresented in the Healthcare System.British journal of biomedical science · 2025Review
Corrections and comments
- Commented on by
Authors and funding
6 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Since the onset of the COVID-19 pandemic, there have been calls for COVID-19 clinical trials to be fully representative of all demographic groups. However, limited evidence is available about the sex, racial, and ethnic representation among COVID-19 prevention and treatment trials. Objective: To investigate whether female participants and racial and ethnic minority individuals are adequately represented in COVID-19 prevention and treatment trials in the US. Data Sources: Identified studies were registered on ClinicalTrials.gov or published in the PubMed database from October 2019 to February 2022. Study Selection: Included studies must have provided the number of enrolled participants by sex, race, or ethnicity. Only interventional studies conducted in the US for the primary purpose of the diagnosis, prevention, or treatment of (or supportive care for) COVID-19 conditions were included. Data Extraction and Synthesis: Data on counts of enrollments by demographic variables (sex, race, and ethnicity) and location (country and state) were abstracted. Studies were broadly categorized by primary purpose as prevention (including vaccine and diagnosis studies) vs treatment (including supportive care studies). A random effects model for single proportions was used. Trial estimates were compared with corresponding estimates of representation in the US population with COVID-19. Main Outcomes and Measures: Sex, racial, and ethnic representation in COVID-19 clinical trials compared with their representation in the US population with COVID-19. Results: Overall, 122 US-based COVID-19 clinical trials comprising 176 654 participants were analyzed. Studies were predominantly randomized trials (n = 95) for treatment of COVID-19 (n = 103). Sex, race, and ethnicity were reported in 109 (89.3%), 95 (77.9%), and 87 (71.3%) trials, respectively. Estimated representation in prevention and treatment trials vs the US population with COVID-19 was 48.9% and 44.6% vs 52.4% for female participants; 23.0% and 36.6% vs 17.7% for Hispanic or Latino participants; 7.2% and 16.5% vs 14.1% for Black participants; 3.8% and 4.6% vs 3.7% for Asian participants; 0.2% and 0.9% vs 0.2% for Native Hawaiian or Other Pacific Islander participants; and 1.3% and 1.4% vs 1.1% for American Indian or Alaska Native participants. Compared with expected rates in the COVID-19 reference population, female participants were underrepresented in treatment trials (85.1% of expected; P < .001), Black participants (53.7% of expected; P = .003) and Asian participants (64.4% of expected; P = .003) were underrepresented in prevention trials, and Hispanic or Latino participants were overrepresented in treatment trials (206.8% of expected; P < .001). Conclusions and Relevance: In this systematic review and meta-analysis, aggregate differences in representation for several demographic groups in COVID-19 prevention and treatment trials in the US were found. Strategies to better ensure diverse representation in COVID-19 studies are needed, especially for prevention trials.
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.