ReviewEuropean heart journal2023
Improving representativeness in trials: a call to action from the Global Cardiovascular Clinical Trialists Forum.
Review in European heart journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 7 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, 7 syntheses or guidelines pooled it, 67 citations in OpenAlex.
- Sex differences in pharmacological treatment of heart failure: a meta-analysis of randomized trials.European heart journal · 2026Pooled it
- Glucagon-like peptide-1 receptor agonists for primary cardiovascular disease prevention in type 2 diabetes, a systematic review.BMJ open diabetes research & care · 2026Pooled it
- Impact of female underrepresentation in trials investigating long-term pharmacologic therapy after acute coronary syndrome: a meta-analysis and meta-regression.European heart journal. Acute cardiovascular care · 2026Pooled it
- Consideration of sex/gender aspects in cardiovascular clinical trials.Clinical research in cardiology : official journal of the German Cardiac Society · 2025Pooled it
- Female participation, and sex-specific reporting practices, in polypill randomized controlled trials in the prevention of atherosclerotic cardiovascular disease: a secondary analysis of a systematic review.European journal of preventive cardiology · 2025Pooled it
- Effectiveness and safety of chronic diuretic use in older adults: an umbrella review of recently published systematic reviews and meta-analyses of randomized-controlled trials.European geriatric medicine · 2025Pooled it
- Diversity in randomized clinical trials for peripheral artery disease: a systematic review.International journal for equity in health · 2024Pooled it
- Comparative analysis of randomized versus real-world populations in heart failure: DIAMOND trial vs CARE-HK registry.ESC heart failure · 2026Trial
- Governing AI for Pharmacovigilance in Low-Income Countries: Systems Perspective.Journal of medical Internet research · 2026Article
- Precision Medicine Is Not Optional, It's Oxygen: Reconciling Heart Failure With Preserved Ejection Fraction Trial Results Through the Lens of Phenotypic Diversity.Structural heart : the journal of the Heart Team · 2026Article
- Strategies employed to facilitate representativeness in hematology clinical research: a survey of ASH investigators.Blood advances · 2026Article
- A novel digital twin strategy to examine the implications of randomized clinical trials for real-world populations.NPJ digital medicine · 2026Article
- Real-world data on early initiation of sodium-glucose co-transporter-2 inhibitors in newly diagnosed heart failure with reduced ejection fraction.ESC heart failure · 2026Article
- Decentralized clinical trials in cardiovascular disease : A primer for clinical trialists.Nature cardiovascular research · 2026Review
- Strategies to improve regional representation in heart failure randomized controlled clinical trials.Nature cardiovascular research · 2026Review
- Equity at the Intersection of Heart Failure and Interventions: A Review of the Spectrum From Ambulatory Care to Cardiogenic Shock.Journal of the Society for Cardiovascular Angiography & Interventions · 2026Review
- Article
- A comprehensive analysis of female participation in cardiovascular trials involving the WCN investigator network.Netherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation · 2025Article
- Uncovering systemic barriers related to equity, diversity and inclusion in child health research: a scoping review addressing marginalised communities.BMJ global health · 2025Article
- Platform trials-an emerging methodology for perioperative medicine: a narrative review.Perioperative medicine (London, England) · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors at 9 institutions in 4 countries.
Funding
Abstract
Participants enrolled in cardiovascular disease (CVD) randomized controlled trials are not often representative of the population living with the disease. Older adults, children, women, Black, Indigenous and People of Color, and people living in low- and middle-income countries are typically under-enrolled in trials relative to disease distribution. Treatment effect estimates of CVD therapies have been largely derived from trial evidence generated in White men without complex comorbidities, limiting the generalizability of evidence. This review highlights barriers and facilitators of trial enrollment, temporal trends, and the rationale for representativeness. It proposes strategies to increase representativeness in CVD trials, including trial designs that minimize the research burden on participants, inclusive recruitment practices and eligibility criteria, diversification of clinical trial leadership, and research capacity-building in under-represented regions. Implementation of such strategies could generate better and more generalizable evidence to reduce knowledge gaps and position the cardiovascular trial enterprise as a vehicle to counter existing healthcare inequalities.
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.