Trial reportJournal of the American Heart Association2017
Implicit Gender Bias and the Use of Cardiovascular Tests Among Cardiologists.
Trial report in Journal of the American Heart Association, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 73 papers.
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
73 citing papers in PubMed, 148 citations in OpenAlex.
- Sex Differences in Computed Tomography Coronary Stenosis Severity Versus Flow Impairment and Impact on Revascularization, Clinical Events and Health Care Costs: A FORECAST Substudy.Journal of the American Heart Association · 2025Trial
- Sex disparities in the presentation, management and outcomes of patients with acute coronary syndrome: insights from the ACS QUIK trial.Open heart · 2021Trial
- Sex-Specific Thresholds of High-Sensitivity Troponin in Patients With Suspected Acute Coronary Syndrome.Journal of the American College of Cardiology · 2019Trial
- Health related quality of life and cardiac symptoms following admission for suspected MINOCA: A post-hoc analysis of the MINOCA-BAT randomized clinical trial.American heart journal plus : cardiology research and practice · 2026Article
- Sex and Racial Concordance in Referrals for Coronary Artery Calcium Screening: Insight From a Pilot Study at an Urban Academic Center.Journal of the American Heart Association · 2026Article
- Designing a web-based factorial survey experiment on diagnostic evaluation of cardiovascular symptoms in emergency care.Research and practice in thrombosis and haemostasis · 2026Article
- [Women and cardiovascular disease: Why is a gender-sensitive approach essential?]Innere Medizin (Heidelberg, Germany) · 2026Review
- Developments in the Management Strategies for Allergy: Advances in Artificial Intelligence and Future Perspectives.Anti-inflammatory & anti-allergy agents in medicinal chemistry · 2026Review
- Cardiovascular risk prediction in women: rethinking traditional approaches through precision medicine.Frontiers in global women's health · 2026Review
- Disparities in diagnosis and outcomes in American patients with transthyretin cardiac amyloidosis.The international journal of cardiovascular imaging · 2025Article
- Sex differences in time to testing for pulmonary embolism in the emergency department: a survival analysis.Clinical therapeutics · 2025Article
- The Potential Consideration of Implicit/Unconscious Gender Bias in Clinical Management Among Patients With Familial Hypercholesterolemia.Health science reports · 2025Article
- Comparison of access to stroke diagnostics, treatment, rehabilitation, and outcome between men and women.Global epidemiology · 2025Article
- Sex-Specific Blood Pressure Trajectories and Cardiovascular Disease in Type 1 Diabetes: 32-Year Follow-up of the Pittsburgh Epidemiology of Diabetes Complications Cohort.Diabetes care · 2025Article
- Cardio-Oncology and Heart Failure: a Scientific Statement From the Heart Failure Society of America.Journal of cardiac failure · 2025Review
- Health care utilization and the associated costs attributable to cardiovascular disease in Ireland: a cross-sectional study.European heart journal. Quality of care & clinical outcomes · 2025Article
- Sex-related differences in acute coronary syndrome: insights from an observational study in a Yemeni cohort.Frontiers in cardiovascular medicine · 2025Article
- Sex-Specific Association Between Genetic Risk of Psychiatric Disorders and Cardiovascular Diseases.Circulation. Genomic and precision medicine · 2024Article
- Sex Differences in Profile and In-Hospital Death for Acute Stroke in Chile: Data From a Nationwide Hospital Registry.Journal of the American Heart Association · 2024Article
- Sex and Gender-related Disparities in Clinical Characteristics and Outcomes in Heart Transplantation.Current heart failure reports · 2024Review
13 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
8 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundPhysicians' gender bias may contribute to gender disparities in cardiovascular testing. We used the Implicit Association Test to examine the association of implicit gender biases with decisions to use cardiovascular tests. METHODS AND
resultsIn 2014, cardiologists completed Implicit Association Tests and a clinical vignette with patient gender randomly assigned. The Implicit Association Tests measured implicit gender bias for the characteristics of strength and risk taking. The vignette represented an intermediate likelihood of coronary artery disease regardless of patient gender: chest pain (part 1) followed by an abnormal exercise treadmill test (part 2). Cardiologists rated the likelihood of coronary artery disease and the usefulness of stress testing and angiography for the assigned patient. Of the 503 respondents (9.3% of eligible; 87% male, median age of 45 years, 58% in private practice), the majority associated strength or risk taking implicitly with male more than female patients. The estimated likelihood of coronary artery disease for both parts of the vignette was similar by patient gender. The utility of secondary stress testing after an abnormal exercise treadmill test was rated as "high" more often for female than male patients (32.8% versus 24.3%,
conclusionsCardiologists have varying degrees of implicit gender bias. This bias explained some, but not all, of the gender variability in simulated clinical decision-making for suspected coronary artery disease.
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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.