ArticleJAMA network open2022
Variation in Research Experiences and Publications During Medical School by Sex and Race and Ethnicity.
Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 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
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 42 citations in OpenAlex.
- Seeds of Scholarship: A Systematic Review of Research Engagement in Undergraduate Medical Education.Perspectives on medical education · 2026Pooled it
- Beyond Publication Counts: Trends in Neurosurgical Publishing via a Retrospective Analysis of the Arms Race Control Score.Neurosurgery practice · 2026Article
- Educator's Blueprint: Optimizing the Resident Research Experience.AEM education and training · 2026Article
- The case for structural reform in medical student research access.American journal of surgery · 2026Article
- The Association Between Burnout and Sociodemographic Characteristics with Medical School Attrition.Journal of general internal medicine · 2026Article
- Article
- When Artificial Intelligence Fails the Future: How Unchecked Artificial Intelligence Could Amplify Inequality in Medical Education.Plastic and reconstructive surgery. Global open · 2026Article
- Association between medical school expectations, professional fulfillment, and mental health among medical students: a mixed-methods study.BMC medical education · 2026Article
- Article
- Association of demographic characteristics with evolution of interest in anesthesiology during medical school.PloS one · 2026Article
- Examining gender and ethnic disparities in scientific authorship to promote a culture of equity, diversity and inclusion at a university school of public health.Proceedings. Biological sciences · 2025Article
- Race and Disability Characteristics and Accommodation Disparities on the USMLE Step 1.JAMA network open · 2025Article
- Factors associated with women authorship over 25 years in high-impact critical care randomized controlled trials: the pipeline is still leaking.Critical care (London, England) · 2025Article
- Medical School Admissions After the Supreme Court's 2023 Affirmative Action Ruling.JAMA network open · 2025Article
- A First Look at the Research Landscape of the Neurosurgery Match in a Pass/Fail Step 1 Era: A 2024 Match Analysis.Cureus · 2025Article
- A decade of vertebrate palaeontology research: global taxa distribution, gender dynamics and evolving methodologies.Royal Society open science · 2025Article
- Factors Impacting Scholarship Delay for Early Career URiM Faculty in Academic Medicine.Family medicine · 2025Review
- Publication of Medical Student Summer Research: A Multi-institutional Analysis.Medical science educator · 2024Article
- The next generation of physician-researchers: undergraduate medical students' and residents' attitudes, challenges, and approaches towards addressing them.BMC medical education · 2024Review
- Selection and Recruitment Strategies among Competitive Pediatric Training Programs and the Impact of Diversity.Academic pediatrics · 2024Article
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 5 institutions in 1 country.
Funding
Abstract
Importance: Diverse research teams are critical to solving complex health problems and producing high-quality medical research. Objective: To examine the associations of student sex and racial and ethnic identity with publication rates during medical school. Design, Setting, and Participants: This cohort study assessed individual-level data of US MD graduates from medical school who matriculated in academic years 2014 to 2015 and 2015 to 2016. Data were obtained from the Association of American Medical Colleges and analyzed from October 2021 to January 2022. Main Outcomes and Measures: Outcomes of interest included students' self-reported participation in unique research experiences, number of publications, and computed publications per research experience. Poisson regressions were constructed to determine the association of sex and racial and ethnic identity with research outcomes using adjusted rate ratios (aRRs). Results: Among 31 474 graduates, 15 159 (48.2%) identified as women and 4344 (13.8%) identified as underrepresented in medicine by race and ethnicity (URIM; including American Indian, Alaska Native, Black, Hawaiian Native, Hispanic/Latinx, and Pacific Islander individuals). Students who attended National Institutes of Health (NIH) top 40 research-ranked schools reported higher number of research experiences and publication counts, resulting in a higher publication rate compared with students from non-top 40 schools (median [IQR] 1.60 [1.00-3.00] vs 1.25 [0.50-2.33]; P < .001). Women reported a higher number of research experiences than men but a significantly lower number of publications (top 40 schools: aRR, 0.89; 95% CI, 0.87-0.90; non-top 40 schools: aRR, 0.93; 95% CI, 0.92-0.95). This resulted in a significantly lower publication rate among women (top 40 schools: aRR, 0.85; 95% CI, 0.83-0.86; non-top 40 schools: aRR, 0.91; 95% CI, 0.90-0.92). Compared with White students, Asian students had higher publication rates at both NIH top 40 schools (aRR, 1.10; 95% CI, 1.08-1.12) and non-top 40 schools (aRR, 1.07; 95% CI, 1.05-1.08), while lower publication rates were reported among Black students (top 40 schools: aRR, 0.83; 95% CI, 0.80-0.86; non-top 40 schools: aRR, 0.88; 95% CI, 0.85-0.95) and Hispanic students attending non-top 40 schools (aRR, 0.93; 95% CI, 0.90-0.95). Conclusions and Relevance: These findings illustrate that inequities in the physician-scientist workforce began early in training and highlight key areas for intervention, such as funding support and mentorship training during undergraduate medical education, that may promote the future success of a diverse physician-scientist workforce.
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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.