ArticlePloS one2015
Gender Differences in Physicians' Financial Ties to Industry: A Study of National Disclosure Data.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
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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.
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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.
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Who cites it
18 citing papers in PubMed.
- [Gender distribution in visceral surgery : 11 years visceral medicine congress -A call for equal opportunities].Chirurgie (Heidelberg, Germany) · 2026Article
- A 20-Year Spatio-Temporal Analysis of Gender Workforce in Medical Departments of Psychiatry/Psychotherapy and Neurology in Germany.Journal of clinical medicine · 2026Article
- Relationship Between Industry Funding and Otologists.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2025Article
- A retrospective review of paid sponsorship and gender demographic trends for dermatology experts.Archives of dermatological research · 2025Article
- Article
- Systematic Review of Women Leading and Participating in Nephrology Randomized Clinical Trials.Kidney international reports · 2024Article
- Exploring human resource management in the top five global hospitals: a comparative study.Frontiers in public health · 2023Article
- Trends in Women's Leadership of Oncology Clinical Trials.Frontiers in oncology · 2022Article
- Representation of Women Physicians in Heart Failure Clinical Practice.Cardiac failure review · 2021Review
- Characteristics of Heart Failure Trials Associated With Under-Representation of Women as Lead Authors.Journal of the American College of Cardiology · 2020Review
- Conflicts of interest among dermatology textbook authors.International journal of women's dermatology · 2019Review
- Evaluation of Sex Distribution of Industry Payments Among Radiation Oncologists.JAMA network open · 2019Article
- Article
- Trends in female authorship in research papers on eating disorders: 20-year bibliometric study.BJPsych open · 2018Article
- Observational
- Distribution and Patterns of Industry-Related Payments to Oncologists in 2014.Journal of the National Cancer Institute · 2016Article
- Longitudinal Analysis of Gender Differences in Academic Productivity Among Medical Faculty Across 24 Medical Schools in the United States.Academic medicine : journal of the Association of American Medical Colleges · 2016Article
- Trends and comparison of female first authorship in high impact medical journals: observational study (1994-2014).BMJ (Clinical research ed.) · 2016Observational
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
backgroundAcademic literature extensively documents gender disparities in the medical profession with regard to salary, promotion, and government funded research. However, gender differences in the value of financial ties to industry have not been adequately studied despite industry's increasing contribution to income and research funding to physicians in the U.S. METHODS &
findingsWe analyzed publicly reported financial relationships among 747,603 physicians and 432 pharmaceutical, device and biomaterials companies. Demographic and payment information were analyzed using hierarchical regression models to determine if statistically significant gender differences exist in physician-industry interactions regarding financial ties, controlling for key covariates. In 2011, 432 biomedical companies made an excess of $17,991,000 in payments to 220,908 physicians. Of these physicians, 75.1% were male. Female physicians, on average, received fewer total dollars (-$3,598.63, p<0.001) per person than men. Additionally, female physicians received significantly lower amounts for meals (-$41.80, p<0.001), education (-$1,893.14, p<0.001), speaker fees (-$2,898.44, p<0.001), and sponsored research (-$15,049.62, p=0.05). For total dollars, an interaction between gender and institutional reputation was statistically significant, implying that the differences between women and men differed based on industry's preference for an institution, with larger differences at higher reputation institutions.
conclusionsFemale physicians receive significantly lower compensation for similarly described activities than their male counterparts after controlling for key covariates. As regulations lead to increased transparency regarding these relationships, efforts to standardize compensation should be considered to promote equitable opportunities for all physicians.
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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.