ArticlePlastic and reconstructive surgery. Global open2019
Patient Representation in Medical Literature: Are We Appropriately Depicting Diversity?
Article in Plastic and reconstructive surgery. Global open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 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
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Perpetual Cycle of Racial Bias in Healthcare and Healthcare Education: A Systematic Review.Journal of racial and ethnic health disparities · 2026Pooled it
- 'I Didn't Know, I Definitely Guessed.' Exploring Pre-Registration Podiatry Students' Approach to Identifying Dermatological Conditions in Different Skin Tones, a Mixed Methods Study.Journal of foot and ankle research · 2026Article
- What Patients See: Evaluating the Quality, Readability, and Ethnic Inclusivity of Online Resources for Breast Reconstruction.Plastic and reconstructive surgery. Global open · 2026Article
- Representation of different skin colors in German nursing textbooks.GMS journal for medical education · 2026Article
- Health professional students' perspectives on diversity and inclusion in anatomy curricula.BMC medical education · 2025Article
- Advanced Skin Imaging Techniques for Patients with Skin of Color: Clinical and Technological Insights.Dermatology practical & conceptual · 2025Review
- Exploring Skin Tone Diversity in a Plastic Surgery Resident Education Curriculum.Plastic surgery (Oakville, Ont.) · 2025Article
- Article
- Transparent medical image AI via an image-text foundation model grounded in medical literature.Nature medicine · 2024Article
- Quantifying Nipple-Areolar Complex Shape and Location After Transmasculine Top Surgery: A Study of Postoperative Photographs Posted on Social Media and Surgeons' Professional Websites.Transgender health · 2024Article
- Frontiers in Medical Illustration: From Netter's Naturalism to a Representation Revolution.The Journal of biocommunication · 2024Review
- Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning.NPJ digital medicine · 2023Article
- An Analysis of Racial Diversity in the Breast Reconstruction and Aesthetic Surgery Literature.Plastic and reconstructive surgery. Global open · 2022Article
- Planning a Collection of Virtual Patients to Train Clinical Reasoning: A Blueprint Representative of the European Population.International journal of environmental research and public health · 2022Article
- Improving Equity, Diversity, and Inclusion in Plastic, Reconstructive, and Aesthetic Surgery in Canada: A Call to Action.Plastic surgery (Oakville, Ont.) · 2022Article
- Images in Health-related Communications from Sri Lanka: Is there a Racial Bias?Asian bioethics review · 2022Article
- Impact of Diversity in Training Resources on Self-Confidence in Diagnosing Skin Conditions Across a Range of Skin Tones: An International Survey.Frontiers in pediatrics · 2022Article
- Implicit bias in healthcare: clinical practice, research and decision making.Future healthcare journal · 2021Article
- How to Embrace Antiracism as a US Plastic Surgeon: Definitions, Principles, and Practice.Plastic and reconstructive surgery. Global open · 2020Article
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRacial disparities exist in the accessibility, delivery, and quality of healthcare. Clinical images are central to plastic surgery, but choice of images in the literature is susceptible to implicit biases. The objective of this study was to determine if published images reflect the racial demographic of patients.
methodsA search for color photographs and rendered graphics depicting human skin was completed in 6 plastic surgery journals and the New England Journal of Medicine
resultsIn total, 24,209 color photographs and 1,671 color graphics were analyzed. In plastic surgery journals, 22% of photographs were nonwhite and the average number of photographs per article with white skin was 5.4 compared with 1.6 with nonwhite skin (
conclusionsRoughly 60%-70% of the world population and 30% of US cosmetic patients are nonwhite. Images in plastic surgery literature reflect neither racial demographics by global region nor the patient population seeking surgery. To advance equitable care, images should better represent the racial composition of the populations served.
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.