ArticleJAMA surgery2018
Association of Author Gender With Sex Bias in Surgical Research.
Article in JAMA surgery, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 2 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
15 citing papers in PubMed, 2 syntheses or guidelines pooled it, 36 citations in OpenAlex.
- What Are the Factors That Can Challenge and Promote Resilience in Parents of Children With Intellectual Disabilities? A Systematic Review.Journal of applied research in intellectual disabilities : JARID · 2025Pooled it
- Gender Bias in Clinical Trials of Sodium-Glucose Cotransporter 2 Inhibitors for the Treatment of Type 2 Diabetes Mellitus: A Systematic Review.Journal of diabetes research · 2025Pooled it
- Article
- Large language model-based evaluation of the impact of gender in medical research.medRxiv : the preprint server for health sciences · 2026Article
- Disproportionately low authorship by women urologists in sexual medicine journals.Sexual medicine · 2025Article
- Fertility and childbearing experiences of female physicians at a single academic medical center.F&S reports · 2025Article
- Gender Inequity in Institutional Leadership Roles in US Academic Medical Centers: A Systematic Scoping Review.JAMA network open · 2025Article
- Sociodemographic reporting in videomics research: a review of practices in otolaryngology - head and neck surgery.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2024Review
- Childbearing, Infertility, and Career Trajectories Among Women in Medicine.JAMA network open · 2023Article
- Minimal influence of estrous cycle on studies of female mouse behaviors.Frontiers in molecular neuroscience · 2023Article
- The Persistence of Sex Bias in High-Impact Clinical Research.The Journal of surgical research · 2022Article
- Publication bias is the consequence of a lack of diversity, equity, and inclusion.Journal of vascular surgery · 2021Article
- Sex-Specific Analysis Is Lacking in Abstracts Presented at Arthroscopy Association of North America and American Orthopaedic Society for Sports Medicine Annual Meetings From 2016 to 2019.Arthroscopy, sports medicine, and rehabilitation · 2021Article
- Bibliometric Analysis of the English Musculoskeletal Literature over the Last 30 Years.TheScientificWorldJournal · 2021Article
- Gender Disparities in Authorships and Citations in Transplantation Research.Transplantation direct · 2020Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
Importance: Previous studies demonstrate sex bias in surgical research. Female participants and investigators are underrepresented in surgical scientific research. Objectives: To describe the distribution of male and female authors in 5 general-interest surgery journals, assess the association of author gender with sex bias, and explore whether investigators benefit from performing sex-inclusion research. Design, Setting, and Participants: For this bibliometric analysis, data were abstracted from 1921 original, peer-reviewed articles published from January 1, 2011, through December 31, 2012, in Annals of Surgery, American Journal of Surgery, JAMA Surgery, The Journal of Surgical Research, and Surgery. Excluded articles pertained to a sex-specific disease or did not report the number of study participants. An additional 119 articles contained gender-ambiguous author names and were omitted. Data were analyzed from April to June 2017. Main Outcomes and Measures: Male and female first and senior authors, number of female and male participants in each study, surgical specialty, and number of citations received per article. Results: Of the 3604 authors of 1802 articles included in this study, 2791 first and senior authors (77.4%) were male and 813 (22.6%) were female. The prevalence of male and female authors was consistent across all 5 journals and among clinical and basic science research. Articles by female authors included a higher median number of female study participants compared with their male counterparts (27.5 vs 16.0; P = .01), but sex matched the inclusion of participants less frequently (36% vs 45%; P = .001). No sex-based differences occurred between male and female authors in reporting, statistical analysis, and discussion of the data or in the number of citations received. Compared with studies that did not report, analyze, or discuss data by sex, studies that performed sex-specific data reporting yielded a mean of 2.8 more citations (95% CI, 1.2-4.4; P = .001); those that performed statistical analysis, a mean of 3.5 more citations (95% CI, 1.8-5.1; P = .001); and those that discussed the data, a mean of 2.6 more citations (95% CI, 0.7-4.5; P = .001). Articles with a higher percentage of sex matching of participants also received more citations, with an increase of 1 citation per 4.8% (95% CI, 2.0%-7.7%; P = .001) increase in percentage of sex matching. Conclusions and Relevance: Sex bias in surgical research is prevalent among male and female authors; however, female authors included proportionally more female participants in their studies compared with male authors. Notably, studies that addressed sex bias were rewarded by the scientific community with increased citations of their published work.
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.