ArticleBMJ open2026
International perspective on healthcare provider gender bias in musculoskeletal pain management: a scoping review.
Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
The trial behind it
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Who cites it
1 citing paper in PubMed.
- Strength unseen: confronting prejudice in women's resistance and weight training.Annals of medicine · 2026Review
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveMusculoskeletal pain is a global issue affecting millions of individuals. Healthcare provider gender bias (HCP-GB) in pain management or treatment may have implications. This study aimed to systematically (1) identify and map the scientific and grey literature as it relates to HCP-GB in the assessment, diagnosis and management of musculoskeletal pain, and (2) identify current gaps that necessitate further research.
designThis scoping review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR). DATA SOURCES: The following databases were searched: PubMed (National Library of Medicine), Embase (Elsevier), Scopus (Elsevier), CINAHL Complete (Ovid), Academic Search Complete (EBSCOhost), Pre-Prints Database (National Library of Medicine) and Rehabilitation Reference Center from inception to August 2022 and updated in May 2025. Relevant grey literature was identified. ELIGIBILITY CRITERIA FOR SELECTING ARTICLES: All screening was performed by two reviewers during title/abstract screening and full-text screening stages. Articles published in English, Spanish and German were included if they involved participants with musculoskeletal pain and examined HCP-GB as the dependent variable. DATA EXTRACTION AND SYNTHESIS: Two reviewers independently extracted data from the bibliometric, study characteristics and pain science variables. Results were descriptively mapped, and the frequency of concepts, population and characteristics was narratively reported.
results21 full-text articles were included. All articles were published in North America and Europe. A total of 3694 healthcare providers from various specialty areas were examined. A majority of studies (57.1%; n=12) measured HCP-GB using written case vignettes, 33.3% (n=7) used case vignettes plus virtual human pictures/videos, and 9.5% (n=2) used real patients. The influence of patients' sex in HCP pain assessment was reported in 28.5% (n=6) of the articles, while 42.9% (n=9) reported gender bias regarding HCP non-pharmacological treatment recommendations. Male patients were more likely to receive exercise recommendations for back pain and laboratory testing, whereas female patients received more psychological treatment recommendations and counselling from their HCP.
conclusionsWhile there appears to be inconsistent use of the terms sex and gender, the literature informing this review suggests an existence of gender bias in the management of patients with musculoskeletal pain. Future research should be more purposeful in the use of sex/gender-related terms and consider exploring the impact of implicit bias training to rectify potential gender biases present in HCP.
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