ArticleThe Iowa orthopaedic journal2023
Rural Communities in the United States Face Persistent Disparities in Access to Orthopaedic Surgical Care.
Article in The Iowa orthopaedic journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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
11 citing papers in PubMed.
- Artificial Intelligence for Clinical Decision Support in Rural Spine Care: A Narrative Review.Healthcare (Basel, Switzerland) · 2026Review
- Geographic Distribution of Florida's Orthopedic Surgery Workforce: A County-Level Analysis.Cureus · 2026Article
- Accessibility of Otolaryngology Care in Virginia: A Geospatial Workforce Analysis.Laryngoscope investigative otolaryngology · 2026Article
- Return to farming after orthopedic surgery: A systematic review.World journal of orthopedics · 2026Article
- The Epidemiology of US Upper Extremity Amputations: An Analysis of the Global Burden of Disease Database (1990-2019).Cureus · 2025Article
- Using Time-Staged Palliative Conventional Radiation Therapy Followed by Stereotactic Body Radiation Therapy in Malignant Epidural Extension for a Nonsurgical Candidate.Advances in radiation oncology · 2025Article
- Current Attitudes and Barriers Among Appalachian Patients Towards Orthopaedic Surgery.Journal of Appalachian health · 2025Article
- Patient Experience and Satisfaction with Orthopedic Services at a Community (Rural) Setting Hospital-How Is It Different from Urban Setting.Journal of market access & health policy · 2024Article
- Physician Workforce in Kansas: Where are the Orthopedic Surgeons?Kansas journal of medicine · 2024Article
- Pediatric Orthopaedic Engagement with Environmental Health: Surgeon Interviews Reveal Challenges and Opportunities Across the United States and Europe.JB & JS open accessArticle
- Geographic Disparities and Workforce Trends in Orthopaedic Surgery: Potential Impact of the ACGME Merger on DO and MD Distribution.JB & JS open accessReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Access to orthopaedic care across the United States (U.S.) remains an important issue, however, no recent study has examined disparities in rural access to orthopaedic care. The goals of the present study were to (1) investigate trends in the proportion of rural orthopaedic surgeons from 2013 to 2018 as well as the proportion of rural U.S. counties with access to such surgeons and (2) analyze characteristics associated with choice of a rural practice setting. Methods: The study analyzed the Centers for Medicare and Medicaid Services (CMS) Physician Compare National Downloadable File (PC-NDF) for all active orthopaedic surgeons from 2013 to 2018. Rural practice settings were defined using Rural-Urban Commuting Area (RUCA) codes. Linear regression analysis investigated trends in rural orthopaedic surgeon volume. Multivariable logistic regression evaluated the association of surgeon characteristics with rural practice setting. Results: The total number of orthopaedic surgeons increased 1.9%, from 21,045 (2013) to 21,456 (2018). Meanwhile, the proportion of rural orthopaedic surgeons decreased by roughly 0.9%, from 578 (2013) to 559 (2018). From a per capita perspective, the number of orthopaedic surgeons practicing in a rural setting per 100,000 population ranged from 4.55 orthopaedic surgeons per 100,000 in 2013 and 4.47 per 100,000 in 2018. Meanwhile, the number of orthopaedic surgeons practicing in an urban setting ranged from 6.63 per 100,000 in 2013 and 6.35 per 100,000 in 2018. The surgeon characteristics most associated with decreased odds of practicing orthopaedic surgery in a rural setting included earlier career-stage (OR: 0.80, 95% CI: [0.70-0.91]; p < 0.001) and sub-specialization status (OR: 0.40, 95% CI: [0.36-0.45]; p < 0.001). Conclusion: Existing rural-urban disparities in musculoskeletal healthcare access have persisted over the past decade and could worsen. Future research should investigate the effects of orthopaedic workforce shortages on travel times, patient cost burden, and disease specific outcomes.
Indexed as
Identifiers
37383875PMC10296461What 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.