ArticleClinical orthopaedics and related research2020
Are There Nationwide Socioeconomic and Demographic Disparities in the Use of Outpatient Orthopaedic Services?
Article in Clinical orthopaedics and related research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.
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Who cites it
29 citing papers in PubMed, 1 synthesis or guideline pooled it, 76 citations in OpenAlex.
- Is Our Science Representative? A Systematic Review of Racial and Ethnic Diversity in Orthopaedic Clinical Trials from 2000 to 2020.Clinical orthopaedics and related research · 2022Pooled it
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- Geographic Distribution of Florida's Orthopedic Surgery Workforce: A County-Level Analysis.Cureus · 2026Article
- After ACL Injury in Children and Adolescents, Where in the Preoperative Timeline do Disparities in Timing and Clinical Course Originate?Clinical orthopaedics and related research · 2026Article
- The Impact of Socioeconomic Status on Timely Presentation and Treatment in Pediatric Hand Fractures.Journal of the Pediatric Orthopaedic Society of North America · 2026Article
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- The Epidemiology of US Upper Extremity Amputations: An Analysis of the Global Burden of Disease Database (1990-2019).Cureus · 2025Article
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- Strategies to Improve Equitable Access to Early Osteoarthritis Diagnosis and Management: An Updated Review.Arthritis care & research · 2025Review
- Elevated Distressed Community Index Score is Associated With Adverse Outcomes Following Hip Fracture Surgery in the Medicare Population.Geriatric orthopaedic surgery & rehabilitation · 2025Article
- Disparities in Musculoskeletal Oncology.Current reviews in musculoskeletal medicine · 2024Review
- The Quality and Cultural Safety of Online Osteoarthritis Information for Affected Persons and Health Care Professionals: Content Analysis.Journal of medical Internet research · 2024Article
- Socioeconomic Status and Time to Treatment in Patients With Traumatic Rotator Cuff Tears.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2024Article
- The Influence of Patient Characteristics and Social Determinants of Health on Postoperative Complications Following Achilles Tendon Rupture.Foot & ankle international · 2024Article
- Race, Income, and Insurance Status Are Associated with Increased Time to Initial Outpatient Evaluation of Fracture Patients.Journal of the Pediatric Orthopaedic Society of North America · 2024Article
- Medicaid Insurance is Associated With Decreased MRI Use for Ankle Sprains Compared With Private Insurance: A Retrospective Large-database Analysis.Clinical orthopaedics and related research · 2024Article
- Transforming the Management of Articular Fractures in the Foot: A Critical Examination of Current Methods and Future Directions: A Review.Journal of personalized medicine · 2024Review
- Disparities Exist in the Experience of Financial Burden Among Orthopedic Trauma Patients: A Systematic Review.Current reviews in musculoskeletal medicine · 2024Review
- Policies in Canada fail to address disparities in access to person-centred osteoarthritis care: a content analysis.BMC health services research · 2024Article
- Examining Health-Seeking Behavior among Diverse Ethnic Subgroups within Black Populations in the United States and Canada: A Cross-Sectional Study.International journal of environmental research and public health · 2024Article
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAlthough disparities in the use of healthcare services in the United States have been well-documented, information examining sociodemographic disparities in the use of healthcare services (for example, office-based and emergency department [ED] care) for nonemergent musculoskeletal conditions is limited. QUESTIONS/PURPOSES: This study was designed to answer two important questions: (1) Are there identifiable nationwide sociodemographic disparities in the use of either office-based orthopaedic care or ED care for common, nonemergent musculoskeletal conditions? (2) Is there a meaningful difference in expenditures associated with these same conditions when care is provided in the office rather than the ED?
methodsThis study analyzed data from the 2007 to 2015 Medical Expenditure Panel Survey (MEPS). The MEPS is a nationally representative database administered by the Agency for Healthcare Research and Quality that tracks patient interactions with the healthcare system and expenditures associated with each visit, making it an ideal data source for our study. Differences in the use of office-based and ED care were assessed across different socioeconomic and demographic groups. Healthcare expenditures associated with office-based and ED care were tabulated for each of the musculoskeletal conditions included in this study. The MEPS database defines expenditures as direct payments, including out-of-pocket payments and payments from insurances. In all, 63,514 participants were included in our study. Fifty-one percent (32,177 of 63,514) of patients were aged 35 to 64 years and 29% were older than 65 years (18,445 of 63,514). Women comprised 58% (37,031 of 63,514) of our population, while men comprised 42% (26,483 of 63,514). Our study was limited to the following eight categories of common, nonemergent musculoskeletal conditions: osteoarthritis (40%, 25,200 of 63,514), joint derangement (0.5%, 285 of 63,514), other joint conditions (43%, 27,499 of 63,514), muscle or ligament conditions (6%, 3726 of 63,514), bone or cartilage conditions (8%, 5035 of 63,514), foot conditions (1%, 585 of 63,514), fractures (7%, 4189 of 63,514), and sprains or strains (18%, 11,387 of 63,514). Multivariable logistic regression was used to ascertain which demographic, socioeconomic, and health-related factors were independently associated with differences in the use of office-based orthopaedic services and ED care for musculoskeletal conditions. Furthermore, expenditures over the course of our study period for each of our musculoskeletal categories were calculated per visit in both the outpatient and the ED settings, and adjusted for inflation.
resultsAfter controlling for covariates like age, gender, region, insurance status, income, education level, and self-reported health status, we found substantially lower use of outpatient musculoskeletal care among patients who were Hispanic (odds ratio 0.79 [95% confidence interval 0.72 to 0.86]; p < 0.001), non-Hispanic black (OR 0.77 [95% CI 0.70 to 0.84]; p < 0.001), lesser-educated (OR 0.72 [95% CI 0.65 to 0.81]; p < 0.001), lower-income (OR 0.80 [95% CI 0.73 to 0.88]; p < 0.001), and nonprivately-insured (OR 0.85 [95% CI 0.79 to 0.91]; p < 0.001). Public insurance status (OR 1.30 [95% CI 1.17 to 1.44]; p < 0.001), lower income (OR 1.53 [95% CI 1.28 to 1.82]; p < 0.001), and lesser education status (OR 1.35 [95% CI 1.14 to 1.60]; p = 0.001) were also associated with greater use of musculoskeletal care in the ED. Healthcare expenditures associated with care for musculoskeletal conditions was substantially greater in the ED than in the office-based orthopaedic setting.
conclusionsThere are substantial sociodemographic disparities in the use of office-based orthopaedic care and ED care for common, nonemergent musculoskeletal conditions. Because of the lower expenditures associated with office-based orthopaedic care, orthopaedic surgeons should make a concerted effort to improve access to outpatient care for these populations. This may be achieved through collaboration with policymakers, greater initiatives to provide care specific to minority populations, and targeted efforts to improve healthcare literacy. LEVEL OF EVIDENCE: Level III, therapeutic study.
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