ArticleJournal of medical Internet research2022
Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study.
Article in Journal of medical Internet research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses that pooled it.
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Who cites it
14 citing papers in PubMed, 2 syntheses or guidelines pooled it, 18 citations in OpenAlex.
- The Role of Traditional Healers in Musculoskeletal Care for Hispanic and Latino/a Americans: A Systematic Review.JBJS reviews · 2026Pooled it
- mHealth applications to enhance physical therapy outcomes among adults with chronic non-cancer pain: a scoping review.Frontiers in pain research (Lausanne, Switzerland) · 2026Pooled it
- Incidence and sociodemographic characteristics of coexisting function-limiting musculoskeletal problems and psychological distress among university students in Sweden: The SUN cohort study.BMJ public health · 2026Article
- Are depression, anxiety, and fear-avoidance predictors of outcomes after digital care for chronic musculoskeletal pain?Pain reports · 2025Article
- Discrimination and wellbeing are differentially related to pain severity for the racially marginalized.Pain medicine (Malden, Mass.) · 2025Article
- Musculoskeletal disorders and other occupational health outcomes among sanitation workers in Nepal: A community based cross-sectional survey exploring the risk factors, knowledge, and practices.BMC public health · 2025Article
- Musculoskeletal Magazine Advertising Focuses on White Individuals and Overlooks Minority Consumers.Journal of market access & health policy · 2025Article
- Evaluating Digital Rehabilitation Outcomes in Chronic Musculoskeletal Conditions Across Non-Obesity, Obesity, and Severe Obesity.Journal of pain research · 2025Article
- Health Care Discrimination Affects Patient Activation, Communication Self-Efficacy, and Pain for Black Americans.The journal of pain · 2024Article
- Exploring the Importance of Race and Gender Concordance Between Patients and Physical Therapists in Digital Rehabilitation for Musculoskeletal Conditions: Observational, Longitudinal Study.Journal of medical Internet research · 2024Observational
- Transforming Veteran Rehabilitation Care: Learnings from a Remote Digital Approach for Musculoskeletal Pain.Healthcare (Basel, Switzerland) · 2024Article
- Applying AI to Safely and Effectively Scale Care to Address Chronic MSK Conditions.Journal of clinical medicine · 2024Article
- The potential of a multimodal digital care program in addressing healthcare inequities in musculoskeletal pain management.NPJ digital medicine · 2023Article
- Engagement and Utilization of a Complete Remote Digital Care Program for Musculoskeletal Pain Management in Urban and Rural Areas Across the United States: Longitudinal Cohort Study.JMIR mHealth and uHealth · 2023Article
Corrections and comments
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Authors and funding
11 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMusculoskeletal (MSK) pain disproportionately affects people from different ethnic backgrounds through higher burden and less access to care. Digital care programs (DCPs) can improve access and help reduce inequities. However, the outcomes of such programs based on race and ethnicity have yet to be studied.
objectiveWe aimed to assess the impact of race and ethnicity on engagement and outcomes in a multimodal DCP for MSK pain.
methodsThis was an ad hoc analysis of an ongoing decentralized single-arm investigation into engagement and clinical-related outcomes after a multimodal DCP in patients with MSK conditions. Patients were stratified by self-reported racial and ethnic group, and their engagement and outcome changes between baseline and 12 weeks were compared using latent growth curve analysis. Outcomes included program engagement (number of sessions), self-reported pain scores, likelihood of surgery, Generalized Anxiety Disorder 7-item scale, Patient Health Questionnaire 9-item, and Work Productivity and Activity Impairment. A minimum clinically important difference (MCID) of 30% was calculated for pain, and multivariable logistic regression was performed to evaluate race as an independent predictor of meeting the MCID.
resultsA total of 6949 patients completed the program: 65.5% (4554/6949) of them were non-Hispanic White, 10.8% (749/6949) were Black, 9.7% (673/6949) were Asian, 9.2% (636/6949) were Hispanic, and 4.8% (337/6949) were of other racial or ethnic backgrounds. The population studied was diverse and followed the proportions of the US population. All groups reported high engagement and satisfaction, with Hispanic and Black patients ranking first among satisfaction despite lower engagement. Black patients had a higher likelihood to drop out (odds ratio [OR] 1.19, 95% CI 1.01-1.40, P=.04) than non-Hispanic White patients. Hispanic and Black patients reported the highest level of pain, surgical intent, work productivity, and impairment in activities of daily living at baseline. All race groups showed a significant improvement in all outcomes, with Black and Hispanic patients reporting the greatest improvements in clinical outcomes. Hispanic patients also had the highest response rate for pain (75.8%) and a higher OR of meeting the pain MCID (OR 1.74, 95% CI 1.24-2.45, P=.001), when compared with non-Hispanic White patients, independent of age, BMI, sex, therapy type, education level, and employment status. No differences in mental health outcomes were found between race and ethnic groups.
conclusionsThis study advocates for the utility of a DCP in improving access to MSK care and promoting health equity. Engagement and satisfaction rates were high in all the groups. Black and Hispanic patients had higher MSK burden at baseline and lower engagement but also reported higher improvements, with Hispanic patients presenting a higher likelihood of pain improvement.
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