Cargando…
Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study
BACKGROUND: Musculoskeletal (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 hav...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9664333/ https://www.ncbi.nlm.nih.gov/pubmed/36189963 http://dx.doi.org/10.2196/41306 |
_version_ | 1784831079460372480 |
---|---|
author | Scheer, Justin Costa, Fabíola Molinos, Maria Areias, Anabela Janela, Dora Moulder, Robert G Lains, Jorge Bento, Virgílio Yanamadala, Vijay Cohen, Steven P Correia, Fernando Dias |
author_facet | Scheer, Justin Costa, Fabíola Molinos, Maria Areias, Anabela Janela, Dora Moulder, Robert G Lains, Jorge Bento, Virgílio Yanamadala, Vijay Cohen, Steven P Correia, Fernando Dias |
author_sort | Scheer, Justin |
collection | PubMed |
description | BACKGROUND: Musculoskeletal (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. OBJECTIVE: We aimed to assess the impact of race and ethnicity on engagement and outcomes in a multimodal DCP for MSK pain. METHODS: This 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. RESULTS: A 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. CONCLUSIONS: This 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. |
format | Online Article Text |
id | pubmed-9664333 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-96643332022-11-15 Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study Scheer, Justin Costa, Fabíola Molinos, Maria Areias, Anabela Janela, Dora Moulder, Robert G Lains, Jorge Bento, Virgílio Yanamadala, Vijay Cohen, Steven P Correia, Fernando Dias J Med Internet Res Original Paper BACKGROUND: Musculoskeletal (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. OBJECTIVE: We aimed to assess the impact of race and ethnicity on engagement and outcomes in a multimodal DCP for MSK pain. METHODS: This 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. RESULTS: A 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. CONCLUSIONS: This 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. JMIR Publications 2022-10-31 /pmc/articles/PMC9664333/ /pubmed/36189963 http://dx.doi.org/10.2196/41306 Text en ©Justin Scheer, Fabíola Costa, Maria Molinos, Anabela Areias, Dora Janela, Robert G Moulder, Jorge Lains, Virgílio Bento, Vijay Yanamadala, Steven P Cohen, Fernando Dias Correia. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 31.10.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Scheer, Justin Costa, Fabíola Molinos, Maria Areias, Anabela Janela, Dora Moulder, Robert G Lains, Jorge Bento, Virgílio Yanamadala, Vijay Cohen, Steven P Correia, Fernando Dias Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study |
title | Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study |
title_full | Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study |
title_fullStr | Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study |
title_full_unstemmed | Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study |
title_short | Racial and Ethnic Differences in Outcomes of a 12-Week Digital Rehabilitation Program for Musculoskeletal Pain: Prospective Longitudinal Cohort Study |
title_sort | racial and ethnic differences in outcomes of a 12-week digital rehabilitation program for musculoskeletal pain: prospective longitudinal cohort study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9664333/ https://www.ncbi.nlm.nih.gov/pubmed/36189963 http://dx.doi.org/10.2196/41306 |
work_keys_str_mv | AT scheerjustin racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT costafabiola racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT molinosmaria racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT areiasanabela racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT janeladora racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT moulderrobertg racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT lainsjorge racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT bentovirgilio racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT yanamadalavijay racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT cohenstevenp racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy AT correiafernandodias racialandethnicdifferencesinoutcomesofa12weekdigitalrehabilitationprogramformusculoskeletalpainprospectivelongitudinalcohortstudy |