Department of Neurological Surgery, University of California, San Francisco, CA, United States.
Sword Health, Inc, Draper, UT, United States.
J Med Internet Res. 2022 Oct 31;24(10):e41306. doi: 10.2196/41306.
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.
We aimed to assess the impact of race and ethnicity on engagement and outcomes in a multimodal DCP for MSK pain.
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.
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.
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.
肌肉骨骼(MSK)疼痛通过更高的负担和更少的获得护理的机会,不成比例地影响来自不同种族背景的人。数字护理计划(DCP)可以改善获得护理的机会,并有助于减少不平等。然而,基于种族和民族的此类计划的结果尚未得到研究。
我们旨在评估多模式 MSK 疼痛 DCP 中种族和民族对参与度和结果的影响。
这是一项对正在进行的去中心化单臂研究的专题分析,该研究调查了多模式 DCP 对 MSK 患者的参与度和临床相关结果的影响。根据自我报告的种族和民族群体对患者进行分层,并使用潜在增长曲线分析比较基线和 12 周时的参与度和结果变化。结果包括计划参与度(疗程数)、自我报告的疼痛评分、手术可能性、广泛性焦虑症 7 项量表、患者健康问卷 9 项、工作生产力和活动障碍。计算了疼痛的最小临床重要差异(MCID)为 30%,并进行了多变量逻辑回归以评估种族作为达到 MCID 的独立预测因子。
共有 6949 名患者完成了该计划:其中 65.5%(4554/6949)为非西班牙裔白人,10.8%(749/6949)为黑人,9.7%(673/6949)为亚洲人,9.2%(636/6949)为西班牙裔,4.8%(337/6949)为其他种族或民族背景。研究人群多样化,符合美国人口的比例。所有群体都报告了较高的参与度和满意度,尽管参与度较低,但西班牙裔和黑人患者的满意度排名第一。与非西班牙裔白人患者相比,黑人患者更有可能退出(比值比 [OR] 1.19,95%CI 1.01-1.40,P=.04)。西班牙裔和黑人患者在基线时报告了最高的疼痛水平、手术意向、工作生产力和日常生活活动障碍。所有种族群体在所有结果上都有显著改善,黑人和西班牙裔患者在临床结果上的改善最大。与非西班牙裔白人患者相比,西班牙裔患者在疼痛方面的反应率最高(75.8%),达到疼痛 MCID 的可能性更高(OR 1.74,95%CI 1.24-2.45,P=.001),这与年龄、BMI、性别、治疗类型、教育程度和就业状况无关。在种族和民族群体之间没有发现心理健康结果的差异。
本研究提倡使用 DCP 来改善 MSK 护理的获得,并促进健康公平。所有群体的参与度和满意度都很高。黑人和西班牙裔患者在基线时的 MSK 负担更高,参与度较低,但报告的改善程度也更高,其中西班牙裔患者的疼痛改善可能性更高。