A Series of Virtual Interventions for Chronic Lower Back Pain: A Feasibility Pilot Study for a Series of Personalized (N-of-1) Trials.

Harvard data science review Pub Date : 2022-01-01 Epub Date: 2022-09-08 DOI:10.1162/99608f92.72cd8432
Mark Butler, Stefani D'Angelo, Melissa Kaplan, Zarrin Tashnim, Danielle Miller, Heejoon Ahn, Louise Falzon, Andrew J Dominello, Cirrus Foroughi, Thevaa Chandereng, Ken Cheung, Karina Davidson
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Abstract

Chronic lower back pain (CLBP) affects 25% of U.S. adults and is associated with high costs due to physician visits and reduced productivity. Research shows that massage and yoga can be effective nonpharmacological treatments for CLBP, but the feasibility, scalability, individual treatment, and adverse-event heterogeneity of these treatments are unknown. The current study evaluated the feasibility and acceptability of a series of personalized (N-of-1) interventions for virtual delivery of massage and yoga or usual-care treatment for CLBP in 57 participants. We hypothesized that this study would provide valuable information about implementing a virtual, personalized platform for randomized controlled trials of personalized (N-of-1) interventions among individuals with CLBP. The study will do so by determining participants' ratings of usability and satisfaction with the virtual, personalized intervention delivery system and, in the long term, identifying ways to integrate these personalized trials into patient care. Of the 57 participants enrolled, two withdrew from the study and were not eligible to receive the primary outcome assessment. Thirty-seven of the remaining 55 participants (67.3%) completed satisfaction surveys comprising the System Usability Scale (SUS) and items assessing satisfaction with the components of the personalized trial. Participants rated the usability of the personalized trial as excellent (average SUS score = 85.8), 95% were satisfied with the personalized trial overall, and 100% stated they would recommend the trial to others. These results suggest that personalized trials of massage and yoga are highly feasible and acceptable to participants with CLBP.

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慢性下背痛的一系列虚拟干预:一系列个性化(N-of-1)试验的可行性试点研究。
慢性下背痛(CLBP)影响着 25% 的美国成年人,因就诊和生产率下降而产生高额费用。研究表明,按摩和瑜伽是治疗慢性下背痛的有效非药物疗法,但这些疗法的可行性、可扩展性、个体治疗和不良反应异质性尚不清楚。本研究评估了一系列个性化(N-of-1)干预措施的可行性和可接受性,这些干预措施是针对 57 名慢性阻塞性肺病患者的按摩和瑜伽虚拟治疗或常规护理治疗。我们假设,这项研究将为在慢性前列腺炎患者中实施个性化(N-of-1)干预随机对照试验的虚拟个性化平台提供有价值的信息。本研究将通过确定参与者对虚拟个性化干预实施系统的可用性和满意度的评分来实现这一目标,从长远来看,还将确定将这些个性化试验整合到患者护理中的方法。在注册的 57 名参与者中,有两人退出了研究,没有资格接受主要结果评估。其余 55 名参与者中有 37 人(67.3%)完成了满意度调查,其中包括系统可用性量表(SUS)和个性化试验各组成部分满意度评估项目。参与者将个性化试验的可用性评为优秀(SUS 平均分 = 85.8),95% 的参与者对个性化试验总体表示满意,100% 的参与者表示会向他人推荐该试验。这些结果表明,按摩和瑜伽的个性化试验对于慢性前列腺炎患者来说是非常可行和可接受的。
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