Stroke survivors’ preferences for post-stroke self-management programs: A discrete choice experiment

冲程(发动机) 医学 自我管理 混合逻辑 逻辑回归 心理学 物理疗法 计算机科学 机械工程 机器学习 内科学 工程类
作者
Kinjal Doshi,S. Henderson,Denise Ju Ling Seah,Deidre Anne De Silva,Jia Jia Lee,Vinh Anh Huynh,Semra Özdemir
出处
期刊:Journal of stroke and cerebrovascular diseases [Elsevier]
卷期号:32 (3): 106993-106993 被引量:3
标识
DOI:10.1016/j.jstrokecerebrovasdis.2023.106993
摘要

Background and purpose Self-management programs enhance survival in stroke patients. However, they require patient-centered designs to be effective. The aim of this study was therefore to investigate the type of post-stroke self-management programs that appeal to stroke survivors, and to estimate their willingness to participate in such programs. Methods A Discrete Choice Experiment was administered to patients who had either a transient ischemic attack (TIA) or stroke within the past 3 years and were cognitively intact (i.e., stroke survivors). Stroke survivors were presented with eight choice tasks and asked to choose between ‘No Program’ and two hypothetical post-stroke management programs that varied by six attributes: Topics covered by the program; schedule of the program; frequency and duration of the sessions; number of participants; out-of-pocket registration fee for the whole program; and rewards for completing the program. Results The analysis involved 146 stroke survivors. Based on the mixed logit model, the predicted willingness to participate ranged from 53% to 76%. The most popular characteristics in a program were topics on health education and risk management, being scheduled during weekends as four sessions that are each 2 hours long and involve four participants, a registration fee of SGD50 (∼USD36), and SGD500 (∼USD359) reward for program completion. Conclusions Interest in post-stroke self-management programs was high, with at least half of the sample showing interest in participating in these programs. Program features such as focusing on health education and risk management, charging a low registration fee, and offering incentives helped to increase the demand.
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