Co-Founder and Chief Scientific Officer, Well-Beat, Kfar Saba, Israel.
The Academic College of Tel Aviv-Yaffo, Yaffo, Israel.
PLoS One. 2022 Aug 29;17(8):e0273815. doi: 10.1371/journal.pone.0273815. eCollection 2022.
Despite documented benefits and physicians' recommendations to participate in cardiac rehabilitation (CR) programs, the average dropout rate remains between 12-56%. This study's goal was to demonstrate that using personalized interventions can significantly increase patient adherence.
Ninety-five patients (ages 18-90) eligible for the CR program were randomly recruited and received personalized interventions using the Well-Beat system. Adherence levels were compared to those of a historical control group. The Well-Beat system provided Sheba CR Health Care Provider (HCP) guidelines for personalized patient-therapist dialogue. The system also generated ongoing personalized text messages for each patient sent twice a week and related each patient's dynamic profile to their daily behavior, creating continuity, and reinforcing the desired behavior.
A significant increase in patient adherence to the CR program: Three months after initiation, 76% remained active compared to the historical average of 24% in the matched control group (log-rank p-value = 0.001).
Using an Artificial Intelligence (AI)-based engine that generated recommendations and messages made it possible to improve patient adherence without increasing HCP load, benefiting all. Presenting customized patient insights to the HCP and generating personalized communications along with action motivating text messages can also be useful for remote care.
尽管有医学文献记载的获益和医生建议参加心脏康复(CR)项目,但平均退出率仍在 12-56%之间。本研究的目的是证明使用个性化干预措施可以显著提高患者的依从性。
95 名符合 CR 项目条件的患者(年龄 18-90 岁)被随机招募,并使用 Well-Beat 系统接受个性化干预。将依从水平与历史对照组进行比较。Well-Beat 系统为 Sheba CR 医疗保健提供者(HCP)提供了个性化患者-治疗师对话的指南。该系统还为每位患者生成了每周发送两次的持续个性化短信,并将每位患者的动态资料与其日常行为相关联,从而建立连续性并强化所需行为。
CR 项目患者的依从性显著提高:启动后三个月,76%的患者仍保持活跃,而匹配对照组的历史平均水平为 24%(对数秩 p 值=0.001)。
使用基于人工智能(AI)的引擎生成建议和消息,无需增加 HCP 负担,就有可能提高患者的依从性,使所有人受益。向 HCP 提供定制的患者见解,并生成个性化的沟通以及行动激励短信,也可用于远程护理。