Division of Cardiovascular Diseases, Department of Internal Medicine (J.R.G., R.S., V.S.E.J., E.L., S. Kohnstamm, B.K.N.), University of Michigan.
Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP) (J.R.G., B.K.N.), University of Michigan.
Circ Cardiovasc Qual Outcomes. 2024 Jul;17(7):e010731. doi: 10.1161/CIRCOUTCOMES.123.010731. Epub 2024 Jun 18.
Text messages may enhance physical activity levels in patients with cardiovascular disease, including those enrolled in cardiac rehabilitation. However, the independent and long-term effects of text messages remain uncertain.
The VALENTINE study (Virtual Application-supported Environment to Increase Exercise) was a micro-randomized trial that delivered text messages through a smartwatch (Apple Watch or Fitbit Versa) to participants initiating cardiac rehabilitation. Participants were randomized 4× per day over 6-months to receive no text message or a message encouraging low-level physical activity. Text messages were tailored on contextual factors (eg, weather). Our primary outcome was step count 60 minutes following a text message, and we used a centered and weighted least squares mean method to estimate causal effects. Given potential measurement differences between devices determined a priori, data were assessed separately for Apple Watch and Fitbit Versa users over 3 time periods corresponding to the initiation (0-30 days), maintenance (31-120 days), and completion (121-182 days) of cardiac rehabilitation.
One hundred eight participants were included with 70 552 randomizations over 6 months; mean age was 59.5 (SD, 10.7) years with 36 (32.4%) female and 68 (63.0%) Apple Watch participants. For Apple Watch participants, text messages led to a trend in increased step count by 10% in the 60-minutes following a message during days 1 to 30 (95% CI, -1% to +20%), with no effect from days 31 to 120 (+1% [95% CI, -4% to +5%]), and a significant 6% increase during days 121 to 182 (95% CI, +0% to +11%). For Fitbit users, text messages significantly increased step count by 17% (95% CI, +7% to +28%) in the 60-minutes following a message in the first 30 days of the study with no effect subsequently.
In patients undergoing cardiac rehabilitation, contextually tailored text messages may increase physical activity, but this effect varies over time and by device.
URL: https://www.clinicaltrials.gov; Unique identifier: NCT04587882.
短信可能会提高心血管疾病患者(包括参加心脏康复的患者)的身体活动水平。然而,短信的独立和长期效果仍不确定。
VALENTINE 研究(通过智能手表(Apple Watch 或 Fitbit Versa)向开始心脏康复的参与者提供虚拟应用支持环境以增加锻炼)是一项微型随机试验。参与者在 6 个月内每天随机接受 4 次短信,分为不接受短信或接受鼓励低水平身体活动的短信。短信是根据上下文因素(例如,天气)定制的。我们的主要结局是在收到短信后 60 分钟的步数,我们使用中心化和加权最小二乘均数法来估计因果效应。由于预先确定的设备之间存在潜在的测量差异,因此分别评估了 Apple Watch 和 Fitbit Versa 用户在心脏康复启动(0-30 天)、维持(31-120 天)和完成(121-182 天)期间的 3 个时间段的数据。
共纳入 108 名参与者,在 6 个月内进行了 70552 次随机分组;平均年龄为 59.5(标准差,10.7)岁,36 名(32.4%)为女性,68 名(63.0%)为 Apple Watch 参与者。对于 Apple Watch 参与者,在第 1 至 30 天内,消息后 60 分钟的步数增加了 10%(95%CI,-1%至+20%),有消息后的第 31 至 120 天(增加 1%[95%CI,-4%至+5%])没有影响,在第 121 至 182 天内有显著的 6%增加(95%CI,+0%至+11%)。对于 Fitbit 用户,消息后 60 分钟的步数增加了 17%(95%CI,+7%至+28%),在研究的前 30 天内有显著效果,随后没有效果。
在接受心脏康复的患者中,上下文定制的短信可能会增加身体活动量,但这种效果随时间和设备而变化。