Arévalo Avalos Marvyn R, Xu Jing, Figueroa Caroline Astrid, Haro-Ramos Alein Y, Chakraborty Bibhas, Aguilera Adrian
School of Social Welfare, University of California Berkeley, Berkeley, California, United States of America.
Centre for Quantitative Medicine, Duke-NUS Medical School, National University of Singapore, Singapore.
PLOS Digit Health. 2024 Feb 21;3(2):e0000449. doi: 10.1371/journal.pdig.0000449. eCollection 2024 Feb.
The StayWell at Home intervention, a 60-day text-messaging program based on Cognitive Behavioral Therapy (CBT) principles, was developed to help adults cope with the adverse effects of the global pandemic. Participants in StayWell at Home were found to show reduced depressive and anxiety symptoms after participation. However, it remains unclear whether the intervention improved mood and which intervention components were most effective at improving user mood during the pandemic. Thus, utilizing a micro-randomized trial (MRT) design, we examined two intervention components to inform the mechanisms of action that improve mood: 1) text messages delivering CBT-informed coping strategies (i.e., behavioral activation, other coping skills, or social support); 2) time at which messages were sent. Data from two independent trials of StayWell are included in this paper. The first trial included 303 adults aged 18 or older, and the second included 266 adults aged 18 or older. Participants were recruited via online platforms (e.g., Facebook ads) and partnerships with community-based agencies aiming to reach diverse populations, including low-income individuals and people of color. The results of this paper indicate that participating in the program improved and sustained self-reported mood ratings among participants. We did not find significant differences between the type of message delivered and mood ratings. On the other hand, the results from Phase 1 indicated that delivering any type of message in the 3 pm-6 pm time window improved mood significantly over sending a message in the 9 am-12 pm time window. The StayWell at Home program increases in mood ratings appeared more pronounced during the first two to three weeks of the intervention and were maintained for the remainder of the study period. The current paper provides evidence that low-burden text-message interventions may effectively address behavioral health concerns among diverse communities.
“居家保持健康”干预项目是一个基于认知行为疗法(CBT)原则的为期60天的短信项目,旨在帮助成年人应对全球大流行的不利影响。研究发现,参与“居家保持健康”项目的参与者在参与后抑郁和焦虑症状有所减轻。然而,尚不清楚该干预措施是否改善了情绪,以及在大流行期间哪些干预组成部分在改善用户情绪方面最有效。因此,我们采用微随机试验(MRT)设计,研究了两个干预组成部分,以了解改善情绪的作用机制:1)提供基于CBT的应对策略(即行为激活、其他应对技能或社会支持)的短信;2)发送短信的时间。本文纳入了来自两项“居家保持健康”独立试验的数据。第一项试验包括303名18岁及以上的成年人,第二项试验包括266名18岁及以上的成年人。参与者通过在线平台(如脸书广告)以及与社区机构的合作招募,旨在覆盖不同人群,包括低收入个体和有色人种。本文结果表明,参与该项目可改善并维持参与者自我报告的情绪评分。我们没有发现所发送短信的类型与情绪评分之间存在显著差异。另一方面,第一阶段的结果表明,在下午3点至6点的时间段发送任何类型的短信,比在上午9点至12点的时间段发送短信,能显著改善情绪。“居家保持健康”项目的情绪评分提升在干预的前两到三周似乎更为明显,并在研究的剩余时间段内得以维持。本文提供了证据,表明低负担的短信干预可能有效地解决不同社区的行为健康问题。