Calm.com, Inc., San Francisco, CA, United States.
College of Health Solutions, Arizona State University, Phoenix, AZ, United States.
JMIR Mhealth Uhealth. 2022 Sep 28;10(9):e38903. doi: 10.2196/38903.
Mental health and sleep problems are prevalent in the workforce, corresponding to costly impairment in productivity and increased health care use. Digital mindfulness interventions are efficacious in improving sleep and mental health in the workplace; however, evidence supporting their pragmatic utility, potential for improving productivity, and ability to reduce employer costs is limited.
This pragmatic, cluster randomized controlled trial aimed to evaluate the experimental effects of implementing a commercially available mindfulness app-Calm-in employees of a large, multisite employer in the United States. Outcomes included mental health (depression, anxiety, and stress), sleep (insomnia and daytime sleepiness), resilience, productivity impairment (absenteeism, presenteeism, overall work impairment, and non-work activity impairment), and health care use (medical visit frequency).
Employees were randomized at the work site to receive either the Calm app intervention or waitlist control. Participants in the Calm intervention group were instructed to use the Calm app for 10 minutes per day for 8 weeks; individuals with elevated baseline insomnia symptoms could opt-in to 6 weeks of sleep coaching. All outcomes were assessed every 2 weeks, with the exception of medical visits (weeks 4 and 8 only). Effects of the Calm intervention on outcomes were evaluated via mixed effects modeling, controlling for relevant baseline characteristics, with fixed effects of the intervention on outcomes assessed at weeks 2, 4, 6, and 8. Models were analyzed via complete-case and intent-to-treat analyses.
A total of 1029 employees enrolled (n=585 in the Calm intervention group, including 101 who opted-in to sleep coaching, and n=444 in waitlist control). Of them, 192 (n=88 for the Calm intervention group and n=104 for waitlist) completed all 5 assessments. In the complete-case analysis at week 8, employees at sites randomized to the Calm intervention group experienced significant improvements in depression (P=.02), anxiety (P=.01), stress (P<.001), insomnia (P<.001), sleepiness (P<.001), resilience (P=.02), presenteeism (P=.01), overall work impairment (P=.004), and nonwork impairment (P<.001), and reduced medical care visit frequency (P<.001) and productivity impairment costs (P=.01), relative to the waitlist control. In the intent-to-treat analysis at week 8, significant benefits of the intervention were observed for depression (P=.046), anxiety (P=.01), insomnia (P<.001), sleepiness (P<.001), nonwork impairment (P=.04), and medical visit frequency (P<.001).
The results suggest that the Calm app is an effective workplace intervention for improving mental health, sleep, resilience, and productivity and for reducing medical visits and costs owing to work impairment. Future studies should identify optimal implementation strategies that maximize employee uptake and large-scale implementation success across diverse, geographically dispersed employers.
ClinicalTrials.gov NCT05120310; https://clinicaltrials.gov/ct2/show/NCT05120310.
心理健康和睡眠问题在劳动力中普遍存在,相应地导致生产力受损和医疗保健使用增加。数字正念干预在改善工作场所的睡眠和心理健康方面是有效的;然而,支持其实际效用、提高生产力的潜力以及降低雇主成本的证据有限。
这项实用的、集群随机对照试验旨在评估在美国一家大型多地点雇主的员工中实施一种商用正念应用程序-Calm 的实验效果。结果包括心理健康(抑郁、焦虑和压力)、睡眠(失眠和白天嗜睡)、恢复力、生产力受损(旷工、出勤、整体工作受损和非工作活动受损)和医疗保健使用(就诊频率)。
员工在工作场所按地点随机分配接受 Calm 应用程序干预或候补名单对照。Calm 干预组的参与者被指示每天使用 Calm 应用程序 10 分钟,持续 8 周;基线失眠症状较高的人可以选择参加 6 周的睡眠指导。所有结果每 2 周评估一次,除了医疗就诊(仅在第 4 周和第 8 周)。通过混合效应模型评估 Calm 干预对结果的影响,控制相关基线特征,并评估干预对第 2、4、6 和 8 周结果的固定效应。通过完全案例和意向治疗分析对模型进行分析。
共有 1029 名员工(n=585 名参加 Calm 干预组,包括 101 名选择参加睡眠指导,n=444 名参加候补名单)报名参加。其中,192 人(n=88 名参加 Calm 干预组,n=104 名参加候补名单)完成了所有 5 次评估。在第 8 周的完全案例分析中,随机分配到 Calm 干预组的员工在抑郁(P=.02)、焦虑(P=.01)、压力(P<.001)、失眠(P<.001)、嗜睡(P<.001)、恢复力(P=.02)、出勤(P=.01)、整体工作受损(P=.004)和非工作受损(P<.001)方面均有显著改善,并且减少了医疗保健就诊次数(P<.001)和生产力受损成本(P=.01),与候补名单对照组相比。在第 8 周的意向治疗分析中,干预的显著益处见于抑郁(P=.046)、焦虑(P=.01)、失眠(P<.001)、嗜睡(P<.001)、非工作受损(P=.04)和就诊频率(P<.001)。
结果表明,Calm 应用程序是一种有效的工作场所干预措施,可改善心理健康、睡眠、恢复力和生产力,并减少因工作受损而导致的就诊次数和成本。未来的研究应确定最佳的实施策略,以最大限度地提高员工参与度和在不同、地理上分散的雇主中的大规模实施成功率。
ClinicalTrials.gov NCT05120310;https://clinicaltrials.gov/ct2/show/NCT05120310。