Trial reportJMIR mHealth and uHealth2022
Testing the Pragmatic Effectiveness of a Consumer-Based Mindfulness Mobile App in the Workplace: Randomized Controlled Trial.
Trial report in JMIR mHealth and uHealth, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05120310 (Testing the Effects of the Calm App on Sleep, Mental Health, and Productivity Outcomes in Employees), which is not on this map. Cited by 26 papers, 7 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Testing the Effects of the Calm App on Sleep, Mental Health, and Productivity Outcomes in Employees
Who cites it
26 citing papers in PubMed, 7 syntheses or guidelines pooled it, 46 citations in OpenAlex.
- Mindfulness-Based Programmes for Work Performance: A Systematic Review and Meta-Analysis of Randomised Controlled Trials.Stress and health : journal of the International Society for the Investigation of Stress · 2025Pooled it
- Optimizing Workplace Digital Mental Health Interventions: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Differential attrition and engagement in randomized controlled trials of occupational mental health interventions in person and online: A systematic review and meta-analysis.Scandinavian journal of work, environment & health · 2024Pooled it
- The effect of mindfulness meditation on depressive symptoms during the COVID-19 pandemic: a systematic review and meta-analysis.Scientific reports · 2024Pooled it
- [On the Effectiveness of Digital Workplace Health Promotion in Times of Home Office: A Systematic Review].Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany)) · 2024Pooled it
- The efficacy of mindfulness apps on symptoms of depression and anxiety: An updated meta-analysis of randomized controlled trials.Clinical psychology review · 2024Pooled it
- Efficacy of stand-alone digital mental health applications for anxiety and depression: A meta-analysis of randomized controlled trials.Journal of psychiatric research · 2023Pooled it
- The effects of mindfulness meditation on burnout in clinical genetic counselors: A three-arm randomized controlled trial.Journal of genetic counseling · 2026Trial
- A crowdsourced megastudy of 12 digital single-session interventions for depression in US adults.Nature human behaviour · 2026Trial
- The Effectiveness of the Headspace App for Improving Sleep: Randomized Controlled Trial.Journal of medical Internet research · 2026Trial
- A Remote Time-Restricted Eating and Mindfulness Intervention Addressing Risk Factors Associated with Early-Onset Colorectal Cancer Demonstrates Feasibility and Acceptability among Young Adults: A Randomized Controlled Pilot Trial.Nutrition and cancer · 2025Trial
- The effects of short video app-guided mindfulness meditation on rumination, self-compassion, psychological flexibility, and depression among individuals experiencing entrepreneurial failure.Frontiers in psychiatry · 2025Trial
- Feasibility and Efficacy of a Novel Mindfulness App Used With Matcha Green Tea in Generally Healthy Adults: Randomized Controlled Trial.JMIR mHealth and uHealth · 2024Trial
- The Indirect Effects of a Mindfulness Mobile App on Productivity Through Changes in Sleep Among Retail Employees: Secondary Analysis.JMIR mHealth and uHealth · 2022Trial
- Mental Health Apps Implemented in the Workplace: Scoping Review of Trends and Gaps in Evaluation Research.JMIR mHealth and uHealth · 2026Article
- The Effects of Mindfulness Meditation on Burnout in Clinical Genetic Counselors: A Three-Arm Randomized Controlled Trial.medRxiv : the preprint server for health sciences · 2026Article
- A scoping review of music-based digital therapeutics for stress, anxiety, and depression.Frontiers in human neuroscience · 2026Review
- Systematic review and meta-analysis of effects of standalone digital mindfulness-based interventions on sleep in adults.NPJ digital medicine · 2025Article
- Article
- Employee Preference and Use of Employee Mental Health Programs: Mixed Methods Study.JMIR human factors · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMental 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.
objectiveThis 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).
methodsEmployees 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.
resultsA 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).
conclusionsThe 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.
trial registrationClinicalTrials.gov NCT05120310; https://clinicaltrials.gov/ct2/show/NCT05120310.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.