Evidence map›Paper›PMID 36169991›Full record

Trial reportJMIR mHealth and uHealth2022

Testing the Pragmatic Effectiveness of a Consumer-Based Mindfulness Mobile App in the Workplace: Randomized Controlled Trial.

Jennifer L Huberty, Hallie M Espel-Huynh, Taylor L Neher, Megan E Puzia

Registry-linked trialOpen access · goldAbstract readRandomized Controlled TrialPragmatic Clinical Trial
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 7 pooled it
7.7field-weighted citation impact, top 2% of its field
1 · What the graph read from 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.

2 · The registry

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.

NCT05120310 nacompletednot on this map

Testing the Effects of the Calm App on Sleep, Mental Health, and Productivity Outcomes in Employees

TypeinterventionalSponsorArizona State UniversityRan2021 to 2022Enrolled1,029ConditionsSleep Disturbance, Mental Health Wellness 1ArmsThe Calm App
3 · Its place in the literature

Who cites it

26 citing papers in PubMed, 7 syntheses or guidelines pooled it, 46 citations in OpenAlex.

  1. 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 · 2025
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  5. [On the Effectiveness of Digital Workplace Health Promotion in Times of Home Office: A Systematic Review].Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany)) · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 3 institutions in 1 country.

Jennifer L HubertyCalm.com, Inc., San Francisco, CA, United States.ORCID 0000-0002-0276-4640
Hallie M Espel-HuynhCalm.com, Inc., San Francisco, CA, United States.ORCID 0000-0001-8456-3465
Taylor L NeherCenter for the Study of Aging, Boise State University, Boise, ID, United States.ORCID 0000-0002-0050-8213
Megan E PuziaBehavioral Research and Analytics, LLC, Salt Lake City, UT, United States.ORCID 0000-0002-5188-0445
Arizona State University · USBehavioral Tech · USBoise State University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

MindfulnessMobile ApplicationsSleep Initiation and Maintenance DisordersHumansMental HealthSleepinessmental healthmindfulnessmobile appspresenteeismworkforceworkplace

Identifiers

PMID36169991
PMCPMC9557765
OpenAlexW4297461929

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.