ArticleJMIR formative research2022
Feasibility, Acceptability, and Preliminary Efficacy of an App-Based Meditation Intervention to Decrease Firefighter Psychological Distress and Burnout: A One-Group Pilot Study.
Article in JMIR formative research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07464860 (A Box Breathing Intervention and the Surgical Stress Response in Older Adults Undergoing Total Knee Arthroplasty), which is not on this map. Cited by 9 papers.
What it found
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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.
A Box Breathing Intervention and the Surgical Stress Response in Older Adults Undergoing Total Knee Arthroplasty: A Randomized Controlled Feasibility Trial
Who cites it
9 citing papers in PubMed, 14 citations in OpenAlex.
- Mental Health Apps Implemented in the Workplace: Scoping Review of Trends and Gaps in Evaluation Research.JMIR mHealth and uHealth · 2026Article
- Drivers, processes, and outcomes related to burnout and moral injury in the public safety workforce: a scoping review.Frontiers in health services · 2026Review
- A randomized controlled trial of a trauma-informed smartphone application in reducing firefighters' mental health symptoms.NPJ digital medicine · 2025Article
- Supporting Police Well-Being Through an Adaptive Shift Management System: Co-Design Study.JMIR formative research · 2025Article
- Effectiveness of a Mind-Body Intervention at Improving Mental Health and Performance Among Career Firefighters.International journal of environmental research and public health · 2025Article
- Article
- Mindfulness-Based App to Reduce Stress in Caregivers of Persons With Alzheimer Disease and Related Dementias: Protocol for a Single-Blind Feasibility Proof-of-Concept Randomized Controlled Trial.JMIR research protocols · 2023Article
- Vickybot, a Chatbot for Anxiety-Depressive Symptoms and Work-Related Burnout in Primary Care and Health Care Professionals: Development, Feasibility, and Potential Effectiveness Studies.Journal of medical Internet research · 2023Article
- Applicability and Psychometric Comparison of the General-Population Viral Anxiety Rating Scales among Healthcare Workers in the COVID-19 Pandemic.International journal of environmental research and public health · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundFirefighters are often exposed to occupational stressors that can result in psychological distress (ie, anxiety and depression) and burnout. These occupational stressors have only intensified with the onset of the COVID-19 pandemic and will likely persist in the postpandemic world.
objectiveTo address occupational stressors confronting firefighters, we pilot tested a novel, cost-effective, smartphone app-based meditation intervention created by Healthy Minds Innovations that focused on mindfulness (awareness) training along with practices designed to cultivate positive relationships (connection), insight into the nature of the self (insight), and a sense of purpose in the context of challenge (purpose) with a sample of professional firefighters from a large metropolitan area in southwestern United States.
methodsA total of 35 participants were recruited from a closed online group listserv and completed the self-guided 10-unit meditation app over the course of 10 days, at 1 unit per day. We assessed anxiety symptoms, depression symptoms, burnout, and negative affect as well as saliva diurnal cortisol rhythm, an objective indicator of stress-related biology, before and after use of the meditation app.
resultsThis study demonstrated the meditation app was both feasible and acceptable for use by the majority of firefighters. We also found significant reductions in firefighters' anxiety (P=.01), burnout (P=.05), and negative affect (P=.04), as well as changes in cortisol diurnal rhythm, such as waking cortisol (P=.02), from before to after use of the meditation app.
conclusionsOur study findings call for future research to demonstrate the efficacy of this meditation app to reduce psychological distress and burnout in firefighters.
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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.