Evidence map›Paper›PMID 40824577›Full record

ArticleJAMA internal medicine2025

Digital Well-Being Training With Health Care Professionals: A Randomized Clinical Trial.

Matthew J Hirshberg, Richard J Davidson, Luciana B Velarde Arrisueño, José Miguel Olvera Puentes, Ximena Medina Bardalez, Byron S Gonzalez, Simon B Goldberg, Leandro I Chernicoff, HCP-Well Study Group

Registry-linked trialAbstract read
In one paragraph

Article in JAMA internal medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05767970 (Stress Toolbox for Healthcare Providers in Mexico), which is not on this map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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.

NCT05767970 nacompletednot on this map

Stress Toolbox for Healthcare Providers in Mexico

TypeinterventionalSponsorUniversity of Wisconsin, MadisonRan2023 to 2025Enrolled2,315ConditionsDistress, Emotional, Burnout, Professional, Inflammation, Emotion RegulationArmsIntegrated Stress Toolbox for Healthcare Providers (ISTH)
3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
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

9 authors.

Matthew J HirshbergCenter for Healthy Minds, University of Wisconsin-Madison, Madison.
Richard J DavidsonCenter for Healthy Minds, University of Wisconsin-Madison, Madison.
Luciana B Velarde ArrisueñoAtentaMente Consultores A.C., Mexico City, Mexico.
José Miguel Olvera PuentesAtentaMente Consultores A.C., Mexico City, Mexico.
Ximena Medina BardalezAtentaMente Consultores A.C., Mexico City, Mexico.
Byron S GonzalezHarvard College.
Simon B GoldbergCenter for Healthy Minds, University of Wisconsin-Madison, Madison.
Leandro I ChernicoffCenter for Healthy Minds, University of Wisconsin-Madison, Madison.
HCP-Well Study Group

Funding

University of Wisconsin Institute for Clinical and Translational ResearchUL1TR002373 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI ELIZABETH S BURNSIDE, Allan R. Brasier · 2017 to 2026
$75.9M
Mindfulness training delivered via mobile health to reduce depression and anxietyK23AT010879 · NCCIH · UNIVERSITY OF WISCONSIN-MADISON · PI GOLDBERG, SIMON B · 2020 to 2024
$786k
Smartphone-based meditation training to reduce adolescent depressionK01MH130752 · NIMH · UNIVERSITY OF WISCONSIN-MADISON · PI Matthew Hirshberg · 2023 to 2026
$540k
NCATS NIH HHS UL1 TR002373NCCIH NIH HHS K23 AT010879NIMH NIH HHS K01 MH130752
6 · The paper itself

Abstract

Importance: High levels of health care professional (HCP) distress portend negative consequences for HCPs and health systems. Objective: To evaluate whether a 13-week digital well-being training could improve Mexican HCP distress and well-being. Design, Setting, and Participants: This 2-arm randomized clinical trial was conducted between March 2023 and March 2024 with 13-week postintervention and 37-week follow-up end points. Participants included 2315 adults with no previous well-being training experience who worked in 762 participating health care facilities across 7 Mexican states. Participants were randomly assigned (1:1) using stratified permuted blocks to well-being training or wait-list control. Outcomes assessors and study data analyst were masked to condition assignment. Assessments and intervention were conducted remotely. Intervention: The digital well-being training consisted of nine 2-hour zoom sessions and 13 weeks of the Healthy Minds Program smartphone app structured on the premise that well-being skills can be strengthened through psychoeducation and contemplative practice. Main Outcomes: The primary prespecified outcomes were participant-reported distress (aggregate of z-scored National Institutes of Health Toolbox perceived stress, and Perceived Stress and Patient Reported Outcomes Measurement Information System anxiety and depression scales; mean = 0, SD = 1) and the World Health Organization-5 measure of well-being (range 0-25). Results: Among 2315 participants, 1693 (73.1%) identified as female; 778 (33.4%) nurses, 736 (31.7%) physicians, 187 (8.1%) psychologists, 183 (7.9%) administrators, 154 (6.7%) dentists, 75 (3.2%) social workers, 64 (2.8%) nutritionists, 55 (2.4%) laboratory technicians, 40 (1.7%) physical therapists, 29 (1.3%) health promoters, and 8 (<0.1%) other health professionals; the mean (SD) age was 34.7 (11.4) years. Relative to control, in intention-to-treat analyses the intervention group reported 13-week reductions in distress (adjusted standardized mean difference [SMD], -0.24; 95% CI, -0.32 to -0.16) and increases in well-being (adjusted SMD, 0.27; 95% CI, 0.18 to 0.35) that increased in magnitude at 37-week follow-up (distress, -0.36; 95% CI, -0.44 to -0.28; well-being, 0.42; 95% CI, 0.34 to 0.50). Primary outcomes were robust in sensitivity analyses. There were 10 adverse events (intervention: 0.05% [6 of 1157]; control: 0.04% [4 of 1158]). Conclusions and Relevance: This randomized clinical trial found that scalable digital well-being training modestly improved Mexican HCP distress and well-being compared with a wait-list condition. As HCPs are essential to public health and report high levels of distress that interfere with their ability to provide optimal care, well-being training may be an avenue to better supporting HCPs. Trial Registration: ClinicalTrials.gov Identifier: NCT05767970.

Identifiers

PMID40824577
PMCPMC12362274

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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.