Evidence map›Paper›PMID 41662682›Full record

Trial reportJMIR mental health2026

Resilience as a Mediator in a Web-Based Intervention (MINDxYOU) to Reduce Stress Among Health Care Professionals: Stepped-Wedge Cluster Randomized Trial.

Gloria Guerrero-Pertiñez, Vera Carbonell-Aranda, Gloria Pérez-Guerrero, Jonathan Joseph Dawood-Hristova, Adrián Pérez-Aranda, Selene Fernández-Martínez, Alicia Monreal-Bartolomé, Alberto Barceló-Soler, Javier García-Campayo, Yolanda López Del Hoyo and 3 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mental health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
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

13 authors.

Gloria Guerrero-Pertiñez *Unidad de Gestión Clínica de Salud Mental, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Plaza del Hospital Civil, s/n, Málaga, 29009, Spain, 34951290309.ORCID http://orcid.org/0000-0002-4097-6628
Vera Carbonell-Aranda *Unidad de Gestión Clínica de Salud Mental, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Plaza del Hospital Civil, s/n, Málaga, 29009, Spain, 34951290309.ORCID http://orcid.org/0000-0002-2397-4276
Gloria Pérez-GuerreroUnidad de Gestión Clínica de Salud Mental, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Plaza del Hospital Civil, s/n, Málaga, 29009, Spain, 34951290309.ORCID http://orcid.org/0009-0006-0528-0146
Jonathan Joseph Dawood-HristovaUnidad de Gestión Clínica de Salud Mental, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Plaza del Hospital Civil, s/n, Málaga, 29009, Spain, 34951290309.ORCID http://orcid.org/0009-0009-0496-2980
Adrián Pérez-ArandaDepartment of Clinical and Health Psychology, Universitat Autònoma de Barcelona, Barcelona, Spain.ORCID http://orcid.org/0000-0002-1602-3413
Selene Fernández-MartínezFaculty of Medicine, University of Zaragoza, Zaragoza, Spain.ORCID http://orcid.org/0000-0002-4453-3912
Alicia Monreal-BartoloméDepartment of Psychology and Sociology, University of Zaragoza, Zaragoza, Spain.ORCID http://orcid.org/0000-0003-2088-2007
Alberto Barceló-SolerDepartment of Psychology and Sociology, University of Zaragoza, Zaragoza, Spain.ORCID http://orcid.org/0000-0002-2116-9257
Javier García-CampayoFaculty of Medicine, University of Zaragoza, Zaragoza, Spain.ORCID http://orcid.org/0000-0002-3797-4218
Yolanda López Del HoyoDepartment of Psychology and Sociology, University of Zaragoza, Zaragoza, Spain.ORCID http://orcid.org/0000-0002-1690-4130
Jesús Herrera-ImbrodaUnidad de Gestión Clínica de Salud Mental, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Plaza del Hospital Civil, s/n, Málaga, 29009, Spain, 34951290309.ORCID http://orcid.org/0000-0002-9170-9909
Jessica Marian Goodman-Casanova *Unidad de Gestión Clínica de Salud Mental, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Plaza del Hospital Civil, s/n, Málaga, 29009, Spain, 34951290309.ORCID http://orcid.org/0000-0002-8598-594X
Jose Guzman-Parra *Unidad de Gestión Clínica de Salud Mental, Hospital Regional Universitario de Málaga, Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Plaza del Hospital Civil, s/n, Málaga, 29009, Spain, 34951290309.ORCID http://orcid.org/0000-0002-1463-6435

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The mechanisms through which mindfulness and third wave-based digital programs exert their effects on stress reduction remain poorly understood. Identifying these mediators is essential to optimize their implementation, particularly in health care settings. This approach is particularly relevant for health care professionals, who are constantly exposed to high levels of emotional demands, work overload, and risk of burnout, especially in the aftermath of the COVID-19 pandemic. Despite the growing need for scalable and accessible mental health support in this population, such digital programs remain scarce and underused. Objective: The primary aim of this study was to analyze the psychological mechanisms through which the MINDxYOU online program may contribute to stress reduction among health care professionals, focusing on a mediation model. Specifically, we explored if variables such as resilience and facets of mindfulness, compassion, and acceptance mediated the effects of the intervention on perceived stress. Methods: In a stepped-wedge cluster randomized design, 357 health professionals from health centers in Aragon and Málaga, Spain, were recruited. They were divided into 6 clusters, 3 per region, and randomly assigned to one of the 3 sequences, each starting with a control phase and then transitioning to the intervention phase (the MINDxYOU program) after 8, 16, or 24 weeks. This self-guided, web-based program, designed to be completed over 8 weeks, included weekly contact (via WhatsApp, call, or email) from the research team to promote adherence. Participants were assessed on the web every 8 weeks for 5 assessments. Perceived stress was the study's primary outcome, with additional measures of clinical factors (anxiety, depression, and somatization) and process variables (resilience, mindfulness, compassion, and acceptance). Mediation models using mixed-effects regressions and bootstrap resampling (1000 iterations) were applied to analyze the direct and indirect effects of the treatment on psychological outcomes. Results: Resilience emerged as the most consistent and significant mediator, exerting a relevant indirect effect on reducing stress (β=-1.41; P=.02), anxiety (β=-0.88; P=.03), and depression (β=-0.97; P=.01), even in multivariate models. Mindfulness facets such as observing, describing, and nonreacting also showed significant, albeit less consistent, mediating effects. In contrast, compassion and acceptance were weakly associated and did not play a significant mediating role. Conclusions: These results demonstrate resilience as the key psychological mediator. Strengthening resilience through online interventions appears to be a crucial pathway for reducing stress and emotional symptoms in this population. Specific mindfulness skills may also contribute to the intervention's therapeutic effect, although with less robust evidence.

Indexed as

Health PersonnelInternet-Based InterventionMindfulnessResilience, PsychologicalStress, PsychologicalAdultCOVID-19FemaleHumansMaleMiddle AgedSpainSubjective StresseHealthhealth professionalsmental healthmindfulnessresiliencestress

Identifiers

PMID41662682
PMCPMC12885452

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.