Evidence map›Paper›PMID 41983777›Full record

ArticleInteractive journal of medical research2026

Effectiveness and Lessons Learned From an Occupational E-Mental Health Intervention for Enhancing Workplace Mental Health: The EMPOWER Cluster Randomized Controlled Trial.

Carlota de Miquel, Christina M Van der Feltz-Cornelis, Leona Hakkaart-van Roijen, Dorota Merecz-Kot, Marjo Sinokki, Jordi Rodeiro-Boliart, Jennifer Sweetman, Kaja Staszewska, Ellen Vorstenbosch, Daniele Porricelli and 11 more

Abstract read
In one paragraph

Article in Interactive journal of medical research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

21 authors.

Carlota de MiquelInstitut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain.ORCID http://orcid.org/0000-0003-3602-4146
Christina M Van der Feltz-CornelisDepartment of Health Sciences, University of York, York, United Kingdom.ORCID http://orcid.org/0000-0001-6925-8956
Leona Hakkaart-van RoijenErasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, The Netherlands.ORCID http://orcid.org/0000-0003-0635-7388
Dorota Merecz-KotInstitute of Psychology, University of Łódź, Łódź, Poland.ORCID http://orcid.org/0000-0002-8294-4309
Marjo SinokkiLänsirannikon Työterveys Oy, Turku, Finland.ORCID http://orcid.org/0000-0001-9546-4905
Jordi Rodeiro-BoliartInstitut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain.ORCID http://orcid.org/0000-0001-5349-8269
Jennifer SweetmanDepartment of Health Sciences, University of York, York, United Kingdom.ORCID http://orcid.org/0000-0003-1969-4586
Kaja StaszewskaInstitute of Psychology, University of Łódź, Łódź, Poland.ORCID http://orcid.org/0000-0002-1278-3482
Ellen VorstenboschSwiss Paraplegic Research, Nottwil, Lucerne, Switzerland.ORCID http://orcid.org/0000-0003-1054-6587
Daniele PorricelliInstitut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain.ORCID http://orcid.org/0000-0003-3030-7946
Stijn PeetersErasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, The Netherlands.ORCID http://orcid.org/0009-0004-3684-3584
José Luis Ayuso-MateosCIBERSAM, Centro de Investigación Biomédica en Red de Salud Mental, Instituto de Salud Carlos III, Madrid, Spain.ORCID http://orcid.org/0000-0002-7544-826X
Luis Salvador-CarullaHealth Research Institute, University of Canberra, Canberra, Australia.ORCID http://orcid.org/0000-0002-5742-9866
Sue LukersmithHealth Research Institute, University of Canberra, Canberra, Australia.ORCID http://orcid.org/0000-0001-8202-3828
Oriol BorregaÒmada Interactiva, SLL, Barcelona, Spain.ORCID http://orcid.org/0000-0003-1092-9924
Carla SabariegoSwiss Paraplegic Research, Nottwil, Lucerne, Switzerland.ORCID http://orcid.org/0000-0001-6946-0177
Christophe VanroelenBrussels Institute for Social and Population Studies, Vrije Universiteit Brussel, Brussels, Belgium.ORCID http://orcid.org/0000-0001-8619-8553
Alberto RaggiNeurology, Public Health and Disability Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy.ORCID http://orcid.org/0000-0002-7433-7779
Diletta PorchedduFondazione ADAPT, Milan, Italy.ORCID http://orcid.org/0009-0008-4195-2899
Josep Maria HaroInstitut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain.ORCID http://orcid.org/0000-0002-3984-277X
Beatriz OlayaInstitut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain.ORCID http://orcid.org/0000-0003-2046-3929

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Occupational e-mental health (OeMH) interventions emerged as a promising solution to prevent common mental health problems and enhance well-being and work performance. However, they must be subject to robust and reliable assessments for effectiveness. Methods: A multimodal e-mental health intervention (EMPOWER [The European Platform to Promote Wellbeing and Health in the Workplace]) delivered over 7 weeks was developed and evaluated through a cluster randomized controlled trial conducted mainly in small to medium enterprises and public agencies from Spain (n=127), Finland (n=141), Poland (n=51), and the United Kingdom (n=389) between February 2022 and May 2024 (recruitment finalized in September 2023 and follow-up completed in May 2024). Inclusion criteria were being 18+ years, having a smartphone, sufficient language knowledge, and agreeing to participate. Clusters (companies or departments) were randomized to intervention or control conditions. The primary outcome was presenteeism, and secondary outcomes were depression and anxiety symptoms, etc, all measured at baseline, postintervention, and in 21 weeks after program completion. The analysis was performed as an intention-to-treat approach using adjusted linear mixed models and as per protocol analysis comparing outcomes by level of engagement. Results: A total of 347 participants were allocated to the intervention group and 361 to the control group. In the overall sample, the intention-to-treat analysis detected no statistically significant short-term (7 wk) or long-term (21 wk postintervention) effects of the EMPOWER intervention on presenteeism (postintervention β=2.186; 95% CI -2.424 to 6.796, follow-up β=1.294; 95% CI -3.608 to 6.396) and on other secondary outcomes such as depressive symptoms (postintervention β=-0.052, 95% CI -1.02 to 0.905, follow-up β=0.202, 95% CI -0.840 to 1.245), anxiety symptoms (postintervention β=-0.328, 95% CI -1.168 to 0.512, follow-up β=0.375, 95% CI -0.537 to 1.287), or general stress level (postintervention β=0.385, 95% CI -0.195 to 0.965, follow-up β=0.123, 95% CI -0.502 to 0.749). Subgroup analyses yielded several notable results, with significant differences between age groups, gender, and psychological symptoms at baseline. The per-protocol analysis showed no significant differences between participants who actively engaged with the intervention (119/347, 34%) and those who did not. Implementation challenges were related to technical problems, the complexity of this study's design, external factors, co-design strategy, and organizational barriers, which led to a smaller sample size, high attrition rates, and low adherence. Conclusions: Our study provides evidence from a large cluster randomized controlled trial evaluating an OeMH intervention implemented in workplace settings, including small to medium enterprises and public agencies in Europe. Although no overall effectiveness was observed, this study contributes important methodological and implementation insights, highlighting the challenges of evaluating OeMH interventions. These findings suggest that future interventions should prioritize feasibility testing, organizational readiness, user engagement, and more targeted and pragmatic evaluation approaches to enhance real-world impact.

Indexed as

anxietydepressiondigital health interventiondigital health interventionseffectivenesse-mental healthimplementation challengesinsomniamental healthoccupational e-mental health interventionrandomized controlled trialRCTstresswell beingwell-beingworkplace

Identifiers

PMID41983777
PMCPMC13081584

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.