Evidence map›Paper›PMID 40784955›Full record

ArticleScientific reports2025

Resilience changes and occupational resilience factors among healthcare workers during and after the COVID-19 pandemic: A 2-year prospective cohort study.

Papoula Petri-Romão, Gonzalo Martínez-Alés, Irene Martinez-Morata, Berta Moreno-Küstner, Eduardo Fernández-Jiménez, Irwin Hecker, Maria Melchior, Ellenor Mittendorfer-Rutz, Marit Sijbrandij, Henrik Walter and 6 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

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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

16 authors.

Papoula Petri-RomãoLeibniz Institute for Resilience Research (LIR), Mainz, Germany.
Gonzalo Martínez-AlésHarvard TH Chan School of Public Health, CAUSALab, Boston, MA, USA.
Irene Martinez-MorataDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York City, NY, USA.
Berta Moreno-KüstnerDepartment of Personality, Assessment, and Psychological Treatment, University of Malaga - Biomedical Research Institute of Malaga (IBIMA), Málaga, Spain.
Eduardo Fernández-JiménezDepartment of Psychiatry, Clinical Psychology and Mental Health, La Paz University Hospital - IdiPAZ, Madrid, Spain.
Irwin HeckerSorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie Et de Santé Publique, IPLESP, Equipe de Recherche en Epidémiologie Sociale, ERES, Paris, 75012, France.
Maria MelchiorSorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie Et de Santé Publique, IPLESP, Equipe de Recherche en Epidémiologie Sociale, ERES, Paris, 75012, France.
Ellenor Mittendorfer-RutzDepartment of Clinical neuroscience, Division of Insurance medicine, Karolinska Institutet, Stockholm, Sweden.
Marit SijbrandijDepartment of Clinical, Neuro- and Developmental Psychology, WHO Collaborating Center for Research and Dissemination of Psychological Interventions, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Henrik WalterDepartment of Psychiatry and Neurosciences CCM, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität Zu Berlin, Berlin Institute of Health, Berlin, Germany.
Anke B WitteveenDepartment of Clinical, Neuro- and Developmental Psychology, WHO Collaborating Center for Research and Dissemination of Psychological Interventions, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
José Luis Ayuso-MateosCentro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.
María-Fe Bravo-OrtizDepartment of Psychiatry, Clinical Psychology and Mental Health, La Paz University Hospital - IdiPAZ, Madrid, Spain.
Raffael KalischLeibniz Institute for Resilience Research (LIR), Mainz, Germany.
Lara M C Puhlmann *Leibniz Institute for Resilience Research (LIR), Mainz, Germany. lara.puhlmann@lir-mainz.de.ORCID http://orcid.org/0000-0002-0870-8770
Roberto Mediavilla *Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Healthcare workers (HCWs) in COVID-19 pandemic hotspots were exposed to heightened workplace stressor load. Structural occupational resilience factors could prevent work-related stressor exposure from translating into mental health problems but remain poorly understood. This study identifies resilience factors actionable at the workplace and examines the impact of prior stressor exposure early in the pandemic on the later development of depressive and general distress symptoms. We prospectively followed a convenience sample of HCWs working in Spain during the pandemic using a 3-wave online survey conducted in 2020 (wave 1, n = 2,422), 2021 (wave 2, n = 1,827), and 2022 (wave 3, n = 538). We operationalised resilience as low stressor reactivity (SR), quantified as individual deviations from the normative relation between stressors exposure and either depressive or distress symptoms. Mental health problems and stressor exposure both decreased over time, whereas stressor reactivity remained stable. Stressor exposure at baseline was inversely associated with resilience at follow-up. The structural occupational factors support from colleagues, trust in the workplace, and perceived ability to recover from stress were prospectively associated with resilience and thus identified as resilience factors. These results show that resilient responses of HCWs in times of crisis could be supported by promoting structural occupational resilience factors and mitigating cumulative stressor exposure. Future research should test this association in studies that allow causal inferences.

Indexed as

COVID-19Health PersonnelOccupational StressResilience, PsychologicalAdultDepressionFemaleHumansMaleMiddle AgedPandemicsProspective StudiesSARS-CoV-2SpainStress, PsychologicalSurveys and QuestionnairesDepressionMental healthOccupational healthSocial supportStressTrust

Identifiers

PMID40784955
PMCPMC12336339

What OpenQuestion holds

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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.