Evidence map›Paper›PMID 36402992›Full record

ArticleBMC psychiatry2022

Healthcare workers' heterogeneous mental-health responses to prolonging COVID-19 pandemic: a full year of monthly follow up in Finland.

Tom Rosenström, Katinka Tuisku, Jaana Suvisaari, Eero Pukkala, Kristiina Junttila, Henna Haravuori, Marko Elovainio, Toni Haapa, Pekka Jylhä, Tanja Laukkala

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Article in BMC psychiatry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

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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

8 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

10 authors.

Tom RosenströmDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, 00014, Helsinki, Finland. tom.rosenstrom@helsinki.fi.ORCID 0000-0001-8277-3776
Katinka TuiskuDepartment of Psychiatry, University of Helsinki and Acute Psychiatry and Consultations, HUS Helsinki University Hospital, 00029, Helsinki, Finland.
Jaana SuvisaariFinnish Institute for Health and Welfare, Mental Health Team, 00271, Helsinki, Finland.ORCID 0000-0001-7167-0990
Eero PukkalaFaculty of Social Sciences, Tampere University, 33100, Tampere, Finland.ORCID 0000-0001-9536-6440
Kristiina JunttilaNursing Research Center, HUS Helsinki University Hospital and University of Helsinki, 00029, Helsinki, Finland.ORCID 0000-0002-3541-601X
Henna HaravuoriFinnish Institute for Health and Welfare, Mental Health Team, 00271, Helsinki, Finland.ORCID 0000-0002-4080-7779
Marko ElovainioDepartment of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, 00014, Helsinki, Finland.
Toni HaapaNursing Research Center, HUS Helsinki University Hospital and University of Helsinki, 00029, Helsinki, Finland.ORCID 0000-0002-8783-2998
Pekka JylhäDepartment of Psychiatry, University of Helsinki and Acute Psychiatry and Consultations, HUS Helsinki University Hospital, 00029, Helsinki, Finland.
Tanja LaukkalaDepartment of Psychiatry, University of Helsinki and Acute Psychiatry and Consultations, HUS Helsinki University Hospital, 00029, Helsinki, Finland.ORCID 0000-0002-7361-0964

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic strained healthcare workers but the individual challenges varied in relation to actual work and changes in work. We investigated changes in healthcare workers' mental health under prolonging COVID-19 pandemic conditions, and heterogeneity in the mental-health trajectories.

methodsA monthly survey over a full year was conducted for employees of the HUS Helsinki University Hospital (n = 4804) between 4th June 2020 to 28th May 2021. Pandemic-related potentially traumatic events (PTEs), work characteristics (e.g., contact to COVID-19 patients), local COVID-19 incidence, and demographic covariates were used to predict Mental Health Index-5 (MHI-5) and Insomnia Severity Index (ISI) in generalized multilevel and latent-class mixed model regressions.

resultsLocal COVID-19 log-incidence (odds ratio, OR = 1.21, with 95% CI = 1.10-1.60), directly caring for COVID-19 patients (OR = 1.33, CI = 1.10-1.60) and PTEs (OR = 4.57, CI = 3.85-5.43) were all independently associated with psychological distress, when (additionally) adjusting for age, sex, profession, and calendar time. Effects of COVID-19 incidence on mental health were dissociable from calendar time (i.e., evolved in time) whereas those on sleep were not. Latent mental-health trajectories were characterized by a large class of "stable mental health" (62% of employees) and minority classes for "early shock, improving" (14%) and "early resilience, deteriorating" mental health (24%). The minority classes, especially "early shock, improving", were more likely to live alone and be exposed to PTEs than the others.

conclusionsHealthcare workers faced changing and heterogeneous mental-health challenges as the COVID-19 pandemic prolonged. Adversity and mental ill-being may have accumulated in some employees, and factors like living arrangements may have played a role. Knowledge on employees' demographic and socioeconomic background, as well as further research on the factors affecting employees' resilience, may help in maintaining healthy and efficient workforce in the face of a prolonging pandemic.

Indexed as

COVID-19Mental HealthFinlandFollow-Up StudiesHealth PersonnelHumansPandemicsInsomniaLatent-class mixed modelsPsychological distressSARS-CoV-2Sleep problemsTraumatic events

Identifiers

PMID36402992
PMCPMC9675158

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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.