Evidence map›Paper›PMID 42020454›Full record

ArticleScientific reports2026

Trajectories of psychological distress and spinal pain in manual therapists during the COVID-19 pandemic in Sweden.

Nathan Weiss, Iben Axén, Trynke Hoekstra, Eva Skillgate

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

4 authors.

Nathan WeissDepartment of Health Promotion Science, Musculoskeletal and Sports Injury Epidemiology Center, Sophiahemmet University, 114 86, Stockholm, Sweden. Nathan.weiss@shh.se.
Iben AxénUnit of Intervention and Implementation Research for Worker Health, Institute of Environmental Medicine, Karolinska Institutet, 171 77, Stockholm, Sweden.
Trynke HoekstraDepartment of Health Sciences and Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands.
Eva SkillgateDepartment of Health Promotion Science, Musculoskeletal and Sports Injury Epidemiology Center, Sophiahemmet University, 114 86, Stockholm, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this study was to assess the one-year trajectories of psychological distress and of spinal pain intensity in manual therapists during the COVID-19 pandemic in Sweden, and to assess characteristics' association with trajectory membership. In this cohort study, 816 clinically active licensed manual therapists answered four web-based surveys during a year of the COVID-19 pandemic in Sweden, measuring psychological distress and spinal pain intensity. Trajectory modelling was conducted to cluster individual trajectories over time. Association between baseline characteristics and cluster membership of psychological distress, and spinal pain intensity trajectories were analyzed using multinomial logistic regression models, adjusted for posterior probability, age, and sex. Five clusters of psychological distress and five of spinal pain intensity were identified. A majority of participants' psychological distress (89%), and spinal pain intensity (75%) were clustered into low/mild levels. One cluster of increasing psychological distress (2%) were identified. Two fluctuating clusters of moderate/mild (14%), as well as one cluster of stable moderate (11%) spinal pain intensity were identified. Impaired sleep, and not meeting physical activity recommendations were associated with worse trajectories of spinal pain. In conclusion, most manual therapists had favorable trajectories of psychological distress and spinal pain intensity during a year of the COVID-19 pandemic in Sweden.

Indexed as

Back PainCOVID-19Physical TherapistsPsychological DistressAdultFemaleHumansMaleMiddle AgedPandemicsSARS-CoV-2Surveys and QuestionnairesSwedenAnxietyBack painChiropractorDepressionNaprapathStress

Identifiers

PMID42020454
PMCPMC13102993

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