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

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.

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Publication Details

Journal
Scientific Reports
Published
2026-04-22
DOI
https://doi.org/10.1038/s41598-026-42074-1
Primary Topic
Musculoskeletal pain and rehabilitation
Type
article
Field-Weighted Citation Impact
0.00

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article

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

Iben Axén, Trynke Hoekstra, Eva Skillgate, Nathan Weiss
Scientific Reports
Musculoskeletal pain and rehabilitation
article

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

Iben Axén, Trynke Hoekstra, Eva Skillgate, Nathan Weiss
article en

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.

Scientific ReportsVol. 16(1)
Sophiahemmet University College (SE), Karolinska Institutet (SE), Department of Health (ZA), Vrije Universiteit Amsterdam (NL), KTH Royal Institute of Technology (SE), Fafo Foundation (NO)
Sophiahemmet Högskola
Good health and well-being
Openalex Percentile: Top 20%
Musculoskeletal pain and rehabilitation
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