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Title: The non-linear association of physical fatigue with depression and anxiety among mental health professionals who recovered from COVID-19 infection : a national survey in China
Authors: Wang, YC
Huang, YR
Sun, HL
Feng, Y
Chen, P
Su, Z
Cheung, T 
Ungvári, GS
Balbuena, L
An, FR
Xiang, YT
Wang, G
Issue Date: 2025
Source: Frontiers in psychiatry, 2025, v. 16, 1610910
Abstract: Background: The COVID-19 pandemic took a toll on everyone’s health and mental health professionals were no exception. This study examined the trajectory of the relationship between levels of physical fatigue and each of depression and anxiety in mental health professionals (MHPs) recovering from COVID-19.
Methods: A national survey of 9,858 MHPs who had recovered from COVID-19 was conducted between January and February 2023. The nine-item Patient Health Questionnaire (PHQ-9), the 7-item Generalized Anxiety Disorder (GAD-7) scale, and a numerical rating scale were used to measure depression, anxiety and physical fatigue, respectively. Logistic regression with restricted cubic spline (RCS) models were created to examine the association of physical fatigue with depression and anxiety.
Results: The prevalence of depression and anxiety in MHPs who recovered from COVID-19 infection were 47.0% (95%CI: 46.0-48.0%) and 28.9% (95%CI: 28.0-29.8%) respectively. The prevalence of moderate to severe physical fatigue was 44.2% (95%CI: 43.2-45.2%). The RCS models revealed a significant nonlinear relationship between physical fatigue and both depression and anxiety, with an inflection point at a fatigue score of 4. Above this threshold, the risk of both conditions increased significantly. Participants with poor perceived health and lower socioeconomic status had a significantly greater increase in depression and anxiety when fatigue levels were higher.
Conclusions: Moderate to severe physical fatigue was associated with depression and anxiety in MHPs recovering from COVID-19. Interventions aimed at alleviating fatigue may play a critical role in improving mental health outcomes in this vulnerable population.
Keywords: Anxiety
COVID-19
Depression
Mental health professionals
Nonlinear association
Physical fatigue
Publisher: Frontiers Research Foundation
Journal: Frontiers in psychiatry 
EISSN: 1664-0640
DOI: 10.3389/fpsyt.2025.1610910
Rights: © 2025 Wang, Huang, Sun, Feng, Chen, Su, Cheung, Ungvari, Balbuena, An, Xiang and Wang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (http://creativecommons.org/licenses/by/4.0/). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
The following publication Wang Y-C, Huang Y-R, Sun H-L, Feng Y, Chen P, Su Z, Cheung T, Ungvari GS, Balbuena L, An F-R, Xiang Y-T and Wang G (2025) The non-linear association of physical fatigue with depression and anxiety among mental health professionals who recovered from COVID-19 infection: a national survey in China. Front. Psychiatry 16:1610910 is available at https://doi.org/10.3389/fpsyt.2025.1610910.
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