Observational studyBMC health services research2024
The effect of commuting time on burnout: the mediation effect of musculoskeletal pain.
Observational study in BMC health services research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
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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.
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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.
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Who cites it
5 citing papers in PubMed.
- The association between commute time and both presenteeism and absenteeism: a cross-sectional analysis of the 6th Korean Working Conditions Survey.Annals of occupational and environmental medicine · 2026Article
- Predicting Emotional Exhaustion with Multimodal Sensor Data During Return-to-Work Trajectories: A 6-Month Longitudinal Study.Journal of occupational rehabilitation · 2026Article
- Burnout and life satisfaction among physicians working in intensive care units in Brazil: a nationwide workforce survey.Critical care science · 2026Article
- Multiple exposure sources and occupational fatigue profiles among healthcare workers: a cross-sectional latent profile analysis.Frontiers in public health · 2026Article
- Effects of extracurricular activities, social support, and rest on three dimensions of burnout syndrome among Thai pre-clerkship medical students: a cross-sectional study.BMC medical education · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesThis study explores the relationship among commuting, musculoskeletal (MS) pain, and burnout.
methodsAn observational and cross-sectional study was conducted at a medical university-affiliated hospital in Taichung, Taiwan in 2021. The two questionnaire was used and they included the Copenhagen Burnout Inventory (CBI) and the Nordic Musculoskeletal Questionnaire (NMQ). All participants were invited to complete the cross-sectional survey. A multiple linear regression was assessed correlations between commuting, MS pain, and burnout.
resultsAfter excluding those with missing data, 1,615 healthcare workers were deemed valid as research participants. In multiple linear regression, commuting time longer than 50 min was associated with personal burnout (PB) in the presence of adjusted confounders; however, long commuting time was not associated with work-related burnout (WB). Furthermore, the choice of commuting method did not affect PB or WB. Notably, both neck and shoulder pain (NBSP) and ankle pain (BAP) increase the risk of PB and WB. The mediation analysis demonstrated that NBSP is a mediating factor, increasing the level of PB and WB for commuting times longer than 50 min.
conclusionsHealthcare workers who commute for more than 50 min should be considered part of a high-risk group for burnout and musculoskeletal pain. They should also be provided with resources and programs focused on burnout prevention and MS pain relief.
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