Prevalence of and factors associated with work-related musculoskeletal disorders among orthopedic nurses: a cross-sectional study with exploratory interpretable machine-learning modeling
Frontiers in Public Health · 2026
Abstract e pubblicazione originale
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Ergonomics and Musculoskeletal DisordersOccupational Health and Safety in WorkplacesMusculoskeletal pain and rehabilitationwork-related musculoskeletal disordersmusculoskeletal symptomsoccupational healthergonomic risk factorspostural loadoccupational exposureprevalencemodel interpretabilityrandom forestXGBoostsupport vector machineelastic net logistic regressionTreeSHAPrisk prediction model
Come citare questo studio
Yixiang Wang, 傅如輝, 任素婷, Chenyang Li, Yanlei Wang, Li Yang, Linbo Xing, Xiaoxia Yan. (2026). Prevalence of and factors associated with work-related musculoskeletal disorders among orthopedic nurses: a cross-sectional study with exploratory interpretable machine-learning modeling. Frontiers in Public Health. DOI: 10.3389/fpubh.2026.1922854
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