Machine learning prediction of long-term sickness absence due to mental disorders using Brief Job Stress Questionnaire data

Abstract Long-term sickness absence (LTSA) is a significant issue, causing productivity decline, financial difficulties, and increased mental health issues, with mental disorders being the most common cause. Occupational stressors are also linked to increased risk of LTSA due to mental disorders (LT...

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Detalhes bibliográficos

Principais autores:	Shinichi Iwasaki, Yasuhiko Deguchi, Shohei Okura, Kunio Maekubo, Ayaka Matsunaga, Koki Inoue
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-12-01
Colecção:	Scientific Reports
Assuntos:	Long-term sickness absence Mental disorder Brief Job Stress Questionnaire Stress check system Machine learning Sampling method
Acesso em linha:	https://doi.org/10.1038/s41598-025-32857-3
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