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...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Shinichi Iwasaki, Yasuhiko Deguchi, Shohei Okura, Kunio Maekubo, Ayaka Matsunaga, Koki Inoue
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	Nature Portfolio 2025-12-01
سلاسل:	Scientific Reports
الموضوعات:	Long-term sickness absence Mental disorder Brief Job Stress Questionnaire Stress check system Machine learning Sampling method
الوصول للمادة أونلاين:	https://doi.org/10.1038/s41598-025-32857-3
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!