Developing Action Plans Based on Machine Learning Analysis to Prevent Sick Leave in a Manufacturing Plant

We aimed to develop action plans for employees' health promotion based on a machine learning model to predict sick leave at a Japanese manufacturing plant. METHODS: A random forest model was developed to predict sick leave. We developed plans for workers' health promotion based on variable...

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Detalles Bibliográficos
Autores principales: Kurisu, Ken, Song, You Hwi, Yoshiuchi, Kazuhiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2023
Materias:
Original Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9897279/
https://www.ncbi.nlm.nih.gov/pubmed/36075358
http://dx.doi.org/10.1097/JOM.0000000000002700

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9897279/
https://www.ncbi.nlm.nih.gov/pubmed/36075358
http://dx.doi.org/10.1097/JOM.0000000000002700

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