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Suggestions for new organizational-level item pools for the national Stress Check Program from management philosophy and mission statement: A qualitative study using unsupervised learning.

Kazuhiro WatanabeAkiomi InoueHisashi EguchiNoboru IwataYuko OdagiriAkizumi Tsustumi
Published in: Journal of occupational health (2022)
The suggestions for potential item pools were derived from management philosophy and mission statement that are not covered in the existing survey. The suggestions could be useful for motivating employers to implement work environment improvement. Future studies need to make definite items and investigate whether they correlate to job stressors and mental health among workers.
Keyphrases
  • mental health
  • quality improvement
  • machine learning
  • cross sectional
  • psychometric properties
  • risk assessment
  • depressive symptoms
  • climate change
  • human health
  • case control