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Related Experiment Video

Updated: Jun 26, 2026

Mindfulness in Motion (MIM): An Onsite Mindfulness Based Intervention (MBI) for Chronically High Stress Work Environments to Increase Resiliency and Work Engagement
12:22

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Correction Workers' Burnout and Outcomes: A Bayesian Network Approach.

Jin Lee1, Robert Henning2, Martin Cherniack3

  • 1Department of Psychological Sciences, Kansas State University, Manhattan, KS 66506, USA. jinlee@ksu.edu.

International Journal of Environmental Research and Public Health
|January 24, 2019
PubMed
Summary
This summary is machine-generated.

Bayesian Network analysis reveals work-related exhaustion is a key factor impacting correction workers' health, leading to stress, reduced workability, and less exercise. Addressing these interconnected issues is vital for Total Worker Health® initiatives.

Keywords:
Bayesian NetworkTotal Worker Health®correction workersexhaustionpsychosocial and behavioral factorsstress

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Area of Science:

  • Occupational Health
  • Psychology
  • Public Health

Background:

  • Correctional work presents unique occupational stressors.
  • Understanding psychosocial and behavioral factors is crucial for worker well-being.
  • The Total Worker Health® framework promotes integrated health interventions.

Purpose of the Study:

  • To apply Bayesian Network analysis to correctional worker health research.
  • To identify interrelationships between psychosocial and behavioral variables.
  • To pinpoint key factors influencing health outcomes in this population.

Main Methods:

  • Utilized data from 353 U.S. state correctional workers.
  • Employed Bayesian Network analysis for probabilistic relationship sorting.
  • Examined psychosocial and behavioral variables impacting worker health.

Main Results:

  • Work-related exhaustion identified as a primary driver of occupational stress and impaired workability.
  • Exhaustion was found to limit physical exercise opportunities.
  • Interrelations noted with depressed mood, low work engagement, and poor work-family balance.

Conclusions:

  • Joint consideration of psychosocial and behavioral factors is essential for correctional worker health.
  • The Total Worker Health® framework is valuable for integrated health interventions in high-risk occupations.
  • Findings support holistic strategies for protecting and promoting well-being in corrections.