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March 25, 2026Journal of the Ergonomics Society of Korea

Analysis of Job Stress Factors Among Domestic Office Workers - Utilizing Random Forest Method Based on the 7th Working Environment Survey Data

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Authors

SMSeungnam MinKSKyung-Chun Song

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Overview

Analysis reveals that ergonomic strain and job insecurity impact stress levels in office workers, suggesting new intervention strategies.

Key Points

  • The study aims to identify key job stress factors affecting South Korean office workers using a data-driven approach.
  • Analyzed data from the 7th Korean Working Conditions Survey
  • Evaluated responses from 981 office workers
  • Applied a Random Forest classification model to assess job-related variables' importance
  • Posture-related fatigue, job insecurity, time pressure, and lack of coworker support were identified as major predictors of job stress.
  • Factors like inadequate compensation and negative workplace culture were less relevant for this demographic.

Cite This Study

Min et al. (2025) studied this question.

synapsesocial.com/papers/69c37aa8b34aaaeb1a67c856https://doi.org/10.5143/jesk.2025.44.6.855
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Analysis of Factors Influencing Depression among Office Workers : Utilizing Data from the 2022 Korea National Health and Nutrition Examination Survey2024
  2. 2Risk Factors for Job Stress Among Older Korean Security Workers With Hypertension: A Multilevel Analysis2026
  3. 3Predicting Occupational Stress Using Environmental and Ergonomic Indicators: A Machine-Learning and Discriminant Analysis Approach2026
  4. 4A study on the occupational stress among financial services call center workers and its correlation with the musculoskeletal symptoms2024
  5. 5Factors affecting occupational stress: Identification, classification and determination of importance2025