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Original Article
The association of job training duration and risk of depression among wage workers: an analysis of the mediating factors
Dong Geon Kim, Dong Kyu Kim, Kiook Baek
Ann Occup Environ Med 2024;36:e7.   Published online March 22, 2024
DOI: https://doi.org/10.35371/aoem.2024.36.e7
AbstractAbstract AbstractAbstract in Korean PDFSupplementary MaterialPubReaderePub
Background

Research on job training and job satisfaction has been conducted from various perspectives. Job training is thought to be associated with job satisfaction, which is known as an important factor for depression among workers. We hypothesized that job training duration could influence depression through potential mediators (job satisfaction, motivation to work, and work engagement).

Methods

This study encompassed participants from the sixth Korean Working Conditions Survey (KWCS), conducted between 2020 and 2021. To show the relationships between demographic or occupational characteristics and risk of depression, a χ2 test was conducted. The association between job training duration, potential mediators, and risk of depression was analyzed by constructing multiple logistic regression models. The mediating effects of potential mediators on job training duration and risk of depression was evaluated with flexible mediation analysis with weighting-based methods.

Results

The final study population consisted of 25,294 participants. Longer job training duration significantly decreased risk of depression after adjusting for confounders. In the group that received the longest job training duration (≥ 10 days), compared with the group without job training, the odds ratio (OR) for high risk of depression was 0.46 (95% confidence interval [CI], 0.39–0.54). Each three potential mediators showed statistically significant indirect effects and direct effect. Although indirect effects were not strong compared to direct effect, motivation to work had the strongest mediating effect in this study, with an OR of 0.94 (95% CI, 0.92–0.95).

Conclusions

Job training duration was found to have a statistically significant negative association on the risk of depression, and three mediators partially mediating this effect. Although the mechanism was unknown, our findings suggest that job training has a positive influence on workers' mental health. Furthermore, by suggesting the possibility of other pathways existing between job training and depression, we provide directions for future research.

임금근로자에서 직무교육과 우울증 사이의 연관성: 매개요인 분석
목적
직무교육과 직무만족도에 대한 연구는 다양한 관점에서 진행되었다. 직무교육은 직무만족도와 연관이 있는 것으로 알려져 있으며, 근로자들에 있어 우울증의 중요한 요인 중 하나로 직무만족도가 지목되고 있다. 이번 연구에서는 직무교육기간이 잠재적인 매개요인들(직무만족도, 직무동기, 직무열의)를 통해 우울증에 영향을 미칠 수 있을 거라는 가설을 세웠다.
방법
이 연구는 2020년부터 2021년까지 시행한 제6차 근로환경조사에서 데이터를 얻었다. 우울증과 직업적, 인구적 특성의 관계를 분석하기 위해 카이 제곱 검정을 시행하였다. 직무교육 일수와 우울증 위험도의 관계를 확인하기 위해 로지스틱 회귀분석을 사용하였으며, 잠재적 매개요인들의 매개효과를 분석하기 위해 가중치를 부여하여, flexible mediation analysis를 시행하였다.
결과
최종적으로 연구에 참여한 참가자는 25,294명이었다. 긴 직무교육을 받은 그룹일수록 유의하게 우울증의 위험도가 감소하였다. 가장 긴 교육(10일 이상)을 받은 군은 교육을 받지 않은 군에 비해 우울증 위험도의 오즈비가 0.46 (95% 신뢰구간 0.39-0.54) 였다. 각각의 매개요인들에서 간접효과와 직접효과 모두 통계적으로 유의하였다. 간접효과는 직접효과에 비해 크지 않았고, 가장 강한 간접효과는 직무동기에서, 1-3일의 직무훈련을 받은 경우, 오즈비는 0.94 (95% 신뢰구간 0.92-0.95) 였다.
결론
이 연구를 통해 직무교육은 우울증 위험도에 유의한 영향을 끼치며, 그 과정에 직무만족도와 다른 요인들이 부분적인 매개효과를 가진다는 것을 확인할 수 있었다. 그 기전을 알 수는 없었지만, 이번 연구를 통해 직무교육은 근로자의 정신건강에도 긍정적인 효과를 가진다는 것을 보일 수 있었다. 또한 직무교육과 우울증 사이의 다른 매개 경로가 있을 가능성을 제시함으로써, 추후 연구의 방향을 제시할 수 있었다.
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Research Article
Validation of the Work Engagement Scale-3, used in the 5th Korean Working Conditions Survey
Maro Choi, Chunhui Suh, Seong Pil Choi, Chae Kwan Lee, Byung Chul Son
Ann Occup Environ Med 2020;32:e27.   Published online July 16, 2020
DOI: https://doi.org/10.35371/aoem.2020.32.e27
AbstractAbstract PDFPubReaderePub
Background

The purpose of this study was to assess the reliability and validity of the 3-item version of the Work Engagement Scale (WES-3), which is based on the Job Demands-Resources (JD-R) model and was used in the 5th Korean Working Conditions Survey (KWCS).

Methods

This study used data from the 5th KWCS (n = 50,205), which was conducted in 2017 with a sample of the Korean working population. The survey gathered comprehensive information on working conditions to define workforce changes and the quality of work and life. The reliability and internal consistency of the WES-3 were assessed using the corrected item-total correlation and Cronbach's alpha coefficient. Confirmatory factor analysis (CFA) was used to test the construct validity of work engagement. The convergent validity was assessed using the correlation with the WHO-5 well-being index. Correlations between work engagement and JD-R factors were also calculated.

Results

The Cronbach's alpha for work engagement was 0.776, indicating acceptable internal consistency. The model comprising 3 work engagement and 2 burnout items showed an excellent fit (χ2: 382.05, Tucker-Lewis index: 0.984, comparative fit index: 0.994, root mean square error of approximation: 0.043). The convergent validity was significant (correlation coefficient: 0.42). Correlations with burnout and job demands were negligible, whereas correlations with job resources and job satisfaction were weakly positive.

Conclusions

The results of our study confirm that the WES-3 has acceptable reliability and validity.


Citations

Citations to this article as recorded by  
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  • Leadership styles as predictors of employee engagement at a selected tertiary institution
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  • Validation of the ultra‐short scale for measuring work engagement among social workers in Chinese contexts
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  • The Association between Working Hours Flexibility and Well-Being Prior to and during COVID-19 in South Korea
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    International Journal of Environmental Research and Public Health.2022; 19(14): 8438.     CrossRef
  • How Does the Involuntary Choice of Self-Employment Affect Subjective Well-Being in Small-Sized Business Workers? A Cross-Sectional Study from the Fifth Korean Working Conditions Survey
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  • Structural Equation Model of Work Situation and Work–Family Conflict on Depression and Work Engagement in Commercial Motor Vehicle (CMV) Drivers
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    Applied Sciences.2021; 11(13): 5822.     CrossRef
  • The relationship between self-leadership, the future of human resource management, and work engagement
    Cecilia M. Schultz
    SA Journal of Human Resource Management.2021;[Epub]     CrossRef
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