Publications by authors named "Myeong-Hun Lim"

Article Synopsis
  • The study focused on developing an occupation classification model using DistilKoBERT, highlighting its importance for policy and epidemiological research.
  • The research utilized data from over 99,000 participants of the Korean Working Conditions Surveys and involved fine-tuning the model to classify job responsibilities into specific occupational codes.
  • Results showed the model achieved 84.44% accuracy and high precision for service and sales jobs, indicating its potential for improving automated classification systems in occupational safety research.
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Temporary employment is associated with an elevated risk of cardiovascular diseases and mortality. This study explored the association between temporary employment and dietary quality in middle-aged workers. This cross-sectional study included a nationwide sample of middle-aged Korean workers (n = 6467).

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Purpose: This study aimed to reveal the relationship of the days of experiencing sickness presentism and depressive symptoms among Korean workers. Sickness presenteeism which defined as the act of going to work despite being feeling unhealthy triggers various adverse effects on mental health, including increased risks of depression. Furthermore, Sickness presenteeism is a major social issue causing substantial socioeconomic costs.

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Objectives: Long working hours and overwork are growing public health concerns in the Western-Pacific region. We explored the relationship between working hours and smoking behaviors of Korean workers.

Methods: This study included 284 782 observations (50 508 workers) from four nationwide cohort studies in Korea.

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Background: Previous studies have suggested that employment insecurity is associated with adverse health outcomes. We explored the association between temporary employment and smoking behaviors.

Methods: We analyzed 11,795 workers (51,867 observations) from the Korea Health Panel Study (2009-2018).

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Introduction: There is a growing global interest in the issue of precarious employment. We aimed to analyze the characteristics and socio-demographic distribution of precarious employment using a summative score approach.

Methods: To operationalize precarious employment, we utilized data from the Korean Working Conditions Survey and focused on three distinct dimensions: employment insecurity, income inadequacy, and a lack of rights and protections.

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Background: Occupational injuries and diseases are life events that significantly impact an individuals' identity. In this study, we examined the trajectories of self-esteem among victims of occupational injury and disease and their relation to health.

Methods: The Panel Study of Workers' Compensation Insurance conducted annual follow-ups on workers who had experienced occupational injury or disease.

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Objective: This paper explored how multidimensional employment precariousness (MEP) mediates the relationship between educational attainment and subjective well-being.

Methods: A nationwide sample of 46 919 Korean workers participated in surveys between 2017 and 2020. Educational attainment was divided into four categories: elementary school, middle school, high school, and college.

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Background And Aims: Previous studies have found that job satisfaction is closely associated with various health outcomes of workers. Our study measured the association between job satisfaction and current smoking and change in smoking behavior.

Design: Data from the longitudinal Korea Labor and Income Panel Study (KLIPS) that consist of nationally representative samples were used.

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Objectives: In recent years, occupational injuries have sparked a huge social and political debate. Thus, in this study, we focused on the characteristics and trends of occupational injuries requiring hospitalization in Korea.

Methods: The Korea National Hospital Discharge In-depth Injury Survey was designed to estimate the annual number and characteristics of all injury-related hospitalizations in Korea.

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Background: We investigated associations for long working hours in relation to physical inactivity and high-level physical activity among middle-aged and older adults.

Methods: Our study included 5402 participants and 21 595 observations from the Korean Longitudinal Study of Ageing (2006-2020). Logistic mixed models were used to estimate ORs and 95% CIs.

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The adoption rate of performance-based pay systems has increased in recent years, and the adverse effects of systems have been emphasized. However, no study has analyzed the increase in the risk of depression/anxiety symptoms caused by the pay system in Korea. This study aimed to reveal the association between performance-based pay systems and symptoms of depression/anxiety, using data from the fifth Korean Working Conditions Survey.

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Background: In modern society, depression is serious issue that causes socioeconomic and family burden. To decrease the incidence of depression, risk factors should be identified and managed. Among many risk factors for depression, this study examined socioeconomic risk factors for depression.

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