1.Association between relative handgrip strength and glycemic control among male automobile manufacturing workers using vibration tools in South Korea
Dong-Jae SEO ; Hyun Joong KIM ; Yongjin KIM ; Jaewon MUN ; Jong-Han LEEM ; Shin-Goo PARK ; Dong-Wook LEE ; Hwan-Cheol KIM
Annals of Occupational and Environmental Medicine 2026;38(1):e14-
Background:
Although the association between handgrip strength and glycemic control has been reported, studies conducted exclusively within specific occupational groups remain limited. To explore the association between handgrip strength and metabolic health in industrial settings, this study examined the relationship between relative handgrip strength and glycated hemoglobin (HbA1c) among male automobile manufacturing workers using vibration tools in South Korea.
Methods:
Using 66,212 occupational health examination records collected at Inha University Hospital between January 2024 and April 2025, a total of 3,365 workers with HbA1c and handgrip strength measurements were identified. After excluding duplicates (n = 1,536), female workers (n = 2), and records without Hb and estimated glomerular filtration rate, 1,823 male participants were included in the final analysis. Relative handgrip strength was calculated as the maximum value of bilateral grip strength divided by body mass index. Multiple linear regression analyses were conducted to assess the association between relative handgrip strength and HbA1c, adjusting for age, smoking status, alcohol consumption, current hypertension, current dyslipidemia, current hypoglycemic-agents use, family diabetes history, leisure-time physical activity, and resistance exercise.
Results:
Relative handgrip strength was inversely associated with HbA1c levels (B: –0.060; 95% confidence interval [CI]: −0.081 to −0.039; p < 0.001). The association was strongest among normoglycemic participants (B: −0.185; 95% CI: −0.305 to −0.065; p = 0.003). Effect size was reduced but significantly associated among individuals with prediabetes (B: −0.115; 95% CI: −0.180 to −0.050; p < 0.001) and further attenuated to a borderline significance in individuals with diabetes (B: −0.023; 95% CI: −0.050 to 0.003; p = 0.082). These findings indicate that greater muscle strength relative to body size is related to better glycemic control.
Conclusions
Handgrip strength was associated with HbA1c levels in industrial workers. This study suggests that handgrip strength may provide complementary information on metabolic health in occupational settings.
2.Relationship between long-term PM2.5 exposure and myopia prevalence in adults: analysis of the Korea National Health and Nutrition Examination Survey–Air Pollution Linked Data, 2020
Minju JUNG ; Hyungdoo KIM ; Ji Hoon KIM ; Dong-Jae SEO ; Jong-Han LEEM ; Shin-Goo PARK ; Dong-Wook LEE ; Hwan-Cheol KIM
Annals of Occupational and Environmental Medicine 2025;37(1):e8-
Background:
PM2.5 (particulate matter less than 2.5 μm) causes various health problems. Recent studies suggest that long-term exposure to PM2.5 may have a negative impact on vision. This study examined the effects of long-term exposure to concentrations of PM2.5 exceeding Korean standards on myopia prevalence.
Methods:
This study was conducted on adults aged 40–69 years. The PM2.5 concentrations were calculated as the 1–5-year moving averages based on the participants' residential areas. The relationships between the PM2.5 levels, categorized by the annual average concentration standard in Korea, and the prevalence of myopia were analyzed using binary logistic regression. The results were evaluated using the 95% confidence interval.
Results:
PM2.5 concentrations averaged over 1–3 years were not significantly associated with the prevalence of myopia. On the other hand, the prevalence of myopia was significantly higher in areas where the 4–5-year moving average PM2.5 levels exceeded the Korean standards. These findings suggest that long-term exposure to PM2.5 may have a detrimental effect on vision.
Conclusions
This study revealed the impact of long-term PM2.5 exposure on the prevalence of myopia, highlighting the importance of managing PM2.5 levels. Nevertheless, further cohort studies focusing on adults and in-depth research into the effects of long-term exposure will be necessary.
3.Association of weight and dietary habits with high blood mercury levels in Korean adolescents: data from the KoNEHS cycle 4, 2018-2020
Ji Hoon KIM ; Minju JUNG ; Jaewon MUN ; Dong-Jae SEO ; Jong-Han LEEM ; Shin-Goo PARK ; Dong-Wook LEE ; Hyung Doo KIM ; Hwan-Cheol KIM
Annals of Occupational and Environmental Medicine 2025;37(1):e5-
Background:
Humans are exposed to mercury primarily in its highly toxic form, methyl mercury, which is known to have adverse effects on various organs and systems. The negative impact of mercury exposure on the growth, development, and mental health of children, from infancy to adolescence, is well-documented. However, there are no internationally standardized safe limits for mercury exposure. This study investigated the impact of dietary habits and higher body mass index (BMI) on blood mercury levels in adolescents.
Methods:
This study analyzed the data from the 4th Korean National Environmental Health Survey (KoNEHS) 2018–2020. The focus was on 825 middle and high school students aged 13–18 years, whose blood mercury levels were measured. A survey on dietary and lifestyle habits was also conducted. Blood mercury levels were categorized by geometric median values, and associations with overweight status and seafood consumption were examined using a generalized linear model.
Results:
The geometric mean blood mercury level for the entire sample was 1.37 μg/L, with levels of 1.31 μg/L in normal-weight individuals and 1.43 μg/L in overweight individuals, showing a statistically significant difference between the two groups. After adjusting for other variables, blood mercury levels were significantly associated with overweight status (estimate: 0.084; p = 0.018; 95% confidence interval [CI]: 0.015–0.153), consumption of large fish and tuna more than once a week (estimate: 0.18; p = 0.001; 95% CI: 0.077–0.284), and consumption of fish once a week or more (estimate: 0.147; p = 0.004; 95% CI: 0.043–0.250).
Conclusions
In adolescents, a higher BMI and an increased consumption of large fish, tuna, and fish were associated with higher blood mercury levels. Notably, a stronger association was found between large fish consumption and blood mercury levels in the overweight group. These findings suggest the need to moderate seafood consumption and establish more proactive mercury exposure standards for adolescents.
4.Effect of job satisfaction on depression after adjusting for satisfaction with other life domains
SeongCheol YANG ; Ji Hoon KIM ; Minju JUNG ; Hwan-Cheol KIM ; Jong-Han LEEM ; Shin-Goo PARK
Annals of Occupational and Environmental Medicine 2024;36(1):e8-
Studies on the association between job satisfaction and depression have often been reported. However, no study has examined how job satisfaction impacts depression while considering satisfaction with other aspects of life. In this study, we evaluated the effect of job satisfaction on depression after adjusting for satisfaction with other domains of life. We used data from the 16th wave of the Korean Welfare Panel Study. A total of 3568 current employees without depression who completed a survey were included. Depression was measured using the abbreviated version of the CES-D scale. Various types of satisfaction, including job satisfaction, were measured using single-item questions and a 5-point Likert scale. The association between job satisfaction and depression after considering satisfaction with other life domains was analyzed using a multiple logistic regression model. Crude models showed a significant association between job satisfaction and depression in males (odds ratio [OR]: 7.90; 95% confidence interval [CI]: 4.11–15.23) and females (OR: 7.12; 95% CI: 4.40–11.50). When adjusted for sociodemographic factors, health-related factors, and work-related factors, the association remained significant in males (OR: 6.20; 95% CI: 3.10–12.41) and females (OR: 6.28; 95% confidence interval (CI): 3.79–10.40). However, when satisfaction with other life domains was included, the association remained significant only in females (OR: 3.55; 95% CI: 1.93–6.50). This study shows an association between job satisfaction and depression in Korean employees. However, when satisfaction with other life domains was considered, this association remained significant only in women. Regular screening of job satisfaction should be considered as a means of preventing and managing depression among female employees.
5.Effect of job satisfaction on depression after adjusting for satisfaction with other life domains
SeongCheol YANG ; Ji Hoon KIM ; Minju JUNG ; Hwan-Cheol KIM ; Jong-Han LEEM ; Shin-Goo PARK
Annals of Occupational and Environmental Medicine 2024;36(1):e8-
Studies on the association between job satisfaction and depression have often been reported. However, no study has examined how job satisfaction impacts depression while considering satisfaction with other aspects of life. In this study, we evaluated the effect of job satisfaction on depression after adjusting for satisfaction with other domains of life. We used data from the 16th wave of the Korean Welfare Panel Study. A total of 3568 current employees without depression who completed a survey were included. Depression was measured using the abbreviated version of the CES-D scale. Various types of satisfaction, including job satisfaction, were measured using single-item questions and a 5-point Likert scale. The association between job satisfaction and depression after considering satisfaction with other life domains was analyzed using a multiple logistic regression model. Crude models showed a significant association between job satisfaction and depression in males (odds ratio [OR]: 7.90; 95% confidence interval [CI]: 4.11–15.23) and females (OR: 7.12; 95% CI: 4.40–11.50). When adjusted for sociodemographic factors, health-related factors, and work-related factors, the association remained significant in males (OR: 6.20; 95% CI: 3.10–12.41) and females (OR: 6.28; 95% confidence interval (CI): 3.79–10.40). However, when satisfaction with other life domains was included, the association remained significant only in females (OR: 3.55; 95% CI: 1.93–6.50). This study shows an association between job satisfaction and depression in Korean employees. However, when satisfaction with other life domains was considered, this association remained significant only in women. Regular screening of job satisfaction should be considered as a means of preventing and managing depression among female employees.
6.Effect of job satisfaction on depression after adjusting for satisfaction with other life domains
SeongCheol YANG ; Ji Hoon KIM ; Minju JUNG ; Hwan-Cheol KIM ; Jong-Han LEEM ; Shin-Goo PARK
Annals of Occupational and Environmental Medicine 2024;36(1):e8-
Studies on the association between job satisfaction and depression have often been reported. However, no study has examined how job satisfaction impacts depression while considering satisfaction with other aspects of life. In this study, we evaluated the effect of job satisfaction on depression after adjusting for satisfaction with other domains of life. We used data from the 16th wave of the Korean Welfare Panel Study. A total of 3568 current employees without depression who completed a survey were included. Depression was measured using the abbreviated version of the CES-D scale. Various types of satisfaction, including job satisfaction, were measured using single-item questions and a 5-point Likert scale. The association between job satisfaction and depression after considering satisfaction with other life domains was analyzed using a multiple logistic regression model. Crude models showed a significant association between job satisfaction and depression in males (odds ratio [OR]: 7.90; 95% confidence interval [CI]: 4.11–15.23) and females (OR: 7.12; 95% CI: 4.40–11.50). When adjusted for sociodemographic factors, health-related factors, and work-related factors, the association remained significant in males (OR: 6.20; 95% CI: 3.10–12.41) and females (OR: 6.28; 95% confidence interval (CI): 3.79–10.40). However, when satisfaction with other life domains was included, the association remained significant only in females (OR: 3.55; 95% CI: 1.93–6.50). This study shows an association between job satisfaction and depression in Korean employees. However, when satisfaction with other life domains was considered, this association remained significant only in women. Regular screening of job satisfaction should be considered as a means of preventing and managing depression among female employees.
7.Evaluation of Value-Based, Community-Centered Primary Care: A Case Study of Anseong Health Welfare Social Cooperative
Jong-Han LEEM ; Soon ho LEE ; Min Kyung LIM ; Eunbyoul AHN ; Younhee KIM
Korean Journal of Family Practice 2024;14(2):66-74
This study evaluated the feasibility of implementing a value-based, community-centered primary care model in South Korea by focusing on the Anseong Health Welfare Social Cooperative (Anseong Medicoop) as a case study. Anseong Medicoop restructured its existing NaHaengSi (“time for caring for oneself”) program into a community-centered healthcare model and provides services to 1,517 participants. This healthcare model categorized participants into two groups: disease prevention and chronic disease management. Service provision encompassed five stages: registration and categorization, initial examination, comprehensive assessment and planning, service delivery, and monitoring and evaluation. By emphasizing comprehensive community-centered activities, preventive services, and appropriate medical treatments, Anseong Medicoop possesses a robust foundation for the effective implementation of this model. The high levels of satisfaction observed in service evaluations provide further evidence of its success. Anseong Medicoop’s healthcare model demonstrated the feasibility of a community-centered primary care approach in South Korea. This study highlights the potential for the successful implementation of a value-based, community-centered primary care model in South Korea if operational challenges are sufficiently addressed and a new payment system is introduced.
8.Evaluation of Value-Based, Community-Centered Primary Care: A Case Study of Anseong Health Welfare Social Cooperative
Jong-Han LEEM ; Soon ho LEE ; Min Kyung LIM ; Eunbyoul AHN ; Younhee KIM
Korean Journal of Family Practice 2024;14(2):66-74
This study evaluated the feasibility of implementing a value-based, community-centered primary care model in South Korea by focusing on the Anseong Health Welfare Social Cooperative (Anseong Medicoop) as a case study. Anseong Medicoop restructured its existing NaHaengSi (“time for caring for oneself”) program into a community-centered healthcare model and provides services to 1,517 participants. This healthcare model categorized participants into two groups: disease prevention and chronic disease management. Service provision encompassed five stages: registration and categorization, initial examination, comprehensive assessment and planning, service delivery, and monitoring and evaluation. By emphasizing comprehensive community-centered activities, preventive services, and appropriate medical treatments, Anseong Medicoop possesses a robust foundation for the effective implementation of this model. The high levels of satisfaction observed in service evaluations provide further evidence of its success. Anseong Medicoop’s healthcare model demonstrated the feasibility of a community-centered primary care approach in South Korea. This study highlights the potential for the successful implementation of a value-based, community-centered primary care model in South Korea if operational challenges are sufficiently addressed and a new payment system is introduced.
9.Evaluation of Value-Based, Community-Centered Primary Care: A Case Study of Anseong Health Welfare Social Cooperative
Jong-Han LEEM ; Soon ho LEE ; Min Kyung LIM ; Eunbyoul AHN ; Younhee KIM
Korean Journal of Family Practice 2024;14(2):66-74
This study evaluated the feasibility of implementing a value-based, community-centered primary care model in South Korea by focusing on the Anseong Health Welfare Social Cooperative (Anseong Medicoop) as a case study. Anseong Medicoop restructured its existing NaHaengSi (“time for caring for oneself”) program into a community-centered healthcare model and provides services to 1,517 participants. This healthcare model categorized participants into two groups: disease prevention and chronic disease management. Service provision encompassed five stages: registration and categorization, initial examination, comprehensive assessment and planning, service delivery, and monitoring and evaluation. By emphasizing comprehensive community-centered activities, preventive services, and appropriate medical treatments, Anseong Medicoop possesses a robust foundation for the effective implementation of this model. The high levels of satisfaction observed in service evaluations provide further evidence of its success. Anseong Medicoop’s healthcare model demonstrated the feasibility of a community-centered primary care approach in South Korea. This study highlights the potential for the successful implementation of a value-based, community-centered primary care model in South Korea if operational challenges are sufficiently addressed and a new payment system is introduced.
10.Evaluation of Value-Based, Community-Centered Primary Care: A Case Study of Anseong Health Welfare Social Cooperative
Jong-Han LEEM ; Soon ho LEE ; Min Kyung LIM ; Eunbyoul AHN ; Younhee KIM
Korean Journal of Family Practice 2024;14(2):66-74
This study evaluated the feasibility of implementing a value-based, community-centered primary care model in South Korea by focusing on the Anseong Health Welfare Social Cooperative (Anseong Medicoop) as a case study. Anseong Medicoop restructured its existing NaHaengSi (“time for caring for oneself”) program into a community-centered healthcare model and provides services to 1,517 participants. This healthcare model categorized participants into two groups: disease prevention and chronic disease management. Service provision encompassed five stages: registration and categorization, initial examination, comprehensive assessment and planning, service delivery, and monitoring and evaluation. By emphasizing comprehensive community-centered activities, preventive services, and appropriate medical treatments, Anseong Medicoop possesses a robust foundation for the effective implementation of this model. The high levels of satisfaction observed in service evaluations provide further evidence of its success. Anseong Medicoop’s healthcare model demonstrated the feasibility of a community-centered primary care approach in South Korea. This study highlights the potential for the successful implementation of a value-based, community-centered primary care model in South Korea if operational challenges are sufficiently addressed and a new payment system is introduced.

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