OBJECTIVES: This study aimed to examine the effects of unemployment on health-related behavioral changes and worker's health, and to produce the basic data that is needed to formulate the necessary measures for reducing the health hazards and social costs caused by unemployment. METHODS: A questionnaire survey was conducted with a group of 123 people who had lost their jobs due to structural unemployment (the unemployment group) and with a group of 155 employed people (the employment group). The 36-Item Short-Form Health Survey (SF-36) was used as a tool for evaluating the demographic characteristics, the health-related behaviors and the health level. RESULTS: Irregular mealtimes and increased smoking and drinking rates were observed in the unemployment group (P<0.05). The results of the logistic regression analysis that was conducted after correcting for the confounding variable showed that in the unemployment group, unlike in the employment group, the odds ratio of the group with a low health level score on the SF-36 has a significant difference in "Role limitation resulting from physical problems" (OR 2.20, 95% CI=1.01~4.78), "Role limitation resulting from emotional problems" (OR 4.51, 95% CI=1.90~10.69) and "Mental health" (OR 3.43, 95% CI=1.52~7.74) among the eight lower areas. CONCLUSIONS: Unemployment causes a negative change in health-related behaviors and lower levels of mental and physical health. Systematic research must be conducted to promote good health among unemployed workers and to reduce their social costs.
Confounding Factors (Epidemiology) ; Drinking ; Employment ; Hazardous Substances ; Health Behavior ; Health Status ; Health Surveys ; Logistic Models ; Meals ; Odds Ratio ; Quality of Life ; Questionnaires ; Smoke ; Smoking ; Unemployment

OBJECTIVES: To estimate the association of work-related musculoskeletal neck symptom and occupational risk factors, and to identify the dose-response relationships between work-related musculoskeletal neck symptom and physical condition. METHODS: Workers from four metal industry companies were enrolled in the study. General characteristics, psyhcosocial and physical risk factors and work-related musculoskeletal neck symptom were investigated by questionnaire in the baseline study. At the follow-up study 2 years later, the neck symptom was surveyed. Workers who did not complain neck symptom at baseline and complain at follow-up, and workers who did complain neck symptom at baseline and follow-up were defined as case. The adjusted odds ratios (ORs) of physical risk factors were estimated for these subjects. Additionally, subjects who did not change their work at follow-up were analysed. RESULTS: Among the cohort of 251, 199 (79.3%) were used in the analysis, of which 71 (35.7%) were classified as cases. The adjusted ORs and the ORs of the subjects who did not change their work were increased with exposure to the following kinds of work: 'repetitive', 'lift', 'push/pull', 'neck/shoulder (overhead/bend)', 'hand/wrist (bend/pinch)', 'trunk (twist/bend)', 'pressure point', and 'incentive work'. Finally, with increasing exposure to 'repetitive', 'lift', 'push/pull', 'awkward postures', 'pressure point', and 'incentive work', the risks of work-related musculoskeletal neck symptom were increased. CONCLUSIONS: Work-related musculoskeletal neck symptom was increased with increasing exposure time of certain physical risk factors, and a dose-response relationship was observed.
Cohort Studies ; Follow-Up Studies* ; Neck* ; Odds Ratio ; Questionnaires ; Risk Factors*

No abstract available.
Air Pollutants/*toxicity ; Air Pollution/*prevention & control ; *Dust ; *Environmental Exposure ; Humans ; Industrial Waste ; Republic of Korea ; Risk Reduction Behavior

Acknowledgements section was missing. The publisher apologises for these errors.

No abstract available.
Korea* ; Lung Neoplasms* ; Lung* ; Radon*

There is a more urgent call for educational methods of machine learning in medical education, and therefore, new approaches of teaching and researching machine learning in medicine are needed. This paper presents a case using machine learning through text analysis. Topic modeling of news articles with the keyword ‘asbestos’ were examined. Two hypotheses were tested using this method, and the process of machine learning of texts is illustrated through this example. Using an automated text analysis method, all the news articles published from January 1, 1990 to November 15, 2016 in South Korea which included ‘asbestos’ in the title and the body were collected by web scraping. Differences in topics were analyzed by structured topic modelling (STM) and compared by press companies and periods. More articles were found in liberal media outlets. Differences were found in the number and types of topics in the articles according to the partisanship and period. STM showed that the conservative press views asbestos as a personal problem, while the progressive press views asbestos as a social problem. A divergence in the perspective for emphasizing the issues of asbestos between the conservative press and progressive press was also found. Social perspective influences the main topics of news stories. Thus, the patients' uneasiness and pain are not presented by both sources of media. In addition, topics differ between news media sources based on partisanship, and therefore cause divergence in readers' framing. The method of text analysis and its strengths and weaknesses are explained, and an application for the teaching and researching of machine learning in medical education using the methodology of text analysis is considered. An educational method of machine learning in medical education is urgent for future generations.
Asbestos ; Education, Medical ; Humans ; Korea ; Machine Learning ; Methods ; Social Problems ; Social Responsibility

BACKGROUND: The goal of this study is to develop a general population job-exposure matrix (GPJEM) on asbestos to estimate occupational asbestos exposure levels in the Republic of Korea. METHODS: Three Korean domestic quantitative exposure datasets collected from 1984 to 2008 were used to build the GPJEM. Exposure groups in collected data were reclassified based on the current Korean Standard Industrial Classification (9th edition) and the Korean Standard Classification of Occupations code (6th edition) that is in accordance to international standards. All of the exposure levels were expressed by weighted arithmetic mean (WAM) and minimum and maximum concentrations. RESULTS: Based on the established GPJEM, the 112 exposure groups could be reclassified into 86 industries and 74 occupations. In the 1980s, the highest exposure levels were estimated in “knitting and weaving machine operators” with a WAM concentration of 7.48 fibers/mL (f/mL); in the 1990s, “plastic products production machine operators” with 5.12 f/mL, and in the 2000s “detergents production machine operators” handling talc containing asbestos with 2.45 f/mL. Of the 112 exposure groups, 44 groups had higher WAM concentrations than the Korean occupational exposure limit of 0.1 f/mL. CONCLUSION: The newly constructed GPJEM which is generated from actual domestic quantitative exposure data could be useful in evaluating historical exposure levels to asbestos and could contribute to improved prediction of asbestos-related diseases among Koreans.
Asbestos* ; Classification ; Dataset ; Mesothelioma ; Occupational Exposure ; Occupations* ; Republic of Korea* ; Talc

OBJECTIVES: To report cubital tunnel syndrome due to repetitive motions. METHODS: A worker complaining muscle weakness and atrophy of the right hand intrinsic muscles admitted to a hospital. We evaluated him with blood tests, neurophysiologic studies (NCV & EMG), plain X-ray and US at the both elbows. We investigated his occupational history, and videotaped his work motions based on the work cycle at his previous work site. Finally, an ergonomics expert analyzed the motions using rapid upper limb assessment (RULA). RESULTS: NCV & EMG studies reveals slow conduction velocity on both ulnar nerve across the elbow, more severely in the right side. US shows us compatible finding with diffuse neuritis of both ulnar nerves at both elbows. RULA score is 7. CONCLUSION: We confirmed that the workers symptoms were related to his previous jobs demanding repetitive motions using the elbow joints. It is necessary that we should prepare appropriate measures to evaluate, prevent, rehabilitate, and help injured workers to return to work.
Atrophy ; Cubital Tunnel Syndrome* ; Cumulative Trauma Disorders ; Elbow ; Elbow Joint ; Hand ; Hematologic Tests ; Human Engineering ; Muscle Weakness ; Muscles ; Neuritis ; Return to Work ; Ulnar Nerve ; Upper Extremity ; Workplace

Children are considerably more susceptible to enviro006Emental hazards than adults. This study was conducted to investigate whether the first asbestos exposure in childhood increases the risk of asbestos-related cancer including mesothelioma and lung cancer. MEDLINE (PubMed), Embase, and Google Scholar were searched to find relevant studies published up to July 2012. Six studies reported the relationship between age, including age during childhood, at the first asbestos exposure and mesothelioma. Among them, 4 indicated that people exposed to asbestos in childhood have a higher risk of mesothelioma than those exposed in adulthood. Meanwhile, the other 2 studies showed that asbestos exposure later in life increases the risk of mesothelioma. The results of the 2 studies including non-occupational early childhood exposure report conflicting results. There were 3 studies regarding the relationship between age at first asbestos exposure and lung cancer. However, none of them reported an association between age at first asbestos exposure and the risk of lung cancer. All studies have limitations including small numbers of subjects, the validity of the standardized mortality ratio, and different age categories at first asbestos exposure. There are only a few studies on the harmful effects of asbestos in children in the literature. Therefore, the effect of asbestos exposure during childhood remains unclear and requires further study.
Adult* ; Asbestos* ; Child* ; Humans ; Lung Neoplasms ; Mesothelioma ; Mortality

OBJECTIVES: The objective of this study was to examine the prevalence of respiratory symptoms, asbestos-related chest radiograph abnormalities and abnormal pulmonary function tests among former asbestos textile factory workers and to reveal the related factors of these abnormal findings. METHODS: There were 119 persons former asbestos textile industry workers registered in the health management pocketbook. Of 97 retired asbestos workers living in Busan, Yangsan and Gimhae, 63(64.9%) retired asbestos workers were enrolled into this study. The researchers administered questionnaires, and performed chest radiographys, and pulmonary function tests (PFT) on participants. The survey was conducted during July, 2009. RESULTS: Among former workers the number of lung fibrosis, pleural plaque, pleural calcification, and pleural thickening was 13(20.6%), 6(9.5%), 3(4.8%), and 1(1.6%) in chest radiography, respectively. Asbestos-related disorders and abnormal pulmonary function test groups had higher prevalence of respiratory symptoms. Participants with crocidolite exposure or long latency period had higher asbestos-related x-ray findings or abnormal PFT findings. CONCLUSIONS: Former asbestos textile workers had a high rate of asbestos-related disorders. Workers with crocidolite exposure or having had a longer latency period had more asbestos-related disorders. Because gradual increase of asbestos related disorders among high asbestos exposure group is expected, sustained, and intensive management is needed for these former workers.
Asbestos ; Asbestos, Crocidolite ; Fibrosis ; Humans ; Latency Period (Psychology) ; Lung ; Prevalence ; Questionnaires ; Respiratory Function Tests ; Retirement ; Textile Industry ; Textiles ; Thorax