• Journal of the Korean Data and Information Science Society
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• v.22 no.3
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• pp.467-476
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• 2011

We developed the hybrid model coupled with predictive model and business rule model for administration of injury by utilizing medical data of the National Health Insurance in Korea. We performed decision tree analysis using data mining methodology and used SAS Enterprise Miner 4.1. We also investigated under several business rule for benefits (expense paid by insurer) and claims of injury in National Health Insurance Corporation. We can see that the proposed hybrid model provides a quite efficient plausible results.

• 한국사회정책
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• v.24 no.4
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• pp.113-150
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• 2017

This study analyzes how workers become impoverished and have their jobs less stabilized after they suffer from non-job-related sickness. Given that South Korea lacks sickness benefits, which most of OECD member states legislate and implement except US and Switzerland, this study examines its impact on laborers' job stability and povertization in Korea. The researchers have conducted in-depth interviews with nine former or present laborers who have the experiences and four experts on the issue in July-September, 2017 for the qualitative analysis. It is found that laborers, after becoming aware of their sickness, at first endure their pain without informing their employers not to lose their jobs. The attititude is observed especially among non-standard laborers, because sickness more often leads to job loss for them than for standard laborers. After workers have to leave their jobs due to their sickness in the end, they have no choice but to keep working in less stable jobs to compensate for income losses. They become gradually impoverished with their social capital like family bond declining. We observe laborers who are eligible for industrial accident insurance compensation could not benefit from the system because some employers refrain from the legal reporting duty. Due to this illegal practices, some industrial accident victims unduly lose their jobs due to "non-job-related sickness". Second, some employers report to the authority that their sick laborers have left their jobs 'voluntarily' even when they have quitted it without their volition, in which case the newly unemployed are not eligible for unemployment benefits. Large holes in Korea's safety nets for those suffering from multiple risks of sickness and unemployment.

• Proceedings of the KAIS Fall Conference
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• 2010.05b
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• pp.588-591
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• 2010

본 연구는 행정자료인 건강보험 및 의료급여비용 청구자료를 이용하여 고혈압 환자의 투약 순응도를 분석하였으며, 투약순응도에 영향을 미치는 요인에 대하여 조사한 결과 아래와 같다. 연구대상자의 투약일수를 살펴보면 6개월 동안 148일(80%) 이상 혈압강하제를 처방받은 환자는 13.0%에 불과하였다. 고혈압상병(주.부상병)으로 외래를 방문한 평균 횟수는 4.3일, 방문한 기관수는 평균 1.1곳이었고, 한곳의 의료기관만을 이용한 환자가 전체의 94.9%로 나타났다. 당뇨병을 동반상병으로 가지고 있는 환자가 11.6%로 가장 많았고 고혈압 환자의 23.3%가 동반상병을 가지고 있었다. 연구 대상자 특성별 투약순응도를 비교해 보면, 남성, 건강보험 가입자, 종합전문을 주이용기관으로 이용하는 환자, 동반상병을 가지고 있는 환자에서 투약 순응도가 높았다. 65-74세까지 투약 순응도가 증가하다가 그 후 감소하는 경향을 보였다. 고혈압 환자의 투약 순응도에 영향을 미치는 요인 조사 결과 남성, 55-64세, 건강보험 가입자가 투약순응도가 높게 나타났다. 외래방문횟수가 증가할수록 투약 순응도가 증가하였다. 종합전문, 종합병원, 보건기관을 주 이용기관으로 방문하는 환자와 심장질환, 당뇨병을 동반상병으로 가지고 있는 환자에서 투약순응도가 높았다.

• Journal of Navigation and Port Research
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• v.30 no.5 s.111
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• pp.421-426
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• 2006

Recently, with economic growth and changes of recognition, the many research into vocational disease is in the process of advancing inside and outside of the country and it follows in research and also produce satisfactory results. However, as compared to the crew s service environment, system research into the occupational illness occurring in embarkation service is not accomplished After attacking the occupational illness, only the research to the compensation is conducted Therefore, this study examines law and system of the occupational illness based on basic research into crew's occupational disease and after disease preventing and attacking of the crew, give some legal reform measures to support quick and appropriate.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2006.06b
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• pp.47-52
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• 2006

Recently, with economic growth and changes of recognition, the many research into vocational disease is in the process of advancing inside and outside of the country and it follows in research and also produce satisfactory results. However, as compared to the crew's service environment, system research into the occupational illness occurring in embarkation service is not accomplished. After attacking the occupational illness, only the research to the compensation is conducted. Therefore, this study examines law and system of the occupational illness based on basic research into crew's occupational disease and after disease preventing and attacking of the crew, give some legal reform measures to support quick and appropriate.

• 한국경영정보학회:학술대회논문집
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• 2007.06a
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• pp.614-618
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• 2007

데이터 마이닝 기법 중 순차 패턴 마이닝(Sequential Pattern Mining)은 연관 규칙에 시간의 개념을 추가하여 시간의 흐름에 따른 항목(item)들의 상호 연관성을 찾아내는 것이다. 본 연구의 목적은 순차적인 상병의 발생 가능성이 높은 상병 군의 패턴을 찾아내어 이를 모형화함으로써 차후에 발생된 상병을 예방하고 이를 통하여 환자와의 관계를 관리하여 보다 나은 의료서비스를 제공하는데 있다.

• Journal of Preventive Medicine and Public Health
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• v.30 no.2 s.57
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• pp.437-461
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• 1997

Because of a significant improvement in the economic situation and development of scientific techniques in Korea during the last 30 years, the life expectancy of the Korean people has lengthened considerably and as a result, the number of the elderly has markedly increased. Such an increase of the number of aged population brought about many social, economic, and medical problems which were never seriously considered before. This study was conducted to assess the trend of medical care utilization and medical expenditure of the elderly. The data of each patient in the study were taken from computer database maintained for administrative purpose by the Korea Medical Insurance Corporation. The study population was 132,670 who were 60 years old or more and registered in Korean Medical Insurance Corporation from 1989 to 1993. The study subjects were predominantly female(56.3%) and 10,000-20,000 Won premium group(50.6%). The following are summaries of findings : The total increase of the number of inpatient cases was 40.5% from 1989 through 1993. The average annual increase was 3.7% in inpatient medical expenditures per case, 4.4% in inpatient medical expenditures per day and 0.08% in length of stay per case from 1989 through 1993. Cataract was the most prevalent disease of 10 leading frequent diseases in all ages from 1989 through 1993. The case mix in 1993 compared to 1989 revealed that cataract and ischemic cerebral disease were increased whereas essential hypertension and pulmonary tuberculosis were decreased . The average annual increase of medical expenditures was 3.8% in general hospitals, 6.3% in hospitals and 2.4% in clinics. From 1989 through 1993, medical expenditures used by high-cost patients accounted for about 14% to 20% of all expenditures for inpatient care, while they represented less than 2.5% of the elderly population. Time series analysis revealed that total medical expenditures and doctor's fee for inpatient will be progressively increased whereas drug expenditures for inpatient will be decreased. And there will be no change in length of stay. Based on the above results, the factors increasing medical cost and utilization should be identified and the method of cost containment for the elderly health care should be developed systematically.

• 월간산업보건
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• s.286
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• pp.44-48
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• 2012

• 월간산업보건
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• s.273
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• pp.57-60
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• 2011

업무상의 과로나 스트레스가 질병의 주된 원인에 겹쳐서 질병을 유발 또는 악화시킨 경우, 업무와 질병 사이에 인과관계가 인정되는지, 여러 개의 상병에 대한 요양불승인 처분 취소 소송에서 일부 상병만이 요양의 대상으로 인정되는 경우, 불승인처분 전부를 취소할 수 있는지 여부.

• Korean Journal of Occupational Health Nursing
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• v.28 no.2
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• pp.75-82
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• 2019

Purpose: This study aimed to determine the influence of injury and/or injured area classification on depression in patients with industrial injuries. Methods: The participants comprised438 patients who consented to participate and completed self-reported questionnaires. Data were analyzed using SPSS/WIN version 22.0 for descriptive statistics, $x^2$ test, fisher's exact test, ANOVA, and post-hoc $Scheff{\acute{e}}$ test. A stepwise multiple regression analysis was used to identify factors influencing depression. Results: The results indicated that the effect of disease classification and injured areas on depression were significantly different in patients with industrial injuries. The results further showed that severe depression was significantly higher in cardiovascular patients and patients with an injured area of the head and waist. The most powerful predictor was age (50~59 years), return to work (reemployment), disease classification (cardiovascular), and injured area (head, including vascular disease). Conclusion: This study showed that the most influential variable of depression in patients with industrial injuries were cardiovascular issues, injury areas of the head and waist, being aged 50~59 years, and reemployment. To reduce depression in these patients, it is important to develop and implement a psychiatric rehabilitation program that helps patients to formulate a concrete plan and goal for recovery, enabling patients to actively engage in their rehabilitation.