• The Journal of the Korea Contents Association
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• v.18 no.1
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• pp.268-276
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• 2018

This study examined the effects of indemnity private health insurance on the medical utilization among the Korean adults. The used data were the 2014 survey data of Korea Health Panel, and the number of subjects was 11,436. Authors employed instrumental variable regression model where the instrument variables for controlling for endogeneity of indemnity were the purchasing of private pension and number of family members. The results showed that the number of outpatient visits and the number of hospitalizations for indemnity private health insurance subscribers were higher than non-subscribers. The number of household members and the private pension variables were proved to be appropriate as instrumental variables. This paper recommends the Korean government to monitor and evaluate the effects of indemnity private health insurance on the medical utilization in order to improve the efficiency of health care finance.

• The Journal of the Convergence on Culture Technology
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• v.2 no.2
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• pp.51-63
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• 2016

The aim of this study was to investigate medical expenses and productivity lost costs associated with medical use of arthropathy disease. For this study, Using by Korea Medical pannel 5434 family and 15872 people in 2012, the enrolled 19-year-old arthropathy were considered and 1370 people were analyzed. Research Method was medical management calculation formular. Emergency medical using cost was 42,128,870 won per year, productivity lost costs was 98,640,000 won per year. Admission medical using times were 4.79, medical cost was 42,128,870 won, productivity lost cost was 945,036,820 won. Out patient clinic using time per year were 12.7, medical cost was 42,128,870 won, productivity lost cost was 91,252,728,000 won. According to this study, athropathy disease could affect to medical cost increasing and productivity decreasing, therefore I suggest that exercise and management for decreasing athropathy disease.

• The Journal of the Convergence on Culture Technology
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• v.4 no.4
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• pp.187-199
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• 2018

In this study, only 2,877 men, 2,614 men (44.6%), and 143 women (2.3%) were selected as the subjects who were over 18 years old in response to the health consciousness of the Korean medical panel data in 2012. Emergency of smokers through medical use and medical expenditure data by smoking. The social costs were estimated through medical expenses according to the number of hospitalization and outpatient medical use. The social cost was calculated by summing the social expenditure on health care costs, insurer (corporation) costs, copayment, non - salary, and productivity costs by adopting the social perspective established by the health economist Rice (1968). The rate of annual emergency medical use by smoking status is 7.5% for smokers per 100 people, 9.8 times for use, and 809,003 won for social expenses. The annual rate of hospitalization per 100,000 population by smoking status was 9.6% for smokers per 100 population, 9 times for use, The social cost is 706,870 won. Annual smoking rate by smoking status was 68.6% for smoking, 9 cases for annual medical use,

• Journal of Korean society of Dental Hygiene
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• v.21 no.3
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• pp.245-253
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• 2021

Objectives: The objective of this paper was to estimate a South Korean's lifetime dental expenditures for periodontitis. Methods: For our study, we collected data from the Korea Health Panel Survey (KHPS), from 2010 to 2016. The outpatient dental care data of 1,919,608 samples of periodontitis were extracted using R version 3.0 and estimations of lifetime dental expenditures for them were generated using Excel. Results: Over 50% of the lifetime dental expenditure of South Koreans was spent for periodontitis, and incurred after the age of 40. The results showed that an estimate of average per capita lifetime dental expenditure for men (approximately 13 million won) was greater than that for women (approximately 8.8 million won) for periodontitis. Conclusions: Efficient methods for the prevention and management of periodontitis are necessary, and a new paradigm of health care system is required to reduce dental expenditure through its prevention.

• Fire Science and Engineering
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• v.28 no.3
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• pp.80-86
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• 2014

Based on 2009 Korea Health Panel, this study investigated socio-economic and clinical characteristics associated with emergency medical transport use, and analyzed a simple predictive model of emergency medical transport use. Analysis results were summarized as follows: First, emergency medical transports such as 119 ambulance were more used than private cars, taxis, or walk-in. Second, between a user group and a non-user group of emergency medical transports, there were statistically significant differences in age, the level of education, family composition, house type, household income, the relationship with the head of household, insurance types, the presence of handicap, the presence of chronic disease, reasons to emergency medical service use, and treatment after emergency medical service completed. Third, age, household income, the presence of handicap, reasons to emergency medical service use, and treatment after emergency medical service completed were statistically significant predictors associated with emergency medical transports use. To improve emergency medical service system, the characteristics and predictors associated with emergency medical transports are more concerned.

• Journal of Digital Convergence
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• v.11 no.10
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• pp.609-618
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• 2013

This study aims to identify utilization status of medical care and factors to affect quality of life in diabetes mellitus patients. The research selected 6,146 adults aged over 50, who appeared with EQ-5D, from the Korean health panel. We analyzed states of medical care utilization using descriptive statistics. Multiple regression analysis was used to examine the main factors associated with quality of life in diabetes patients. The result shows that quality of life(EQ-5D) in diabetes is significantly associated with gender, age, insurance type, education level, household income, diabetes ambulatory medical cost and the number of ambulatory medical utilization for other diseases. Females, higher age, lower levels of education, medicaid, the lower household income, the higher diabetes ambulatory medical cost, and the higher the number of ambulatory medical utilization for other diseases were the significant factors of lower quality of life. Therefore, it is necessary to develop effective social programs and individualized approach to improve the quality of life in diabetes patients. In the future, these findings can be used as important data for health care policy and assessment.

• 한국노년학
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• v.39 no.3
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• pp.467-484
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• 2019

The purpose of this study is to explore latent classes of longitudinal medical expenses of older people and to analyze its predictors and its effects on subjective health. Among participants of the Korean Health Panel, the sample of this study includes 1,119 people who is 65-year-old or older and reported their medical expenses for nine consecutive years. The analyses were conducted in three steps. First, Growth Mixture Model (GMM) was applied to find distinct subgroups showing similar patterns in medical expenses. The results showed four groups which were classified as high medical expenditure maintenance group, medical expenditure increase group, low medical expenditure maintenance group, and medical expenditure reduction group. Second, the multinominal logistic regression found that the presence of spouse, economic participation, the number of chronic diseases, and the type of health insurance were significant predictors of latent classes in medical expenses. In particular, the greater the number of chronic diseases, the higher the likelihood of belonging to the high medical expenditure maintenance group. In addition, medical benefit recipients are more likely to belong to the low medical cost maintenance and medical cost reduction groups. Third, multiple regression analysis revealed that the older people in the groups with low or reducing expenses reported better subjective health than people with higher expenses. This study has its meanings in exploring the heterogeneity in longitudinal medical expenses among older people and its predictors and its associations with health outcome. The results of this research provide background information in establishing public health policy for older people.

• The Journal of the Convergence on Culture Technology
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• v.3 no.2
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• pp.21-30
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• 2017

This study investigated the total annual direct cost of cerebrovascular disease patients. For this study, 265 respondents who answered that they used more than one emergency, inpatient, and outpatient services for cerebrovascular disease during the year of 2012 among Korean medical panel investigators in 2012 were included. In general, patients with cerebrovascular disease responded to cerebrovascular disease among Korean medical panel respondents in 2012. Percentage of respondents using inpatient and outpatient services. Total direct cost was calculated. According to the results of the study, the per capita annual medical expenditure per person is about 561,934 won, 669,557 won for men and 448,696 won for women. In the case of health insurance subscribers, the per capita self burden due to cerebrovascular disease averaged 634,459 won and the medical benefit recipients 160,236 won. The average total direct cost of 265 people with cerebrovascular disease is about 162,165,690, 193,223,955 won for men and 129,486,685 for women. The total direct cost per person due to cerebrovascular disease was 183,095,125 won and the medical benefit recipient was 46,241,705 won. According to household income, the highest rate of 672,268 won in the third income group of the household income, and 108,970,650 won in the fifth income group, the lowest total direct cost of the patients with cerebrovascular disease.

• The Korean Journal of Health Service Management
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• v.8 no.2
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• pp.101-113
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• 2014

This paper examined the effects of private health insurance(PHI) on the health care utilization among the Korean. The used data was the three waves of Korea Health Panel (2008, 2009, 2010), and the number of subjects was 13,951 persons. Authors employed two-stage least square panel model where the instrument variables for controlling for endogeneity of PHI were number of insurance planner per 100,000 in resident area and whether subject worked on financial profession. The results showed that healthcare expenditure of outpatients who purchasing PHI was higher than that of outpatients without PHI, and there was no difference in admission between the two groups. This article recommended the Korean government to monitor the effects of PHI on the health care utilization in order to improve the efficiency of health care finance.

• Journal of the Korea Convergence Society
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• v.8 no.1
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• pp.221-229
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• 2017

The purpose of this study is to identify the convergence factors affecting the unmet health needs of the indigent elderly. The data the study is the Korean medical panel of 2011 and the parameters belonging to each factors were selected based on the Anderson model. We analyzed the general characteristics using frequency analysis and the correlations between variables using cross analysis. Finally, logistic regression analysis was conducted to examine the factors affecting unmet health needs. The indigent elderly with no education and elementary school graduates were 1.5 times more likely to experience unmet health needs than the poverty elderly with high school graduates. The indigent elderly who does not work for income, who were employers and self-employeds were 1.5 times more likely to experience unmet health care need than unpaid family workers. The indigent elderly with disabilities in activites of daily living were 2.9 time more likely to experience unmet health care needs than the indigent elderly with no disability in activites of daily living. The results of this study confirm that the increase in the economic burden of medical care for the indigent elderly can lead to the unmet health needs.