• Journal of the Korean Data and Information Science Society
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• v.27 no.2
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• pp.419-427
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• 2016

To examine whether the effect on utilization of ambulatory dental care are associated with oral disease according to pack-years of smoking in Korean population. Using data from Korea Health Panel between 2008 and 2012, we analyzed 3,866 participants who were male and more than 20 years. Pack-years of smoking were significantly associated with utilization in ambulatory dental care after adjustment for age, marital status, family income, and chronic disease. Ambulatory dental visitation frequency has been estimated to increase by 6% when 10.0 pack-years of smoking increased. Especially, the smokers who had 20.0~29.9 and 30.0 or more pack-years of smoking in forties and fifties males were 25% and 52% respectively more than non-smokers in utilization of ambulatory dental care.

• The Journal of the Korea Contents Association
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• v.18 no.10
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• pp.507-517
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• 2018

This study is focused on analyzing the characteristics of repeat foreign tourists to Korea and suggest how to increase the repeat ratio. As the result of analysis, there were significant differences in the variables of sex, age, country in the case of demographic characteristics and in the variables of travel types, the number of company, the purpose of visit, accommodations, major visiting places and visiting areas in the case of travel characteristic. And also there were significant differences in the variables of accommodation fees per person and expenses per person in their own country in the case of travel expenses and in the variables of immigration formalities, public transportations, accommodations, foods, shopping, tourist attractions and security in the case of satisfaction. Lastly there were significant differences in the variables of revisit intention within 3 years, recommendation intention, the image of Korea(before trip) and the image of Korea(after trip) in the case of behavior intention after trip and image evaluation. Therefore it should be considered the characteristics of repeat foreign tourists when we make the tourism products to increase the repeat ratio.

• Health Policy and Management
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• v.34 no.2
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• pp.196-210
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• 2024

Background: In January 2018, revised elderly fixed outpatient copayment for the elderly were implemented. When people ages 65 years and older receive outpatient treatment at clinic-level medical institutions (clinic, dental clinic, Korean medicine clinic), with medical expenses exceeding 15,000 won but not exceeding 25,000 won, their copayment rates have decreased differentially from 30%. This study aimed to examine the changes of health utilization of elderly after revised elderly fixed outpatient copayment. Methods: We used Korea health panel data from 2016 to 2018. The time period is divided into before and after the revised elderly fixed outpatient copayment. We conducted Poisson segmented regression to estimate the changes in outpatient utilization and inpatient utilization and conducted segmented regression to estimate the changes in medical expenses. Results: Immediately after the revised policy, the number of clinic and Korean medicine outpatient visits of medical expenses under 15,000 won decreased. But the number of clinic outpatient visits in the range of 15,000 to 20,000 won and Korean medicine clinic in the range of 20,000 to 25,000 won increased. Copayment in outpatient temporarily decreased. The inpatient admission rates and total medical expenses temporarily decreased but increased again. Conclusion: We confirmed the temporary increase in outpatient utilization in the medical expense segment with reduced copayment rates. And a temporary decrease in medical expenses followed by an increase again. To reduce the burden of medical expense among elderly in the long run, efforts to establish chronic disease management policies aimed at preventing disease occurrence and deterioration in advance need to continue.

• Korean Journal of Social Welfare
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• v.68 no.3
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• pp.5-27
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• 2016

In this study, we examine differences in the children's medical utilization by family structure with a focus on single-mother and single-father families using data from the Korean Health Panel Survey, years 2008~2012. We also investigate whether the cause of transition into a single-parent household, whether coresidence with children's grandparents, and number of siblings are associated with children's use of ambulatory visits. The main findings of this study are as follows. First, children who grew up in single-father households had fewer ambulatory visits compared to those living with both parents after controlling for children's demographic characteristics and family backgrounds. Second, coresidence with grandparents was not associated with children's medical utilization. However, number of siblings was significantly and negatively correlated with the use of ambulatory visits. Third, children living with a divorced father had fewer medical utilization compared to those living with a widowed father, and coresidence with grandparents was positively associated with children's use of ambulatory visits. Our findings suggest that tailored policy supports would be more fruitful based on characteristics of single-parent households such as gender of parents, and the supports should also pay more attention to health care needs and medical utilization of children.

• Journal of agricultural medicine and community health
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• v.29 no.1
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• pp.195-206
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• 2004

Objectives: This study was conducted to investigate the patterns of medical utilization and factors affecting medical utilization of population living in islands of province of ChungCheongNam-Do. Methods: Demographic and socioeconomic state, medical utilization of 447 persons were surveyed from Sept. 9th to Sept. 18th, 2002. Results: In elder age group and lower educational group, the rate of medical utilization was high. As subjective health states get lower, the group used medical institution more(p<0.05). The group having more number of chronic diseases showed more medical utilization. And the group who needs 2 to 3 hours to reach to the medical institution showed high medical utilization(p<0.05). The factors having negative effect on using medical institution were economic concern and lack of proper clinic in the neighborhood. Conclusions: The lower economic level and the insufficiency of medical facilities on islands affect the utilization rate negatively. More accessible and effective medical systems for these population are expected.

• Korean Journal of Social Welfare Studies
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• v.43 no.2
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• pp.319-344
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• 2012

This study decomposed Concentration Index(CI) and Hiwv Index(HI) of medical care utilization by subgroups: sex, age group, and region. CI and HI were decomposed into "the between group" component, "within group" component, and a residual. The results of analysis are summarized as follows; First, there was no influence of sex on the equity of medical care utilization measured by the numbers of visiting clinic. However, "within group" component of female explained .0441 among HI, .1035. This means that poor women's underutilization of medical care is the important factor in determining its degree of equity. Second, age groups had a decisive effect on the equity of medical care utilization measured by the numbers of visiting clinic. they explained -.0085 among HI, -.0170. Third, internal equality within elderly group was the most important factor in determining HI measured by the medical care cost. Finally, "within group" component of urban area explained .0535 amomg HI, ,1035 measured by medical care cost. This indicated that the urban poor's underutilization of medical care was very important factor in explaining its degree of equity. There was the poor's underutilization of medical care within the groups as female, the elderly, and urban areas. This significantly explained the equity of medical care costs.

• Korea Journal of Hospital Management
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• v.22 no.1
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• pp.1-9
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• 2017

Purpose : Many studies showed that having a usual source of care improved the efficient access of healthcare service. However in Korea there have been few studies on the usual source of care. So this study aims to find whether having a usual source of care affect the medical utilization and expense. Methodology/Approach : We used the Korean Health Panel data in 2012, 2013 to examine the change of utilization and expenses in ambulatory care affected by having a usual source of care. We selected 1,215 hypertension patients without usual source of care in 2012 and performed linear regression analysis to identify the difference between treatment group(with usual source of care in 2013) and control group(without usual source of care in 2013). Then we performed analysis again separated by the age group. Findings : Among study population, 711(58.5%) reported that they have a usual source of care in 2013. Treatment group reported 1.85 less increase in outpatient visits and 69,234 won less increase in expense than control group with weak significance(visit ${\beta}$ -1.85 p-value 0.0807, expense ${\beta}$ -69,234 p-value 0.0541). People under the age of 65 showed significant change in outpatient visits for tertiary hospital (visit ${\beta}$ -0.78 p-value 0.0154, expense ${\beta}$ -91,462 p-value 0.0168). The analysis which focused outpatient for mild disease showed similar trend. Practical Implications : This study supports the positive effect of having usual source of care which decrease inefficient outpatient utilization. Promoting physician-patient relationships is important for efficiency of healthcare service.

• Korean Journal of Social Welfare
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• v.62 no.3
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• pp.83-108
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• 2010

This study aims to estimate the trajectory of outpatient medical service use and examine what factors are associated with the trajectory among older adults 60 and over with specific focuses on age variations. Using the first three waves of the Korean Welfare Panel Study data, the trajectory and predictors were examined through the Latent Growth Curve Modeling and age variations were examined through the Multi-group Comparison Analyses. The research model was developed based on the Anderson Model. The results showed that study participants tend to increase outpatient medical service use with years. Individuals 75 or younger presented a much faster increasing rate of medical service use than those 75 and over. Similar to the findings of the previous studies, most predisposing factors, resource factors, and needs factors were found to be associated with the trajectory of outpatient medical service use. Needs factors were more closely associated with the medical service use trajectory than resource factors. With regard to age variations in predictors, few significant age variations were found. Based on the finding of the study, implications and future research directions were discussed.

• 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.

• 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.