• 제목/요약/키워드: 보건의료행정

검색결과 703건 처리시간 0.027초

소규모 지역간 결핵관리사업 성과에 대한 시계열분석 - 전국 234개 시.군.구 보건소의 환자등록자료를 중심으로 - (Time Series Analysis on Outcomes of Tuberculosis Control and Prevention Program between Small Areas in Korea - with Patient Registry Data of 234 City.County.District Public Health Centers -)

  • 김춘배;최헌;신계철;박종구;함수근;김은미
    • Tuberculosis and Respiratory Diseases
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    • 제48권6호
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    • pp.837-852
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    • 2000
  • 연구배경 : 이 연구는 우리나라 각 기초자치단체에서 발행하는 "통계연보" 등을 활용하여 결핵관리사업의 성과를 결핵예방사업, 환자발견 및 지속관리사업, 그리고 결핵 치료사업 측면에서 소규모 지역간 사계열분석 모형에 의해 연도별 인구천명당 결핵등록률 및 결핵 치료순응도 등의 성과지표로 산출하여 비교분석하고 이에 영향을 미치는 요인을 규명하고자 하였다. 방법 : 전국 234개 시 군 구 기초자치단체별로 발간된 "통계연보"나 광역자치단체별 "통계연보"를 원주시청 행정자료실, 강원도청 행정자료실, 통계청 민원실 등을 방문, 1980년도부터 2000년도까지 순차적으로 열람하여 결핵관리사업등 관련 정보를 지난 1년여동안 추적 조사하였다. 결핵관리사업의 성과지표인 연도별 결핵유병률 등을 산정, 이를 종속변수로 하여 다중 희귀모형을 구축하여 Micro TSP와 SAS 패키지를 이용하여 확률론적안 시계열분석을 하였다. 결과 : 1998년까지의 지역별 현황을 비교하면, 인구지표 중 인구이동률을 제외한 나머지 변수들의 경우 모두 구지역, 시지역, 군지역의 순으로 유의하게 감소하였다. 사회 경제학적 지표로는 인구천명당 자동차 등록대수, 지방세, 담배소비세 모두 시 군 구지역간에 유의한 차이를 보였다. 또한 보건의료지표는 시 군 구지역간 인구천명당 의사수 및 병상수 모두 통계적으로 유의하게 지역 규모의 크기에 따라 감소하였다. 지역별 관련 결핵지표의 시계열 분포의 변화를 비교하면, BCG접종률의 경우 1980년부터 1984년까지 약간의 증가 추세를 보이다가 그 이후 1993년도까지는 일정한 평형 수준 (plateau state) 을 유지한 이후 다시 감소추세를 보였다. 1985년 이전에는 시지역이, 1985년 이후에는 군지역의 접종률이 타지역에 비해 유의하게 높았다. 폐결핵양성자수 시점유병률, 폐결핵 음성자수 시점유병률 및 결핵사망률의 분포를 보면, 세가지 결핵지표 모두 1981년 이후 지속적으로 감소하는 영향을 보여주되, 군지역이 가장 높았고 시간이 경과할수록 시 군 구지역간 차이도 점차 줄어들었다. 이는 지역 특성상 민간의료기관의 분포가 적은 군 지역에서의 결핵등록 및 관리사업이 상대적으로 시 구(광역도시)지역보다 보건소 중심으로 용이하게 운영되어지고 있음을 시사한다. 결핵 치료순응도의 경우 기간유병률이나 사망률과는 반대로 1982년 이후 점차 증가하는 추세였다. 결론 : 이 연구결과는 현재 보건소 중심으로 관리되어 매년 집계, 보고, 발간되는 시 군 구 기초자치단체별 "통계연보"의 결핵보건사업 결과정보에 대한 이용의 실증연구에 해당된다. 따라서 지난 제7차까지 시행해 오던 전국결핵실태조사 대신에 향후 시행될 결핵정보 감시체계 운영등의 기초자료로서 가능성을 제공해주고 있다. 결국 이를 바탕으로 결핵관리사업과 관련 지역 특성에 맞는 지역보건의료계획 수립의 기초자료 및 정부의 국가결핵보건사업 기획의 근거를 제공함으로써 결핵관리 대책 수립시 우선순위 결정과 예산배분, 기대효과 산정에 필수적인 정보로 활용되기를 기대한다.

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50세 이상 천식 환자의 인플루엔자 백신 접종률 및 관련 요인 (The Estimated Proportion for Influenza Vaccination and Related Factors in Korea Adults Aged 50 and Older with Asthma)

  • 최보영;변경향
    • 한국학교ㆍ지역보건교육학회지
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    • 제19권3호
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    • pp.15-27
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    • 2018
  • Objectives: This study aims to investigate the estimated proportion for influenza vaccination and to identify factors associated with influenza vaccination in Korean adults aged 50 and older with asthma. Methods: Data from 2010-2015 Community Health Survey(n=23,662) was used. A chi-square test was performed to investigate the estimated proportion for influenza vaccination, and a multiple logistic regression analysis was used to identify the factors associated with self-reported influenza vaccination. Results: In men, 42.3-49.5% of asthma patients 50-64 years of age, and 78.5-90.2% of elderly (over 65 years of age) asthma patients received influenza vaccination. In women, 49.7-61.9% of asthma patients 50-64 years of age, and 82.7-89.7% of elderly asthma patients received influenza vaccination(p<0.0001). Low education level, non-smoking, non-drinking, hypertension, diabetes and use of public center were related to high influenza vaccination in 50-64 years old men with asthma. Low education level, non-smoking, bad health status, hypertension, diabetes and use of public center were related to high influenza vaccination in 50-64 years old women with asthma. Non-smoking and use of public center were related to high influenza vaccination in over 65 years old men with asthma. White-collar jobs, smoking, absence of hypertension and use of public center were related to low influenza vaccination in over 65 years old women with asthma. Conclusions: Influenza vaccination remains relatively low in asthma patients 50-64 years of age. It is necessary to recommend vaccination to asthma patients, provide them with information, and devise other strategies to improve vaccination.

기혼남성과 여성의 건강행태 및 건강 관련 삶의 질에 관한 연구 (Health Behavior and Health Related Quality of Life of married Males and Females)

  • 정유림;한삼성
    • 근관절건강학회지
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    • 제30권3호
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    • pp.147-156
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    • 2023
  • Purpose: This study examines the health behavior and health-related quality of life (HRQOL) among married men and women, utilizing data from the Korean National Health and Nutritional Examination Survey, encompassing 4,217 subjects. Methods: A multiple regression model was employed to analyze the data. Results: Married men demonstrated a significantly good relationship between HRQOL and perceived health state (β=.32, p<.001), while married women showed a similar relationship with perceived health state (β=.38, p<.001). Additionally, married men demonstrated significantly neutral relationship between HRQOL and perceived health state (β=.30, p<.001), as did the married women (β=.38, p<.001). Both married men (β=-.11, p<.001) and married women (β=-.08, p<.001) were found to experience depression. oreover, the HRQOL in married men was positively associated with private health insurance (β=.08, p=.001), and the same trend was observed in married women (β=.10, p<.001). Married men with unmet medical needs showed a negative association with HRQOL (β=-.08, p<.001), and married women with unmet medical needs showed a similar negative association (β=-.12, p<.001). Furthermore, outpatient medical use(2 weeks) was negatively associated with HRQOL in both married men (β=-.07, p=.001) and married women (β=-.07, p<.001). Moreover, married women displayed a significant negative association between HRQOL and the prevalence of obesity(β=-.04, p=.048) and stress (β=-.05, p=.009) and a positive association with aerobic exercise (β=.04, p=.027). Conclusions: This study suggests that health behavior significantly influences the HRQOL among married men and women. The findings of this study can guide policymakers in developing strategies to improve health behavior and HRQOL within households.

보건진료소 고혈압 관리사업의 실태 (A Study on Hypertension Management of Community Health Practitioner Posts)

  • 권명순
    • 농촌의학ㆍ지역보건
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    • 제28권2호
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    • pp.155-169
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    • 2003
  • 본 연구는 농촌지역의 고혈압 관리실태를 파악하기 위하여 전국의 보건진료소 1,849개소를 모집단으로 하여 비례층화표출법에 의해 700개소의 보건진료소를 선정하여 자가보고식 설문지를 2003년 3월 13일부터 5월 13일까지 두 달간 실시하여 수집된 205개의 설문지를 분석하여 다음과 같은 결론을 얻었다. 첫째, 보건진료원의 평균 연령은 42세였고, 근무경력은 11년에서 20년 사이가 62%를 차지하였고 20년 이상의 근무경력자도 17.2%로 나타났다. 교육수준은 간호대 3년제 졸업이 61.3%이고 대학원이상이 7.0%였다. 둘째, 조사대상지역의 생업별 지리적 특성은 농촌인 곳이 77.3%, 어촌이 14.7%이고, 행정적 관할인구는 501-1,000명이 44.3%였고, 실제적 관할인구는 501-1,000명이 53.3%였다. 65세 이상인구의 비율은 평균 26.7%이고, 담당하고 있는 리는 평균 4개이고, 마을건강원의 수는 평균 6명인 것으로 응답하였다. 셋째, 기타 고혈압 사업과 관련된 특성으로는 월평균 혈압측정자 비율은 평균 25.4%, 월평균 방문가구 중 고혈압 관리를 위해 방문하는 가구 비율은 평균 42.4%, 월평균 내소자 중에서 혈압으로 인해 보건진료소를 내소하는 비율은 평균 15.6%였다. 고혈압 사업을 하는데 있어서 운영협의회의 역할이 있다고 응답한 곳은 15.7%였고, 사업을 수행하는데 마을건강원이 도움된다고 응답한 곳이 52.7%이고 보건진료원 자신이 고혈압 사업을 수행하는데 능력이 충분하다고 응답한 곳이 76.2%였다. 보건지소와의 협조는 잘 된다고 한 곳이 43.4%, 안 된다고 한 곳이 56.7%인 것으로 나타났다. 넷째, 일반주민을 대상으로 한 고혈압환자 예방사업 중에서 보건교육과 관련된 항목 중 보건교육내용선정과 교육시간선정은 보건진료원의 판단 하에 결정하는 경우가 50% 이상이었고, 1년 동안 4회 이상의 보건교육을 실시하는 곳이 56.7%이며, 교육방법은 강의와 시청각 매체를 이용하고 주로 사용하는 시청각 매체는 비디오라고 83.6%가 응답하였다. 교육자료는 보건소에서 배부 받아 사용하는 경우가 64.5%였고 교육 후에 평가를 실시하는 곳은 22.1%였다. 고혈압환자 조기발견은 96.1%가 보건진료소를 내소하는 경우에 혈압측정을 통해 발견하였고, 89.3%는 가정방문을 통해 환자를 발견, 49.1%는 지역사회 보건의료기관 및 일반자원으로부터 의뢰를 통해 환자를 발견하였다. 그 외에 집단 행사를 통해 환자를 발견하는 경우는 39.5%이고, 기존 자료를 통해 환자를 발견하는 경우는 35.7%였다. 다섯째, 고혈압환자를 대상으로 한 고혈압환자 등록 및 관리사업에서 고혈압 환자만을 위해 전용기록지를 사용하는 곳이 35.6%이고, 50% 이상이 타의료기관에서 관리받는 환자까지 보건진료소에 등록해서 관리하고 있었다. 고혈압관리수첩은 사용하지 않는 경우가 34.8%였고 고혈압환자 관리를 위해 전산프로그램을 사용하는 경우는 68.5%이고, 사용용도는 월보작성이나 환자치료 및 추구관리를 위해 사용한다고 60%이상이 응답하였고 10.6%는미치료자를색출하는데사용한다고응답하였다. 여섯째, 모든 의뢰환자에게 의뢰서를 발급하는 경우가 22%이고, 반드시 회신서를 확인해서 환자기록지에 보관하는 경우가 26.2%였다. 그외에 민간의료기관과의 공식적, 비공식적인 의뢰체계를 구축한 곳이 64.7%였다. 고혈압환자 치료 및 추구관리에서 투약관리와 혈압 상태관리는 95% 이상이 수행하고 있었으나 생활요법 중에서 스트레스나 비만관리, 식이관리는 약 7%정도가 전혀 확인을 안 하고 있다고 응답하였다. 또한 작년 한해 동안 고혈압환자 및 가족을 대상으로 교육을 실시한 경우가 약 30%였고, 고혈압 환자만을 대상으로 교육을 실시한 곳은 70.7%였다.

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장애인 건강주치의 시범사업 수요자의 등록 및 이용수준 영향 요인 분석 (Factors Affecting the Registration and Access Levels of the Pilot Project for the General Physician System among People with Disabilities)

  • 최은희;구여정;임승지
    • 보건행정학회지
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    • 제34권2호
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    • pp.185-195
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    • 2024
  • 연구배경: 장애인의 일상적 건강관리 미흡과 낮은 의료접근성으로 인해 다양한 건강문제 발생 및 과다한 의료비 지출 부담이 발생하고 있다. 이에 "장애인건강권법"에 근거하여 2018년 장애인 건강주치의제도 시범사업을 시행하였으나 2021년 기준 전체 중증장애인 중 시범사업 참여자는 0.2%에 불과하다. 이에 본 연구는 수요자의 장애인 건강주치의 참여 활성화를 위한 시사점을 얻고자, 시범사업 등록 여부와 시범사업 이용수준의 영향요인을 규명하고자 하였다. 방법: 2018년 5월 30일부터 2021년 12월 31일까지 시범사업 정보와 국민건강보험 데이터를 연계하여 이분형 로지스틱 회귀분석과 위계적 다중회귀분석을 통해, 장애인건강주치의 참여 장애인의 시범사업 등록 및 서비스 이용횟수에 영향을 미치는 요인을 분석하였다. 독립변수는 장애유형, 인구사회경제학적 특성과 건강상태(만성질환의 개수, 찰슨동반상병지수(Charlson comorbidity index [CCI]), 외래민감질환 및 복약불순응과 다제약제관리 필요의 해당 여부), 시범사업 서비스 이용 관련 변수를 포함하였다. 결과: 시범사업의 등록 여부에 영향을 주는 요인 분석결과, 주장애관리 가입 대상에 해당하는 장애유형(지체, 뇌병변, 시각, 지적, 정신, 자폐성 장애인)이 그 외 장애유형(odds ratio [OR], 4.157)보다, 군 지역 거주자보다 특별광역시 거주자(OR, 4.330)와 시 지역 거주자(OR, 3.332)가 시범사업에 등록할 확률이 높았으며, CCI와 만성질환 개수와 같은 건강수준의 영향도 있었다. 그러나 주치의 서비스 이용수준의 결정요인으로 참여자의 인구사회학적 특성(장애유형, 연령, 의료보장 형태, 거주지역)과 건강수준(만성질환 개수, CCI) 등 개인적 요인보다 시범사업 서비스 가입 형태에 해당하는 변수군(수요자가 등록한 주치의의 소속 및 서비스 유형)이 더 높은 설명력(20.4%)을 보였다. 결론: 수요자의 장애유형과 지역과 건강수준에 따른 시범사업의 참여 편차를 고려하여 향후 서비스 개발이 필요하며, 수요자의 서비스 이용수준에 공급자의 요양기관 형태나 서비스 유형의 영향력이 큰 바 향후 공급자의 참여 양상과 수요자의 참여수준과의 관계를 분석하는 연구가 필요할 것이다.

공공 빅데이터를 이용한 치매 노인 사망장소의 결정요인: 지역보건의료자원의 영향 (Impact of Community Health Care Resources on the Place of Death of Older Persons with Dementia in South Korea Using Public Administrative Big Data)

  • 임은옥;김홍수
    • 보건행정학회지
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    • 제27권2호
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    • pp.167-176
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    • 2017
  • Background: This study aimed to analyze the impact of community health care resources on the place of death of older adults with dementia compared to those with cancer in South Korea, using public administrative big data. Methods: Based on a literature review, we selected person- and community-level variables that can affect older people's decisions about where to die. Data on place-of-death and person-level attributes were obtained from the 2013 death certification micro data from Statistics Korea. Data on the population and economic and health care resources in the community where the older deceased resided were obtained from various open public administrative big data including databases on the local tax and resident population statistics, health care resources and infrastructure statistics, and long-term care (LTC) insurance statistics. Community-level data were linked to the death certificate micro data through the town (si-gun-gu) code of the residence of the deceased. Multi-level logistic regression models were used to simultaneously estimate the impacts of community as well as individual-level factors on the place of death. Results: In both the dementia (76.1%) and cancer (87.1%) decedent groups, most older people died in the hospital. Among the older deceased with dementia, hospital death was less likely to occur when the older person resided in a community with a higher supply of LTC facility beds, but hospital death was more likely to occur in communities with a higher supply of LTC hospital beds. Similarly, among the cancer group, the likelihood of a hospital death was significantly lower in communities with a higher supply of LTC facility beds, but was higher in communities with a higher supply of acute care hospital beds. As for individual-level factors, being female and having no spouse were associated with the likelihood of hospital death among older people with dementia. Conclusion: More than three in four older people with dementia die in the hospital, while home is reported to be the place of death preferred by Koreans. To decrease this gap, an increase in the supply of end-of-life (EOL) care at home and in community-based service settings is necessary. EOL care should also be incorporated as an essential part of LTC. Changes in the perception of EOL care by older people and their families are also critical in their decisions about the place of death, and should be supported by public education and other related non-medical, social approaches.

윤리적 쟁점을 중심으로 한 보건의료정책 변화의 고찰 (A Review on the Change of Health Policy Based on Ethical Issues)

  • 이동현;김소윤;손명세
    • 보건행정학회지
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    • 제28권3호
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    • pp.222-225
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    • 2018
  • Health policy is a historical product in the process of development, including the political and economic factors of the state as well as the social and cultural elements of the country. Bioethics began to debate the ethical questions that arise in the overall process of life's birth and death, and gradually evolved by presenting ethical directions for various social phenomena. Especially, according to the moral awakening of 'scientific medicine' which caused in some human problems in the rapidized scientific society from the late 19th century to the early 20th century, as a result of distress including the concept of various social relations, it is possible to say that it has reached the bioethics. Although health policy and bioethics are different in terms of starting and concept, they can be found in common with social, cultural, and political diversity in the times. In 2004, 'Bioethics Law' was enacted through the issue of research ethics in the life sciences. Therefore, in order to examine ethical aspects of current health policy direction and major issues, it can be divided into before and after enactment of 'Bioethics Law' in 2004. The authors would like to examine how the evolution of the ethical viewpoint on the health policy has changed in line with the enactment of the 'Bioethics Law' and how it is trying to solve it from an ethical point of view. Through the various events that took place in the 1990s and the 2000s, various discussions on bioethics were conducted in Korea. Prior to the enactment of the 'Bioethics Law,' ethical judgments of professions, distribution of healthcare resources, if the discussion focused on the ethical judgment of abortion, and the various events that appeared in the early 2000s became the beginning to inform that the ethical debate about the life, death, and dignity of human beings began in earnest in Korea with the enactment of the 'Bioethics Law.' Since then, 'Hospice and Palliative care Law' which was enacted in 2017, is based on the fact that the health policy of our country focuses on the treatment of the past diseases, health promotion, and delivery of health care services. It was an opportunity to let them know that even the quality problems were included. Therefore, considering the various circumstances, the ethical issue facing Korea's health care system in the future is the change of the demographic structure due to aging and what is to be considered as the beginning and the process of life in the overall process of life. It is the worry about how to die and when it sees as death. This has far exceeded the paradigm of traditional health care policies such as disease prevention and management and health promotion, and calls for innovative policy response at the national level that reflects the new paradigm, which in many cases creates a predictable ethical environment. And health policy should be shifted in the direction of future ethical review considering sustainability in the development process of future health care rather than coercive management.

양.한방 상호보완 방안에 관한 인식도 연구 - 의사, 한의사 및 보건의료전문가간 비교를 중심으로 - (Cognitive Discrepancies of the Mutual Development Strategies of Western and Oriental Medicine in Korea - A Comparison between Western and Oriental Medical Practitioners and Health Professionals -)

  • 박종구;김춘배;조경숙;최서영;이종찬;이선동;전세일;김중호
    • 보건행정학회지
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    • 제10권4호
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    • pp.57-74
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    • 2000
  • This study is conducted to compare how the Western.Oriental medical practitioners and health professionals perceive reciprocal development strategies respectively of Western.Oriental Medicine in Korea. A total of 3,273 persons were questioned by direct distribution, e-mail, and mail with a self-developed questionnaire. Of those questioned, 362 responded (the response rate of 11.1%), and of them n persons (Western medical practitioners 206, Oriental medical practitioners 90, and health professionals 64) were analyzed with SPSS for Windows. The results were as follows: The need for legislation on the mutual development system for Western.Oriental Medicine was recognized by 66.9% (218 persons) of respondents. Among them, largest group who agreed with this need was the health professionals. Western medical practitioners chose the "the difference of approach methods on the diseases between Western.Oriental Medicine" as their response, and Oriental medical practitioners & health professionals selected "the indifference or bias of Western medical practitioners"as the reasons for the inactivity in developing a mutual system of Western.Oriental Medicine. Therefore, Western medical practitioners and health professionals selected the category of "the reformation of educational system", while Oriental medical practitioners selected the category of "the activation of joint research on Western.Oriental medical care" as the most important condition for setting a precedent. Also, Western medical practitioners preferred "cooperative health care system for Western medical care supported by Oriental medical care", but Oriental medical practitioners and health professionals preferred “cooperative health care system of Western.Oriental medicine on equal terms" In conclusion, Western '||'&'||' Oriental medical practitioners have to make every effort to close the gap between differing views through mutual understanding and respect if joint research of Western.Oriental medical care is to become a reality. The government should continuously enforce the health policy on development of a legal and systematic infrastructure for mutual development strategy of Western.Oriental Medicine in Korea.strategy of Western.Oriental Medicine in Korea.

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과학기술지식정보서비스의 보건의료 분야 연구·개발과제: 분포와 연구비용 비중 분석 (An Analysis of Heath-Related Research and Development Registered at the National Technical Information Services)

  • 고영곤;정태영;정혜주;차선화;유사라;조민진;차수진;문다슬;서지영;조규진
    • 보건행정학회지
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    • 제25권2호
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    • pp.71-79
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    • 2015
  • With the growth of aging population in Korea, a better care of chronic and other degenerative illnesses is urgently needed. Evidences suggest that this can be achieved through incorporating a wide range of care options, expanding beyond medical interventions. The aim of this study is to analyze the distribution of publically funded research to understand if the Korean research and development funding system matches various approaches and purposes to successfully tackle the chronic care needs of an aging society. We complied the list of funded projects to be analyzed by searching the National Technical Information Service database with key words such as aging society/senescence, chronic diseases, disability, and health promotion. Most projects were based on the biomedical approach with the purpose of establishing the etiology and clinical (treatment) interventions. Health promotion projects showed a distinctive distribution with more percentage of projects based on psycho-behavioral approaches while research on chronic diseases predominantly biomedical. It would be necessary to diversify publically-funded research projects to develop effective and efficient care technologies for the future.

체납된 건강보험료 징수 가능성 예측모형 개발 연구 (Development Study of a Predictive Model for the Possibility of Collection Delinquent Health Insurance Contributions)

  • 나영균
    • 보건행정학회지
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    • 제33권4호
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    • pp.450-456
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    • 2023
  • Background: This study aims to develop a "Predictive Model for the Possibility of Collection Delinquent Health Insurance Contributions" for the National Health Insurance Service to enhance administrative efficiency in protecting and collecting contributions from livelihood-type defaulters. Additionally, it aims to establish customized collection management strategies based on individuals' ability to pay health insurance contributions. Methods: Firstly, to develop the "Predictive Model for the Possibility of Collection Delinquent Health Insurance Contributions," a series of processes including (1) analysis of defaulter characteristics, (2) model estimation and performance evaluation, and (3) model derivation will be conducted. Secondly, using the predictions from the model, individuals will be categorized into four types based on their payment ability and livelihood status, and collection strategies will be provided for each type. Results: Firstly, the regression equation of the prediction model is as follows: phat = exp (0.4729 + 0.0392 × gender + 0.00894 × age + 0.000563 × total income - 0.2849 × low-income type enrollee - 0.2271 × delinquency frequency + 0.9714 × delinquency action + 0.0851 × reduction) / [1 + exp (0.4729 + 0.0392 × gender + 0.00894 × age + 0.000563 × total income - 0.2849 × low-income type enrollee - 0.2271 × delinquency frequency + 0.9714 × delinquency action + 0.0851 × reduction)]. The prediction performance is an accuracy of 86.0%, sensitivity of 87.0%, and specificity of 84.8%. Secondly, individuals were categorized into four types based on livelihood status and payment ability. Particularly, the "support needed group," which comprises those with low payment ability and low-income type enrollee, suggests enhancing contribution relief and support policies. On the other hand, the "high-risk group," which comprises those without livelihood type and low payment ability, suggests implementing stricter default handling to improve collection rates. Conclusion: Upon examining the regression equation of the prediction model, it is evident that individuals with lower income levels and a history of past defaults have a lower probability of payment. This implies that defaults occur among those without the ability to bear the burden of health insurance contributions, leading to long-term defaults. Social insurance operates on the principles of mandatory participation and burden based on the ability to pay. Therefore, it is necessary to develop policies that consider individuals' ability to pay, such as transitioning livelihood-type defaulters to medical assistance or reducing insurance contribution burdens.