데이터 전 처리를 통한 의료패널 데이터 분석 : 건강검진의 개인특성을 중심으로
Medical Panel Data Analysis Through Data Pre-processing : Focusing on Activities for Health Management
1
조회
0
다운로드
4
인용
0
참고문헌
키워드
초록
본 연구는 개인 특성에 따른 건강검진과 민간보험 이용 행태를 파악하기 위한 것이다. 한국보건사회연구원과 건강보험관리공단에서 제공하는 한국의료패널 데이터를 전 처리 과정을 거쳐 변환한후, 개인의 사회적, 경제적, 건강요인에 따른 이용 행태를 STATA 10.0으로 분석하였다. 연구결과, 만성질환자와 경제적으로 여유있는 계층이 건강검진을 많이 이용하고, 민간보험 가입에는 가구소득 및경제활동 등 경제적 요인이 주요 영향요인으로 분석되었다. 그리고 건강을 우려하는 그룹이 건강검진을 적극적으로 이용할 것이라는 예측과 달리 건강하다고 인식하는 그룹에서 건강검진을 많이 이용하는 것으로 파악되었다
Abstract
This study is to examine the personal characteristics, such as economic, health, social prospects and helath-scan or private insurance usage. Methods: The data used in this study were collected from Korea Health Panel, and testified using regression in STATA 10.0. Results: According to the results of the study, chronic illness and wealth group more use healthscan service than the opposite, and economic factors are related to taking of private health insurance. Also, it show that the healthy group more use the health-scan service than unhealthy group.
참고문헌 (15)
- M. Hurd, "The Predictive Validity of Subjective Probabilities of Survival", The Economic Journal, 112(482), pp.966~985 (1997)
- D. M. Cutler, "Handbook of health economics, Vol.1", pp.563~643 (2000)
- M. Rodriguez, "The effect of private insurance access on the choice of GP", specialist and Public, Health Economics, pp.2004, 13(7)[DOI]
- S. Ettner, "Adverse selection and the purchase of Medigap insurance by the elderly", Journal of Health Economics, 16(5), pp.543~562 (1997)
- M. F. D'Souza, "Hyposensitization with Dermatophagoides pteronyssinus in house dust allergy : a controlled study of clinical and immunological effects", Clin Allergy, 3(2), pp.177~193 (1973)
- G. Bordage, "Elaborated knowledge : a key to successful diagnostic thinking", Academic Medicine, 69(11), pp.883~885 (1994)
- K, Hansook, "A Study on the Efficiency of Health Screening Policy by Comparing Characteristics of Private and National Screening Users", pp.2010
- G. Eunsu, "A Study on the Contents Analysis and Improvement of the Comprehensive Health Check-up Center", Journal of Family Medicine, 12(7), pp.153~154 (1991)
- J. P. Newhouse, "Patient's At Risk : Health Reform and Risk Adjustment", Health Affairs, 13(1), pp.133~146 (1994)
- M. Matsaganis, "The threat of ‘'cream skimming’'in the post-reform NHS", Journal of health economics, 13(1), pp.31~60 (1994)
- S. youngjeon, "Social dynamics" (2003), Hanwool Academy
- J. Fleury, "The Social Ecological Model and Physical Activity in African American Women", American Journal of Community Psychology, 37(1-2), pp.129~140 (2006)
- J. G. Grzywacz, "Social Inequalities and Exercise during Adulthood : Toward an Ecological Perspective", Journal of Health and Social Behavior, 42, pp.202~220 (2001)
- L. F. Berkman, "Social Epidemiology" (2000), Oxford University Press
- LaForge K, "How 6organizations developed tools and processes for social determinants of health screening in primary care : an overview", J Ambul Care Manage, 41(1), pp.2~14 (2018)