• Title/Summary/Keyword: 자동차보험

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Various modeling approaches in auto insurance pricing (다양한 모형화를 통한 자동차 보험가격 산출)

  • Kim, Myung-Joon;Kim, Yeong-Hwa
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.3
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    • pp.515-526
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    • 2009
  • Pricing based on proper risk has been one of main issues in auto insurance. In this paper, we review how the techniques of pricing in auto insurance have been developed and suggest a better approach which meets the existing risk statistically by comparison. The generalized linear model (GLM) method is discussed for pricing with different distributions. With GLM approach, the distribution of error assumed plays an main role for the best fit corresponding to the characteristics of dependent variables. Tweedie distribution is considered as one of error distributions in addition to widely used Gamma and Poisson distribution. With these different types of error assumption for estimating the proper premium in auto insurance, various modeling approaches are possible. In this paper, various modeling approaches with different assumptions for estimating proper risk is discussed and also real example is given by assuming different.

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Analysis of the propensity of medical expenses for auto insurance patients by type of medical institution (의료기관 종류별 자동차보험 환자의 진료비 성향 분석)

  • Ha, Au-Hyun
    • Journal of Convergence for Information Technology
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    • v.12 no.2
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    • pp.184-191
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    • 2022
  • This study aims to provide basic information necessary to find an efficient management plan for patients using auto insurance. The analysis was conducted on the five-year auto insurance medical expenses review data registered in the health care bigdata Hub from 2016 to 2020. As a result of the analysis, the number one composition ratio of auto insurance inpatient treatment expenses was treatment and surgery fees for Certified tertiary hospitals, hospitalization fees for general hospitals, hospitals and clinics, and treatment and surgery fees for oriental medical institutions and dental hospitals. outpatient treatment expenses was doctor's fee for medical institution, treatment and surgery fees for oriental medical institutions and dental hospitals. The ratio of medication, anesthesia, and special equipment significantly affected the cost of inpatient. And the ratio of physical therapy significantly affected the cost of outpatient.

Problems of National Medical Expenses Management in Korea (한국 국민의료비 관리의 문제점 분석 : 건강보험, 산재보험, 자동차보험을 중심으로)

  • Lee, Yong-Jae
    • The Journal of the Korea Contents Association
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    • v.11 no.4
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    • pp.263-272
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    • 2011
  • The purpose of this study is suggesting proper management methods for the national health expenditures by considering advanced countries and analysing the problems of national health expenditures management in korea. The majors results of the research are as follows. First, most advanced countries is integrating the management of national health expenditures about health insurance, workmen's accident compensation insurance and auto insurance etc, and medical prices and benefit standards are same regardless of insurance type. Second, national health expenditures has been managing separately by national health systems in korea, and there are many problems like the differences medical expenditure review and payment, medical prices and benefit standards etc. Although same symptoms and disease, there is great difference in health service utilization. Hereafter, management system of national health expenditures must be integrated, and must change same medical prices and benefit standards.

An Empirical Study on the Determinants of Trust for the Insurance Industry : a case of China (보험소비자의 보험업 신뢰 결정요인 : 중국 사례 연구)

  • Nam, Sang-Wook
    • Journal of Digital Convergence
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    • v.12 no.2
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    • pp.211-221
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    • 2014
  • The study aims to estimate the determinants of policyholder's trust for the Chinese insurance industry by structural equation model. In particular, differences in determinants of trust among Chinese life insurance and auto insurance were derived from the latent mean and multi group analysis. The result shows the most effective determinants of trust were honesty, followed by credibility which shows the compensation ability of insurance company. However, benevolence is not influence statistically on the determinants of trust of both life insurance and auto insurance. Moreover, the policyholder's trust for the insurance industry was later extended to relationship commitment such as renewal and recommendation intentions. Especially, the linkage between the level of trust and relationship commitment was the strongest in life insurance than auto insurance. Even though the result is differ based on types of insurance, in order for the insurance industry to grow stably it is importance to get trust from policyholder.

Using Generalized Additive Partial Linear Model for Constructing Underwriting System (언더라이팅 시스템 구축을 위한 일반화가법부분선형모형의 활용)

  • Ki, Seung-Do;Kang, Kee-Hoon
    • The Korean Journal of Applied Statistics
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    • v.22 no.6
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    • pp.1215-1227
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    • 2009
  • Underwriting refers to the process that the insurance company measures the potential risk of the future clients and decide whether insuring them with current premium. Although the traditional underwriting system used in Korean automobile insurance market is easy to understand, it is not based on a reliable statistical procedure. In this paper, we propose to apply the generalized additive model into construction of underwriting system, which is based on statistical analysis. We use automobile insurance data in Korea and apply our approach to the data. The results from the empirical analysis would be useful even for determining the significance of each variable in calculating automobile insurance premium.