Pricing for longevity risk in long-term care insurance

被引:0
|
作者
Lazoglu, Cigdem [1 ]
Buyukyazici, Murat [1 ]
机构
[1] Hacettepe Univ, Fac Sci, Dept Actuarial Sci, TR-06230 Ankara, Turkiye
来源
SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI | 2024年 / 42卷 / 01期
关键词
Long-Term Care Insurance; Monte-Carlo Simulation Method; Semi-Markov Process; Cox Proportional Hazard Rate; Frailty Model;
D O I
10.14744/sigma.2023.00149
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The increase in life expectancy due to improved health conditions in recent years has led to the longevity risk. This situation has caused an increase in the demand for health insurance over time, and the importance of long-term care insurance for older people which is designed to cover the long-term care needs has increased. In this study, longevity risk is investigated for the long-term care insurance with classified degrees of dependency. The long-term care insurance model is constructed by using Monte Carlo Simulation method according to two different scenarios: static structure in which the mortality rate does not change over time and dynamic structure in which the mortality rate changes depending on the increasing future life expectancy. The duration of dependency for long-term care insurance is modeled under the Weibull distribution of the semi-Markov process, which is explained by the Cox proportional hazard model and the frailty model. Probabilities of death and transition from a healthy state to a need of care state (dependent) are used from Turkey and France. Under the dependency structure, premiums for long-term care insurance and the reserve required to be allocated are calculated and the change in premiums with the effect of dependency is examined and it is concluded that the longevity risk caused more liability to the insurer.
引用
收藏
页码:260 / 272
页数:13
相关论文
共 50 条
  • [41] Does Long-Term Care Insurance Release the Unmet Long-Term Care Needs and Promote Long-Term Care Services? A Quasi-Experimental Study in China
    Zhang, Liangwen
    Li, Sicheng
    Fang, Ya
    INTERNATIONAL JOURNAL OF HEALTH PLANNING AND MANAGEMENT, 2025, 40 (03) : 646 - 654
  • [42] Analysis of Cooperative Game between Insurance Company and Care Institution in the Long-term Care Insurance
    Zhou, Haizhen
    2013 SIXTH INTERNATIONAL CONFERENCE ON BUSINESS INTELLIGENCE AND FINANCIAL ENGINEERING (BIFE), 2014, : 305 - 309
  • [43] Demand for life annuities, critical illness insurance, and long-term care insurance
    Wan, Cheng
    Bateman, Hazel
    Hanewald, Katja
    JOURNAL OF RISK AND INSURANCE, 2025,
  • [44] Can the government incentivize the purchase of private long-term care insurance? Evidence from the Partnership for Long-Term Care
    Greenhalgh-Stanley, Nadia
    APPLIED ECONOMICS LETTERS, 2014, 21 (08) : 541 - 544
  • [45] Long-Term Care: Risk Description of a Spanish Portfolio and Economic Analysis of the Timing of Insurance Purchase
    Guillen, Montserrat
    Pinquet, Jean
    GENEVA PAPERS ON RISK AND INSURANCE-ISSUES AND PRACTICE, 2008, 33 (04): : 659 - 672
  • [46] The effects of public long-term care insurance on the long-term care industry in China: a quasi-experimental study
    Zhongbin Huang
    Anqi Jian
    Jing Wang
    He Chen
    BMC Geriatrics, 25 (1)
  • [47] Application of survival analysis methods to long-term care insurance
    Czado, C
    Rudolph, F
    INSURANCE MATHEMATICS & ECONOMICS, 2002, 31 (03) : 395 - 413
  • [48] Determinants of long-term care insurance applications in South Korea
    Park, Sunhee
    Kim, Heejung
    Park, Chang Gi
    JOURNAL OF PUBLIC HEALTH, 2021, 43 (03) : 604 - 610
  • [49] Long-term care: Risk description of a Spanish portfolio and economic analysis of the timing of insurance purchase
    Montserrat Guillén
    Jean Pinquet
    The Geneva Papers on Risk and Insurance - Issues and Practice, 2008, 33 (4) : 659 - 672
  • [50] Analysis of Demand for Long-Term Care Insurance in Zhejiang Province
    Zhou Haizhen
    PROCEEDINGS OF THE 2011 CHINA INTERNATIONAL CONFERENCE ON INSURANCE AND RISK MANAGEMENT, 2011, : 238 - 245