Analysis of cause-of-death mortality and actuarial implications

被引:2
|
作者
Kwon, Hyuk-Sung [1 ]
Vu Hai Nguyen [1 ]
机构
[1] Soongsil Univ, Dept Stat & Actuarial Sci, 369 Sangdo Ro, Seoul 06978, South Korea
关键词
actuarial model; annuity; cause-of-death mortality; life insurance; longevity risk; mortality risk; multinomial logistic regression model; MULTIPLE CAUSES; IMPACT;
D O I
10.29220/CSAM.2019.26.6.557
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Mortality study is an essential component of actuarial risk management for life insurance policies, annuities, and pension plans. Life expectancy has drastically increased over the last several decades; consequently, longevity risk associated with annuity products and pension systems has emerged as a crucial issue. Among the various aspects of mortality study, a consideration of the cause-of-death mortality can provide a more comprehensive understanding of the nature of mortality/longevity risk. In this case study, the cause-of-mortality data in Korea and the US were analyzed along with a multinomial logistic regression model that was constructed to quantify the impact of mortality reduction in a specific cause on actuarial values. The results of analyses imply that mortality improvement due to a specific cause should be carefully monitored and reflected in mortality/longevity risk management. It was also confirmed that multinomial logistic regression model is a useful tool for analyzing cause-of-death mortality for actuarial applications.
引用
收藏
页码:557 / 573
页数:17
相关论文
共 50 条
  • [1] MORTALITY ASSOCIATED WITH NOSOCOMIAL INFECTIONS - ANALYSIS OF MULTIPLE CAUSE-OF-DEATH DATA
    WHITE, MC
    [J]. JOURNAL OF CLINICAL EPIDEMIOLOGY, 1993, 46 (01) : 95 - 100
  • [2] Modelling cause-of-death mortality and the impact of cause-elimination
    Alai, Daniel H.
    Arnold , Severine
    Sherris, Michael
    [J]. ANNALS OF ACTUARIAL SCIENCE, 2015, 9 (01) : 167 - 186
  • [3] Forecasting Mortality Trends Allowing for Cause-of-Death Mortality Dependence
    Arnold , Severine
    Sherris, Michael
    [J]. NORTH AMERICAN ACTUARIAL JOURNAL, 2013, 17 (04) : 273 - 282
  • [4] Mortality Rates and Cause-of-Death Patterns in a Vaccinated Population
    McCarthy, Natalie L.
    Weintraub, Eric
    Vellozzi, Claudia
    Duffy, Jonathan
    Gee, Julianne
    Donahue, James G.
    Jackson, Michael L.
    Lee, Grace M.
    Glanz, Jason
    Baxter, Roger
    Lugg, Marlene M.
    Naleway, Allison
    Omer, Saad B.
    Nakasato, Cynthia
    Vazquez-Benitez, Gabriela
    De Stefano, Frank
    [J]. AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2013, 45 (01) : 91 - 97
  • [5] Joint models for cause-of-death mortality in multiple populations
    Huynh, Nhan
    Ludkovski, Mike
    [J]. ANNALS OF ACTUARIAL SCIENCE, 2024, 18 (01) : 51 - 77
  • [6] A forecast reconciliation approach to cause-of-death mortality modeling
    Li, Han
    Li, Hong
    Lu, Yang
    Panagiotelis, Anastasios
    [J]. INSURANCE MATHEMATICS & ECONOMICS, 2019, 86 : 122 - 133
  • [7] Mortality certification and cause-of-death reporting in developing countries
    Sibai, AM
    [J]. BULLETIN OF THE WORLD HEALTH ORGANIZATION, 2004, 82 (02) : 83 - 83
  • [8] A Cause-of-Death Decomposition of Young Adult Excess Mortality
    Remund, Adrien
    Camarda, Carlo G.
    Riffe, Tim
    [J]. DEMOGRAPHY, 2018, 55 (03) : 957 - 978
  • [9] MORTALITY ASSOCIATED WITH SYSTEMIC LUPUS ERYTHEMATOSUS IN FRANCE: A MULTIPLE CAUSE-OF-DEATH ANALYSIS
    Chiche, L.
    Thomas, G.
    Meunier, B.
    Mancini, J.
    Jourde-Chiche, N.
    Jougla, E.
    Harle, J. -R.
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2014, 73 : 538 - 538
  • [10] Mortality Profile Related to Systemic Lupus Erythematosus: A Multiple Cause-of-death Analysis
    Souza, Deborah C. C.
    Santo, Augusto H.
    Sato, Emilia I.
    [J]. JOURNAL OF RHEUMATOLOGY, 2012, 39 (03) : 496 - 503