Yang Shen, Michael Sherris, Yawei Wang, Jonathan Ziveyi
{"title":"Innovative combo product design embedding variable annuity and long-term care insurance contracts","authors":"Yang Shen, Michael Sherris, Yawei Wang, Jonathan Ziveyi","doi":"10.1016/j.insmatheco.2025.01.004","DOIUrl":null,"url":null,"abstract":"<div><div>This paper presents a novel combo insurance product design consisting of a variable annuity contract embedded with guaranteed minimum income benefit and long-term care insurance riders. This combo product provides enhanced benefits when the policyholder is functionally disabled. The policyholder and provider's joint optimal decision is formulated as a Nash equilibrium of a two-stage non-zero sum game. The provider aims to offer the optimal insurance product that minimises solvency capital requirement (SCR) per unit premium under Solvency II in the first stage. The policyholder aims to purchase the optimal amount of insurance that maximises lifetime utility in the second stage. The Hamiltonian Monte Carlo (HMC) simulation technique is utilised for numerically valuing the combo product whose underlying fund is proportionally invested in multiple asset classes. Due to the natural hedging effect between longevity and disability risks and the option payoff structure, the combo product is a win-win solution for providers and policyholders compared with an LTC annuity or an LTC insurance and a variable annuity with guaranteed minimum income benefit. From the policyholder's perspective, we quantify the extent to which the combo product costs less premium and the policyholder gains more lifetime utility. From the provider's perspective, we show that the combo product requires less SCR per initial unit premium. Product features including the elimination period and the maximum benefit period, are examined, and we show that they can effectively reduce the product premium. We perform fee sensitivity tests on model parameters to reveal insights regarding risk management from the provider's perspective.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"121 ","pages":"Pages 79-99"},"PeriodicalIF":1.9000,"publicationDate":"2025-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Insurance Mathematics & Economics","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167668725000150","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
This paper presents a novel combo insurance product design consisting of a variable annuity contract embedded with guaranteed minimum income benefit and long-term care insurance riders. This combo product provides enhanced benefits when the policyholder is functionally disabled. The policyholder and provider's joint optimal decision is formulated as a Nash equilibrium of a two-stage non-zero sum game. The provider aims to offer the optimal insurance product that minimises solvency capital requirement (SCR) per unit premium under Solvency II in the first stage. The policyholder aims to purchase the optimal amount of insurance that maximises lifetime utility in the second stage. The Hamiltonian Monte Carlo (HMC) simulation technique is utilised for numerically valuing the combo product whose underlying fund is proportionally invested in multiple asset classes. Due to the natural hedging effect between longevity and disability risks and the option payoff structure, the combo product is a win-win solution for providers and policyholders compared with an LTC annuity or an LTC insurance and a variable annuity with guaranteed minimum income benefit. From the policyholder's perspective, we quantify the extent to which the combo product costs less premium and the policyholder gains more lifetime utility. From the provider's perspective, we show that the combo product requires less SCR per initial unit premium. Product features including the elimination period and the maximum benefit period, are examined, and we show that they can effectively reduce the product premium. We perform fee sensitivity tests on model parameters to reveal insights regarding risk management from the provider's perspective.
期刊介绍:
Insurance: Mathematics and Economics publishes leading research spanning all fields of actuarial science research. It appears six times per year and is the largest journal in actuarial science research around the world.
Insurance: Mathematics and Economics is an international academic journal that aims to strengthen the communication between individuals and groups who develop and apply research results in actuarial science. The journal feels a particular obligation to facilitate closer cooperation between those who conduct research in insurance mathematics and quantitative insurance economics, and practicing actuaries who are interested in the implementation of the results. To this purpose, Insurance: Mathematics and Economics publishes high-quality articles of broad international interest, concerned with either the theory of insurance mathematics and quantitative insurance economics or the inventive application of it, including empirical or experimental results. Articles that combine several of these aspects are particularly considered.