Jingyi Cao , Dongchen Li , Virginia R. Young , Bin Zou
{"title":"Co-opetition in reinsurance markets: When Pareto meets Stackelberg and Nash","authors":"Jingyi Cao , Dongchen Li , Virginia R. Young , Bin Zou","doi":"10.1016/j.insmatheco.2025.103133","DOIUrl":"10.1016/j.insmatheco.2025.103133","url":null,"abstract":"<div><div>We develop and solve a two-layer game to model co-opetition, a strategic combination of competition and cooperation, in a reinsurance market consisting of one primary insurer and two reinsurers, in which all players are equipped with mean-variance preferences and the reinsurance contracts are priced under the variance premium principle. The insurer negotiates reinsurance contracts with the two reinsurers simultaneously, modeled by two Stackelberg games, and the two reinsurers compete for business from the same insurer by setting their own pricing rules, modeled by a non-cooperative Nash game. The combined Stackelberg-Nash game constitutes the first layer of the game model and endogenously determines the risk assumed by each reinsurer. The two reinsurers, then, participate in a cooperative risk-sharing game, forming the second layer of the game model, and seek Pareto-optimal risk-sharing rules. We obtain equilibrium strategies in closed form for both layers. The equilibrium of the Stackelberg-Nash game consists of two proportional reinsurance contracts, with the more risk-averse reinsurer assuming a smaller portion of the insurer's total risk. The Pareto-optimal risk-sharing rules further dictate that the more risk-averse reinsurer transfers a portion of its assumed risk to the less risk-averse reinsurer, at the cost of a positive side payment.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103133"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144781830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Dynamic derivative-based pension investment with stochastic volatility: A behavioral perspective","authors":"Zheng Chen , Zhongfei Li , Yan Zeng , Yang Shen","doi":"10.1016/j.insmatheco.2025.103158","DOIUrl":"10.1016/j.insmatheco.2025.103158","url":null,"abstract":"<div><div>We study a derivative-based optimal investment strategy for a defined contribution (DC) pension plan under the Heston stochastic volatility model. The investor's preferences are described by an S-shaped utility that combines risk-seeking and loss-averse behaviors, benchmarked to a reference point of retirement savings. By the martingale approach and the inverse Fourier transform method, we obtain a semi-analytical form for the optimal investment strategy. We investigate the distinct roles of various factors, such as preferences, wealth goals, market conditions, in the investor's optimal decision, and clarify the dynamic relationship between these factors and derivatives trading. We also provide comprehensive comparisons between the results derived under prospect theory and expected utility theory. A portfolio decomposition validates that the optimal derivatives trading strategy is influenced by both psychological and risk-averse factors. Numerical illustrations are provided to further elaborate our results.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103158"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145120296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimal risk sharing with correlated insurance businesses in a Stackelberg-Nash differential game","authors":"Mengyu Wu , Zhibin Liang , Qingqing Zhang","doi":"10.1016/j.insmatheco.2025.103171","DOIUrl":"10.1016/j.insmatheco.2025.103171","url":null,"abstract":"<div><div>In this paper, we investigate the optimal risk sharing problem for two insurers under the framework of Stackelberg-Nash differential game. More specifically, two insurers transfer their businesses to each other for achieving the goal of win-win, where both of them act as the leader for pricing while the follower for choosing their own retention level. Based on the game theoretic equilibrium setting and dynamic programming principle, the explicit optimal strategies are derived. We find that insurers will cooperate more eagerly when there is a stronger negative correlation between the businesses of both parties. In order to explore the advantages of risk sharing, we also investigate the optimal reinsurance problem in a traditional Stackelberg game framework. Risk sharing is found to be more advantageous than reinsurance in many cases, especially when the businesses have significant differences, such as a strong negative correlation or a large/small volatility ratio, which means that one of the two businesses is relatively stable while the other fluctuates greatly. Further analysis is given to show the effects of model parameters and the economics interpretations behind them. It is interesting to find that risk-aversion coefficient plays a key role in this Stackelberg-Nash differential game, and the conclusions confirm an obvious fact, that is, risk-averse individuals tend to be more hesitant and conservative when making a decision.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103171"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145578913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimal life insurance and annuity decisions under money illusion","authors":"Wenyuan Li , Pengyu Wei","doi":"10.1016/j.insmatheco.2025.103141","DOIUrl":"10.1016/j.insmatheco.2025.103141","url":null,"abstract":"<div><div>This paper investigates the optimal consumption, investment, and life insurance/annuity decisions for a family in an inflationary economy under money illusion. The family can invest in a financial market that consists of nominal bonds, inflation-linked bonds, and a stock index. The breadwinner can also purchase life insurance or annuities that are available continuously. The family's objective is to maximize the expected utility of a mixture of nominal and real consumption, as they partially overlook inflation and tend to think in terms of nominal rather than real monetary values. We formulate this life-cycle problem as a random horizon utility maximization problem and derive the optimal strategy. We calibrate our model to the U.S. data and demonstrate that money illusion increases life insurance demand for young adults and reduces annuity demand for retirees. Our findings indicate that the money illusion contributes to the annuity puzzle and highlight the role of financial literacy in an inflationary environment.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103141"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144863374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Laura Iveth Aburto Barrera , Anna Nicolet , Christophe Bagnoud , Joachim Marti , Joël Wagner
{"title":"Development of multimorbidity patterns in older adults in Switzerland: A competing risks modeling approach","authors":"Laura Iveth Aburto Barrera , Anna Nicolet , Christophe Bagnoud , Joachim Marti , Joël Wagner","doi":"10.1016/j.insmatheco.2025.103155","DOIUrl":"10.1016/j.insmatheco.2025.103155","url":null,"abstract":"<div><div>Multimorbidity, multiple long-term health conditions co-occurring in one individual, is a complex challenge that affects individuals, healthcare systems, and society. People with multimorbidity have a lower quality of life, higher mortality, and more complex needs and holistic treatments, resulting in higher health insurance and overall healthcare costs. Our study aims to investigate the progression of multimorbidity by identifying the main disease patterns in the adult population. Using an extensive dataset of health insurance claims from one of the largest Swiss health insurance companies, we categorize chronic long-term diseases into different pharmacy cost groups based on a medical classification system to assess the morbidity status of insureds. Developing on a competing risks framework, we use subdistribution hazard models adjusted for age effects to model key multimorbidity patterns, considering the most prevalent chronic diseases in the population. Our analysis focuses on estimating cumulative incidence functions for gender-specific trajectories. By shedding light on these patterns, our study contributes to a deeper understanding of multimorbidity dynamics and potential patient pathways. It provides information for decision-makers, financial planners, and healthcare professionals to enable optimal resource allocation and facilitate prevention and interventions tailored to the needs of various morbidity groups to reduce the disease burden and economic impact.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103155"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145026607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Robust time-consistent Stackelberg differential game for insurance with stochastic interest rates and 4/2 stochastic volatility","authors":"Hao Chang, Xiao-Jia Li","doi":"10.1016/j.insmatheco.2025.103159","DOIUrl":"10.1016/j.insmatheco.2025.103159","url":null,"abstract":"<div><div>This paper studies the robust time-consistent investment-reinsurance problem for an insurer and a reinsurer under the framework of the Stackelberg stochastic differential game, in which the reinsurer is the leader and the insurer is the follower. The insurer hedges the claim risk by purchasing proportional reinsurance, and both the insurer and reinsurer can invest in a financial market consisting of a risk-free asset, a stock, and a rolling bond to manage risk. The interest rates and the volatility of stock price are assumed to obey the affine term-structure model and the 4/2 stochastic volatility model, respectively. Assume that both the insurer and the reinsurer are ambiguity-averse, and we establish the robust optimal control problem for an insurer and a reinsurer under the mean-variance criterion, respectively. Robust time-consistent investment and reinsurance strategies are determined by the Stackelberg equilibrium of the game, which considers the interests of both the insurer and the reinsurer and reflects the information asymmetry between the two parties. By employing the stochastic optimal control theory, we derive the robust time-consistent Stackelberg strategies. Finally, some sensitivity analysis and comparative analysis are presented to illustrate the results obtained.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103159"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145120295","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimal consumption-leisure-investment and retirement choices with nonconcave aspirational utility","authors":"Shuang Li , Hui Meng , Ming Zhou","doi":"10.1016/j.insmatheco.2025.103165","DOIUrl":"10.1016/j.insmatheco.2025.103165","url":null,"abstract":"<div><div>This paper investigates the optimal strategies for investment, consumption, leisure, and voluntary retirement in a continuous-time framework. Beyond standard consumption, we incorporate aspirational consumption which involves a constant and costly expenditure while generating surges in utility, leading to a two-dimensional nonconcave utility function for consumption and leisure. Using the martingale duality method and concavification principle, we classify individuals into “leisure-seekers”, “aspiration-seekers”, and “centrists” based on the prioritization of aspirational consumption versus maximum leisure, and derive semi-closed solutions for the optimal strategies. Through model calibration, we explore the impact of aspiration on optimal policies, finding that the aspiration postpones retirement, strengthens the incentive to invest, and shrinks both leisure and consumption until the aspiration is fulfilled.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103165"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145332459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An optimal periodic dividend and risk control problem for an insurance company","authors":"Mark Kelbert, Harold A. Moreno-Franco","doi":"10.1016/j.insmatheco.2025.103154","DOIUrl":"10.1016/j.insmatheco.2025.103154","url":null,"abstract":"<div><div>We study the problem of optimal risk policies and dividend strategies for an insurance company operating under the constraint that the timing of shareholder payouts is governed by the arrival times of a Poisson process. Concurrently, risk control is continuously managed through proportional reinsurance. Our analysis confirms the optimality of a periodic-classical barrier strategy for maximizing the expected net present value until the first instance of bankruptcy across all admissible periodic-classical strategies.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103154"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144988501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Numerical methods for computing risk measures of variable annuities under exponential Lévy models","authors":"Oleg Kudryavtsev , Xiao Wei","doi":"10.1016/j.insmatheco.2025.103166","DOIUrl":"10.1016/j.insmatheco.2025.103166","url":null,"abstract":"<div><div>We propose an efficient numerical method to calculate the Value-at-Risk and Conditional Tail Expectation for variable annuities under exponential Lévy models. In the proposed approach, the probability density of the net liabilities, expressed in terms of the final position and integral of the exponential Lévy process, is approximated using frame theory and Riesz bases using 3rd order B-splines. The key element of the numerical method is a new algorithm for calculating the integral of the exponential Lévy process, approximated by a discrete sum whose expectation coincides with the expected value of the desired integral. In the main part of our numerical algorithm, to find Value-at-Risk as a quantile of the loss distribution, we numerically solve the equation for the corresponding cumulative distribution function using Newton's method adapted to the probability density approximation by B-splines. Once the Value-at-Risk is found, we calculate the Conditional Tail Expectation using integration by parts, again taking advantage of the properties of cubic B-splines. Numerical experiments on the application of the developed method for the Black-Scholes and CGMY models clearly demonstrate its high accuracy and speed.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103166"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145332457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dimitrios G. Konstantinides, Charalampos D. Passalidis
{"title":"Uniform asymptotic estimates for ruin probabilities of a multidimensional risk model with càdlàg returns and multivariate heavy tailed claims","authors":"Dimitrios G. Konstantinides, Charalampos D. Passalidis","doi":"10.1016/j.insmatheco.2025.103148","DOIUrl":"10.1016/j.insmatheco.2025.103148","url":null,"abstract":"<div><div>We study a multidimensional renewal risk model, with common counting process and càdlàg returns. Considering that the claim vectors have common distribution from some multivariate distribution class with heavy tail, are mutually weakly dependent, and each one has arbitrarily dependent components, we obtain uniformly asymptotic estimations for the probability of entrance of discounted aggregate claims into a some rare sets, over a finite time horizon. Direct consequence of the claim behavior is the estimation of the ruin probability of the model in some ruin sets. Further, restricting the distribution class of the claim vectors in the multivariate regular variation, the estimations still hold uniformly over the whole time horizon.</div></div>","PeriodicalId":54974,"journal":{"name":"Insurance Mathematics & Economics","volume":"125 ","pages":"Article 103148"},"PeriodicalIF":2.2,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144903671","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}