Kesete Yohannes, Peng Jiazhen, Gao Yang, Shan Xiaojun, Davidson Rachel A, Nozick Linda K, Kruse Jamie
School of Civil and Environmental Engineering, Cornell University, Ithaca, NY, 14853, USA.
Risk Anal. 2014 Jun;34(6):1040-55. doi: 10.1111/risa.12227. Epub 2014 Jun 10.
The current system for managing natural disaster risk in the United States is problematic for both homeowners and insurers. Homeowners are often uninsured or underinsured against natural disaster losses, and typically do not invest in retrofits that can reduce losses. Insurers often do not want to insure against these losses, which are some of their biggest exposures and can cause an undesirably high chance of insolvency. There is a need to design an improved system that acknowledges the different perspectives of the stakeholders. In this article, we introduce a new modeling framework to help understand and manage the insurer's role in catastrophe risk management. The framework includes a new game-theoretic optimization model of insurer decisions that interacts with a utility-based homeowner decision model and is integrated with a regional catastrophe loss estimation model. Reinsurer and government roles are represented as bounds on the insurer-insured interactions. We demonstrate the model for a full-scale case study for hurricane risk to residential buildings in eastern North Carolina; present the results from the perspectives of all stakeholders-primary insurers, homeowners (insured and uninsured), and reinsurers; and examine the effect of key parameters on the results.
美国目前的自然灾害风险管理体系对房主和保险公司来说都存在问题。房主往往没有针对自然灾害损失投保或保额不足,而且通常不会投资于能减少损失的改造措施。保险公司往往不愿为这些损失承保,因为它们是保险公司面临的一些最大风险敞口,可能导致过高的破产可能性。有必要设计一个改进的体系,承认各利益相关方的不同观点。在本文中,我们引入了一个新的建模框架,以帮助理解和管理保险公司在巨灾风险管理中的作用。该框架包括一个新的保险公司决策博弈论优化模型,它与基于效用的房主决策模型相互作用,并与区域巨灾损失估计模型集成。再保险公司和政府的角色表现为保险公司与被保险人互动的边界。我们针对北卡罗来纳州东部住宅建筑的飓风风险进行了一个全面的案例研究来演示该模型;从所有利益相关方——主要保险公司、房主(已投保和未投保的)和再保险公司的角度呈现结果;并研究关键参数对结果的影响。