Why Do Life Insurance Policyholders Lapse? The Roles of Income, Health and Bequest Motive Shocks

TitleWhy Do Life Insurance Policyholders Lapse? The Roles of Income, Health and Bequest Motive Shocks
Publication TypeReport
Year of Publication2012
AuthorsFang, H, Kung, E
InstitutionNational Bureau of Economic Research, Inc, NBER Working Papers: 17899
KeywordsEmployment and Labor Force, Health Conditions and Status, Income, Insurance
Abstract

Previous research has shown that the reasons for lapsation have important implications regarding the effects of the emerging life settlement market on consumer welfare. We present and empirically implement a dynamic discrete choice model of life insurance decisions to assess the importance of various factors in explaining life insurance lapsations. In order to explain some key features in the data, our model incorporates serially correlated unobservable state variables which we deal with using posterior distributions of the unobservables simulated from Sequential Monte Carlo (SMC) method. We estimate the model using the life insurance holding information from the Health and Retirement Study (HRS) data. Counterfactual simulations using the estimates of our model suggest that a large fraction of life insurance lapsations are driven by i.i.d choice specific shocks, particularly when policyholders are relatively young. But as the remaining policyholders get older, the role of such i.i.d. shocks gets smaller, and more of their lapsations are driven either by income, health or bequest motive shocks. Income and health shocks are relatively more important than bequest motive shocks in explaining lapsations when policyholders are young, but as they age, the bequest motive shocks play a more important role. We also suggest the implications of these findings regarding the effects of the emerging life settlement market on consumer welfare.

Notes

National Bureau of Economic Research, Inc, NBER Working Papers: 17899, 2012 Working Paper

URLURL:http://www.nber.org/papers/w17899.pdf URL
Endnote Keywords

Insurance Companies/Household effects on labor supply/Production, Pricing, and Market Structure, Size Distribution of Firms/health Shocks/income

Endnote ID

62872

Citation Key5928