Description: We analyze how volatility management techniques in VAs affected policyholders and insurance companies

Description: This article provides background on managed target volatility funds and how they can be used for variable annuities and the mitigation of gap risk.

Description: This paper demonstrates that extreme value theory (EVT) can be used as a tool to model policyholder behavior in the extreme tail. This paper applies EVT to the study of variable annuity dynamic lapse behavior in the extreme tail. It illustrates a process whereby a company can fully model policyholder behavior, including the extreme tail, with existing data. No judgment about the extremal behavior is necessary.

Description: The paper summarizes results from two doctoral dissertations. The first discusses integration of insurance products with investment products to mitigate the risk of outliving one’s assets. The second discusses modeling and pricing for the longevity risk in the secondary market in insurance, including a provision for adverse deviation PAD.

Description: Building on the Part 1 article, Introduction to the Representative Scenarios Method, this article describes testing the methodology with respect to four product types, fixed indexed annuities with GLIBs, level term life insurance, universal life with secondary guarantees, and variable annuities with GLWBs. This Part 2 article describes testing results, refinements to the RSM methodology, and next steps.

Description: This paper first derives the fair participation rate based on a fair value of the equity-indexed annuity EIA. Then using risk measures, a new participation rate is obtained, based on the tail loading of the hedging error distribution. Risk management strategies reducing risk related to the hedging error are also presented. A detailed numerical analysis is performed for a point-to-point EIA.

Description: Discussion about the pros and cons of providing lifetime income options in defined contribution plans, and about the pros and cons of annuitization vs. structured payouts. Discussion triggered by an SOA research report authored by Steve Vernon.

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