Description: Results from the 2008 survey of the Policyholder Behavior in the Tail [PBITT] working group. The goal of the survey was to gain insight into companies’ assumptions in the tail of a stochastic calculation.

Description: The goal of the survey was to gain insight into companies’ assumptions of variable annuity policyholder behavior in the tail of the C3 Phase II calculation.

Description: With advancement of computing technology and innovative product design, creating dependent and nested stochastic scenarios to accurately predict insurance business has become more feasible and affordable than it used to be. However, can technology and research be accessible, applicable and beneficial to all the stakeholders? Sharing research findings and its validation tools has been our interest and focus, and even a resource-saving strategy. The presenters will share a case study on a segregated fund with hedging strategy. We investigate the reserve calculation for its GMMB in an extensive but simplified stochastic model so that our method is adoptable, applicable and extendable to real-word segregated fund/separate account model. The segregated fund model theory and implementation will be presented and its cash flows will be simulated and analyzed for reserve calculation. Varying parameter assumptions will be tested and to be modified for real-world segregated fund with hedging risk for guaranteed benefits. At the conclusion of the session, attendees will gain basic understanding of and access to: - The option pricing model and its application to the segregated fund (variable annuity's separate account) guarantee - Stochastic scenario generators for the interest rates and equity returns - R-code to program from the scenarios simulations to cash flows of hedging errors - Reserve calculations and its sensitivity to various parameter values and - Comparison of methods to increasing efficiency level and the accuracy

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 web page describes the new Variable Annuity Guaranteed Living Benefits Utilization study.

Description: This paper describes some of the minimum guaranteed death and maturity benefits that have been offered or proposed in conjunction with variable annuity contracts, proposes prospective reserves for these guarantees based on change factors that are somewhat analogous to interest factors used in typical life reserves, and proposes a set of change factors.

Description: Few product innovations have transfigured the variable annuity (VA) industry as much asguaranteed living benefits (GLBs).

Description: ASU 2018-12 introduced a new concept called “market risk benefits” (MRBs). MRBs are a new accounting classification for benefits within deposit contracts, offering protection from “other than nominal market risk.” This applies to products with account values, including variable and indexed annuities with guaranteed living or death benefits attached (aka GMxBs). ASU 2018-12 Section 944-40-30-19D mentions both a non-option and an option-based valuation approach to account for MRBs. This article considers the option-based approach. The purpose is to highlight weaknesses in the current application of the option approach to MRBs, propose an alternative method, and consider the benefits of the new approach. The intent of this article is to persuade practictioners / actuaries / accountants that this is a better approach for applying the fair value option method to market risk benefits.

Description: Presented at May 2005 Spring Meeting. Panelists discuss annuity risk management and how this can be applied to new product development, as well as in-force product management. Also discussed are the proposed C-3 Phase II capital determinations for various guarantees with and without a hedging program.

Description: This article Provides a description of an IRS Directive that provides a safe harbor tax reporting position for computing tax reserves for pre-2018 tax years for annuity contracts subject to AG43 and VM-21 and life insurance contracts subject to VM-20 Principal Based Reserves methods. The safe harbor is required to be implemented on the 2017 tax return, with certain spread amounts in some cases to future tax years starting in 2018.