Description: discussion of the ongoing developments in reserving and risk-based capital RBC requirements for variable annuities including stochastic scenario projections

Description: Discussion of the biases understatement of risk/reserves that arise when aggregating cells in modeling Variable Annuity Minimum Guaranteed Death Benefits

Description: Applying GAAP to GMDBs in Variable Annuities. by Karen Sasveld and David Heavilin from The Financial Reporter, September 2001, Issue No. 47.

Description: Update on statutory Valuation reserves and required surplus for variable annuities with living benefit guarantees

Description: This article summarizes the results of the survey covering industry practices relating to the valuation of variable annuities under FAS 133/157 including implied volatility parameters used in the FAS 133/157 liability scenario generator, non-performance risk and liquidity premium adjustments to discount rates, as well as the determination of risk margins.

Description: A methodology for calculating risk margins related to policyholder behavior risks for guaranteed living benefits on variable annuities when measuring fair value under FAS 157.

Description: The article described two methods for calculating the benefit ratio described in AICPA Standard of Practice SOP 03-1. Method 1 calculates the benefit ratio as the quotient of the expectation of A and the expectation of B where A is benefits and B is assessments. Method 2 calculates the benefit ratio as the expectation of the quotient of A and B.

Description: Examination of full surrender and benefit utilization industry experience for Variable Annuities with and without Guaranteed Lifetime Withdrawal Benefits. Part 1 of 3 articles focuses on full surrenders and building a dynamic surrender function using predictive modeling tools.

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: Variable Annuity DAC: A Survey of Current Practice by Laura J. Hay and Elizabeth Rogalin from The Financial Reporter, December 2002, Issue No. 51. Examines the DAC calculation for Variable Annuities and the possible write down of DAC under revised assumptions.