Description: Annuities are presenting ever-greater risks for the direct writers: • Variable annuities with guaranteed minimum and enhanced death benefits and income benefits • Fixed annuities with multi-year rate guarantees are capital intensive • In-force structured settlements have asset portfolios with declining investment yields • The impact to the payout annuity market from lengthening life expectancies From the Record of the Society of Actuaries, Volume 27, No. 3, Session 146 PD of the New Orleans Annual Meeting

Description: Regulatory change and increased focus on internal risk management are driving a renewed interest in model efficiency. In this session, we will review several new and existing tools, that show significant promise for advanced modeling of equity linked products. These include: • Clustering • Use of unique--and potentially a different number of--scenarios for each policy • Semi Monte Carlo (SMC) – this is a proprietary technique that is similar to a combination of Monte Carlo and numeric integration • Using a neural network approach to optimize some of the more complex and manual aspects of clustering and improve the fit of the clustered model • Combining SMC with the use of unique scenarios per policy

Description: There is no “industry standard” approach to managing the vega (volatility) risk inherent in Variable Annuity Guarantees, Fixed Indexed Annuities and other equity-linked obligations. In this session, we will introduce and analyze a range of reinsurance solutions, including full vega risk retention, full vega risk transfer and more sophisticated or custom structures that split the vega risk between the insurer and the reinsurer in various ways. We will also explore other approaches in bespoke risk coverage and show the impact of different assumptions on a generic “VA Guarantee Cost Estimate” that has been developed by Munich Re.

Description: This session will present results of the most recent SOA/LIMRA studies of variable and fixed-indexed annuity policyholder behavior including withdrawal behavior, guaranteed living benefit elections and surrender activity. Conducted annually since 2006, a discussion on the results of these studies show how they have changed over time, as well as areas where the analysis will need to change or expand. After that, the presenters will focus on dynamic lapse for hot money businesses, which is an important topic for fixed deferred annuity. Key takeaways from this area will include an understanding how to differentiate between hot money and warm money, the different formulas used in the industry, and how to adjust an asset portfolio to protect against the risks associated with hot money businesses.

Description: Presented at May 2005 Spring Meeting. Panelists discuss annuity risk management, with particular focus on RBC and the proposed Actuarial Guideline on reserving, and how this can be applied to new product development as well as in-force product management.

Description: Reinsurance can be used as a tool to improve profitability and competitiveness on in force and new business for companies. Emerging reinsurance solutions will help organizations better manage their capital in different ways. During this webcast, the following solutions will be covered: Use of reinsurance to manage and improve capital and profitability Turning spread-based business into fee-based business Strategic use of affiliate and sidecar reinsurance

Description: Summary of recent surveys to life actuaries regarding assumptions surrounding policyholder behavior in the tail for universal life with secondary guarantees and minimum guarantees on variable annuities. This information is intended to examine and ultimately give guidance to actuaries on how to set policyholder assumptions in extreme scenarios.

Description: This presentation develops an integrated approach that addresses simultaneously guaranteed annuity option (GAO)’s pricing and capital requirement calculation.

Description: The speakers will discuss the replication of long-term options, including a discussion of issues such as liquidity, transaction costs, slippage, impact of policyholder behavior, and machine learning algorithms to improve hedge effectiveness.

Description: 2021 ImpACT Conference -Insurance ALM Survey - Early Results and Best Practices Recording