Description: This report summarizes the results of a mortality and pricing survey. It indicates significant differences between the mortality assumptions for different product lines and even between different companies within a single product line. Widespread differences in mortality expectations between products may give individuals an advantage by acting on inefficiencies in the financial services market.

Description: This paper discusses the actuarial aspects of state regulation of individual variable annuities. Focus is on regulation of interest rates, expense and mortality guarantees, grace period and nonforfeiture provisions, and transfers of surplus to and from separate accounts. From Transactions of Society of Actuaries 1968, Vol. 20, Pt. 1, No. 58.

Description: This is an excel spreadsheet with some data pertaining to an article of the same name from the Product Development News

Description: Milliman, Inc. Milliman was retained by the Society of Actuaries SOA to perform certain actuarial analyses with respect to the Z-Factor methodology under a principles-based approach PBA to statutory reserve and capital. Under PBA, the Z-Factor is a measure of margin in excess of the best estimate assumptions embedded in the statutory reserves of a life insurance product or block of business.

Description: This report provides the results of a VA survey on policyholder behavior in the tail on VA products containing guaranteed minimum benefits.

Description: Initiated by the Financial Reporting Section, this paper explores rising interest rates. Following this path, the paper will look at implications of interest rate changes for the life insurance industry, current stress testing practices, and how a risk manager can proactively prepare for an uncertain future. A paper published in 2014 focused on why rates could stay low, and some aspects of this paper are similar (e.g., description of insurance products). This paper also uses a sample model office to help practitioners look at their own exposures. It includes typical interest-sensitive insurance products and how they might perform across various scenarios, as well as a survey to establish current practices for how insurers are testing interest rate risk currently.

Description: This is a report on the PBITT Working Group's fourth survey to gather the assumptions actuaries use in pricing, reserving, and risk management of minimum guarantees on Variable Annuity products, such as death benefits, income benefits, withdrawal benefits and maturity benefits.

Description: We devise an approach, using tobit models for modeling annuity lapse rates. The approach is based on data provided by the Society of Actuaries’ Risk Management Task Force. Kim [2005a] models annuity lapse rates using a logit model and the same US data (he also used Korean data separately). We find that the tobit model is a more than suitable approach for all levels of the explanatory variables including interest rates, unemployment rates, and GDP growth rates. Specifically, policyholder behavior in the tail of the distribution of lapse rates is explained as well as it is in the normal range of lapse rates.