Description: This paper is a literature review of available papers, publications, articles, and presentations on the topic of longevity risk.

Description: The Required Minimum Distribution [RMD] Working Group of the SOA Taxation Section has completed research identifying considerations for actuaries and annuity insurers in determing the actuarial present value of additional benefits for computing the RMD under a deferred annuity contract. This is the Appendix I spreadsheet for determining the Actuarial Present Value of an annuitization bonus. Please see the SOA website research for the full report and other associated spreadsheets.

Description: Award-winning essays on addressing unwanted bias in life and annuity insurance processes.

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: 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.