Description: While our ability to access and analyze large quantities of data is better than ever, many long-term products suffer from sparse data in critical risk areas, such as deep in-the-money lapse experience and long-term utilization rates for income guarantees. The presenters will explore industry-level annuity experience data for these types of situations, and discuss quantitative approaches to addressing them in pricing and other applications.

Description: Milliman, Inc. recently conducted a survey of leading variable annuity insurers to better quantify the current dynamics of the GLB market. The scope of the Milliman survey included variable annuities that offered any type of GLB during calendar year 2004 and during the first quarter of 2005.

Description: This study of mortality on deferred Variable annuities over the period 1991-1995 was designed to test the adequacy of the 1994 MGDB Valuation Mortality Table to cover presumed extra mortality on Variable annuities VAs with Substantial Minimum Guaranteed Death Benefits MGDBs as compared with VAs with Minimal MGDBs. A parallel study of Fixed Annuity experience was carried out as a control. Expected deaths were computed also on the Annuity 2000 Table. The results raise questions as to its continuing safety as a valuation table for individual annuities. The study also shows that mortality levels on Qualified NonPension Trust business are significantly lower than on Nonqualified business.

Description: The study examines the GLB utilization of over 4.9 million contracts that were either issued during or in force as of 2014.