Description: In this article, the author discusses discuss the use of the Cox Proportional Hazards Model in developing a predictive underwriting model that produces a mortality multiplier for each individual.

Description: Provide high level summary of predictive modelling.

Description: Life and annuity markets around the world have seen increasingly complex investment-combined products, including universal life, fixed indexed annuities, variable annuities with a wide variety of guaranteed benefits and indexed variable annuities. Insurance companies are facing unprecedented exposure to financial risks in addition to traditional mortality and longevity risks. The risk assessment and modeling for such complex designs by conventional methods often focus heavily on their market competitiveness and profitability. However, there seems to be a lack of quantifiable and systematic approaches to assess investment risks associated with investment combined products. The objective of the proposed work is to develop a framework for quantifying and analyzing various forms of contractual designs and showcase different techniques to assess the trade-off between competitive contractual designs and their practical implications regarding the difficulty of risk management.

Description: This article presents a discussion of Actuarial Guideline 54 (AG LIV), both the regulatory impetus in its creation as well as the requirements it outlines for a RILA contract to qualify as a variable annuity under the NAIC Variable Annuity Model law and thus be exempt from Fixed Annuity Non-Forfeiture Requirements. Includes an example calculation.

Description: Article discusses possible effects of negative interest rates on product development, risk management, investment management and in-force management.

Description: In the June 2014 issue of Product Matters, Doug Robbins of Pacific Life authored a fascinating article entitled “Velocity of Diversification.” Therein, he proposed a pricing measure that describes the “…speed at which confidence in profitability is attained”. How can stochastic modeling of mortality be applied to analyze the velocity of diversification, and how would that measure be affected by volatility in the underlying assumptions?

Description: Drivers for mortality are apparently linked to socio-economic differentials within different societal groups. Actuaries are not the only profession interested in unravelling the mystery of why different groups within society experience such different mortality rates. The author gives examples from occupational pension plans in Canada, the UK and Germany.

Description: This article discusses sessions from the product development section post symposium seminar on product development - beginning to end. Sessions included product specific topics like term, universal life with secondary guarantees, and indexed products. Panel discussions included inforce management and advanced modeling issues.

Description: The objective of this article is to help indexed annuity writers understand the pricing practices and ALM strategies used by their peers in the industry, especially in light of the prevailing low interest rate environment and a possible rise in interest rates.

Description: Hear from the chairperson on themes in the October 2018 issue of Product Matters published by the Product Development Section.