Description: The purpose of this paper is not to present a revolutionary new concept, instead, it is to reexamine a familiar concept in the light of new market circumstances and, to consider the consequences to the life insurance industry if the concept were adopted.

Description: Report summarizing the results of the 2009 Policyholder Behavior in the Tail working group with respect to UL policies with Secondary Guarantees Survey.

Description: Jumping Through the Hoops of XXX to Minimize Reserves on UL Secondary Guarantees by Jason A. Jump from Product Development News, August 2000, Issue No. 50.

Description: In this article, we explore key insights from Oliver Wyman's 2020 Life PBR Emerging Practices Survey, which provides a broad industry perspective with more than 50 companies participating representing 95 percent of the individual life market (by written premium). Insights include the impact of PBR on reserves and profitability in addition to emerging practices related to product design, assumption development, and methodology decisions.

Description: The article discusses the continued popularity of indexed UL insurance and possible reasons why a company's actual indexed UL earnings may be below their original pricing expectations for the product. The article discusses several key items that may be the source of that underperformance (e.g., hedge ineffectiveness, policyholder behavior) and the need to monitor earnings and perform analyses to better understand those potential sources.

Description: This paper applies the research in Prospect Theory of Kahneman and Tversky to explain why sales of annuities lag sales of life insurance products. The author theorizes that life insurance is easier to sell because customers perceive themselves to be in the domain of losses, while potential annuity customers perceive themselves to be in the domain of gains. Kahneman and Tversky showed us that people are mostly risk averse in the domain of gains and risk seeking in the domain of losses. Purchase of an annuity or life product is a risky investment. Customers will find it easier to take the risk in the life insurance domain of losses than the annuity domain of gains. The author then proposes a hybrid life annuity product that might address both mortality and longevity risk in one product that would allow both products to be more competitive than stand-alone products.

Description: in the insurance industry, machine learning models are increasingly used to make decisions that affect people's lives. In order to ensure that models are fair, they should be audited for bias. There are no hard and fast rules for bias audit; metrics that can be used to evaluate fairness vary depending on the context in which the model is deployed. The presenters in this session present a flexible framework that highlights key considerations in bias evaluation that can be adjusted to suit your process.

Description: This paper applies the research in Prospect Theory of Kahneman and Tversky to explain why sales of annuities lag sales of life insurance products. The author theorizes that life insurance is easier to sell because customers perceive themselves to be in the domain of losses, while potential annuity customers perceive themselves to be in the domain of gains. Kahneman and Tversky showed us that people are mostly risk averse in the domain of gains and risk seeking in the domain of losses. Purchase of an annuity or life product is a risky investment. Customers will find it easier to take the risk in the life insurance domain of losses than the annuity domain of gains. The author then proposes a hybrid life annuity product that might address both mortality and longevity risk in one product that would allow both products to be more competitive than stand-alone products.

Description: Reworking The ABC’s of XYZ by Tom Kalmbach from Small Talk Newsletter, November 2002, Issue No. 19.

Description: This article reviews the topics discussed at the December 2004 meeting of the Life and Health Actuarial task force. The covered topics include Actuarial Guideline 38 and Reserves for Variable Annuities C-3 Phase 2 reserves.