Description: This report explores AI bias in insurance and health data, highlighting the ethical role of actuaries and offering cross-disciplinary guidance for fairer decision-making systems.

Description: Research report describing the results of an Emerging Risks Survey conducted in 2010. This survey attempts to track the thoughts of risk managers about emerging risks across time. The new top five are: 1. Fall in value of US Dollar. 2. International terrorism. 3. Chinese economic hard landing. 4. Oil price shock. 5. Failed and failing states.

Description: This research report on the ability to influence annuity purchases found the following contrast: • Pre-retirees’ intentions to buy a life income annuity appear to be impacted by the interventions tested in this research. There were stronger effects when pre-retirees were provided with basic information, such as life expectancy, and anecdotal evidence. • Retirees’ annuity purchase intentions do not appear to be impacted by the interventions used in the study.

Description: Seeking researchers to analyze long-term risk trends via survey data and develop engaging report formats for broad audiences.

Description: This report is presented in the form of a Tableau dashboard and is the sixth public release from this report series and contains the results of an excess mortality analysis for the fourth quarter of 2021. Data from 30 companies representing approximately 69% of the industry’s face amount inforce were included in the analyses in this report. A total of 3.2 million death claims from individual life policies from 2015 through December 31, 2021 make up the basis of the analyses. The report also compares the experience under COVID-19 of the insured population versus the general population.

Description: The use of Risk Adjustment in Medicare Advantage (MA) has come under scrutiny due in part to a higher rate of increase of costs of its participating Health plans relative to traditional Medicare despite statutory requirements that reimbursement for these two programs must be actuarially equivalent.

Description: This report covers the latest emerging trends in U.S. population mortality. The SOA relied upon data furnished by the Centers for Disease Control and Prevention (CDC). Observations are based on the CDC’s recent release of 2021 mortality experience, along with prior mortality experience data from 1999 through 2020.

Description: On January 12, 2023, the Arizona Blockchain Applied Research Center (AZ BARC) and the SOA Research Institute jointly ran a workshop on the use of blockchain technology in insurance and financial industries. The workshop included presentations focused on academic research in the blockchain space by Arizona State University, AZ BARC and an industry expert panel assembled by the SOA Research Institute. This document summarizes the research highlights and the discussions that occurred during the two-hour workshop.

Description: In the fourth quarter of 2022, publicly traded life insurers reported on their financial and operational activities, which included a downturn in income from alternative investments, the continuing impact of COVID, the impact of equity market returns on variable annuity products, and growth trends related to pension risk transfer transactions.

Description: The Mortality Improvement Life Working Group released a recommendation for a set of improvement factors that vary by gender and attained age to be used in conjunction with the 2008 Valuation Basic table or the 2015 Valuation Basic table for AG-38 purposes.