Description: This suite of projects analyze four decades of U.S. mortality disparities across socioeconomic groups, providing data-driven insights using life tables and demographic techniques.

Description: How do Professionalism and the Actuarial Standards of Practice apply as the way we work and tools we use continue to change? Business is conducted via social media and messaging and Generative AI allows for additional scenarios, analysis and oversight. Join us for an interactive session to go deeper into these topics including case studies, polls and a panel discussion.

Description: In this session, attendees will understand the role of AI in risk management and underwriting. You will see insightful case studies highlighting AI-driven techniques for enhancing precision and efficiency in these areas. Additionally, the session will cover advanced AI applications in claim management and fraud detection, showcasing cutting-edge strategies to mitigate risks and streamline operations.

Description: Understanding Asian Capital Regimes

Description: This session guides actuaries through the key steps of building a principles-based valuation model for a life product, starting with a brief overview of key requirements in LDTI and VM-20. The focus is on practical steps: defining product specs, sourcing in-force data, gathering actuarial assumptions and incorporating economic scenarios. We'll walk through a simple term life example, prioritizing Day 1 essentials such as accurate cash flow projections and basic reserve calculations. Attendees will learn where to find critical inputs (e.g., IT for data, pricing teams for specs), how to structure a model and pitfalls to avoid. Participants will gain foundational skills to construct LDTI and VM-20 models, confidence in prioritizing model build phases and a clear starting point for sourcing inputs.

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: 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: LIMRA, Reinsurance Group of America (RGA), the Society of Actuaries (SOA) Research Institute, and TAI have collaborated on an ongoing effort to analyze the impact of COVID-19 on the individual life insurance industry’s mortality experience and share the emerging results with the insurance industry and the public. This report documents a high-level analysis of the claims that have been reported.

Description: Learn about the latest developments in hospital and payer price transparency data. Hear experiences working with the data and attempts to gain meaningful insights for actuarial and other purposes. Discover challenges and workarounds associated with this data, including file size, comparability of prices, duplication of prices, aggregating provider NPIs into meaningful groupings, and missing payer information.

Description: The Individual Disability Experience Committee (IDEC) of the SOA has gathered industry data covering 2006-2015. The presenters will highlight findings on the recent industry experience compared to the 2013 Individual Disability Income Valuation Table (2013 IDIVT), including the impact of the recession on incidence and terminations. They will cover claim incidence and claim termination Actual to Expected (A/E) using 2013 IDIVT as the expected basis. The adequacy of the modifiers will also be discussed.