Description: This report covers credit risk loss experience during the period 2003 through 2015 on non-Rule 144A private placement securities (and, with limited exceptions, some specific types of Rule 144A bonds) held by participating companies of the life insurance industry.

Description: Top Actuarial Technologies of 2022-2023 provides updates on the current and planned uses of various technology types and tools, highlights those technologies expected to grow the fastest among actuaries in the next 12 months, and assesses the status of adoption versus expectations from 2019.

Description: This report is a comparison document discussing the regulatory frameworks for non-discriminatory AI usage in the insurance industry across different jurisdictions, including the United States, European Union, China, and Canada. It highlights current developments and regulatory bodies relevant to AI regulation in each region.

Description: This document discusses the process of obtaining regulatory approval for actuarial innovations in the United States. It includes information on the research project conducted by the Society of Actuaries and Milliman, insights from interviews with actuaries and regulators, as well as advice for presenting and defending innovative ideas.

Description: One of the evolving datasets with the COVID-19 Research Database is the Datavant population mortality information. This report notes the features of the database, discuss their potential use and limitations, examines data reliability and reviews it potential use as an additional data set and input to mortality improvement models.

Description: Despite the advent of COVID-19, autonomous vehicle (AV) market leaders continued to invest in technology and to establish partnerships with vehicle original equipment manufacturers (OEMs). This report provides a 2021 update on autonomous vehicles.

Description: The Society of Actuaries’ Aging and Retirement Strategic Research Program is pleased to make available a summary report that highlights key findings from the latest biennial survey, Risks and Process of Retirement. The survey, the eleventh in the series, was conducted online of Americans ages 45 to 80. The purpose of the study is to evaluate Americans’ awareness of potential financial risks in retirement, how this awareness impacts the management of their finances with respect to retirement, and how Americans are managing the process of leaving the workforce. The survey was conducted by Mathew Greenwald & Associates, Inc. The full report of findings is forthcoming and will be posted soon. Additionally, several special topics reports examining aspects of the findings will be posted as they become available.

Description: This report presents initial findings from a project investigating the direct and indirect impacts of COVID-19 in the post-acute phase of the pandemic.

Description: Chronic Kidney Disease (CKD) affects many lives and has a large impact on health systems around the world. To better understand and predict costs for insurance plan members with CKD in the United States, we built a new model of their individual costs. Our model is the first to explicitly model both the CKD stage transition process and the distribution of costs given those stages.

Description: The SOA Research Institute along with the Corporate Finance & Enterprise Risk Management Curriculum Committee, Financial Reporting Section, and Individual Life & Annuity Curriculum Committee are pleased to make available a research report that aids students and practitioners with their understanding of the rating agencies as they affect the insurance industry.