Description: On March 31, 2022, the SOA Research Institute assembled an expert panel to discuss key considerations related to climate risk analysis applied to life and health insurance companies. The panelists were selected to represent a wide and diverse array of opinions, and were encouraged to contribute from their own, individual perspective working in areas such as insurance, reinsurance, state regulation, consultancy, meteorology, and climate finance. A summary of the main discussion points is presented in this report.

Description: These contextualized insights were gathered during the InsurTech Insights USA Conference, held on June 7-8, 2023, in New York with numerous SOA members attending.

Description: The report is a framework for digital asset risks with insurance applications authored by Zhengming Li, Jianxi Su, Maochao Xu, and Jimmy Yuen. It discusses the growth and risks of digital assets, focusing on cyber risks and the development of insurance products to manage those risks.

Description: The document is about the post-wildfire drinking water crisis and its implications for the insurance industry. It discusses the contamination of drinking water systems by wildfires, remediation strategies, financial considerations for the insurance industry, and potential contributions from the actuarial community.

Description: This document is a methodology guide for the Long-Term Care Population Research Model developed by the Society of Actuaries Research Institute in November 2024. It explains the model's purpose, framework, data sources, user inputs, calculations, and outputs related to public long-term care benefits.

Description: This paper is an introduction to AI technology designed for actuaries to understand how the technology works, the potential risks it could introduce, and how to mitigate risks.

Description: The Society of Actuaries Research Institute, the American Property Casualty Insurance Association and the Casualty Actuarial Society are pleased to present a report examining how the COVID-19 pandemic affected the auto insurance industry. In this report, we will examine the effects of the pandemic on auto losses using dynamic linear models. We examine which predictors best describe the trends, and the impact the pandemic has on predicted future claims.

Description: The study covers the extent of the use of big data or data analytics to enhance insurer operations, including sales, distribution, product development, underwriting and claims management within various markets within the Asia-Pacific region where the SOA has a strong and growing member population.

Description: Society of Actuaries Research Brief Impact of COVID-19, May 1, 2020

Description: As part of its ongoing effort to provide useful information on COVID-19, the Society of Actuaries issued a brief survey to its Investment Section members to gain insight as to how COVID-19 is impacting investment professionals. The survey results are intended to help members compare their thinking and future expectations of COVID-19 with their peers.