Description: This report is a collection of sources that deal with how do scientists know and what could actuaries do regarding climate change and environmental risks.

Description: This is a study to perform a mortality analysis of the 1898-1902 birth cohort.

Description: This research report develops a framework for modeling and pricing cybersecurity risk.

Description: A Delphi study was conducted to get input regarding current and future accelerated underwriting techniques and how those may impact future mortality exprience.

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: 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 SOA’s Artificial Intelligence Working Group explored the role of AI in actuarial practice, focusing on risk management, regulatory compliance, and ethical considerations. The discussion highlighted the importance of the NIST AI Risk Management Framework and Generative AI Profile in ensuring responsible AI development and deployment in insurance and healthcare.

Description: The Society of Actuaries (SOA) Research Institute commissioned a study to understand how insurers are responding to the framework used for climate disclosure practices, attempting to identify current practice and best and emerging practice. Used by firms to ensure they manage climate risk appropriately, the framework from the Task Force on Climate-related Financial Disclosures (TCFD) focuses on disclosure of governance, risk management, strategy, and metrics.

Description: This project models and forecasts premature cardiovascular mortality, with a focus on two main risk factors - obesity status and education attainment level. It investigates the role of obesity and education in determining age-sex-specific premature cardiovascular mortality.

Description: This report explores the behavioral factors influencing insurance purchase among Gen Z and Millennials for forward-looking purposes, leveraging a rich dataset spanning 22 markets across six continents.