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

Description: This report considers a hybrid portfolio that combines life and general insurance aspects.

Description: This report discusses the use of federated learning in the insurance industry and explores the benefits and challenges of this approach.

Description: The Spatial Hazards Events and Losses Database for the United States (SHELDUS) provides county-level data for direct economic losses due to natural hazards from 1960 to the present.

Description: An interview with Weili Lu, the president of ARIA

Description: An introductory article for the June 2023 issue of the General Insurance Insights e-newsletter.

Description: This research project seeks to develop a broader understanding of the relationship between ownership of insurance and retirement products and the income and wealth gap between races and ethnicities in the United States.

Description: The Society of Actuaries Research Institute is pleased to make available a research report summarizing the findings of two Accelerated Underwriting surveys conducted by Milliman to direct companies and reinsurers. Sponsored by the Marketing & Distribution, Product Development, Reinsurance and Smaller Insurance Company sections, the purpose of the study was to not only determine how practices have changed, but also how they have changed because of COVID-19.

Description: The personal auto insurance industry is constantly changing. There are small and steady changes over time (e.g., inflation affecting the cost of repairs or general progress in the safety of vehicles) and sharp spikes (e.g., disasters and legislation). That change has never been more apparent with the Covid-19 pandemic, civil unrest, and driverless cars all presently having a significant impact on personal auto insurance.