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

Description: This article looks into the issue of cyber risk for automobiles.

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: 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.

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: There is value in a framework that allows a smooth transition from a qualitative assessment to a quantitative analysis as entities mature in their understanding of climate risk. In this report, a case study on climate change impact on home prices is used to illustrate a Bayesian network iterative approach to building a model for scenario analysis.

Description: This session will examine bias from a social science perspective. It will discuss the three types of systemic biases using the National Institute of Standards and Technology (NIST) model. The NIST model details the three types as historical bias, societal bias, and institutionalbias. The session will also provide several examples of each type to provide a framework for identifying the social structure of bias.

Description: In this panel discussion, actuarial leaders in the stop-loss marketplace provide their perspectives on recent stop-loss trends. Learn about the most current issues facing self-funded plans and their stop-loss coverage. Take part in a deeper discussion on this topic and more at Oysters, Beers & Large Claim Solutions on Tuesday, June 27, from 4:30-5:30 p.m. PT. This happy hour, featuring drinks and tasty Pacific Northwest oysters will include a discussion on the large claims impacts on the health care market.