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: 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: The transportation industry is in the early stages of profound changes, due to development of sophisticated driving safety and automation technologies.

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: The Casualty Actuarial Society (CAS), the Society of Actuaries (SOA) and the Society of Insurance Research (SIR) started developing research addressing diversity, equity and inclusion (DEI) topics. Join panelists as they briefly present an overview of their organization's DEI research and share their perspectives on common challenges facing all the stages of this research: - Planning relevant and timely research with a long timeline. - Getting appropriate data and resources to support your research. - Communicating research on topics that may be controversial.

Description: Increasing cyber incidents and emergent characteristics of cyber threats have become significant concerns for organizations, governments, and the insurance sector. The growing cyber risks, whether catastrophic risks that an entire town, country, or even world may face due to cyber-attacks, or smaller scale cyber risks such as right where you live with smart home technology, can impact technological infrastructure, public health and safety, economic security, and even political stability. The SOA Research Institute has been conducting several research projects in the area of cyber security risks and the impact of those on insurance companies. Discover these research projects meant to inform actuaries of the ways in which risks can be incorporated into their models, product design, and risk management frameworks. Also, explore research reports that explore new technologies and the development of tools which can aid both practitioners as well as other researchers.