Description: This report summarizes the major findings from the 14th (2020) emerging risk survey.

Description: The Society of Actuaries’ Committee on Finance Research is pleased to make available a research report that develops a framework for applying deep learning and reinforcement learning techniques to optimal dynamic strategic asset allocation for Liability Driven Investment (LDI).

Description: This survey attempts to track the thoughts of risk managers about emerging risks across time. It is the 14th survey of emerging risks sponsored by the Canadian Institute of Actuaries (CIA), Casualty Actuarial Society (CAS) and Society of Actuaries (SOA). The researcher thanks the Financial Reporting and Reinsurance Sections for their financial support, and the Joint Risk Management Section for logistics and governance.

Description: This report examines weather conditions for daily maximum and minimum temperature (TMAX and TMIN), inland storm activity from wind, hail and tornadoes, record precipitation, tropical cyclone activity and the resultant flooding.

Description: Comparison of life expediencies in 2020 from various mortality tables

Description: This research project offers guidance and a model for actuaries to use when performing their professional services related to Medicaid (Title XIX) and Children’s Health Insurance Program (CHIP or Title XXI) managed care capitation rate setting, including, but not limited to, their certification on behalf of a state in accordance with the requirements for actuarial soundness as set forth in law, federal regulation, and CMS guidance, as well as the actuary’s professional obligations under the Actuarial Standard of Practice (ASOP) 49 issued by the Actuarial Standards Board.

Description: On March 22, 2022, the Wall Street Journal hosted its annual Health Forum, a virtual all-day event which included several sessions. This session was attended by experts across the healthcare space and attendees included many from the healthcare technology companies. This report summarizes the event.

Description: A study of whether tobacco, area and industry rating in one state may be reflecting unintended factors such as race, ethnicity or socioeconomic status. This study does not consider whether the rating factors accurately reflect underlying claims costs.

Description: Decentralized insurance alternatives is a rapidly expanding sector of Decentralized Finance (DeFi), an emerging and growing financial ecosystem powered by blockchain technologies. The purpose of this report is to review and discuss the business models and operating designs of decentralized insurance alternatives, which may have significant implications for traditional insurance businesses, as well as the actuarial profession.

Description: A literature review was performed on mortality improvement, socioeconomic differences in mortality and their links to specific causes of death, and methods for analysis. It highlighted the fact that socioeconomic status (e.g., income and education) is closely linked to differences in mortality and that the longevity gap between socioeconomic groups is growing over time. It also informed the selection of key variables and the need to view mortality improvement as a complex interaction between specific causes of death.