Description: This report explores AI bias in insurance and health data, highlighting the ethical role of actuaries and offering cross-disciplinary guidance for fairer decision-making systems.

Description: Research Objective The Society of Actuaries Research Institute General Insurance Research Committee is seeking researchers to identify and analyze the various by-component inflationary forces on pet insurance affordability in the United States and Canada. In addition, we seek ideation of potential solutions that are likely to improve the affordability of pet insurance.

Description: The Society's Group Disability Insurance Experience Committee has completed their study of termination experience for the period 2009-2017. Included is a preliminary report, consolidated database (CDB), pivot tables and appendices.

Description: Follow up to the study 2014 GLTD Termination Table study. Reporting on recent experience and relative to the parameters underlying that table examined.

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: LIMRA, Reinsurance Group of America (RGA), the Society of Actuaries (SOA), and TAI have collaborated on an ongoing effort to analyze the impact of COVID-19 on the individual life insurance industry’s mortality experience and share the emerging results with the insurance industry and the public. The Individual Life COVID-19 Project Work Group (Work Group) was formed as a collaboration of LIMRA, RGA, the SOA, and TAI to design, implement, and create the study and to produce and distribute a variety of analyses. This report is the fifth public release from this collaboration and contains the results of a cause of death analysis focused on how the rates of death for various causes were impacted throughout the pandemic period through the first quarter of 2021.

Description: The Health Care Cost Trends Strategic Research Committee is looking for a research proposal that will examine the increased uptake of diabetes drugs on overall medical trends as well as the costs of individuals who are prescribed these drugs.

Description: This report explores the adoption and impact of artificial intelligence and large language models in the Greater China insurance industry, drawing from surveys and case studies.

Description: Report to give actuaries practical information and guidance on LTD claim credibility for case level pricing and underwriting.

Description: An in-depth analysis of the insurance landscape in China and seven key Asia Pacific Markets, focusing on the rapid development of critical illness products and the impact of technology on insurance purchasing behaviors.