Description: This report presents research into recent population mortality experience compiled by the Retirement Plans Experience Committee of the Society of Actuaries Research Institute as it pertains to development of mortality improvement assumptions for measuring obligations of retirement programs in the United States.

Description: The global doubling of information content has been estimated to occur at a rate of every 12 hours, and conceivably faster. This ‘infowhelm’ is a double-edged sword for insurers. While maximization of the global knowledge base can fuel innovation, it can occur only in the context of reasonable cost for a higher benefit. The insurance industry – underwriters and actuaries in particular – are challenged to constantly examine new innovations that promise to raise confidence and protective value for insurability, within legal limits. This report aims to be the first of several to alert the SOA of promising innovations for the profession.

Description: The objective of this paper is to provide a practical guide with concrete case studies to help actuaries implement artificial intelligence and machine learning (AIML) to help accelerate the speed of analysis for life and annuity actuarial modeling. We do so by researching the existing literature regarding AIML and its applicability to stochastic modeling and exploring case studies.

Description: This report is a discussion of the significant challenges involved in attempting to research with robust analysis the impact of disparities in health care access, cost and quality of care on financial wellness across racial, ethnic, socioeconomic and other demographic groups in the U.S. for reasons other than or in addition to income, wealth or employment status.

Description: The SOA Research Institute along with the International Section, and the Social Insurance and Public Finance Section are pleased to make available a research report that compares international and domestic mandated paid family and medical leave programs. Special thanks to both Sections for their sponsorship of this effort.

Description: This report presents research into recent population mortality experience compiled by the Retirement Plans Experience Committee (RPEC) of the Society of Actuaries Research Institute as it pertains to development of mortality improvement assumptions for measuring obligations of retirement programs in the United States.

Description: The SOA Reinsurance Research Section is seeking proposals on Mortality Improvement Independ – Independent Analysis. Mortality improvement is an important assumption for projecting future liability cashflows and has a material financial impact on a company. Mortality improvement is a hot topic in the industry and companies show significant interest in understanding the key factors that differentiate mortality improvement. The focus of this research is to gain a better understanding of the main drivers of mortality improvement:

Description: Manulife has been preparing on the system development for IFRS17 implementation since 2018. Manulife will start official parallel run in 2022. The purpose of this presentation was to share the valuable system development experience gained over the past 3 years. The practical cases would be shared, to discuss key areas including projection, implementation and expectation. After IFRS17 implementation, on top of being data experts, the future actuary will play an more active role in corporation analysis and strategy planning.

Description: What do data, technology, offices, skills, and cultural perspectives all have in common? Significant transformation.