Description: Discover the unique challenges and resilience of LGBTQ+ older adults as they navigate aging and retirement in this comprehensive review.

Description: This report presents research into recent population mortality experience as it pertains to development of mortality improvement assumptions for measuring obligations of retirement programs in the United States.

Description: This report provides insights into statistical methods for imputing race and ethnicity in the context of insurance industry disparities. It discusses various imputation techniques, performance metrics, and the evolution of methods over time. The aim is to address the lack of consistent data collection on race and ethnicity in insurance datasets.

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: Investigate Deloitte's methodology to quantify the cost of health inequities attributable to racial bias, gender/sex bias and socioeconomic bias. We will illustrate the methodology by calculating total potential cost savings across different disease states and discuss both the role that actuaries play in addressing health inequity and the steps that organizations can take to activate health equity.

Description: "This session will explore the critical challenges and solutions surrounding algorithmic fairness in the life insurance industry. The presenters will delve into the fundamental mechanisms of model bias, examining how predictive algorithms can yield outcomes that systematically discriminate against certain groups through flawed machine learning processes, erroneous assumptions, or biased data. Participants will gain insights into the various manifestations of bias in insurance models and understand their profound implications for both consumers and insurers. Real-world case studies and examples from the insurance industry will illustrate these concepts, while a discussion of recent regulatory developments will provide context for compliance requirements. This session is essential for actuaries, data scientists, and insurance professionals committed to developing and maintaining ethical, unbiased predictive models."

Description: Virtual - Session 2C: Innovative Care Models for Medicare & Medicaid Dually - Eligible Populations

Description: What are the recent expectations of long-term trends in mortality? What are the limits to improvements in longevity? Join us as we review the factors impacting U.S. population mortality in the eyes of demographers. By the end of this session, you will have an awareness of the major causes of mortality and how they are trending.

Description: This article provides a perspective on the SOA’s Aging and Retirement research reports, and on the types of research that are included. The SOA does a lot of research on different retirement topics, and many people are not aware of the scope of this work. This article offers an overview of the big picture as we think about the future. The article describes longer-term challenges to the US retirement system and recent developments that have affected the system and created uncertainty. It provides an overview of what individuals have said about retirement and their view of post-retirement risks and planning in a variety of consumer research studies. It then reviews some of the research and provides information on summary reports which provide insight on the findings from multiple related research reports. It also provides information about consumer education and what is currently available and in process. It then focuses on how the SOA is helping retirement professionals understand current and expected change and discusses areas of uncertainty as we help those we serve deal with change.

Description: This session is based on research sponsored by the Society of Actuaries Mortality and Longevity Strategic Research Program, the Canadian Institute of Actuaries, and the Institute and Faculty of Actuaries to develop new methods and tools to enhance current mortality modeling and measurement actuarial practices. The presentation will discuss research accomplishments to date including a new mortality dataset that subdivides the U.S. population by education level and provides insightful analysis on mortality inequalities and mortality by cause of death. Additionally, research currently being performed or planned will be explained.