Description: In this presentation, actuaries and data scientists from Cleveland Clinic and Milliman discuss the development of a sepsis prediction model using machine learning. Presented with a unique challenge of handling massive amounts of data for near real-time risk scoring, the team took their model development to the cloud and delivered a product in less than a week through a unique virtual engagement.

Description: In several parts of the world, LDTI which had substantial changes to U.S. GAAP and also IFRS-17 have been implemented in the last two years. There have been learnings and also challenges for companies subject to these new financial reporting standards. These include enhancements to modeling, improvements in end-to-end processes, and development of robust management reporting and analysis frameworks.

Description: The SOA Research Institute Aging and Retirement Strategic Research Program and Retirement Section are pleased to make available a research report that examines megatrends and potential paradigm shifts, and how they may impact the future of retirement and retirement plans, as well as the macro forces that will shape those trends.

Description: NAIC Approves SOA GI Track for Qualified Actuary Education.

Description: This session will address the risk management, reserving and capital issues associated with index-linked annuities including financial reporting considerations for FIAs and RILAs, benefits of combining VA and RILA hedging and reserving under VM-21, current and future challenges with FIA reserving under VM-22, potential capital redundancy for FIAs, RILA interim values under AG 54, NAIC economic scenario reform, asset modeling, fund mapping and more!

Description: This session is open to all, but targeted to pension actuaries looking to understand the mechanics of how PRT is priced by life insurance actuaries, as well as life insurance actuaries who wish to understand how the stream of expected benefit payments and Accrued Benefits Obligation is calculated by Retirement Actuaries. Pension Risk Transfer involves two distinct disciplines of the actuarial profession. To date, understanding the other side of Pension Risk Transfer has been limited. This session will attempt to clarify the mechanics of the other side of PRT and explain how an actuarial model consolidating the two separate sides can be built. Panelists will include a retirement consulting actuary who helps retirement plan sponsors bring their pension plans to market to purchase PRT, as well as an experienced life insurer who works to price PRT.

Description: Join us in this webinar where we explore the intricate relationship between Professional Employer Organizations (PEOs) and insurance, diving into the art of risk management within this industry. Gain a comprehensive understanding of the diverse insurance products offered by PEOs, the positioning of PEOs in the actuarial landscape, and the strategic navigation of regulatory challenges.

Description: This study evaluates how integrating social determinants of health (SDOH) into Medicaid risk adjustment models impacts financial outcomes for ACOs/MCOs, offering foundational insights for policymakers and actuaries.

Description: This report examines the demographic, medical, and pharmaceutical profiles of HIV-positive individuals in Medicare and how their needs differ from the general Medicare population.

Description: This study presents a comprehensive approach of real option analysis to climate adaptation policies aiming to mitigate flood risk. The framework focuses on pricing catastrophic risk in coastal regions, allowing for economic growth and uncertainty in the mean sea level rise.