Description: An Excel spreadsheet to aid the reader in interpreting the information contained in the report, which provides exposure information by lapse factor and data cell. Please see the SOA website experience studies for the full report.

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: This report examines the influence of climate-induced migration on U.S. state-level population shifts and property insurance market responses, including rate setting, regulation, and insurer behavior.

Description: The American Academy of Actuaries and the Society of Actuaries (SOA) have joined resources to manage the economic scenario generators used in regulatory reserve and capital calculations.

Description: Research the impact of illiquid investments on pension plan funding, design, and risk management strategies.

Description: The American Academy of Actuaries and the Society of Actuaries (SOA) have joined resources to manage the economic scenario generators used in regulatory reserve and capital calculations.

Description: This is the mortality tables that appear in the 2000-2004 Preneed Insurance Mortality Study report. Please see the SOA website for the complete report.

Description: An Excel spreadsheet to aid the reader in interpreting the information contained in the report, which provides exposure information by lapse factor and data cell. Please see the SOA website experience studies for the full report.

Description: This analysis is being done to determine how recent experience, from the statistical agent data collected by MIB, is emerging relative to the 2015 VBT.

Description: This essay collection examines how changing family dynamics shape retirement security, offering insights on demographic trends, policy design, and actuarial strategy—because retirement is the ultimate family affair.