Description: This project examines how companies perform deterministic scenario analysis, focusing on a worldwide IT disruption and its operational impacts. It highlights the use of table-top exercises to estimate direct and indirect effects, leveraging senior managers' experience.

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: A multi-author collection exploring how catastrophe modeling can be adapted to life and health insurance, particularly in response to the 2025 Los Angeles wildfires.

Description: This collection presents three essays analyzing the multifaceted impacts of AI and LLMs on retirees and retirement professionals, blending quantitative, philosophical, and forward-looking perspectives.

Description: These are the specifications for monetary tables based on 1958 CSO and CET mortality tables. Formulas using commutation functions for reserves and cash values are given. Originally published in 1961 and updated in 1976 due to advances in computer technology.

Description: The American Academy of Actuaries and the Society of Actuaries have joined resources to maintain this Economic Scenario Generators Excel Workbook tool for use in regulatory reserve and capital calculations. Please see the SOA website research pages for further information on this tool and how to use it.

Description: This report is jointly sponsored by LIMRA International and the Society of Actuaries in collaboration with Ernst & Young. It describes Substandard Annuities and discusses the market opportunity for them, underwriting, the associated risk management issues, and the issues companies need to address when competing in the substandard annuity market. It discusses the single premium immediate annuity, SPIA, in relation to substandard annuities and the differences between the products.

Description: This report, the second such report, presents the compilation of data received from life companies responding to a survey on preferred risk underwriting and provides opinions of the Task Force on Preferred Underwriting with respect to future trends.

Description: This study was undertaken to review pooled companies’ mortality experience on cases reported to the Medical Information Bureau, MIB, with findings suggesting an increased probability of ethanol related complications or hepatic dysfunction. The study examines the mortality associated with evidence of excessive alcohol use, an adverse driving record or abnormalities of the liver function tests.

Description: The Health Section Research Team is pleased to make available the following research study and Excel model that provide a framework for estimating the financial impact of health plan provider network risk. The research was conducted by the Denver office of Milliman, Inc. The Excel workbook allows the user to assess cost implications of aspects of network risk under various assumptions. The assumptions in the workbook can be altered by the user and be applied to test a range of scenarios.