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: The Mortality and Longevity and Catastrophe and Climate Strategic Research Programs are pleased to make available a report summarizing an expert panel brought together to discuss the impact of wildfires on U.S. health and life insurers.

Description: The purpose of this analysis is to provide a practical set of changes to the incidence rate modifiers of the 2013 Individual Disability Income Valuation Table to reflect recent industry individual disability income (IDI) claim experience trends from 2005 through 2015. The goal is to have resulting 2005-2015 experience-based incidence modifiers in a workable format to facilitate its use.

Description: Research Objective The Society of Actuaries Research Institute General Insurance Research Committee is seeking researchers to identify and analyze the various by-component inflationary forces on pet insurance affordability in the United States and Canada. In addition, we seek ideation of potential solutions that are likely to improve the affordability of pet insurance.

Description: The Society of Actuaries (SOA) published its first COVID-19 research brief on March 10, 2020, followed by regular updates and expansions through June 12, 2020. The comprehensive report included a section of statistics that highlight the pandemic’s impact on economies in the U.S. and Canada. This report shows updates through September 30, 2020, to selected graphs from the Economic and Asset Impact section of the comprehensive report.

Description: The Centers for Medicare and Medicaid Services (CMS) recently released the final 2020 Actuarial Value Calculator and Actuarial Value Calculator Methodology

Description: The SOA is releasing this brief report which summarizes the results of the latest National Health Expenditure (NHE) data released by the U.S. Government. This report highlights some of the key elements of the 2018 NHE data and compares them to prior year data and projections.

Description: This tool created graphs of Google's mobility Data. This version of the tool contains global, country-level data through July 31, 2020

Description: An update of selected key graphs from the Key Statistics section of previous COVID-19 briefs.

Description: In this report, we explore the impact of clustering using the Medical Expenditure Panel Study (MEPS) data for children (aged 5 to 17) to build a bridge between oral health and overall health using dental and medical expenditures. We include social determinants of health as cluster input variables using the Partitioning around Medoids (PAM) method to identify children and their families who could potentially benefit from population health management related to oral health.