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 analyzes insurance product design, morbidity trends, and pricing models for individuals with pre-existing illnesses in China to improve coverage for substandard health populations.

Description: An analysis of U.S. mortality trends by socioeconomic category from 1982 to 2023, emphasizing the continuing effects of the COVID-19 pandemic on mortality disparities.

Description: This report outlines a methodology for estimating mortality improvement factors based on data from insured lives. The report details challenges, methodology, results, comparisons with population data, limitations, and potential improvements.

Description: This report provides an overview of Takaful as an alternative approach to insurance, focusing on its ethical principles, historical background, operational framework, comparison with conventional insurance, and the potential growth and impact on society. It analyzes Takaful as a Shari’ah-compliant financial service and its potential in international markets.

Description: This report is about the implications for actuaries from the ISSB and global climate-related financial disclosure standards, addressing standards, regulations, and actuarial involvement. It discusses the new ISSB standards, their requirements, and the role of actuaries in climate risk management.

Description: This is a report on the effectiveness of health and wellness programs offered by insurers and employers in the U.S. It includes sections on background, methodology, literature review, expert panel discussion, and survey responses. The report focuses on the impact of such programs on behavior, health outcomes, and costs.

Description: This document is a report discussing the challenges faced by the insurance industry due to climate change, focusing on availability, affordability, and adequacy of insurance in areas impacted by climate-related risks. It covers expert panel discussions, factors influencing insurers, market gaps, solutions, and funding sources.

Description: This report evaluates the long-term mortality consequences of the COVID-19 pandemic from a cohort-based perspective using historical mortality data.

Description: This study explores the use of geospatial imagery and high-resolution image technology in the property and casualty (P&C) insurance industry, focusing on improving risk determination through accurate building location data. It introduces new methods like structure footprints and high-resolution elevation information to enhance underwriting, rating, and claims settlement. The study includes two case studies: one on flood risk in Hillsborough County, Florida, and another on wildfire risk in three California communities, demonstrating the significant impact of precise location and elevation data on risk assessment and insurance premiums.