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: As results emerged showing the influence of COVID-19 on recent mortality, the Society of Actuaries Research Institute’s Mortality and Longevity Strategic Research Program Steering Committee (MLPSC) began to ponder what it means for the future. Was the coronavirus pandemic just a temporary shock to U.S. mortality with mortality quickly returning to prepandemic levels upon its conclusion or a lingering factor in future U.S. mortality from the potential occurrence of new coronavirus variants, post-COVID-19 conditions (“long COVID”), deferral of needed health care treatment, a fatigued health care system and other elements? Only time will provide the answers to these questions.

Description: What role do retirement accounts and insurance products play in wealth inequality pre- and post-bankruptcy in Washington, DC, in 2011?

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: India is in the process of updating to a more risk-based capital framework. The article provides a high level introduction of the development and discusses some of the key design and implementation considerations.

Description: With the growing threat of cyber incidents, organizations and governments are rightfully concerned. In recent years, cyber incidents have caused significant losses to entities and insurers across the world. Therefore, there is a need to understand and provide greater context around the topic of catastrophic cyber risk, which has implications for insurance companies, reinsurers, regulators, consumers, and society. Taking a multi-disciplinary, holistic approach, an expert panel study was conducted on catastrophic cyber risk in this four-part series of discussions and subsequent reports.

Description: This study of socioeconomic inequalities in mortality builds on a previous report in which we identified a large and growing gradient in life expectancy between 1982 and 2019 across U.S. counties classified into 10 socioeconomically homogeneous categories. In this report, we seek to identify the particular causes of death contributing to the growing disadvantage in mortality between populations in the least and most affluent deciles as previously defined.

Description: On September 14, 2022, The Wall Street Journal hosted its ‘Future of Health’ event, which was a virtual event featuring three sessions on some emerging cutting-edge topics that could impact the future healthcare environment as well as health care actuaries. This report summarizes the event.