Description: This report is a technical paper on a Predictive Analytics Framework and Reusable Workflow for Experience Analysis in actuarial studies. It covers data analysis, machine learning models, methodologies, and model interpretation techniques.

Description: This report focuses on the risks of change in the insurance industry and adapting to the "New" New Normal. It includes survey results, analysis, and discussions on various risks affecting the industry in the current environment.

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: The Society of Actuaries (SOA) and Reinsurance Group of America (RGA) have conducted a study on Asia's shifting demographics and its impact on retirement systems. This research explores retirement planning behaviors, financial awareness, and risk perceptions across different life stages, offering valuable insights for policymakers, financial institutions, and individuals. Discover how these findings can enhance retirement security and uncover new opportunities for innovative financial protection solutions.

Description: The Society of Actuaries (SOA) Research Institute’s Mortality and Longevity Strategic Research Program Steering Committee issued a call for essays to explore the application of artificial intelligence (AI) to mortality and longevity. The objective was to gather a variety of perspectives and experiences on the use of AI in mortality modeling, forecasting and prediction to promote discussion and future research around this topic. The collection includes six essays that were accepted for publication from all submissions. Two essays were chosen for prizes based on their creativity, originality, and likelihood of further thought on the subject matter.

Description: This report discusses cancer mortality at older ages, including insights on cancer risk, trends, treatment, and impacts, as well as expert panel discussions. It addresses factors influencing cancer risk, advancements in treatment, and the impact of COVID-19 on cancer trends.

Description: Seeking researchers to analyze long-term risk trends via survey data and develop engaging report formats for broad audiences.

Description: This report is a comparison document discussing the regulatory frameworks for non-discriminatory AI usage in the insurance industry across different jurisdictions, including the United States, European Union, China, and Canada. It highlights current developments and regulatory bodies relevant to AI regulation in each region.

Description: This report is a comprehensive survey of existing literature on mortality and race and ethnicity in the United States, examining disparities in mortality rates among different racial and ethnic groups. It explores factors influencing mortality differentials, including socioeconomic status, health care access, and other relevant aspects.

Description: This document discusses the process of obtaining regulatory approval for actuarial innovations in the United States. It includes information on the research project conducted by the Society of Actuaries and Milliman, insights from interviews with actuaries and regulators, as well as advice for presenting and defending innovative ideas.