Description: Non-guaranteed elements are parameters of life insurance and annuity polices that are not fixed when the policy is issued but may be changed from time to time by the insurance company.

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 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 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.

Description: This report gives an update on the Getzen Model of Long-Run Medical Cost Trends for 2025-2035+, providing insights on key considerations, input parameters, and projections. It includes observations on long-term medical cost trends, budgetary resistance, and regulatory impacts on healthcare expenditures.

Description: The Society of Actuaries (SOA) Research Institute released an updated report summarizing current issues regarding actuarial technology. In March 2022, for a second time, the SOA Research Institute gathered a panel of insurance industry experts for an update on current actuarial technology topics to help identify directions for future research efforts. This report summarizes their discussions on the Actuarial operating model, technology risk and open-source software.

Description: The devastation wrought by opioid related deaths is national news. This article looks at the details behind the statistics.

Description: This report examines the impact on risk scores in risk adjustment models when there are timing differences for model updates and risk factor mappings.

Description: The Indian market holds tremendous potential for insurance products, especially in segments that remain untapped. The market is evolving in terms of market penetration, product innovation, regulatory changes, government initiatives, capital adequacy and customer experience. In this report, we have highlighted insurance trends in India based on insights gathered from practitioners' interviews, available research and literature, with a particular focus on the enterprise risk management (ERM) function of insurance companies.

Description: The SOA is pleased to make available a research report providing insight and considerations for the actuarial profession in assessing the potential risk and opportunities of MACRA to both provider and payer organizations.