Description: This study examines and describes parameter uncertainty. The paper provides structures to incorporate parameter uncertainty in quantifying risk.

Description: This research report analyzes the risk associated with the use of models through the potential for model error.

Description: This research report, based on Ontario pension plan data, examines differences between going concern and solvency valuations.

Description: Discover the latest insights on emerging risks in the Indian market with our comprehensive survey report. Uncover key findings on financial volatility, disruptive technology, and climate change, and learn how AI is reshaping risk management. Compare these results with North American trends and explore the optimistic economic outlook for the India market in 2025.

Description: This report provides insights into statistical methods for imputing race and ethnicity in the context of insurance industry disparities. It discusses various imputation techniques, performance metrics, and the evolution of methods over time. The aim is to address the lack of consistent data collection on race and ethnicity in insurance datasets.

Description: The Society of Actuaries Research Institute’s Aging and Retirement Strategic Research Program is pleased to release three essays addressing the actuarial impact of mental health issues in retirement.

Description: LIMRA, Reinsurance Group of America (RGA), the Society of Actuaries (SOA) Research Institute, and TAI have collaborated on an ongoing effort to analyze the impact of COVID-19 on the individual life insurance industry’s mortality experience and share the emerging results with the insurance industry and the public. This report contains the results of a cause of death analysis focused on how the rates of death for various causes were impacted throughout the pandemic period through the second quarter of 2022.

Description: This research project seeks to develop a broader understanding of the relationship between ownership of insurance and retirement products and the income and wealth gap between races and ethnicities in the United States.

Description: This research report includes an overview of the field's key results, detailed instructions for building Complexity Science models, examples of working models to run, a review of practical models applicable to the work of actuaries, an extensive literature review, and a discussion of how actuaries can apply Complexity Science in their work.

Description: This survey of emerging risks attempts to track the risk manager population‘s thoughts about emerging risks across time. The top 4 emerging risks from this third iteration of the survey are: 1. US current account deficit/fall in US dollar. 2. Blow up in asset prices/excessive indebtedness. 3. Oil price shock/energy supply interruptions. 4. Chinese economic hard landing.