Description: The Canadian Institute of Actuaries and Society of Actuaries Committee on Life Insurance Research, the Product Development Section and the Financial Reporting Section, sponsored this study investigating how the Canadian life insurance industry is utilizing predictive modelling.

Description: Experience report for life insurance policies with face amounts of $1 million or higher.

Description: How to make the third pillar of the pension system develop faster is a hot topic in the field of social security research in recent years. Its development is facing three dilemmas: cognitive dilemma, economic transformation dilemma and incentive dilemma. According to the order from easy to difficult, four suggestions are put forward: to build the third pillar system by introducing personal accounts; to separate individual accounts from urban and rural residence insurance and put them in the third pillar; to integrate housing funds into the third pillar; to turn short-term bank savings into long-term pension reserve by improving social welfare.

Description: This report examines the adoption and challenges of predictive analytics in life and annuity reinsurance, including current practices, regulatory context, and advanced AI applications.

Description: Award-winning essays on addressing unwanted bias in life and annuity insurance processes.

Description: This report was developed by the CESRC as an update of one Rob Erhardt prepared in 2016 that compiled a collection of sources that deal with what scientists know and what actuaries could do. Sources have been chosen with practicing actuaries and the public in mind. In the original report, nearly all governmental sources come from the United States. In the update an attempt was made to include sources from actuarial bodies and regulators worldwide. Please let us know if you have a source we did not include as it is anticipated that the SOA will continue to update a list of sources for these topics in the future.

Description: The Mortality Improvement Model, MIM-2021- V3. Different mortality projection methodologies are utilized by actuaries across applications and practice areas. As a result, the MIM Advisory Group (“Advisory Group”) developed a single framework to serve as a consistent base for practitioners in projecting mortality improvement.

Description: This is the A Review of the Demography of Retirement in the United States abstract authored by Jacob S. Siegel for Session 2B of the January 13-15, 2020 Living to 100 Symposium in Orlando, Florida.

Description: Initiated by the Financial Reporting Section, this paper explores rising interest rates. Following this path, the paper will look at implications of interest rate changes for the life insurance industry, current stress testing practices, and how a risk manager can proactively prepare for an uncertain future. A paper published in 2014 focused on why rates could stay low, and some aspects of this paper are similar (e.g., description of insurance products). This paper also uses a sample model office to help practitioners look at their own exposures. It includes typical interest-sensitive insurance products and how they might perform across various scenarios, as well as a survey to establish current practices for how insurers are testing interest rate risk currently.

Description: This is a report on the PBITT Working Group's fourth survey to gather the assumptions actuaries use in pricing, reserving, and risk management of minimum guarantees on Variable Annuity products, such as death benefits, income benefits, withdrawal benefits and maturity benefits.