Description: This report is an update of the U.S. Population Mortality Observations – Preview of 2020 Experience released in May 2021. This update is based on 2020 provisional death data released by the CDC.

Description: The SOA Research Institute engaged Milliman to perform a study examining life insurer practices on accelerated underwriting and how COVID-19 has impacted them. This effort included a separate outreach to actuaries working for twelve different state insurance departments. At the time of this report, three responses to our regulatory survey had been received. Therefore, the results of the three-question survey are discussed in broad terms, rather than using numerical measurements.

Description: This report contains a set of of unloaded and loaded mortality tables for guaranteed issue business.

Description: This report contains a set of of unloaded and loaded mortality tables for guaranteed issue business.

Description: This report utilizes a literature review, company survey, company interviews and/or other methods to catalog a listing of common living benefit riders. It was sponsored by the Product Development and Reinsurance Sections along with the Committee on Life Insurance Research. This paper has several goals in relation to each living benefit rider type: to define various living benefit riders, to provide historical sales data and general filing requirements, to explore how underwriting and administration is handled, and to comment briefly on the overall level of claims activity experienced thus far compared to pricing expectations. In addition, it includes a review of the direct and reinsurance pricing implications of the riders to the extent they impact policyholder optionality and base plan financial characteristics. This paper includes perspectives developed through the experience of the authors, and includes executive summaries of a survey conducted by the SOA and Milliman of 34 direct writers, and interviews that Milliman conducted with 8 reinsurers.

Description: Sent to potential participants to gather information on different preferred class structures.

Description: This report explains the concept and construction of the Market Consistent Embedded Value (MCEV) measure, as well as its usefulness as a profit/risk measure relative to other profit/risk measures currently used by insurance companies for various products. The knowledge from this research will assist actuaries, corporate leadaers, risk management professionals and others in understanding, implementing and comparing MCEV to current risk assessment tools utilized by insurance companies.

Description: The Society of Actuaries Product Development Section, the Modeling Section, the Reinsurance Section and the Financial Reporting Section announce the release of a new research report that introduces a novel framework for leveraging the "architecture" of an industry mortality table within a company's predictive analytics-based insured mortality analysis.

Description: This overview shows considerations for consumers when reviewing the Life and Annuity Living Benefit Riders study.

Description: Authored by a MIB Solutions team of Tom Rhodes, Stuart Klugman, Marianne Purushotham and Stacy Gill, the report summarizes the results of a study on the application and adoption of credibility theory within the life insurance and annuity industry. In addition to the report, numerical examples related to the application of credibility to company mortality and lapse data are provided in the four Excel files. This excel spreadsheet is a numerical example relating to the application of Credibility for mortality. Please see the SOA website research section for the complete report on Credibility Theory Practices.