Description: This study and report have the following primary purposes: 1. Evaluate recent mortality experience relative to standard industry mortality tables, at a broad level. 2. Observe general trends in mortality experience by key policy characteristics. Where possible, provide insights into the industry changes contributing to the observed trends. 3. Provide the underlying data in spreadsheet pivot table format for further investigation by qualified actuaries. Provide data also in a delimited text file and Tableau dashboards for use with other software tools.

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 paper derives exact expressions for the ultimate ruin probability and establishes the effect of correlation on ruin probability using the Wiener-Hopf factorization.

Description: Unloaded (basic) and loaded, ultimate tables for males on an age-last birthday and age-nearest bases as of 2017

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: 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.

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 - Limited Fluctuation Method. Please see the SOA website research section for the full report on Credibity Theory Practices.

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.