Description: This SOA research report produced by Kamakura Corporation helps illuminate credit risk modeling techniques within the life insurance industry. It includes a review of available research on the subject from academic and industry sources, the development and distribution of a survey on actual techniques used within the industry, and all associated analysis. The finance and economics literature review provides a historical review of academic research on credit modeling with Altman Z-scores, Merton’s structural model and more recent “reduced form models” The industry literature includes discussions of the various credit modeling techniques, factor-based approaches, credit migration models, structural models, reduced form models, hybrid models, actuarial models and credit scoring models. As credit risk modeling is an extremely broad topic, the scope of the survey is narrowed to particular asset classes and functions. There were 22 responses in total to the survey from locations in Canada, Europe and the United states.

Description: This paper discusses which life insurance products are qualified under Section 7702 of the Internal Revenue Code so that the death benefit proceeds are excluded from the taxable income of the beneficiary. From Transactions of Society of Actuaries 1988, Vol. 40, Pt. 1.

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: At this session, experts will provide an overview of current statutory valuation issues pertaining to life and annuity products. The focus is on activities of the American Academy of Actuaries relative to principle-based approaches, but other matters will be covered, including the status of the NAIC valuation manual, life risk-based capital, developments at the NAIC affecting life insurance companies, and practice issues for appointed actuaries.

Description: After outlining some of the issues involved in the taxation of life insurance companies, this paper describes the tax consequences of various strategic courses of action by life insurance companies. From Transactions of Society of Actuaries 1981, Vol. 33.

Description: The Society of Actuaries released research in 2007, performed by Jim Toole, that develops a model for a U.S. individual life insurance company to consider its potential liability exposure as a result of a pandemic. Sponsored by the Mortality and Longevity Strategic Research Program Steering Committee, this paper updates several model assumptions including mortality in light of COVID-19.

Description: Sponsored by the SOA's Product Development Section, Financial Reporting Section, Committee on Life Insurance Research and the Canadian Institute of Actuaries, this report examines the application of credibility theory in the Canadian life insurance industry.

Description: An updated and expanded translation of the 1863 Theory of Life Insurance Premium Reserves by Dr. August Zillmer, Stettin, Prussia. This is a seminal paper for the life insurance reserve method used extensively in Europe.

Description: In this paper, the calculation of life insurance functions taking an HIV+ life into consideration is examined. From Transactions of Society of Actuaries 1989, Vol. 41.

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.