Description: The presentation will cover conclusions, the mathematical techniques chosen (LightGBM), the rationale for that choice, and the technical tools used to collaborate among a dispersed team. (R, GitHub, CodeSpaces)

Description: In this video Dale Hall, Managing Director of Research at the Society of Actuaries Research Institutue, presents finding from a report on state-based catastrophic insurance coverage for long-term care in cases of conditions like dementia, ALS, and multiple sclerosis. Focusing on Minnesota as a representative state, the research explores stakeholder opinions on two program options: a comprehensive approach and a condition-specific model. While stakeholders favored a comprehensive structure, they highlighted operational challenges, the necessity of mandatory participation, and the importance of education and marketing efforts. The major takeaway is broad support for the concept, though overcoming operational hurdles and determining cost parameters are crucial for future program development. Contributors: Dale Hall FSA, MAAA, CFA, CERA , Rose Northon, STeven Siegel ASA MAAA, Jon Forster ASA MAAA

Description: Much of the work performed by disability insurance actuaries depends on the availability of accurate and detailed data, which is not always as simple as it sounds. Explore a variety of data challenges faced by disability actuaries, along with potential solutions. Potential topics include finding relevant data, the impact of poor data on valuation work, the impact of new privacy rules, and the potential bias in the data used to develop predictive models.

Description: In today's growing supplemental health space, innovative benefit offerings are essential for both marketability and market competition. Discuss the latest trends in accident, critical illness, and hospital indemnity plan design, as well as the regulatory hurdles that can be involved when implementing these new benefits.

Description: Management service organizations (MSOs) in value-based care have expanded into far more locations in the health care ecosystem; some demonstrate value to both buyers and providers. Explore the role of these players in the health care ecosystem, their future outlook, and how actuaries can help them perform.

Description: 2021 Generally Recognized Expense Table (GRET) recommendations.

Description: This web page, provided by the Society of Actuaries Pension Section Research Committee, contains links to a 2004 introductory report and a full report regarding the impact of mortality projection scales on defined benefit pension plan valuations. The study that led to these reports was initiated to provide quantitative information illustrating the impact of reflecting mortality improvement using a 'Generational Approach' in actuarial valuations of defined benefit pension plans versus traditional methods. The full report was written by David Kays of ACUFF Associates. Accompanying the full report is an introductory report authored by Marilyn Oliver, who chaired the Project Oversight Group for this effort. The introductory report provides an overview on the work and summarizes the issues explored in the full report. It is suggested that the reader review the introductory report first for an overall perspective on the extensive details found in the full report.

Description: This web site provides an introduction to the 2007 and 2008 surveys regarding policyholder behavior in the tail. The purpose of the surveys is to gather the range of 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. A link is provided to the report which is entitled 'Policyholder Behavior in the Tail Risk Management Section Working Group Variable Annuity Guaranteed Benefits 2007 & 2008 Survey Results.'

Description: Web page for posting of research report identifying considerations for actuaries and annuity insurers in determining the actuarial present value of additional benefits for computing required minimum distributions under a deferred annuity contract. The paper discusses types of benefits covered under Treasury Regulation Section 1.401 a9–6, Q&A–12 as well as possible assumptions and methods for calculating the actuarial present values of additional benefits provided under an annuity contract.

Description: This web page provides an introduction to a research report that explores key factors associated with an insurer's reputational risk. The report examines conditions that would generate incentives for insurers to behave in a way that causes loss of their positive reputation. A link is provided to the report entitled 'Risk Management Determinants of Insurers Reputational Risk,'