Description: The SOA Research Institute has executed research for over twenty years on some repeating themes and topics. The reports build on each other and add content. This article summarizes and discusses a summary report on long-term care, caregiving and housing linked to long-term care and caregiving.

Description: The article provides an overview of the federal tax treatment of long-term care insurance contracts, including a brief history of the tax treatment of long-term care insurance, the requirements that must be satisfied in order to be treated as qualified long-term care insurance under the Internal Revenue Code, and a brief discussion of qualified long-term care combination products and chronic and terminal illness accelerated death benefits offered under life insurance contracts.

Description: The summary and introduction of an SOA research paper that explores valuable insights and recommendations for insurance companies considering entering the market of commercial long-term care insurance (LTCI) in the Asia-Pacific, based on individual health status.

Description: To inform and educate stakeholders for health plans and insurers on novel ways to optimize reinsurance structures to meet capital related goals and boost RBC and liquidity ratios. In lieu of traditional market-based financial instruments involving equity and/or debt, a quota share transaction can be used with potentially far more attractive terms and achieving essentially the same result.

Description: Milliman was engaged by the SOA to conduct two Accelerated Underwriting (AU) surveys, one of direct companies and another of reinsurers. The surveys explored actual results from 2019–2021 and expected results from 2022.

Description: The coming wave of biosimilars could dramatically affect prescription drug costs and benefit strategies over the next several years. The launch of many Humira biosimilars in 2023 is the Big Event that will largely determine the impact of the biosimilar wave. Payers have many decisions to make about coverage and formulary tiers. What factors will drive payer decision-making?

Description: The introduction and effective application of US GAAP LDTI have increased the scrutiny of those reviewing the updated financial results. That is because LDTI has resulted in significant changes in actuarial reserving and deferred acquisition cost (DAC) models for long-duration contracts, including significant changes to data, assumptions and required disclosures. In light of the changes, greater reliance has been put on companies’ model risk management (MRM) teams and model validations to assess the conceptual soundness and accuracy of their companies’ actuarial models and to assess that the underlying data and process utilized are suitable and appropriate. This article covers a brief background on model validation, walk through a sample LDTI-focused model validation framework/test plan, then provide insights on common LDTI-related validation observations based on the authors' prior validation experience.

Description: This article provides an update, as of October 2023, on Financial Reporting Section research projects in process and those recently completed.

Description: In the evolving realm of healthcare actuarial practice, value-based contracts are reshaping the landscape. This article explores the pivotal role of AI-enhanced Electronic Medical Records (EMRs) in empowering actuaries to navigate this dynamic sector. Despite challenges in data standardization, AI-enhanced EMRs offer a solution by extracting and standardizing diverse medical records. The article delineates how AI-EMR integration benefits actuaries and provider organizations, enabling more accurate forecasting, earlier shared savings prepayments, and real-time quality metric aggregation. Moreover, it discusses how this fusion addresses historical data limitations, can help project catastrophic claims, and can help identify risk score capture opportunities. Ultimately, it indicates the transformative potential of AI-EMR synergy, positioning actuaries at the forefront of healthcare analytics with unprecedented precision and insight.

Description: Stefanos Orfanos shares his perspective and priorities for this year as the incoming chair of the SOA Education and Research Section.