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: Interest Maintenance Reserve ("IMR") has become a hot topic recently due to rising interest rates, causing decreases or even negative IMR balances for some insurers. This article aims to exam some new questions facing financial reporting actuaries: - How should negative IMR be treated for statutory reporting? - What are the other actuarial implications of negative IMR? - What have regulators done and/or plan to do about negative IMR? - What are potential mitigants?

Description: Emerging technologies like GenAI will be more disruptive than past technological developments, such as spreadsheets, low-code data and dashboarding tools, and cloud computing. This article will explore how how we can lead ourselves, our teams, and our organizations to thrive within a defined modern value proposition, using one of two archetype roles: actuaries as business partners or actuaries as developers.

Description: Defined benefit plans have been disappearing from the private sector retirement program landscape. 401k Plans that have taken their place are not designed to provide retiree lifetime income. Individuals seldom work for a single employer and thus have many retirement accounts spread about. This commentary discusses an alternative approach to providing retirement income a voluntary basis in a vehicle that is decoupled from employers.

Description: S&P Global released its initial version of proposed changes regarding its Insurer Risk-Based Capital Adequacy methodology and assumptions on Dec. 6th, 2021. Unlike prior guidance notes or criteria releases, the proposed changes comprehensively updated the current S&P rating criteria released in 2010. These updates would directly impact many insurers. S&P Global anticipates that 10 percent of existing ratings in the insurance sector would be impacted and the change would lead to more positive rating implications than negative impact. This article focuses on the proposed changes on the S&P risk-based capital (RBC) vs. the current model, then simulate impacts to a representative U.S. life insurer through an illustrative case study.

Description: This article provides an overview on one of the most budget-, resource- and time-consuming components in an insurers’ IFRS 17 implementation journey in Asia – the Subledger implementation. This article covers the key functionalities of a subledger system, as well as the important lessons learned during the implementation processes.

Description: Recently the interest rates have been slowly trending up from the lowest point in August 2020. The focus of this article is on current market trends for long-duration products —including life insurance, annuities, and long-term care insurance —following an extended period of low interest rates, and lessons carriers can learn from similar historical periods of rising interest rates. Innovative and flexible product features will continue to be essential, as the current interest trend may not substantially increase insurers’ portfolio rates. When designing or modifying product features, insurers should consider profitability in a wide breadth of interest rate scenarios and be particularly mindful of the impact that crediting rates and asset durations will have on earnings.

Description: This article provides a brief overview of the current state of machine learning (ML) and artificial intelligence (AI) as they apply to actuarial science, including discussion around the integration of actuarial judgment with ML and AI. It concludes with an example of explainable ML through a python tool known as SHAP (SHapley Additive exPlanations), which is able to explain the key drivers behind individual ML or AI predictions.

Description: Many retirement actuaries have experience developing, implementing, and monitoring Liability Driven Investing (LDI) strategies for plan sponsors. These strategies typically involve modifying a plan’s investment strategy to remove a significant portion of the investment and interest rate risk now or at some point in the future when specific triggers are met. The tactics often involve the use of fixed income assets to cash flow and/or duration match the liabilities. In the spirit of helping actuaries expand their roles in an evolving defined contribution world, this article explores the application of LDI and derisking strategies within defined contribution and individual retirement accounts. The economic theory behind this approach is called the lifecycle hypothesis, or lifecycle finance. The benefits of the lifecycle finance method are that it provides a safe approach to save for retirement and a secure source of floor income during retirement. Similar to pension plans, each individual has his or her own idiosyncratic needs, wants, and risks that should be considered. Actuaries are uniquely situated to help defined contribution plan sponsors, individuals, and even themselves implement the lifecycle finance approach by developing and distributing tools and methods that focus on income (rather than wealth), LDI strategies, and personalization.

Description: Editor’s note: This is the first article in a series of three covering the Society of Actuaries (SOA) Competency Framework. The subsequent articles will appear in future issues of the Actuary of the Future newsletter. The Society of Actuaries (SOA) Competency Framework is a powerful tool to enable you to design your future. Though it has been the SOA’s instrument for prioritizing continuing education and support to members since 2010, many actuaries are still not fully aware what a potent tool it can be to them in planning their personal careers.