Description: This article provides an overview of activities that should be considered by an actuary when validating a predictive model. It describes several components to consider when validating a predictive model and provides an examination of various methodologies that can be implemented in the validation process.

Description: As actuaries, we’re trained to see patterns in numbers and to design solutions that mitigate risk. But I can tell you from experience that while quantitative analysis and modeling are critical actuarial tools, looking at the numbers alone can lead to insurance products that don’t succeed in the real world the way the math says they “should.” With new digital technologies, we have more data at our fingertips than ever before, but I believe it’s equally as important to bring qualitative research methodologies into your product development process if you want to design solutions that meet real needs in the market. In this article, Amanda Turcotte shares what happens when qualitative research is neglected or ignored, what happens when you incorporate it into the product design process, and how to implement qualitative research practices in your organization.

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: In 2020, the Korean insurance regulator, Financial Services Commission (FSC), introduced a coinsurance structure allowing for full risk transfer—including investment risk, interest rate risk, insurance risk, and policyholder lapse risk—as a permitted practice. Expanding use of coinsurance in the Korean insurance market brings a suite of potential benefits to Korean insurance companies including increased financial flexibility, options to improve policyholder protection and shareholder value through optimization of business strategies. As such, FSC’s initiative and intention to introduce coinsurance opportunities to the market is commendable.

Description: In this article we provide a market overview of these three living benefit riders, discuss key product development and pricing considerations, explore the advantages of offering many living benefit riders on a single life insurance policy, and review considerations when filing these products for review and approval for entering the market.

Description: An overview of the basic tooling and packages available for the Julia programming language, with a focus on why this is of interest to the actuarial profession. It covers some of the built-in language features as well parts of the Julia package ecosystem that make Julia ideal for modeling and data analysis. This is the second installment in a series of article aimed at actuaries. The first installment, Julia for Actuaries, was published in the October 2020 edition of Actuarial Technology Today, and covered the base language itself, its high-level, math-friendly syntax, and why the actuary of the future should consider its adoption.

Description: In PLR 202109001, the IRS ruled that a proposed assumption reinsurance transaction between related foreign parties changing the counter party obligated to a domestic corporation (“Taxpayer”) under an existing agreement did not give rise to Taxpayer being treated as making a base erosion payment (“BEP”), as Taxpayer did not receive a deduction under §832(b)(4)(A) from the amount of gross premiums written on insurance contracts during the taxable year for premiums paid for reinsurance.

Description: As product development professionals, we know that getting customer feedback is a key component of the product development process. If crafted carefully, these sessions can uncover true unmet needs, unlock the next product innovation, and create market share gains, all while creating something that contributes to society. As quoted during one of our last focus groups, “Magic stuff happens here.” When designing your research, are you doing all that you can to promote inclusive thinking? By focusing on the design of your study—through overall theme and by paying attention to the details in the process—you can uncover new perspectives that you may not have considered, if not for being deliberate in your actions. Instead of just avoiding structures that create biases, we need to actively incorporate inclusivity. Our team performed a study titled “Designing Solutions to Empower Women,” which focused on women’s viewpoints and how those could be incorporated into life insurance product development. I would love to share some of my experiences and tips collected along the way.

Description: Scenario analysis for a pension plan is the process of assessing the effects of hypothetical events on the plan’s future financial position, providing tangible real-world examples of risks facing the plan. Long term risks for a pension plan can often feel abstract. Providing strong narratives around possible future events makes it easier for stakeholders to engage with these risks and potential mitigation strategies

Description: This article explores some key challenges facing the modeling actuary related to LDTI implementation and shares associated compliance and modernization considerations.