Description: This article compares the pros and cons of two methods for projecting LTC utilization: an average utilization method and a distribution method.

Description: Third article in a series on how to use predictive analytics to improve the development of long-term care projection assumptions.

Description: This paper discusses the usage of dynamic i.e. open group pension plan valuation in the current and possible future regulatory environment. From The Pension Forum, August 2001, Volume 13, Issue No. 1.

Description: The article describes a dynamic investment strategy for defined benefit pension funds to de-risk the plan by changing the asset mix based on the funded ratio.

Description: This article advocates that DC plan sponsors implement programs of retirement income in their plans, and that actuaries are ideally qualified to help plan sponsors with that task. A program of retirement income offers a menu of choices to convert savings to income, along with appropriate communications to help retiring employees make informed choices.

Description: A Discussion of why female mortality is higher than male mortality at higher ages.

Description: The "feel free" strategy helps retirees understand when they can retire, how much they can spend and how much guaranteed income they might want. The approach is very simple - divide your age by 20 and feel free to spend that percentage of your savings in a year.

Description: Longevity insurance benefits are deferred annuities that begin payment at advanced older ages, such as at age 82. With a longevity insurance benefit, the problem of asset decumulation with uncertain life expectancy is simplified. Instead of planning for an uncertain period, retirees can plan for the fixed period from the date of their retirement to the date at which they start receiving the longevity insurance benefit. Originally, Social Security was structured as a longevity insurance benefit program, with roughly 50 percent of those entering the workforce surviving to receive the benefits. Over time, however, as life expectancy has improved, Social Security benefits have slowly transformed into benefits that most people entering the work force ultimately receive. While adding longevity insurance as a new benefit when Social Security is already facing a financing deficit would be problematic, reintroduction of a longevity insurance benefit a s part of Social Security reform package that involved benefit cuts could be an important policy innovation.

Description: The asset portfolios of retirees’ serve many purposes including current income, liquidity, purchasing power, estate, tax minimization, and so on. Multiple objectives with different levels of importance lead to a complex asset allocation problem for retirees. Existing asset allocation methods normally focus on a subset of the multiple objectives of retirees in an approximate way. The simulation-based multiple objective asset allocation method objectively assesses each allocation plan against multiple objectives in a consistent way and provides a more holistic picture of possible outcomes. This information is critical for finding the optimal allocation plan. The optimization is based on the weighted performance relative to multiple objectives. At the same time, it requires more inputs and advanced modeling.

Description: This article sheds light on the various ways machine learning can uncover patterns within data to add unique value and insights to businesses.