Description: This article will highlight new model visualization approaches we use to shed light on the “black-box” nature of advanced modeling techniques. These visualizations help us better highlight and understand the key drivers of predictions so that they can be understood and validated by all stakeholders

Description: The 2019 Long-Term Care (LTC) Medical Symposium was a one-day conference that extracted the thinking of leading experts on historical and future trends that will influence LTC insurance (LTCI) claim expectations. The symposium focused on the ideas from experts outside of the LTCI industry for the explicit purpose of gathering fresh perspectives on the issues that LTCI companies face, such as expected timing of new claims onset, length of claim, life expectancy and cost of care. The 2019 symposium built on and complemented the first annual symposium held in 2018. The focus in 2019 was on aging of the brain and how technology will impact the future of LTC caregiving. The symposium is not intended to quantify historical or future trends or to be prescriptive or specific about long-term care actuarial assumptions. Rather, the symposium aims to provide the long-term care actuary with environmental context for considering morbidity and other macro factors that may impact LTC experience in the long term.

Description: Private LTC insurers are paving the way for value-based care through working to implement care management programs that improve the lives of their policyholders before and during a claim. However, measuring the effectiveness of these new programs is a challenging task. In this article, we will explore powerful tools that can enhance traditional effectiveness studies and address some of their existing weaknesses.

Description: The 2020 Long-Term Care (LTC) Medical Symposium was a two-day conference that extracted the thinking of leading experts on historical and future trends that will influence LTC insurance (LTCI) claim expectations. The symposium focused on the ideas from experts outside of the LTCI industry for the explicit purpose of gathering fresh perspectives on the issues that LTCI companies face, such as expected timing of new claims onset, length of claim, life expectancy and cost of care. The 2020 symposium built on and complemented the first annual symposium held in 2018 and 2019. The focus in 2020 was on aging of the brain and how technology will impact the future of LTC caregiving. The symposium is not intended to quantify historical or future trends or to be prescriptive or specific about long-term care actuarial assumptions. Rather, the symposium aims to provide the long-term care actuary with environmental context for considering morbidity and other macro factors that may impact LTC experience in the long term.

Description: This article discusses considerations for statistical biases that may arise in LTC blocks due to historical benefit reductions. The article explores these biases in the context of experience studies and experience projections.