Description: This webcast will walk through several statistical methods for imputing race and ethnicity from U.S. datasets, highlighting their strengths and weaknesses, talking about how to use them and evaluating their accuracy, and telling you where you can get code packages as well as a free dataset to try the methods out.

Description: This article discusses the details of being classified as cognitively impaired, particularly the relationship between being classified as cognitively impaired and subsequent mortality experience and the effect of cognitive impairment on mortality rates.

Description: Critical factors to consider as we age include where we live, who we interact with, how we get the help and support we need when we need it, and how our health care is organized and delivered. Underlying this is how we finance the cost of specialized housing, care and support. Some communities are age-friendly where we can obtain supportive services, others are not. Some people choose to live in senior housing which integrates support services, others choose to live in the community among people of all ages. Some health care systems are well designed to meet the needs of older people, others are not. The cost of living for older adults, considering all of these factors, varies by community. Explore more about the perspective of older adults, how communities have structured to meet their needs, and how society as a whole is becoming aware of and addressing a growing aging population.

Description: In this introductory session, we set the stage for the Symposium’s entire ElderTech track. We’ve seen increasing technology adaptation by the elderly in many areas of their lives, including socializing, health care, mobility, home monitoring, insurance, investing and financial planning. Panelists will provide an overview of the current state of ElderTech and how they believe it will evolve in the short and long term. Panelists will also discuss the problems ElderTech is trying to solve, consumer pain points and why ElderTech has become so important recently.

Description: Panelists from the home-based care industry will discuss the latest technology and services that enable and prolong the receipt of formal and informal care at home for the elderly and delay transitions to care facilities.

Description: General Session VI

Description: Life insurance with LTC features is exciting business to produce, but the complex for a valuation actuary at year-end. This session will discuss setting morbidity and policyholder behavior assumptions for principles-based reserving and cash flow testing more generally. We will review considerations for GAAP reserving for hybrid products. We will highlight the interaction of assumptions whose risks offset (mortality, morbidity, lapse, and more) and how the valuation actuary may think of these in sensitivity testing and setting prudent estimates. Panelists will draw from the 2022 Academy of Actuaries Combination Product Valuation Practice Note.Finally, we will discuss reserve assumption setting in light of public-private LTC legislation (e.g. Washington Cares), which inspired sales of hybrid life and LTC products in the individual and worksite markets.

Description: LDTI's roll forward disclosure requirements include line items for the impact of actual variances from expected experience (A/E) for both net premiums and benefits. These aggregate A/E amounts provide some insight into how actual experience is emerging relative to expectations, but they do not provide insight into either the drivers of the deviations or their significance.

Description: Discover an introduction to decomposing differences in life expectancy by age and cause of death. Take a look into demographic techniques that decompose life expectancies at birth and older ages into the portions contributed by later age groups and causes of death-. These have been in existence for some time and provide a convenient device for analyzing mortality change over time as well as differences between sexes, countries, and ethnic groups. The methods will be described and illustrated by spreadsheet examples.

Description: "Population Aging, Global Climate Change and Social Security – Sally Shen, Research Associate, Global Risk Institute, John A. Turner, Ph.D., Director, Pension PolicyClimate Change and Mortality Time for Actuaries to Pay Attention – Sam Gutterman. FSA, CERA, FCAS, FCA, HONFIA, MAAA"