Description: The interplay between technology and design to create safe, comfortable and thriving environments for aging in place and managing care costs.

Description: The Supplemental Health, DI & LTC Conference provides a unique opportunity to consider a cross-functional view of supplemental health products, individual disability insurance, and long-term care standalone and combination products.

Description: "How long is long in longevity? – Jesús-Adrian Álvarez, Ph.D. - Danish Labour Market Supplementary Pension Fund (ATP), The Rate of Aging in humans is constant. New evidence – Marcus Ebeling, PhD., Research Group Mathematical and Actuarial Demography, Max Planck Institute for Demographic Research, Rostock, Germany, Department of Sociology and Demography, University of Rostock, Rostock, Germany; Roland Rau, Ph.D., Professor, Research Group Mathematical and Actuarial Demography, Max Planck Institute for Demographic Research, Rostock, Germany, C6 Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Håkan Malmström, Ph.D., C6 Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden; Anders Ahlbom, Ph.D., Professor Emeritus, Karen Modig, Ph.D., Associate Professor, C6 Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden Human Lifetimes: Finite But Not Necessarily Bounded – Fei Huang, PhD., School of Risk & Actuarial Studies, UNSW Sydney; Ross Maller, Ph.D., Emeritus Professor, Xu Ning, Ph.D., Research School of Finance, Actuarial Studies & Statistics, Australian National University, Brandon Milholland, Ph.D., IQVIA Plymouth Meeting, PA."

Description: LTC insurers can proactively identify policyholders more likely to go on claim in the near future, and methods to potentially delay or prevent claims, benefiting company and customer.

Description: Bringing managed care concepts into LTC claims management could benefit insurers, policyholders, and providers. This article outlines the case for doing so, and articulates the benefits to each stakeholder in the LTC claims process.

Description: Mortality Model Selection and Combination in RAlternative approaches for selecting mortality models and forecasting mortality have been proposed. The usual practice is to base mortality forecasts on a single mortality model selected using in-sample goodness-of-fit measures. However, cross-validation and other alternative out-of-sample measures are increasingly being used in model selection, and model combination methods are becoming a common alternative to using a single mortality model. Such methods combine predictions from multiple mortality models to reduce model choice uncertainty and improve forecast accuracy. Explore techniques to select and combine mortality models using the freely available open source R package CoMoMo (https://github.com/kessysalvatory/CoMoMo), which extends the widely used R package StMoMo (https://CRAN.R-project.org/package=StMoMo). We will use data for the USA and other countries to discuss and demonstrate four different model combination approaches including simple model averaging, Bayesian model averaging, model confidence set, and stacked regression ensembles.

Description: From past to present, this article discusses what has happened in rate increase litigation, and how we got to where we are now. The article also discusses a possible "future" wave of rate increase litigation for insurers and counsel to be aware of as they move forward with rate increases in the future.

Description: Principal Analyst Laurie M. Orlov of the Aging in Place Technology Watch will present a roadmap for the technology and ITSS marketplace. She will explore where it has been, what it does best, where it is going, and the challenges it faces. She has been a leading researcher and independent analyst in this field for more than 20 years.

Description: Long-term care policy buyouts have been discussed within the industry lately as an additional policyholder option alongside a premium rate increase. This article discusses potential advantages and disadvantages of long-term care policy buyouts from the perspective of insurance carriers, regulators, and policyholders. It also explores certain key actuarial considerations relating to long-term care policy buyouts including potential approaches to valuing a buyout, adverse selection, and reinsurance.

Description: General Session III – The Ageing Process: From New Technology to New Medicine