Description: Through the sponsorship of the Robert Wood Johnson Foundation, The Society of Actuaries partnered with Wakely to use their health care data to study the effects of COVID-19 on overall health care claims for individuals with a COVID-19 diagnosis. The conclusion of the study is that individuals with COVID-19 claims had significant increases in health care costs leading up to their months of diagnosis, as well as in the months following their diagnosis. These effects were more pronounced for individuals who were hospitalized due to COVID-19 as well as for individuals with prior co-morbidities. Finally, the overall health care costs of these members plateaued at significantly higher levels than their pre-COVID baselines. In fact, all the main membership cohorts experienced claim levels that were at least 20% higher than their pre-COVID starting points.

Description: This study was undertaken to ensure the ongoing adequacy of the modified 1985 CIDA table as specified in Valuation Manual Section VM-26 for single premium credit disability insurance. In addition, the shift in the distribution of sales by term between contracts issued in previous study periods to 2017 and 2021 was analyzed.

Description: Future mortality improvement has been a common assumption in life insurance and annuity pricing and forecasting for many years. However, experience over the last decade suggests this might be an assumption that merits reconsideration in the United States. This article will take a closer look at factors that impact mortality improvement trends and discuss why insurers may want to reevaluate product designs to better manage the associated mortality risk. We then introduce a product idea with this in mind, where premiums are based on a life expectancy index and insurers share the risk (and opportunity) or mortality improvement with policyholders.

Description: CMS provides ACOs with monthly claims data for members, including their medical visits and ACO program eligibility. This data can be divided into Membership and Claims tables through the ETL process. However, when calculating PMPY at specific levels of detail using these tables, issues arise due to unrelated dimensions, leading to inaccurate and understated results. This article presents a solution to this problem by utilizing Tableau's data blending capabilities.

Description: Some seniors may find it challenging to manage frequent doctor visits. Telemedicine can significantly fill in some of these gaps by enabling “virtual” doctor visits. Telemedicine improves access to medical care, reduces the need for transportation, reduces wait times, protects the health of individuals who won’t be exposed to germs of others in a waiting room, and improves access to care from a healthcare professional who may be far away from the patient and more. Implications for telemedicine in charged amounts (in various insurances) are being worked out and continue to evolve.

Description: SARS-CoV2 will impact our post-pandemic future. Morbidity more than mortality will impact the life and health business in the mid-term. But how does this temporary disruption in health care elicit long-tail implications on other common diseases and changes in lifestyles? Find out how mid-term pricing could be affected using one case scenario and also show how mental health will particularly shape the post-pandemic future (individually and societal), not only due to long COVID. Review the experience of the insured policies and discuss future ideas for COVID-19 research at the Society of Actuaries Research Institute. Consider recent causes of death studies, as well as reported claims analyses to help expedite the analysis of recent experience. Join us where experts from both the medical and actuarial disciplines join forces to discuss this important topic.

Description: Retirement planning generally includes a focus on decisions needed at time of retirement, but it often fails to focus on changes during retirement and additional decisions needed as people age. The 2021 SOA Risk Survey and other SOA research documents the lack of focus on future change. It is common for people to lose cognitive ability and generally to become less able to make decisions, manage their finances, their medical care and their lives at high ages.This panel focuses on communication and decision issues. The SOA has recently issued a decision guide on High Age Decisions. The brief identifies four domains for high age decisions: ·Health, health care and staying healthy ·Managing finances ·Housing and transportation ·Support networks The panel will include a discussion of communications and how we change, problems of physical, hearing, sight or cognitive decline and the challenges created and the four domains in the SOA Decision Brief.

Description: This study aims to explore the evolution of and trends in how consumers from younger generations understand, investigate, and purchase private insurance plans.

Description: Research Sponsorship Opportunity: Post Pandemic Mortality by Generation

Description: This article provides an overview of critical illness insurance: history, product description, and the three primary ways to offer critical illness coverage in the United States. This article also contains an illustration of an issue age premium rate calculation, as well as product features and rating applications specific to the various types of critical illness coverage.