Description: The COVID-19 pandemic has had an impact on all aspects of daily life and its impact extends to how disability incidence may play out in the future. Product profitability will be shaped by how morbidity patterns, interest rate levels and other key drivers will play out into the future. In this session, our panel will discuss COVID’s impact on IDI morbidity experience as observed over the past 18 months, offer comparisons and insights in light of other insurance lines of business, and share emerging information on the on-going effects of Long COVID. Highlights will also include how regional differences and implications for insurers as the industry moves further into the COVID vaccine era.

Description: The COVID-19 pandemic will have a lasting impression on all forms of life, annuity, and A&H insurance. Individual and group disability insurance are no exception. Examine how U.S. group and individual disability insurers have been impacted by the pandemic and how they are preparing for an uncertain future. Oliver Wyman will team up with experts from the insurance industry to discuss insights on the impact of COVID-19 on disability insurance, including results from Oliver Wyman’s 2022 industry survey. Learn about the past, current, and future expected impacts of COVID-19 on: - Claim experience (including mortality, incidence, recovery and SSDI offsets) - Reserving - Scenario testing - Insurer operations (e.g., claims adjudication, recertification) - Sales and persistency By attending this session, you will be able to: - Understand how disability insurers have been impacted by the pandemic across multiple facets. - Identify where and how U.S. disability insurance carriers are adapting to the new and evolving environment. - Discover how carriers see disability insurance evolving as the COVID-19 pandemic continues.

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.