Description: The advent of machine learning algorithms has taken predictive analytics and risk scoring to a new level. From gradient boosting machines to k-nearest neighbors regression, the use of these techniques has gained significant traction in healthcare - including health systems like the Cleveland Clinic. This session will discuss the use of predictive analytics to go beyond just assessing the risk of a patient, and instead focus on prescribing a specific intervention of care. In practice, the recommendation of a care plan goes beyond just attributing a score to a patient. It provides physicians and care coordinators the most probabilistic options - e.g. referral to social worker, depression screening, weight-loss program - for positively impacting a patient's future healthcare outcome.

Description: Changes introduced by various Medicare Alternative Payment Models and the Medicare Access and CHIP Reauthorization Act (MACRA) have accelerated an existing market trend of shifting some of what has traditionally been considered “insurance risk” to providers. The Provider Risk Sharing Boot Camp will give attendees deeper insights into methods, current thinking, and alternative solutions that actuaries can use to help providers understand and manage the financial and actuarial risks that they are taking, many for the first time.

Description: This session will cover the definition of a risk-taking health entity, the kinds of risk and ways to measure it. Included is an update from the Risk-based Capital Task Force. From Record of Society of Actuaries Vol. 20, No. 3B.

Description: This session discusses the benefits of actuarial involvement in understand. Topics include current methods [such as teleunderwriting, use of pharmacy data] and the benefit versus cost of using various underwriting tools. From the Record of the Society of Actuaries, Volume 29, No. 2, Session 22

Description: This session is about health risk adjusters and includes a discussion on risk assessment, actuarial applications, New York small-group reform, medical management applications, Rand 36, and other methods. From Record of Society of Actuaries Vol. 19, No. 4B.

Description: Discusses types and methods of analysis of morbidity experience, reserves, and policy form drafting issues.

Description: Presented at April 1986 Spring Meeting. This session discussion is about the impact of wellness programs on medical plan experience/non-medical plan experience, health status as a pricing variable, likely future developments.