Description: Presentation on estimating rates of early-onset Alzheimer's Disease. This document contains incident rates, critical illnese insurance information, adverse selection, and more.

Description: Underwriting is one of several areas in the insurance industry being impacted by insurtech. In this session, we will hear from experienced experts in underwriting transformation. Digitization, machine learning and other approaches are among topics to be discussed.

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: Ignite presentations feature speakers with 20 slides which automatically advance every 15 seconds. The result is a fast and fun presentation which lasts just five minutes. The first portion of this session will feature public health experts doing Ignite presentations with particular focus on social determinants and health disparities. Then stick around for the second portion when all of the presenters take part in a moderated, talk show-style discussion. You'll get a chance to ask your questions and dig deeper into the topics you just heard about. Be prepared for a fast-paced, thought-provoking session that you'll remember long after it ends!

Description: Large claims have always been a major source of volatility in health care claims experience. In this session, the presenters will discuss techniques for analyzing large claims, predicting large claims and measuring the associated risk. The presenters will also discuss the early results of the SOA 5/50 research project which will examine the 5% of the population that accounts for 50% of the health care costs.

Description: Ignite-style presentations feature presenters who get 20 slides, which automatically advance every 15 seconds. The result is a fast and fun presentation which lasts just five minutes.The first portion of this session will feature public health experts doing Ignite-style presentations on various public health topics. Then stick around for the second portion when all of the presenters will take part in a moderated, talk-show-style discussion. You'll get a chance to ask your questions and dig deeper into the topics you just heard about. Be prepared for a fast-paced, thought-provoking session that you'll remember long after it ends!

Description: The presenters will explore the roles of mental health and social determinants of health in the management of a population's total health. We will explore how emerging sources of data and information have led to a renewed focus on managing mental health conditions and social determinants of health. Speakers will address current health care programs that utilize this data and information to manage the total care for populations using predictive models to improve the deployment of resources and initiatives to improve the cost of care and health of populations. The presenters will also look at how providers of care are approaching mental health co-morbidities to manage physical health and social determinants of health in the management of patients.

Description: Summary of research from the Initiative 18/11 - Pharmacy team about the drug development process for traditional pharmaceuticals: Who does the research and discovery? What does the research and discovery process entail? How are targets identified and validated for research and discovery? What are clinical trials and how are they conducted? How is the drug development process regulated? How is the drug development process funded?

Description: CMS provides a significant and growing amount of information that can be leveraged by actuaries. Between the public use and research files CMS makes publicly available, large amounts of information that can be assimilated to help understand the who, what, when, where and how of Medicare. With the CMS allowance of supplemental benefits to address SDOH, adding SDOH data into your data landscape is critical to better understand your members' cost drivers. The presenters will focus on the depth and breadth of data available, summarize any restrictions on the use of the data, and identify areas where access to the new data can provide more meaningful insights.

Description: Vast sums of private equity are flowing into start-ups intent on lowering healthcare trend. This presents a huge challenge for insurance company actuaries to stay current on such start-ups and the innovations they're advancing. Further, it can be overwhelming to evaluate the many vendors eager to sell their services to the company. This session will provide an overview of the start-up and private equity process, review some of the emerging innovators, and discuss approaches to evaluate their Return on Investment (ROI) as efficiently as possible.