Description: This abstract describes a presentation that reviews the latest AHCA update and its impact on market stability from short-term and long-term points of view.

Description: Presented at Living to 100 Symposium, January 2011. This article estimates the impact of obesity and diabetes on disability and mortality for those older than 65 using the 2004 National Long Term Care Survey with disability based on the Health Insurance Accountability and Portability Act's Activities of Daily Living and Cognitive Impairment triggers.

Description: Introduction sets out the objectives of comparing the predictive accuracy of different risk assessment methods, comparing the different methods based on other criteria, and then examining issues related to high-cost individuals and conditions. From A Comparative Analysis of Methods of Health Risk Assessment, M-HB96-1.

Description: Chapter 8 suggests possible areas for further research such as other data groupings, high risk pooling, how diagnosis-based risk assessment might be improved, study of an expanded list of high-cost diagnoses, and comparisons to diagnoses from earlier time periods. From A Comparative Analysis of Methods of Health Risk Assessment, M-HB96-1.

Description: This SOA-funded study examines the relative performance of different risk assessment methods and risk adjustment systems. From A Comparative Analysis of Methods of Health Risk Assessment, M-HB96-1.

Description: This report aims to expand our understanding by providing a methodology to quantify uncertainty in risk assessment.

Description: A summary of pathology, risk factors, treatments, public health issues, and economic costs of Alzheimer's Disease.

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: In this video led by Mitchell Momanyi, FSA, MAAA, the types of Medicare products available is discussed. This two major types are traditional Medicare and Medicare Advantage. It discusses how traditional Medicare encompasses Parts A and B, covering various inpatient and outpatient services but not long-term care or prescription drugs, which fall under Part D. The video details deductibles, cost-sharing structures, and options like Medigap plans that assist with Traditional Medicare’s out-of-pocket expenses. Mitchell emphasizes clarity and understanding while sharing his expertise in this comprehensive overview.

Description: This report summarizes the key findings and data points from the selected articles. Included for each article are the report’s abstract along with any empirical data available from the study that can help support an actuarial model that identifies the relationship between lifestyle behaviors, health risk conditions and health outcomes.