Description: The last three decades have witnessed an important rise in number of people with diabetes in Asia, especially Type 2 Diabetes. Like no other common condition, numerous innovations are currently entering the healthcare system that will soon have a significant impact on management of the condition. This presentation explores the role played by sensors/wearables, artificial intelligence, new drugs and diabetes apps. We assess the realistic potential of such advancements and give an outlook on medium-term pricing and product development.

Description: Healthcare risk adjustment methodologies have become increasingly complex, largely due to the belief that complexity enhances accuracy. However, a disconnect exists between how healthcare risk is assessed and how payments are adjusted. This article explores the stark difference between measuring the accuracy of a risk assessment model at a member level, and that of a risk adjustment mechanism at the health plan level. I show that a highly simplified approach that does not use diagnosis codes can have similar accuracy on risk adjusted payments to models that do. These findings suggest that accuracy is not a barrier to developing simpler risk adjustment methodologies, which can improve payment accuracy and reduce the financial incentive for coding diagnoses.

Description: The MACRA/QPP Payer Revenue Model is designed to provide Health Plans an estimate of the expected claim cost increase/decrease due to MACRA.

Description: This dissertation by Tia Sawhney will help you understand this issue and start measuring it, or start promoting equitable public policy.

Description: This is a review of literature about the development and application of medical risk adjustment models. The current Medicare model, principal inpatient diagnosis cost group [PIPDCG] and proposed enhancements are the subject of many articles. Risk adjustment is used for both provider payment and performance measurement.

Description: Risk adjustment is used to adjust the revenue stream to health insurers that sell ACA eligible plans and Medicare Advantage plans. This article compares and contrasts these risk adjustment programs.

Description: This paper outlines a framework for assisting a STARS manager in implementing a quantitative approach to prioritize stars measures for targeted intervention

Description: The ACA’s Medical Loss Ratio Provisions

Description: Introduction to the ACA @ 5 publication

Description: This article will consider several issues arising from ACO budgeting and pricing of stoploss coverage, including: 1) attribution of members; 2) claim carve outs; 3) ambiguous stoploss terms; 4) providers gaming the system and 5) credibility of data.