BUSINESS INFORMATION ANALYTICS BUSINESS INFORMATION ANALYTICS BUSINESS INFORMATION ANALYTICS BUSINESS INFORMATION ANALYTICS BUSINESS INFORMATION ANALYTICS BUSINESS INFORMATION ANALYTICS | NEXT

PREDICTIVE MODELING

Resonant Analytics helps improve outcomes for specialty drug requests through "patient journey modeling."

A major pharmaceutical company asked Resonant Analytics to help create a platform and predictive models that would enable data-informed dialogues to improve the pathway for a patient's specialty service request to the shipment of their drug. Resonant Analytics performed a detailed audit of HUB, Specialty Pharmacy, Patient, Payors, HCP, and Sales data and integrated all this information to create an analytics data platform. Our analysts then developed models to predict the likelihood of a patient becoming canceled during their specialty onboarding process and whether or not their insurance denial appeal would be approved.

Resonant Analytics delivered the models and a deployment framework for data-driven communications utilizing score based triggers. The Appeal model identifies nearly 90% "Approved Appeals" in the top 3 deciles, and the Cancellation model shows that top 2 deciles contain over 90% final cancellations.

"Resonant Analytics was able to audit and consolidate multiple data sources, then provide analytical expertise to help us drive business strategies on multiple fronts."

Michele Cunningham |