Complimentary from the publishers of Predictive Modeling News                May 2016
	“EMR vendors are at different levels of maturity as it relates to population health manage-ment, value-based reimbursement and risk-adjusted revenue optimization capabilities. These recent trends have made a business case for clinical document-ation in the structured data elements. Also, population health management capability development has initiated develop-ment of data warehouse to store clinical data (from EMR) as well as bringing in external data (e.g. claims, satisfaction data, etc.). It seems like it would take couple of years for these data warehouses to establish foundational components (e.g. master data management, terminology management, etc.) and get to the valid and reliable level of data needed for predictive analytics. The biggest challenge would be to embed insights from predictive analytics into the EMR clinical workflow.” - Soyal Momin MBA, Vice President, Data and Analytics, Presbyterian Health Services.
	"Today in America... 95% of predictive modeling is taking place with claims and other admini-strative data. And even though well over 85% of patients’ records are in EMRs,...maybe only 5% or less of this EMR data is used for population-level risk modeling."  Excerpted from: Predictive Modeling News, Volume 9 Number 5, May 2016, "Hopkins-Based Center for Population Health Information Technology Offers Ambitious Agenda for Change."
	Partnership Ups Medication Adherence with Predictive Analytics Health IT Analytics, May 2, 2016
	Making Predictive Analytics a Routine Part of Patient Care Harvard Business Review, April 21, 2016
	Using Predictive Analysis to Optimize Pharmaceutical Marketing SAS Institute, April 16, 2016
	FutureCare For The Information Generation With Predictive Analytics Health IT Outcomes, April 12, 2016
	‘Smarter Big Data for a Healthy Pennsylvania’ Healthcare Informatics, April 10, 2016
	How Predictive Analytics Are Transforming Health Care H&HN, April 7, 2016
	Advanced Analytics in Healthcare – The Challenges and Benefits icrunchdata News, April 4, 2016
	Strategies to Keep Your Risk Adjustment Payments from Becoming an Interest-Free Loan by Pam Klugman Customer-Based Predictive Analytics: A Roadmap by Alan Bugosi Hopkins-Based Center for Population Health Information Technology Offers Ambitious Agenda for Change Thought Leaders Corner: "How far down the path are we as far as EHRs driving the desired level of data for predictive analytics?” Industry News with briefs regarding VitreosHealth; Pulse8; Forecast Health; WPC Healthcare. Catching Up With...Jonathan P. Weiner DrPH Click here to view page one of this issue Click here to subscribe to Predictive Modeling News, or find out more
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