Health Council of Northeast Florida to Offer 30-day Readmit Predictive Modeling Services to Its Member Hospitals

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The Non-Profit Organization has been delivering health data collection and reporting services for healthcare organizations for over 30-years and maintains one of the richest data sets in the state.

"We believe that helping our member hospitals reduce their readmissions will help them continue to deliver the high quality care we’ve enjoyed for decades in Northeast Florida" Dawn Emerick, CEO, Health Planning Council of NE FL

The organization which administers the Medicare program, The Centers for Medicare & Medicaid Services (CMS) has instituted a policy to reduce all Medicare reimbursements to a particular hospital if they are deemed to have a higher readmission rate within 30-days of discharge than regional averages. This reduction could be as much as 2% of a hospital's total Medicare reimbursement, which for some hospitals is close to 50% of their total revenues.

Many of the hospitals in Northeast Florida are experiencing a reduction to some degree, and almost all are taking proactive steps to reduce readmissions. The Health Planning Council of Northeast Florida is now putting its large data sets, which are void of personally identifiable information, to use, by building a predictive model which can be used to “score” the probability that a patient will be readmitted within 30-days.

“Our mission at the Health Planning Council of Northeast Florida has always been to develop regional, unbiased and evidence-based initiatives that promote healthy communities, lifestyles and improve accessible, quality care,” said Dawn Emerick, CEO of the HPC NE FL. “We believe that helping our member hospitals reduce their readmissions will help them continue to deliver the high quality care we’ve enjoyed for decades in Northeast Florida.”

The Health Planning Council (HPC) has entered into an agreement with Jacksonville, FL–based NLP Logix, to build and host the predictive model. NLP Logix will apply machine learning to the massive data sets the HPC has collected since being chartered by the State of Florida 30 years ago. “We will be able to learn from not only the region, but the entire state of Florida, what attributes effect the probability of a readmission for specific patients,” said Matt Berseth, Chief Scientist at NLP Logix. “The power and richness of the data set is incredible and can be used to really help hospitals identify risk by learning from the past experience of all the hospitals in the state.”

The program is expected to be in the test phases by the end of August, 2013 and in full production and available to the entire region by October 1, 2013. “We are excited to be able to provide predictive reporting back to our members,” said Emerick “the 30-day readmit is just the first, there are many more models in the works that we intend to roll out over the next couple of years.”

About the Health Planning Council of Northeast Florida

The Health Planning Council of Northeast Florida strives to be the region’s authority on health. We are the experts on community health assessments, healthy community design policy and health impact assessments, health care utilization data, population health indicators, setting regional health priorities and convening health care purchasers, providers, and consumers for public dialog. We aim to help you navigate through the ever changing health care environment and ensure communities have access to affordable, accessible preventive based health care. For more information, please visit http://www.hpcnef.org

About NLP Logix, LLC

NLP Logix provides machine learning as a service. This means we build custom predictive models to identify trend and momentum within a client’s big data to solve business problems. For more information, please visit http://www.nlplogix.com.

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Ted Willich
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