PPT-Reduction of readmissions to hospitals based on actionable knowledge discovery and personalization

Zbigniew W   Ras U niversity of N orth C arolina at Charlotte amp P olish J apanese A cademy of I nformation T echnology S ponsored by 1 CS Dept PJAIT Warsaw Poland. of Nursing Facility . and Hospital Interactions. September . 2012. Discussion Points. The Movement Towards Value-Based and Population Management Reimbursement. Readmissions, Hospitalizations, and Emergency Care. Association Mining Based on . Multi-Category Lexicons . Chen Liu, Wesley W. Chu, Fred . Sabb. , Stott Parker and Joseph . Korpela. Outline. Motivation. Infrastructure. Path Mining: Discovering Sequences of Associations. A Dilemma for Every Manager. 2013 . update. Lynn Vanderburg BA, RRT NRP. Hospital Readmissions Reduction Program (HRRP) . Legislative Context Shapes HRRP. Patient Protection and Affordable Care Act (2010) was to provide everyone in America with affordable Health care. Lynn Vanderburg BA, RRT, NRP. Hospital Readmissions Reduction Program (HRRP) . Legislative Context Shapes HRRP. Patient Protection and Affordable Care Act (2010) was to provide everyone in America with affordable Health care. Introducing . Truven Health Center for Innovation: Performance Improvement, Care Delivery and . Innovation. Presented . by:. Enrique Baquero Navarro, MHSA, FACHE, Vice President, PRHA. Yanira Valle, RN, MSN, Project Manager, . Bamshad Mobasher. DePaul University. 2. What Is Prediction?. Prediction is similar to classification. First, construct a model. Second, use model to predict unknown value. Prediction is different from classification. Introducing . Truven Health Center for Innovation: Performance Improvement, Care Delivery and . Innovation. Presented . by:. Enrique Baquero Navarro, MHSA, FACHE, Vice President, PRHA. Yanira Valle, RN, MSN, Project Manager, . A Dilemma for Every Manager. 2013 . update. Lynn Vanderburg BA, RRT NRP. Hospital Readmissions Reduction Program (HRRP) . Legislative Context Shapes HRRP. Patient Protection and Affordable Care Act (2010) was to provide everyone in America with affordable Health care. Jia Zhang, Roy Shi, Qihao Bao, Weiyi Wang, Shenggu Lu, Yuanchen Bai, Xingyu Chen, Haoyun Wen, Zhenyu Yang. Carnegie Mellon University – Silicon Valley. Rahul Ramachandran, Patrick N. Gatlin. NASA/MSFC. Readmissions, HAC and VBP Penalties. 3% 1% 1.5% = up to 5.5% in Penalties for 2015. Readmissions Reduction Program . Hospital Acquired Condition (HAC) Reduction Program . Value-based Purchasing (VBP) Program . Denise Remus, PhD, RN. Improvement Advisor, Cynosure Health / HRET HEN. Partnership for Patients. 2. The 40/20 . Goal. . Keep patients from getting injured or sicker. . . . Reduce preventable . hospital-acquired . Brief Description: . A PowerPoint deck that includes examples of readmission reduction portfolios that can be modified to develop the data-informed, multifaceted “portfolio” of readmission reduction efforts in your hospital. . September . 2011. Unplanned readmissions related to the initial stay likely offer the best opportunity for savings and care improvements.. Related to Initial Admission. Unrelated. to Initial Admission. Sepsis Patient: . A M. ulti-Modal . D. ischarge . National . F. ramework. (A Quality Improvement Initiative). Ron Yolo, MSN, MBA, . RN. Mary Ann Camilleri, JD, BSN, RN, FACHE. Introduction/ Problem Statement.