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Using Predictive Analytics to Improve Healthcare Outcomes


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edition first published 2021

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       Library of Congress Cataloging‐in‐Publication data applied for

      ISBN 978‐1‐119‐74775‐8 (hardback)

      Cover Image: © Kaikoro/Adobe Stock (adapted by Healthcare Environment)

      Cover Design by Wiley

       This book is dedicated to the memory of John Lancaster, MBE, who died on June 20, 2020. A dedicated nurse, John felt it vital to capture the importance of caring in a scientific way. He was delighted to have been involved in the research described in this book. John will be fondly remembered by family, friends, colleagues, and patients for his humor, kindness, and compassion, as well as the admirable way he lived with cancer, facing death with a dignity sustained by the Catholic faith that was so important to him.

      Contributors

      Kate Aberger Medical Director Division of Palliative Care and Geriatric Medicine St. Joseph’s Health Paterson, NJ, US

      Pauline Anderson‐Johnson Lecturer University West Indies School of Nursing Mona, Jamaica

      Alba Barros Professor Federal University São Paulo – Escola Paulista de Enfermagem São Paulo, Brazil

      Jacqueline Brown Clinical Educator Golden Jubilee National Hospital Clydebank, Scotland

      Dawna Cato Chief Executive Officer Arizona Nurses Association Mesa, AZ, US

      Sally Dampier Professor Confederation College Thunder Bay, Ontario, Canada

      Inge DiPasquale Manager Division of Palliative Care and Geriatric Medicine St. Joseph’s Health Paterson, NJ, US

      Melissa D’Mello Congestive Heart Failure Coordinator St. Joseph’s Health Paterson, NJ, US

      Ana Esteban Associate Director Quality Regulatory Compliance Columbia Doctors – The Faculty Practice Organization of Columbia University Irving Medical Center New York, NY, US

      Irit Gantz Coordinator Woman‐Health Division School of Nursing Meir Hospital Kfar‐Saba, Israel

      Kary Gillenwaters Chief Executive Officer Solidago Ventures and Consulting Elk River, MN, US

      Sebahat Gözüm Dean, School of Nursing Professor, Department of Public Health Nursing Akdeniz University Antalya, Turkey

      Lidia Guandalini Cardiology Nurse Federal University São Paulo – Escola Paulista de Enfermagem São Paulo, Brazil

      Alicia House Executive Director Steve Rummler Hope Network Minneapolis, MN, US

      Mary Ann Hozak Administrative Director Department of Cardiology St. Joseph’s Health Paterson, NJ, US

      Michal Itzhaki Senior Lecturer Department of Nursing Tel Aviv University Tel Aviv, Israel

      Benson Kahiu Nurse Manager Mount Sinai Health East Orange, NJ, US

      Ayla Kaya Research Assistant Director Pediatric Nursing Akdeniz University Antalya, Turkey

      Gay L. Landstrom Senior Vice President and Chief Nursing Officer Trinity Health Livonia, MI, US

      Marissa Manhart Performance, Safety, and Improvement Coordinator St. Joseph’s Health Paterson, NJ, US

      John W. Nelson Chief Executive Officer Healthcare Environment St. Paul, MN, US

      Tara Nichols Chief Executive Officer and Clinician Maters of Comfort Mason City, IA, US

      Kenneth Oja Research Scientist Denver Health

      Assistant Professor

      University of Colorado

      Denver, Colorado, US

      Lance Podsiad Manager Helios Epic

      Nurse Manager

      Henry Ford Health System

      Detroit, Michigan, US

      Karen Poole Associate Professor Lakehead University School of Nursing Thunder Bay, Ontario, Canada

      Rebecca Smith Writer/Editor Minneapolis, MN, US

      Susan Smith Chief Executive Officer Choice Dynamic International Leeds, England

      Kay