Big Data Enabled Nursing

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Big Data-Enabled Nursing

Author : Connie W. Delaney
Publisher : Springer
ISBN 13 : 3319533002
Total Pages : 488 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Big Data-Enabled Nursing by : Connie W. Delaney

Download or read book Big Data-Enabled Nursing written by Connie W. Delaney and published by Springer. This book was released on 2017-11-02 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Historically, nursing, in all of its missions of research/scholarship, education and practice, has not had access to large patient databases. Nursing consequently adopted qualitative methodologies with small sample sizes, clinical trials and lab research. Historically, large data methods were limited to traditional biostatical analyses. In the United States, large payer data has been amassed and structures/organizations have been created to welcome scientists to explore these large data to advance knowledge discovery. Health systems electronic health records (EHRs) have now matured to generate massive databases with longitudinal trending. This text reflects how the learning health system infrastructure is maturing, and being advanced by health information exchanges (HIEs) with multiple organizations blending their data, or enabling distributed computing. It educates the readers on the evolution of knowledge discovery methods that span qualitative as well as quantitative data mining, including the expanse of data visualization capacities, are enabling sophisticated discovery. New opportunities for nursing and call for new skills in research methodologies are being further enabled by new partnerships spanning all sectors.

Forecasting Informatics Competencies for Nurses in the Future of Connected Health

Author : J. Murphy
Publisher : IOS Press
ISBN 13 : 1614997381
Total Pages : 268 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Forecasting Informatics Competencies for Nurses in the Future of Connected Health by : J. Murphy

Download or read book Forecasting Informatics Competencies for Nurses in the Future of Connected Health written by J. Murphy and published by IOS Press. This book was released on 2017-01-26 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nursing informatics has a long history of focusing on information management and nurses have a long history of describing their computer use. However, based on the technical advances and through the ongoing and consistent changes in healthcare today, we are now challenged to look to the future and help determine what nurses and patients/consumers will need going forward. This book presents the proceedings of the Post Conference to the 13th International Conference on Nursing Informatics, held in Geneva, Switzerland, in June 2016. The theme of the Post Conference is Forecasting Informatics Competencies for Nurses in the Future of Connected Health. This book includes 25 chapters written as part of the Post Conference; a result of the collaboration among nursing informatics experts from research, education and practice settings, from 18 countries, and from varying levels of expertise – those beginning to forge new frontiers in connected health and those who helped form the discipline. The book content will help forecast and define the informatics competencies for nurses in practice, and as such, it will also help outline the requirements for informatics training in nursing programs around the world. The content will aid in shaping the nursing practice that will exist in our future of connected health, when practice and technology will be inextricably intertwined.

Research Anthology on Big Data Analytics, Architectures, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668436639
Total Pages : 1988 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Big Data Analytics, Architectures, and Applications by : Management Association, Information Resources

Download or read book Research Anthology on Big Data Analytics, Architectures, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-09-24 with total page 1988 pages. Available in PDF, EPUB and Kindle. Book excerpt: Society is now completely driven by data with many industries relying on data to conduct business or basic functions within the organization. With the efficiencies that big data bring to all institutions, data is continuously being collected and analyzed. However, data sets may be too complex for traditional data-processing, and therefore, different strategies must evolve to solve the issue. The field of big data works as a valuable tool for many different industries. The Research Anthology on Big Data Analytics, Architectures, and Applications is a complete reference source on big data analytics that offers the latest, innovative architectures and frameworks and explores a variety of applications within various industries. Offering an international perspective, the applications discussed within this anthology feature global representation. Covering topics such as advertising curricula, driven supply chain, and smart cities, this research anthology is ideal for data scientists, data analysts, computer engineers, software engineers, technologists, government officials, managers, CEOs, professors, graduate students, researchers, and academicians.

Artificial Intelligence and Big Data Analytics for Smart Healthcare

Author : Miltiadis Lytras
Publisher : Academic Press
ISBN 13 : 0128220627
Total Pages : 292 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Artificial Intelligence and Big Data Analytics for Smart Healthcare by : Miltiadis Lytras

Download or read book Artificial Intelligence and Big Data Analytics for Smart Healthcare written by Miltiadis Lytras and published by Academic Press. This book was released on 2021-10-22 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence and Big Data Analytics for Smart Healthcare serves as a key reference for practitioners and experts involved in healthcare as they strive to enhance the value added of healthcare and develop more sustainable healthcare systems. It brings together insights from emerging sophisticated information and communication technologies such as big data analytics, artificial intelligence, machine learning, data science, medical intelligence, and, by dwelling on their current and prospective applications, highlights managerial and policymaking challenges they may generate. The book is split into five sections: big data infrastructure, framework and design for smart healthcare; signal processing techniques for smart healthcare applications; business analytics (descriptive, diagnostic, predictive and prescriptive) for smart healthcare; emerging tools and techniques for smart healthcare; and challenges (security, privacy, and policy) in big data for smart healthcare. The content is carefully developed to be understandable to different members of healthcare chain to leverage collaborations with researchers and industry. Presents a holistic discussion on the new landscape of data driven medical technologies including Big Data, Analytics, Artificial Intelligence, Machine Learning, and Precision Medicine Discusses such technologies with case study driven approach with reference to real world application and systems, to make easier the understanding to the reader not familiar with them Encompasses an international collaboration perspective, providing understandable knowledge to professionals involved with healthcare to leverage productive partnerships with technology developers

Healthcare and Big Data Management

Author : Bairong Shen
Publisher : Springer
ISBN 13 : 981106041X
Total Pages : 164 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Healthcare and Big Data Management by : Bairong Shen

Download or read book Healthcare and Big Data Management written by Bairong Shen and published by Springer. This book was released on 2017-10-20 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book addresses the interplay of healthcare and big data management. Thanks to major advances in big data technologies and precision medicine, healthcare is now becoming the new frontier for both scientific research and economic development. This volume covers a range of aspects, including: big data management for healthcare; physiological and gut microbiota – data collection and analysis; big data standardization and ontology; and personal data privacy and systems level modeling in the healthcare context. The book offers a valuable resource for biomedical informaticians, clinicians, health practitioners and researchers alike.

Big Data, Big Challenges: A Healthcare Perspective

Author : Mowafa Househ
Publisher : Springer
ISBN 13 : 3030061094
Total Pages : 144 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Big Data, Big Challenges: A Healthcare Perspective by : Mowafa Househ

Download or read book Big Data, Big Challenges: A Healthcare Perspective written by Mowafa Househ and published by Springer. This book was released on 2019-02-26 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to offer a comprehensive yet concise overview of the challenges and opportunities presented by the use of big data in healthcare. The respective chapters address a range of aspects: from health management to patient safety; from the human factor perspective to ethical and economic considerations, and many more. By providing a historical background on the use of big data, and critically analyzing current approaches together with issues and challenges related to their applications, the book not only sheds light on the problems entailed by big data, but also paves the way for possible solutions and future research directions. Accordingly, it offers an insightful reference guide for health information technology professionals, healthcare managers, healthcare practitioners, and patients alike, aiding them in their decision-making processes; and for students and researchers whose work involves data science-related research issues in healthcare.

Measuring Capacity to Care Using Nursing Data

Author : Evelyn Hovenga
Publisher : Academic Press
ISBN 13 : 0128169788
Total Pages : 500 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Measuring Capacity to Care Using Nursing Data by : Evelyn Hovenga

Download or read book Measuring Capacity to Care Using Nursing Data written by Evelyn Hovenga and published by Academic Press. This book was released on 2020-03-13 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: Measuring Capacity to Care Using Nursing Data presents evidence-based solutions regarding the adoption of safe staffing principles and the optimum use of operational data to enable health service delivery strategies that result in improved patient and organizational outcomes. Readers will learn how to make better use of informatics to collect, share, link and process data collected operationally for the purpose of providing real-time information to decision- makers. The book discusses topics such as dynamic health care environments, health care operational inefficiencies and costly events, how to measure nursing care demand, nursing models of care, data quality and governance, and big data. The content of the book is a valuable source for graduate students in informatics, nurses, nursing managers and several members involved in health care who are interested in learning more about the beneficial use of informatics for improving their services. Presents and discusses evidences from real-world case studies from multiple countries Provides detailed insights of health system complexity in order to improve decision- making Demonstrates the link between nursing data and its use for efficient and effective healthcare service management Discusses several limitations currently experienced and their impact on health service delivery

Emerging Technologies for Nurses

Author : Whende M. Carroll, MSN, RN-BC
Publisher : Springer Publishing Company
ISBN 13 : 0826146511
Total Pages : 239 pages
Book Rating : 4.8/5 (261 download)

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Book Synopsis Emerging Technologies for Nurses by : Whende M. Carroll, MSN, RN-BC

Download or read book Emerging Technologies for Nurses written by Whende M. Carroll, MSN, RN-BC and published by Springer Publishing Company. This book was released on 2020-02-01 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn and innovate with the latest technologies in nursing and healthcare! The first text of its kind in nursing, this book provides up-to-date information on innovative, smart technologies that nurses can use in clinical and nonclinical settings to keep up with the changing face of healthcare. This compelling guide will provide you with information about exciting areas of technology that have great potential to improve patient care. Subjects include big data, artificial intelligence, virtual and augmented realities, connected technologies, and precision health. There is also discusson of the shift of healthcare delivery into the community, with an outlook on improving outcomes and enhancing practice. Each chapter focuses on developing competency in current and future real-world applications of emerging technologies. Early chapters describe how to utilize new tools, processes, models, and products to serve the quadruple aim of better managing populations, decreasing costs, and enhancing both the patient’s and the clinician’s experience. The culture of innovation coincides with the ever-changing politics of healthcare in later chapters, which then evolves into the entrepreneurial opportunities for nurses. This text is an essential introduction for all practicing nurses, nurse leaders, and nurses teaching health information technology or informatics courses. Key Features: Written by nurses for nurses The latest information on emerging health information technology and associated nursing implications Compelling cases show the dramatic effect of innovations on value-based care Learn how applying novel technologies can improve patient care Qualified instructors have access to supplementary materials, including PowerPoint slides and an Instructor’s Manual

Precision Public Health

Author : Tarun Weeramanthri
Publisher : Frontiers Media SA
ISBN 13 : 2889455017
Total Pages : 149 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Precision Public Health by : Tarun Weeramanthri

Download or read book Precision Public Health written by Tarun Weeramanthri and published by Frontiers Media SA. This book was released on 2018-06-25 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision Public Health is a new and rapidly evolving field, that examines the application of new technologies to public health policy and practice. It draws on a broad range of disciplines including genomics, spatial data, data linkage, epidemiology, health informatics, big data, predictive analytics and communications. The hope is that these new technologies will strengthen preventive health, improve access to health care, and reach disadvantaged populations in all areas of the world. But what are the downsides and what are the risks, and how can we ensure the benefits flow to those population groups most in need, rather than simply to those individuals who can afford to pay? This is the first collection of theoretical frameworks, analyses of empirical data, and case studies to be assembled on this topic, published to stimulate debate and promote collaborative work.

Blockchain Technology in Healthcare Applications

Author : Bharat Bhushan
Publisher : CRC Press
ISBN 13 : 100056889X
Total Pages : 346 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Blockchain Technology in Healthcare Applications by : Bharat Bhushan

Download or read book Blockchain Technology in Healthcare Applications written by Bharat Bhushan and published by CRC Press. This book was released on 2022-04-18 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tremendous growth in healthcare treatment techniques and methods has led to the emergence of numerous storage and communication problems and need for security among vendors and patients. This book brings together latest applications and state-of-the-art developments in healthcare sector using Blockchain technology. It explains how blockchain can enhance security, privacy, interoperability, and data accessibility including AI with blockchains, blockchains for medical imaging to supply chain management, and centralized management/clearing houses alongside DLT. Features: Includes theoretical concepts, empirical studies and detailed overview of various aspects related to development of healthcare applications from a reliable, trusted, and secure data transmission perspective. Provide insights on business applications of Blockchain, particularly in the healthcare sector. Explores how Blockchain can solve the transparency issues in the clinical research. Discusses AI with Blockchains, ranging from medical imaging to supply chain management. Reviews benchmark testing of AI with Blockchains and its impacts upon medical uses. This book aims at researchers and graduate students in healthcare information systems, computer and electrical engineering.

Nursing and Informatics for the 21st Century - Embracing a Digital World, 3rd Edition, Book 4

Author : Connie White Delaney
Publisher : CRC Press
ISBN 13 : 1000582248
Total Pages : 156 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Nursing and Informatics for the 21st Century - Embracing a Digital World, 3rd Edition, Book 4 by : Connie White Delaney

Download or read book Nursing and Informatics for the 21st Century - Embracing a Digital World, 3rd Edition, Book 4 written by Connie White Delaney and published by CRC Press. This book was released on 2022-04-28 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Nursing in an Integrated Digital World that Supports People, Systems, and the Planet, the leading-edge innovators in digital health applications, global thought leaders, and multinational, cooperative research initiatives are woven together against the backdrop of health equity and policy-setting bodies, such as the United Nations and the World Health Organization. As the authors prepared this book, the world is struggling with the core issues of access to care, access to needed medical equipment and supplies, and access to vaccines. This access theme is reflected throughout the policy and world health chapters with an emphasis on how this COVID-19 pandemic is exposing the fissures, divides, unfairness, and unpreparedness that are in play across our globe. Sustainability and global health policy are linked to the new digital technologies in the chapters that illustrate healthcare delivery modalities that nurse innovators are developing, leading, and using to deliver care to hard-to-reach populations for better population health. A trio of chapters focus on the underlying need for standards to underlie nursing care in order to capture the data needed to enable new science and knowledge discoveries. The authors give particular attention to the cautions, potential for harm, and biases that the artificial intelligence technologies of algorithms and machine learning pose in healthcare. Additionally, they have tapped legal experts to review the legal statues, government regulations, and civil rights law in place for patients’ rights, privacy, and confidentiality, and consents for the United States, the United Kingdom, and the European Union. The book closes with a chapter written by the editors that envisions the near future—the impact that the new digital technologies will have on how care is delivered, expanding care settings into community and home, virtual monitoring, and patient generated data, as well as the numerous ways that nurses’ roles and technology skill sets must increase to support the global goals of equal access to healthcare. Nursing and Informatics for the 21st Century – Embracing a Digital World, 3rd Edition is comprised of four books which can be purchased individually: Book 1: Realizing Digital Health – Bold Challenges and Opportunities for Nursing Book 2: Nursing Education and Digital Health Strategies Book 3: Innovation, Technology, and Applied Informatics for Nurses Book 4: Nursing in an Integrated Digital World that Supports People, Systems, and the Planet

Data Management, Analytics and Innovation

Author : Neha Sharma
Publisher : Springer Nature
ISBN 13 : 9813299495
Total Pages : 740 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Data Management, Analytics and Innovation by : Neha Sharma

Download or read book Data Management, Analytics and Innovation written by Neha Sharma and published by Springer Nature. This book was released on 2019-10-24 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence and data analytics, along with advances in network technologies. It addresses state-of-the-art topics and discusses challenges and solutions for future development. Gathering original, unpublished contributions by scientists from around the globe, the book is mainly intended for a professional audience of researchers and practitioners in academia and industry.

Building Continents of Knowledge in Oceans of Data: The Future of Co-Created EHealth

Author : A. Ugon
Publisher : IOS Press
ISBN 13 : 1614998523
Total Pages : 996 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Building Continents of Knowledge in Oceans of Data: The Future of Co-Created EHealth by : A. Ugon

Download or read book Building Continents of Knowledge in Oceans of Data: The Future of Co-Created EHealth written by A. Ugon and published by IOS Press. This book was released on 2018-05-18 with total page 996 pages. Available in PDF, EPUB and Kindle. Book excerpt: The domain of eHealth faces ongoing challenges to deliver 21st century healthcare. Digitalization, capacity building and user engagement with truly interdisciplinary and cross-domain collaboration are just a few of the areas which must be addressed. This book presents 190 full papers from the Medical Informatics Europe (MIE 2018) conference, held in Gothenburg, Sweden, in April 2018. The MIE conferences aim to enable close interaction and networking between an international audience of academics, health professionals, patients and industry partners. The title of this year’s conference is: Building Continents of Knowledge in Oceans of Data – The Future of Co-Created eHealth, and contributions cover a broad range of topics related to the digitalization of healthcare, citizen participation, data science, and changing health systems, addressed from the perspectives of citizens, patients and their families, healthcare professionals, service providers, developers and policy makers. The second part of the title in particular has attracted a large number of papers describing strategies to create, evaluate, adjust or deliver tools and services for improvements in healthcare organizations or to enable citizens to respond to the challenges of dealing with health systems. Papers are grouped under the headings: standards and interoperability, implementation and evaluation, knowledge management, decision support, modeling and analytics, health informatics education and learning systems, and patient-centered services. Attention is also given to development for sustainable use, educational strategies and workforce development, and the book will be of interest to both developers and practitioners of healthcare services.

Data-Driven Quality Improvement and Sustainability in Health Care

Author : Patricia L. Thomas, PhD, RN, FAAN, FNAP, FACHE, NEA-BC, ACNS-BC, CNL
Publisher : Springer Publishing Company
ISBN 13 : 0826139442
Total Pages : 314 pages
Book Rating : 4.8/5 (261 download)

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Book Synopsis Data-Driven Quality Improvement and Sustainability in Health Care by : Patricia L. Thomas, PhD, RN, FAAN, FNAP, FACHE, NEA-BC, ACNS-BC, CNL

Download or read book Data-Driven Quality Improvement and Sustainability in Health Care written by Patricia L. Thomas, PhD, RN, FAAN, FNAP, FACHE, NEA-BC, ACNS-BC, CNL and published by Springer Publishing Company. This book was released on 2020-11-19 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data-Driven Quality Improvement and Sustainability in Health Care: An Interprofessional Approach provides nurse leaders and healthcare administrators of all disciplines with a solid understanding of data and how to leverage data to improve outcomes, fuel innovation, and achieve sustained results. It sets the stage by examining the current state of the healthcare landscape; new imperatives to meet policy, regulatory, and consumer demands; and the role of data in administrative and clinical decision-making. It helps the professional identify the methods and tools that support thoughtful and thorough data analysis and offers practical application of data-driven processes that determine performance in healthcare operations, value- and performance-based contracts, and risk contracts. Misuse or inconsistent use of data leads to ineffective and errant decision-making. This text highlights common barriers and pitfalls related to data use and provide strategies for how to avoid these pitfalls. In addition, chapters feature key points, reflection questions, and real-life interprofessional case exemplars to help the professional draw distinctions and apply principles to their own practice. Key Features: Provides nurse leaders and other healthcare administrators with an understanding of the role of data in the current healthcare landscape and how to leverage data to drive innovative and sustainable change Offers frameworks, methodology, and tools to support quality improvement measures Demonstrates the application of data and how it shapes quality and safety initiatives through real-life case exemplars Highlights common barriers and pitfalls related to data use and provide strategies for how to avoid these pitfalls

Big Data Analytics in Healthcare

Author : Anand J. Kulkarni
Publisher : Springer Nature
ISBN 13 : 3030316726
Total Pages : 187 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Big Data Analytics in Healthcare by : Anand J. Kulkarni

Download or read book Big Data Analytics in Healthcare written by Anand J. Kulkarni and published by Springer Nature. This book was released on 2019-10-01 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes state-of-the-art discussions on various issues and aspects of the implementation, testing, validation, and application of big data in the context of healthcare. The concept of big data is revolutionary, both from a technological and societal well-being standpoint. This book provides a comprehensive reference guide for engineers, scientists, and students studying/involved in the development of big data tools in the areas of healthcare and medicine. It also features a multifaceted and state-of-the-art literature review on healthcare data, its modalities, complexities, and methodologies, along with mathematical formulations. The book is divided into two main sections, the first of which discusses the challenges and opportunities associated with the implementation of big data in the healthcare sector. In turn, the second addresses the mathematical modeling of healthcare problems, as well as current and potential future big data applications and platforms.

Introduction to Nursing Informatics

Author : Pamela Hussey
Publisher : Springer Nature
ISBN 13 : 3030587401
Total Pages : 429 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Introduction to Nursing Informatics by : Pamela Hussey

Download or read book Introduction to Nursing Informatics written by Pamela Hussey and published by Springer Nature. This book was released on 2021-01-04 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This significantly revised 5th edition provides nurses with a practical guide to the fundamental concepts of digital health from a nursing perspective. Nursing informatics has never been more important as contemporary healthcare continues to experience tremendous technological advances. The nursing profession is ideally positioned as a key enabler for the design and adoption of emerging eHealth models of care and quality outcomes. The book also features real world examples to illustrate the theory and encourages readers to think critically about their current practices and how they can potentially integrate relevant theories and techniques into their future practice to advance integrated care. Introduction to Nursing Informatics is designed for use as a primer for practicing nurses and students in undergraduate programs of study and includes contributions from leading international experts who have practiced in the field over a number of years. The information is presented and integrated in a purposeful manner to encourage readers to explore the key concepts of nursing practice, digital health, health information management and its relationship to informatics.

The Doctor of Nursing Practice Project

Author : Katherine J. Moran
Publisher : Jones & Bartlett Learning
ISBN 13 : 1284156958
Total Pages : 459 pages
Book Rating : 4.2/5 (841 download)

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Book Synopsis The Doctor of Nursing Practice Project by : Katherine J. Moran

Download or read book The Doctor of Nursing Practice Project written by Katherine J. Moran and published by Jones & Bartlett Learning. This book was released on 2019-03-01 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Doctor of Nursing Practice Project: A Framework for Success, Third Edition provides the foundation for the scholarl process enabling DNP students to work through their project in a more effective, efficient manner.