Clinical Analytics And Data Management For The Dnp

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Clinical Analytics and Data Management for the DNP, Second Edition

Author : Martha L. Sylvia, PhD, MBA, RN
Publisher : Springer Publishing Company
Page : 396 pages
File Size : 45,7 Mb
Release : 2018-03-28
Category : Medical
ISBN : 9780826142788

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Clinical Analytics and Data Management for the DNP, Second Edition by Martha L. Sylvia, PhD, MBA, RN Pdf

Praise for the First Edition: “DNP students may struggle with data management, since their projects are not research, but quality improvement, and this book covers the subject well. I recommend it for DNP students for use during their capstone projects." Score: 98, 5 Stars --Doody's Medical Reviews This is the only text to deliver the strong data management knowledge and skills that are required competencies for all DNP students. It enables readers to design data tracking and clinical analytics in order to rigorously evaluate clinical innovations/programs for improving clinical outcomes, and to document and analyze change. The second edition is greatly expanded and updated to address major changes in our health care environment. Incorporating faculty and student input, it now includes modalities such as SPSS, Excel, and Tableau to address diverse data management tasks. Eleven new chapters cover the use of big data analytics, ongoing progress towards value-based payment, the ACA and its future, shifting of risk and accountability to hospitals and clinicians, advancement of nursing quality indicators, and new requirements for Magnet certification. The text takes the DNP student step by step through the complete process of data management from planning to presentation, and encompasses the scope of skills required for students to apply relevant analytics to systematically and confidently tackle the clinical interventions data obtained as part of the DNP student project. Of particular value is a progressive case study illustrating multiple techniques and methods throughout the chapters. Sample data sets and exercises, along with objectives, references, and examples in each chapter, reinforce information. Key Features: Provides extensive content for rigorously evaluating DNP innovations/projects Takes DNP students through the complete process of data management from planning through presentation Includes a progressive case study illustrating multiple techniques and methods Offers very specific examples of application and utility of techniques Delivers sample data sets, exercises, PowerPoint slides and more, compiled in Supplemental Materials and an Instructor Manual

Clinical Analytics and Data Management for the DNP

Author : Martha L. Sylvia, PhD, MBA, RN,Mary F. Terhaar, PhD, RN, ANEF, FAAN
Publisher : Springer Publishing Company
Page : 495 pages
File Size : 50,7 Mb
Release : 2023-01-18
Category : Medical
ISBN : 9780826163240

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Clinical Analytics and Data Management for the DNP by Martha L. Sylvia, PhD, MBA, RN,Mary F. Terhaar, PhD, RN, ANEF, FAAN Pdf

Praise for the first edition: "DNP students may struggle with data management, since their projects are not research but quality improvement, and this book covers the subject well. I recommend it for DNP students for use during their capstone projects." Score: 98, 5 Stars -- Doody's Medical Reviews This unique text and reference—the only book to address the full spectrum of clinical data management for the DNP student—instills a fundamental understanding of how clinical data is gathered, used, and analyzed, and how to incorporate this data into a quality DNP project. The new third edition is updated to reflect changes in national health policy such as quality measurements, bundled payments for specialty care, and Advances to the Affordable Care Act (ACA) and evolving programs through the Centers for Medicare and Medicaid Services (CMS). The third edition reflects the revision of 2021 AACN Essentials and provides data sets and other examples in Excel and SPSS format, along with several new chapters. This resource takes the DNP student step-by-step through the complete process of data management, from planning through presentation, clinical applications of data management that are discipline-specific, and customization of statistical techniques to address clinical data management goals. Chapters are brimming with descriptions, resources, and exemplars that are helpful to both faculty and students. Topics spotlight requisite competencies for DNP clinicians and leaders such as phases of clinical data management, statistics and analytics, assessment of clinical and economic outcomes, value-based care, quality improvement, benchmarking, and data visualization. A progressive case study highlights multiple techniques and methods throughout the text. New to the Third Edition: New Chapter: Using EMR Data for the DNP Project New chapter solidifies link between EBP and Analytics for the DNP project New chapter highlights use of workflow mapping to transition between current and future state, while simultaneously visualizing process measures needed to ensure success of the DNP project Includes more examples to provide practical application exercises for students Key Features: Disseminates robust strategies for using available data from everyday practice to support trustworthy evaluation of outcomes Uses multiple tools to meet data management objectives [SPSS, Excel®, Tableau] Presents case studies to illustrate multiple techniques and methods throughout chapters Includes specific examples of the application and utility of these techniques using software that is familiar to graduate nursing students Offers real world examples of completed DNP projects Provides Instructor’s Manual, PowerPoint slides, data sets in SPSS and Excel, and forms for completion of data management and evaluation plan

Population Health Analytics

Author : Martha L. Sylvia,Ines Maria Vigil
Publisher : Jones & Bartlett Learning
Page : 576 pages
File Size : 40,6 Mb
Release : 2021-03
Category : Education
ISBN : 9781284182477

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Population Health Analytics by Martha L. Sylvia,Ines Maria Vigil Pdf

"Binding: PB"--

Healthcare Data Analytics and Management

Author : Nilanjan Dey,Amira S. Ashour,Simon James Fong,Chintan Bhatt
Publisher : Academic Press
Page : 340 pages
File Size : 48,8 Mb
Release : 2018-11-15
Category : Science
ISBN : 9780128156360

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Healthcare Data Analytics and Management by Nilanjan Dey,Amira S. Ashour,Simon James Fong,Chintan Bhatt Pdf

Healthcare Data Analytics and Management help readers disseminate cutting-edge research that delivers insights into the analytic tools, opportunities, novel strategies, techniques and challenges for handling big data, data analytics and management in healthcare. As the rapidly expanding and heterogeneous nature of healthcare data poses challenges for big data analytics, this book targets researchers and bioengineers from areas of machine learning, data mining, data management, and healthcare providers, along with clinical researchers and physicians who are interested in the management and analysis of healthcare data. Covers data analysis, management and security concepts and tools in the healthcare domain Highlights electronic medical health records and patient information records Discusses the different techniques to integrate Big data and Internet-of-Things in healthcare, including machine learning and data mining Includes multidisciplinary contributions in relation to healthcare applications and challenges

Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2071 pages
File Size : 46,7 Mb
Release : 2019-12-06
Category : Medical
ISBN : 9781799812050

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Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Advancements in data science have created opportunities to sort, manage, and analyze large amounts of data more effectively and efficiently. Applying these new technologies to the healthcare industry, which has vast quantities of patient and medical data and is increasingly becoming more data-reliant, is crucial for refining medical practices and patient care. Data Analytics in Medicine: Concepts, Methodologies, Tools, and Applications is a vital reference source that examines practical applications of healthcare analytics for improved patient care, resource allocation, and medical performance, as well as for diagnosing, predicting, and identifying at-risk populations. Highlighting a range of topics such as data security and privacy, health informatics, and predictive analytics, this multi-volume book is ideally designed for doctors, hospital administrators, nurses, medical professionals, IT specialists, computer engineers, information technologists, biomedical engineers, data-processing specialists, healthcare practitioners, academicians, and researchers interested in current research on the connections between data analytics in the field of medicine.

Translation of Evidence Into Nursing and Health Care, Second Edition

Author : Kathleen M. White, PhD, RN, NEA-BC, FAAN,Sharon Dudley-Brown, PhD, RN, FNP-BC, FAAN, FAANP,Mary F. Terhaar, DNSc, RN
Publisher : Springer Publishing Company
Page : 430 pages
File Size : 48,5 Mb
Release : 2016-03-17
Category : Medical
ISBN : 9780826117830

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Translation of Evidence Into Nursing and Health Care, Second Edition by Kathleen M. White, PhD, RN, NEA-BC, FAAN,Sharon Dudley-Brown, PhD, RN, FNP-BC, FAAN, FAANP,Mary F. Terhaar, DNSc, RN Pdf

Designed as a textbook for the DNP curriculum and as a practical resource for more seasoned health professionals, this acclaimed text encompasses an interprofessional approach to translating evidence into nursing and health care practice that is useful for both clinical and nonclinical environments. The second edition presents new chapters, three of which feature additional approaches for translating evidence into practice, new methods of information technology for translation, and interprofessional collaboration and practice for translation and three that offer 19 exemplars that illustrate actual translation work within the areas of population health and specialty practice, and in the health care system. Consistently woven throughout are the themes of integration and application of knowledge into practice, leadership and evaluating change, leadership strategies for translation, and interprofessional applications across settings. Also included is new information about outcomes management for improvement of direct and indirect care. The second edition continues to deliver applicable theory and strategies to achieve improved outcomes, and meets the DNP core competency requirements. It features a variety of models for change as they relate to translation of research into practice. The text underscores the importance of translating evidence for use in practice to improve health care and health care delivery, and presents strategies to achieve this. It addresses the use of evidence to improve nursing education, discusses how to reduce the divide between researchers and policy makers, and presents expedients for overcoming resistance to change. Extensive lists of references, web links, and other resources enhance learning and support the development of the DNP core competencies. NEW TO THE SECOND EDITION: Addition of an esteemed co-editor Reorganized and revised for enhanced comprehension New chapters: Methods for Translation, Information Technology and Decision Support, Interprofessional Collaboration and Practice for Translation, and Data Management and Evaluation of Translation Three new exemplar chapters: Population Health Exemplars, Specialty Practice Exemplars, and Health Care System Exemplars Updated information on integration and application of knowledge into practice, leading and evaluating change, leadership strategies for translation, and interprofessional application across settings New coverage of outcomes management for improvement of direct and indirect care KEY FEATURES: Offers an in-depth guide for planning, implementing, and translating evidence Includes extensive references necessary for doctoral study Provides the perfect supplement for evidence-based practice materials that often have limited information or value for translation/implementation activities

Translation of Evidence into Nursing and Healthcare

Author : Kathleen M. White, PhD, RN, NEA-BC, FAAN,Sharon Dudley-Brown, PhD, RN, FNP-BC, FAAN,Mary F. Terhaar, PhD, RN, ANEF, FAAN
Publisher : Springer Publishing Company
Page : 540 pages
File Size : 45,6 Mb
Release : 2024-05-15
Category : Medical
ISBN : 9780826191168

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Translation of Evidence into Nursing and Healthcare by Kathleen M. White, PhD, RN, NEA-BC, FAAN,Sharon Dudley-Brown, PhD, RN, FNP-BC, FAAN,Mary F. Terhaar, PhD, RN, ANEF, FAAN Pdf

2020 AJN Book-of-the-Year Award Winner for Nursing Research! Named a Doody's Core Title! Serving as both a text for DNP students and an applied resource for practicing health professionals, this acclaimed text is grounded in an interprofessional approach to translating evidence into nursing and healthcare practice in both clinical and nonclinical environments. The fourth edition delivers fresh and updated content to describe the work of translation from initial planning through achieving a successful outcome. The text presents new exemplars for the most salient DNP projects and discusses how to implement initiatives into practice. Additionally, it is updated to reflect revised AACN Essentials and other national standards. The fourth edition continues to describe theoretical underpinnings and practical strategies to lead translation efforts and meet DNP core requirements. It serves as both a scaffold for the DNP project and as a roadmap for DNPs as they begin to practice nursing at the highest level. Thirty new examples of successful translation projects demonstrate the process of working through a problem from meticulous investigation of the evidence through careful planning, execution, evaluation, and dissemination of the work. New to the Fourth Edition: Presents abundant new examples addressing the most common DNP projects, particularly for NPs and other APRNs Provides new content to support successful translation of evidence Demonstrates in depth the process of working through a problem from start to finish Updated to reflect revised AACN Essentials and other national standards Addresses policy and how to implement initiatives into practice Discusses recent revisions to commonly used organizing frameworks Expands appraisal of evidence content to help faculty and students develop DNP projects Describes a fast-growing evidence base for safety and quality work with examples Key Features: Describes the most important theories and strategies that meet DNP core requirements Presents examples of published DNP projects which demonstrate how to integrate EBP into advanced practice in a variety of roles and settings Addresses the use of evidence to improve nursing education Discusses how to reduce the divide between researchers and policymakers Presents thirty examples of successful translation projects

Healthcare and Big Data Management

Author : Bairong Shen
Publisher : Springer
Page : 164 pages
File Size : 50,6 Mb
Release : 2017-10-20
Category : Science
ISBN : 9789811060410

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Healthcare and Big Data Management by Bairong Shen Pdf

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.

Data Management and Analytics for Medicine and Healthcare

Author : Edmon Begoli,Fusheng Wang,Gang Luo
Publisher : Springer
Page : 162 pages
File Size : 55,7 Mb
Release : 2017-08-25
Category : Computers
ISBN : 9783319671864

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Data Management and Analytics for Medicine and Healthcare by Edmon Begoli,Fusheng Wang,Gang Luo Pdf

This book constitutes the thoroughly refereed conference proceedings of the Third International Workshop on Data Management and Analytics for Medicine and Healthcare, DMAH 2017, in Munich, Germany, in September 2017, held in conjunction with the 43rd International Conference on Very Large Data Bases, VLDB 2017. The 9 revised full papers presented together with 2 keynote abstracts were carefully reviewed and selected from 16 initial submissions. The papers are organized in topical sections on data privacy and trustability for electronic health records; biomedical data management and Integration; online mining of Health related data; and clinical data analytics.

Healthcare Data Analytics

Author : Chandan K. Reddy,Charu C. Aggarwal
Publisher : CRC Press
Page : 756 pages
File Size : 41,6 Mb
Release : 2015-06-23
Category : Business & Economics
ISBN : 9781482232127

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Healthcare Data Analytics by Chandan K. Reddy,Charu C. Aggarwal Pdf

At the intersection of computer science and healthcare, data analytics has emerged as a promising tool for solving problems across many healthcare-related disciplines. Supplying a comprehensive overview of recent healthcare analytics research, Healthcare Data Analytics provides a clear understanding of the analytical techniques currently available

Healthcare Analytics for Quality and Performance Improvement

Author : Trevor L. Strome
Publisher : John Wiley & Sons
Page : 246 pages
File Size : 50,5 Mb
Release : 2013-10-02
Category : Business & Economics
ISBN : 9781118760154

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Healthcare Analytics for Quality and Performance Improvement by Trevor L. Strome Pdf

Improve patient outcomes, lower costs, reduce fraud—all with healthcare analytics Healthcare Analytics for Quality and Performance Improvement walks your healthcare organization from relying on generic reports and dashboards to developing powerful analytic applications that drive effective decision-making throughout your organization. Renowned healthcare analytics leader Trevor Strome reveals in this groundbreaking volume the true potential of analytics to harness the vast amounts of data being generated in order to improve the decision-making ability of healthcare managers and improvement teams. Examines how technology has impacted healthcare delivery Discusses the challenge facing healthcare organizations: to leverage advances in both clinical and information technology to improve quality and performance while containing costs Explores the tools and techniques to analyze and extract value from healthcare data Demonstrates how the clinical, business, and technology components of healthcare organizations (HCOs) must work together to leverage analytics Other industries are already taking advantage of big data. Healthcare Analytics for Quality and Performance Improvement helps the healthcare industry make the most of the precious data already at its fingertips for long-overdue quality and performance improvement.

Nursing Research Using Data Analysis

Author : Mary De Chesnay
Publisher : Springer Publishing Company
Page : 249 pages
File Size : 40,5 Mb
Release : 2014-12-05
Category : Medical
ISBN : 9780826126887

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Nursing Research Using Data Analysis by Mary De Chesnay Pdf

Nursing Research Using Data Analysis: Qualitative Designs and Methods in Nursing is one book in a series of seven volumes that presents concise, how-to guides to conducting qualitative research -- for novice researchers and specialists seeking to develop or expand their competency, health institution research divisions, in-service educators and students, and graduate nursing educators and students.

Proposal Writing for Clinical Nursing and DNP Projects, Second Edition

Author : Dr. Wanda Bonnel, PhD, RN,Dr. Katharine Smith, PhD, RN
Publisher : Springer Publishing Company
Page : 280 pages
File Size : 55,6 Mb
Release : 2017-07-28
Category : Medical
ISBN : 9780826144430

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Proposal Writing for Clinical Nursing and DNP Projects, Second Edition by Dr. Wanda Bonnel, PhD, RN,Dr. Katharine Smith, PhD, RN Pdf

Amazon, 11 reviews for 5-star average: "Excellent, very helpful, to the point, concise without leaving out important details." "Really helps and is easy to understand." This practical, concise, and accessible guide for graduate students and advanced clinicians delivers step-by-step guidelines for integrating research and best evidence to produce concise, well-written project proposals. Health care professionals in advanced practice are increasingly being asked to be able to deliver clinical project proposals using best evidence for advancing quality patient care. With the same “must know” clinical scholarship tools of the first edition, this revision provides practical guidelines of common project models for developing and writing a tight proposal from start to finish while leaving room for the unique nature of most clinical project topics. The second edition includes a completely new chapter on quality improvement concepts, new project proposal abstracts, and new information specific to the DNP project from the AACN. Using the same three-part organization to walk through the intricacies of planning, writing, and completing scholarly project proposals, this new edition also adds new key features to keep readers engaged with the text and their own ongoing or forthcoming proposal. Chapters have been updated to include websites for additional learning, as well as advice from DNP students who have themselves successfully completed project proposals. Reflective questions, tips for completing proposals, exemplars, and reader activities throughout the book facilitate readers’ greater understanding of projects and subsequent proposals. New to the Second Edition: A new chapter on quality improvement concepts Advice from DNP students who have themselves completed proposals Chapter updates and edits for enhanced clarity Websites for additional learning New information specific to the DNP project based on guidance from the AACN Increased emphasis on the Project Triangle, an important foundational structure Key Features: Provides topflight guidance in proposal writing for DNP and other nursing clinical projects Details parameters for integrating scholarship with clearly communicated professional objectives Contains numerous writing prompts and questions that guide students in reflective scholarly writing Offers examples of good writing, reflective questions, and tools for self-assessment Offers helpful tips for making proposals concise yet complete

Healthcare Business Intelligence, + Website

Author : Laura Madsen
Publisher : John Wiley & Sons
Page : 336 pages
File Size : 49,9 Mb
Release : 2012-09-04
Category : Business & Economics
ISBN : 9781118217801

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Healthcare Business Intelligence, + Website by Laura Madsen Pdf

Solid business intelligence guidance uniquely designed for healthcare organizations Increasing regulatory pressures on healthcare organizations have created a national conversation on data, reporting and analytics in healthcare. Behind the scenes, business intelligence (BI) and data warehousing (DW) capabilities are key drivers that empower these functions. Healthcare Business Intelligence is designed as a guidebook for healthcare organizations dipping their toes into the areas of business intelligence and data warehousing. This volume is essential in how a BI capability can ease the increasing regulatory reporting pressures on all healthcare organizations. Explores the five tenets of healthcare business intelligence Offers tips for creating a BI team Identifies what healthcare organizations should focus on first Shows you how to gain support for your BI program Provides tools and techniques that will jump start your BI Program Explains how to market and maintain your BI Program The risk associated with doing BI/DW wrong is high, and failures are well documented. Healthcare Business Intelligence helps you get it right, with expert guidance on getting your BI program started and successfully keep it going.

Analytics in Healthcare and the Life Sciences

Author : Thomas H. Davenport,Dwight McNeill
Publisher : Pearson Education
Page : 351 pages
File Size : 54,7 Mb
Release : 2013-11-04
Category : Business & Economics
ISBN : 9780133408706

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Analytics in Healthcare and the Life Sciences by Thomas H. Davenport,Dwight McNeill Pdf

Make healthcare analytics work: leverage its powerful opportunities for improving outcomes, cost, and efficiency.This book gives you thepractical frameworks, strategies, tactics, and case studies you need to go beyond talk to action. The contributing healthcare analytics innovators survey the field’s current state, present start-to-finish guidance for planning and implementation, and help decision-makers prepare for tomorrow’s advances. They present in-depth case studies revealing how leading organizations have organized and executed analytic strategies that work, and fully cover the primary applications of analytics in all three sectors of the healthcare ecosystem: Provider, Payer, and Life Sciences. Co-published with the International Institute for Analytics (IIA), this book features the combined expertise of IIA’s team of leading health analytics practitioners and researchers. Each chapter is written by a member of the IIA faculty, and bridges the latest research findings with proven best practices. This book will be valuable to professionals and decision-makers throughout the healthcare ecosystem, including provider organization clinicians and managers; life sciences researchers and practitioners; and informaticists, actuaries, and managers at payer organizations. It will also be valuable in diverse analytics, operations, and IT courses in business, engineering, and healthcare certificate programs.