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Data Management and Analysis Using JMP: Health Care Case Studies

2017-10 Computers
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Release : 2017-10
Genre : Computers
Kind : eBook
Book Rating : 107/5 ( reviews)

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Book Synopsis Data Management and Analysis Using JMP: Health Care Case Studies by : Jane E. Oppenlander

Download or read book Data Management and Analysis Using JMP: Health Care Case Studies written by Jane E. Oppenlander. This book was released on 2017-10. Available in PDF, EPUB and Kindle. Book excerpt: A holistic, step-by-step approach to analyzing health care data! Written for both beginner and intermediate JMP users working in or studying health care, Data Management and Analysis Using JMP: Health Care Case Studies bridges the gap between taking traditional statistics courses and successfully applying statistical analysis in the workplace. Authors Jane Oppenlander and Patricia Schaffer begin by illustrating techniques to prepare data for analysis, followed by presenting effective methods to summarize, visualize, and analyze data. The statistical analysis methods covered in the book are the foundational techniques commonly applied to meet regulatory, operational, budgeting, and research needs in the health care field. This example-driven book shows practitioners how to solve real-world problems by using an approach that includes problem definition, data management, selecting the appropriate analysis methods, step-by-step JMP instructions, and interpreting statistical results in context. Practical strategies for selecting appropriate statistical methods, remediating data anomalies, and interpreting statistical results in the domain context are emphasized. The cases presented in Data Management and Analysis Using JMP use multiple statistical methods. A progression of methods--from univariate to multivariate--is employed, illustrating a logical approach to problem-solving. Much of the data used in these cases is open source and drawn from a variety of health care settings. The book offers a welcome guide to working professionals as well as students studying statistics in health care-related fields.

Improving Health Care Quality

2020-06-16 Medical
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Release : 2020-06-16
Genre : Medical
Kind : eBook
Book Rating : 613/5 ( reviews)

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Book Synopsis Improving Health Care Quality by : Mary Ann Shifflet

Download or read book Improving Health Care Quality written by Mary Ann Shifflet. This book was released on 2020-06-16. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to improve the quality of health care offered by your institution using data you already have Improving Health Care Quality: Case Studies with JMP® teaches readers how to systematically identify problems, collect and interpret data, and solve issues in the real world. Relying on JMP® software, the authors walk readers through the process of applying quality improvement techniques to real-life health care problems. The case studies provided in the book vary significantly and provide a wide-ranging view of the application of quality improvement techniques in the health care field. Studies regarding length of stay of diabetes patients to benchmarking the costs of hip replacement all serve to illuminate and explain the underlying concepts of statistical analysis. The authors break each case study down into several sections, including: Background and Task Data and Data Management Analysis Summary Concepts and Tools Exercises and Discussion Questions Each section reinforces the lessons learned in each case study and helps the reader learn to apply statistical data to their own health care quality problems.

Data Management and Analysis Using JMP

2017-10-17 Computers
Download Data Management and Analysis Using JMP PDF Online Free

Author :
Release : 2017-10-17
Genre : Computers
Kind : eBook
Book Rating : 409/5 ( reviews)

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Book Synopsis Data Management and Analysis Using JMP by : Jane E Oppenlander

Download or read book Data Management and Analysis Using JMP written by Jane E Oppenlander. This book was released on 2017-10-17. Available in PDF, EPUB and Kindle. Book excerpt: A holistic, step-by-step approach to analyzing health care data! Written for both beginner and intermediate JMP users working in or studying health care, Data Management and Analysis Using JMP: Health Care Case Studies bridges the gap between taking traditional statistics courses and successfully applying statistical analysis in the workplace. Authors Jane Oppenlander and Patricia Schaffer begin by illustrating techniques to prepare data for analysis, followed by presenting effective methods to summarize, visualize, and analyze data. The statistical analysis methods covered in the book are the foundational techniques commonly applied to meet regulatory, operational, budgeting, and research needs in the health care field. This example-driven book shows practitioners how to solve real-world problems by using an approach that includes problem definition, data management, selecting the appropriate analysis methods, step-by-step JMP instructions, and interpreting statistical results in context. Practical strategies for selecting appropriate statistical methods, remediating data anomalies, and interpreting statistical results in the domain context are emphasized. The cases presented in Data Management and Analysis Using JMP use multiple statistical methods. A progression of methods--from univariate to multivariate--is employed, illustrating a logical approach to problem-solving. Much of the data used in these cases is open source and drawn from a variety of health care settings. The book offers a welcome guide to working professionals as well as students studying statistics in health care-related fields.

Improving Health Care Quality

2020-05-04 Medical
Download Improving Health Care Quality PDF Online Free

Author :
Release : 2020-05-04
Genre : Medical
Kind : eBook
Book Rating : 648/5 ( reviews)

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Book Synopsis Improving Health Care Quality by : Mary Ann Shifflet

Download or read book Improving Health Care Quality written by Mary Ann Shifflet. This book was released on 2020-05-04. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to improve the quality of health care offered by your institution using data you already have Improving Health Care Quality: Case Studies with JMP® teaches readers how to systematically identify problems, collect and interpret data, and solve issues in the real world. Relying on JMP® software, the authors walk readers through the process of applying quality improvement techniques to real-life health care problems. The case studies provided in the book vary significantly and provide a wide-ranging view of the application of quality improvement techniques in the health care field. Studies regarding length of stay of diabetes patients to benchmarking the costs of hip replacement all serve to illuminate and explain the underlying concepts of statistical analysis. The authors break each case study down into several sections, including: Background and Task Data and Data Management Analysis Summary Concepts and Tools Exercises and Discussion Questions Each section reinforces the lessons learned in each case study and helps the reader learn to apply statistical data to their own health care quality problems.

Managing Performance Measurement Data in Health Care

2008 Medical
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Author :
Release : 2008
Genre : Medical
Kind : eBook
Book Rating : 969/5 ( reviews)

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Book Synopsis Managing Performance Measurement Data in Health Care by :

Download or read book Managing Performance Measurement Data in Health Care written by . This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt: Are you a health care provider who has ever wondered what to do with all the data that have been collected by your organization? Then Managing Performance Measurement Data in Health Care, 2nd Edition is for you. This book covers new processes and research in the data management arena including updated data collection tools, an update on methods for collecting data, and key ways to display and/or analyze data. It includes: An overview of data management, including how to use the data management process to improve performance Tips on data collection and analysis, including how to use statistical tools such as control charts and run charts to analyze and interpret data Ways to use the data that have been collected and analyzed to implement and sustain improvement The book also discusses how to incorporate data collection and analysis into everyday activities and lessen the "burdened" feeling that might come with data analysis efforts. Case studies from a variety of organizations offer real-world examples that other organizations can adapt and learn from for their own use.

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