Statistical Methods For Healthcare Performance Monitoring
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Statistical Methods For Healthcare Performance Monitoring
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Author : Alex Bottle
language : en
Publisher: CRC Press
Release Date : 2016-08-05
Statistical Methods For Healthcare Performance Monitoring written by Alex Bottle and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-05 with Mathematics categories.
Healthcare is important to everyone, yet large variations in its quality have been well documented both between and within many countries. With demand and expenditure rising, it’s more crucial than ever to know how well the healthcare system and all its components – from staff member to regional network – are performing. This requires data, which inevitably differ in form and quality. It also requires statistical methods, the output of which needs to be presented so that it can be understood by whoever needs it to make decisions. Statistical Methods for Healthcare Performance Monitoring covers measuring quality, types of data, risk adjustment, defining good and bad performance, statistical monitoring, presenting the results to different audiences and evaluating the monitoring system itself. Using examples from around the world, it brings all the issues and perspectives together in a largely non-technical way for clinicians, managers and methodologists. Statistical Methods for Healthcare Performance Monitoring is aimed at statisticians and researchers who need to know how to measure and compare performance, health service regulators, health service managers with responsibilities for monitoring performance, and quality improvement scientists, including those involved in clinical audits.
Statistical Methods In Healthcare
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Author : Frederick W. Faltin
language : en
Publisher: John Wiley & Sons
Release Date : 2012-07-24
Statistical Methods In Healthcare written by Frederick W. Faltin and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-24 with Medical categories.
Statistical Methods in Healthcare In recent years the number of innovative medicinal products and devices submitted and approved by regulatory bodies has declined dramatically. The medical product development process is no longer able to keep pace with increasing technologies, science and innovations and the goal is to develop new scientific and technical tools and to make product development processes more efficient and effective. Statistical Methods in Healthcare focuses on the application of statistical methodologies to evaluate promising alternatives and to optimize the performance and demonstrate the effectiveness of those that warrant pursuit is critical to success. Statistical methods used in planning, delivering and monitoring health care, as well as selected statistical aspects of the development and/or production of pharmaceuticals and medical devices are also addressed. With a focus on finding solutions to these challenges, this book: Provides a comprehensive, in-depth treatment of statistical methods in healthcare, along with a reference source for practitioners and specialists in health care and drug development. Offers a broad coverage of standards and established methods through leading edge techniques. Uses an integrated case study based approach, with focus on applications. Looks at the use of analytical and monitoring schemes to evaluate therapeutic performance. Features the application of modern quality management systems to clinical practice, and to pharmaceutical development and production processes. Addresses the use of modern statistical methods such as Adaptive Design, Seamless Design, Data Mining, Bayesian networks and Bootstrapping that can be applied to support the challenging new vision. Practitioners in healthcare-related professions, ranging from clinical trials to care delivery to medical device design, as well as statistical researchers in the field, will benefit from this book.
Statistics For Health Care Management And Administration
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Author : John F. Kros
language : en
Publisher: John Wiley & Sons
Release Date : 2016-01-11
Statistics For Health Care Management And Administration written by John F. Kros and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-11 with Medical categories.
The must-have statistics guide for students of health services Statistics for Health Care Management and Administration is a unique and invaluable resource for students of health care administration and public health. The book introduces students to statistics within the context of health care, focusing on the major data and analysis techniques used in the field. All hands-on instruction makes use of Excel, the most common spreadsheet software that is ubiquitous in the workplace. This new third edition has been completely retooled, with new content on proportions, ANOVA, linear regression, chi-squares, and more, Step-by-step instructions in the latest version of Excel and numerous annotated screen shots make examples easy to follow and understand. Familiarity with statistical methods is essential for health services professionals and researchers, who must understand how to acquire, handle, and analyze data. This book not only helps students develop the necessary data analysis skills, but it also boosts familiarity with important software that employers will be looking for. Learn the basics of statistics in the context of Excel Understand how to acquire data and display it for analysis Master various tests including probability, regression, and more Turn test results into usable information with proper analysis Statistics for Health Care Management and Administration gets students off to a great start by introducing statistics in the workplace context from the very beginning.
Managing Performance Measurement Data In Health Care
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Author :
language : en
Publisher: Joint Commission on
Release Date : 2008
Managing Performance Measurement Data In Health Care written by and has been published by Joint Commission on this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Medical categories.
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.
Data Management And Analysis Using Jmp
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Author : Jane E Oppenlander
language : en
Publisher: SAS Institute
Release Date : 2017-10-17
Data Management And Analysis Using Jmp written by Jane E Oppenlander and has been published by SAS Institute this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-17 with Computers categories.
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
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Author : Mary Ann Shifflet
language : en
Publisher: John Wiley & Sons
Release Date : 2020-05-04
Improving Health Care Quality written by Mary Ann Shifflet and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-04 with Medical categories.
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.
Evaluating Quality Of Care
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Author : M. Clinton Miller
language : en
Publisher: Aspen Publishers
Release Date : 1979
Evaluating Quality Of Care written by M. Clinton Miller and has been published by Aspen Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Business & Economics categories.
There is a expanding interest in the development of health care quality assurance by the professional, public and private sectors. Societal forces have elevated the consumer's expectations of quality in the care delivered by the health service system. Although a clear set of evaluation criteria for the quality of care offered by the health care delivery team has not yet emerged, we can, with little deliberation, envision the need for methods to analyze the data gene- rated by these quality control and audit systems. This work addresses specifically the need of participants in quality assurance programs to be able to analyze the data that they obtain. It is an exposition and synthesis of available statistical methods appropriate in pro- cessing quality assurance data. The emphasis is on working examples arising in common health care quality assessment situations. As will be observed, the methods presented are not dependent upon the exis- tence of an accepted standardized form but are applicable to a wide range of data collection instruments.
Advanced Performance Improvement In Health Care
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Author : Donald Lighter
language : en
Publisher: Jones & Bartlett Learning
Release Date : 2011
Advanced Performance Improvement In Health Care written by Donald Lighter and has been published by Jones & Bartlett Learning this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Business & Economics categories.
Amidst a deepening crisis in U.S. health care, Advanced Performance Improvement in Health Care provides a results-oriented approach to rehabilitating an ailing healthcare system. With his innovative, instructive strategies, Lighter offers a welcome road map to guide meaningful change in the industry and to equip healthcare managers to meet 21st century challenges. Advanced Performance Improvement in Health Care: Principles and Methods provides healthcare educators, leaders, and clinicians with the specific knowledge and tools vital for creating and advocating for quality-centric, next-generation healthcare organizations. This unique compilation of management, analytical, and statistical methods and techniques serves as a comprehensive guide to harnessing todays technology and developing a culture of quality that delivers sustainable, quantifiable value in healthcare organizations.
Data And Safety Monitoring Committees In Clinical Trials
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Author : Jay Herson
language : en
Publisher: CRC Press
Release Date : 2016-12-19
Data And Safety Monitoring Committees In Clinical Trials written by Jay Herson and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-19 with Mathematics categories.
Praise for the first edition: "Given the author’s years of experience as a statistician and as a founder of the first DMC in pharmaceutical industry trials, I highly recommend this book—not only for experts because of its cogent and organized presentation, but more importantly for young investigators who are seeking information about the logistical and philosophical aspects of a DMC." -S. T. Ounpraseuth, The American Statistician In the first edition of this well-regarded book, the author provided a groundbreaking and definitive guide to best practices in pharmaceutical industry data monitoring committees (DMCs). Maintaining all the material from the first edition and adding substantial new material, Data and Safety Monitoring Committees in Clinical Trials, Second Edition is ideal for training professionals to serve on their first DMC as well as for experienced clinical and biostatistical DMC members, sponsor and regulatory agency staff. The second edition guides the reader through newly emerging DMC responsibilities brought about by regulations emphasizing risk vs benefit and the emergence of risk-based monitoring. It also provides the reader with many new statistical methods, clinical trial designs and clinical terminology that have emerged since the first edition. The references have been updated and the very popular end-of-chapter Q&A section has been supplemented with many new experiences since the first edition. New to the Second Edition: Presents statistical methods, tables, listings and graphs appropriate for safety review, efficacy analysis and risk vs benefit analysis, SPERT and PRISMA initiatives. Newly added interim analysis for efficacy and futility section. DMC responsibilities in SUSARs (Serious Unexpected Serious Adverse Reactions), basket trials, umbrella trials, dynamic treatment strategies /SMART trials, pragmatic trials, biosimilar trials, companion diagnostics, etc. DMC responsibilities for data quality and fraud detection (Fraud Recovery Plan) Use of patient reported outcomes of safety Use of meta analysis and data outside the trial New ideas for training and compensation of DMC members Jay Herson is Senior Associate, Biostatistics, Johns Hopkins Bloomberg School of Public Health where he teaches courses on clinical trials and drug development based on his many years experience in clinical trials in academia and the pharmaceutical industry.
Improving Healthcare With Control Charts
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Author : Raymond G. Carey
language : en
Publisher: Quality Press
Release Date : 2003-01-01
Improving Healthcare With Control Charts written by Raymond G. Carey and has been published by Quality Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-01-01 with Health & Fitness categories.
Do you feel you are drowning in a sea of data and wondering how you can learn from all of this information? While measuring quality efforts in healthcare is essential to the overall performance of any healthcare organization, it is also very complex, leaving many feeling overwhelmed and with a lot of unanswered questions: What are SPC methods and can they really help to improve healthcare? How can control charts be used to monitor key processes and outcomes? How can physicians use control charts to improve their clinical practice? In his latest book, Dr. Raymond Carey answers these questions and more as he helps to explain the need for, and the use of, SPC in healthcare. In Improving Healthcare with Control Charts: Basic and Advanced SPC Methods and Case Studies, Carey expands on his previous best-selling book, Measuring Quality Improvement in Healthcare, by providing more in-depth information on problems commonly experienced in constructing and analyzing control charts. He outlines specific SPC concepts, theories, and methods that will help improve measurement and therefore improve overall performance. Carey also presents many new case studies applying advanced methods and theory to real life healthcare situations.