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How To Use Control Charts For Healthcare
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Book Synopsis Improving Healthcare with Control Charts by : Raymond G. Carey
Download or read book Improving Healthcare with Control Charts written by Raymond G. Carey and published by Quality Press. This book was released on 2003-01-01 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Statistical Methods in Healthcare by : Frederick W. Faltin
Download or read book Statistical Methods in Healthcare written by Frederick W. Faltin and published by John Wiley & Sons. This book was released on 2012-07-24 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis How to Use Control Charts for Healthcare by : D. Lynn Kelley
Download or read book How to Use Control Charts for Healthcare written by D. Lynn Kelley and published by ASQ Quality Press. This book was released on 1999-01-01 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a link between accreditation standards of the Joint Commission on Accreditation for Healthcare Organizations (JCAHO) and quality tools needed to meet these standards. Demonstrates the use of control charts in accordance with JCAHO standards, and provides a how-to reference guide for control charts, with easy to understand instructions, examples, and extensive use of graphics. Each chapter's instructions are followed by examples for practice and training.
Book Synopsis Applications of Control Charts for Quality Improvement in Health Care by : Jerome Niyiora
Download or read book Applications of Control Charts for Quality Improvement in Health Care written by Jerome Niyiora and published by . This book was released on 2020-03-20 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Measuring Quality Improvement in Healthcare by : Raymond G. Carey
Download or read book Measuring Quality Improvement in Healthcare written by Raymond G. Carey and published by Quality Press. This book was released on 2001-09-25 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: This ground-breaking book addresses the critical, growing need among health care administrators and practitioners to measure the effectiveness of quality improvement efforts. Written by respected healthcare quality professionals, Measuring Quality Improvement in Healthcare covers practical applications of the tools and techniques of statistical process control (SPC), including control charts, in healthcare settings. The authors' straightforward discussions of data collection, variation, and process improvement set the context for the use and interpretation of control charts. Their approach incorporates "the voice of the customer" as a key element driving the improvement processes and outcomes. The core of the book is a set of 12 case studies that show how to apply statistical thinking to health care process, and when and how to use different types of control charts. The practical, down-to-earth orientation of the book makes it accessible to a wide readership. "Only authors who have used statistics and control charts to solve real-world healthcare problems could have written a book so practical and timely." - Barry S. Bader, Publisher The Quality Letter for Healthcare Leaders "Many clinicians and other healthcare leaders underestimate the great contributions that better statistical thinking could make toward reducing costs and improving outcomes. This fascinating and timely book is a fine guide for getting started." - Donald M. Berwick, M.D. President and CEO, Institute for Healthcare Improvement Associate Professor of Pediatrics, Harvard Medical School Contents: Planning Your CQI Journey, Preparing to Collect Data, Data Collection, Understanding Variation, Using Run and Control Charts to Analyze Process Variation, Control Chart Case Studies, Developing Improvement Strategies, Using Patient Surveys for CQI, Formulas for Calculating Control Limits
Book Synopsis Innovative Control Charting by : Stephen A. Wise
Download or read book Innovative Control Charting written by Stephen A. Wise and published by Quality Press. This book was released on 2006-06-30 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for the quality professional with a basic understanding of traditional SPC, this book presents solutions for the problems encountered when trying to apply traditional control charting techniques in a complex manufacturing environment. Anyone using SPC who has felt limited by its traditional methods will find this book timely and beneficial. Along with basic SPC topics such as, control chart theories, process capability studies, data collection strategies, and sampling, this book concentrates on describing tools which solve the limitations of traditional SPC techniques. Specifically designed for those who face the challenges of limited data collection opportunities, small production runs, multiple characteristics, and demanding manufacturing situations, Innovative Control Charting will become a favorite, modern SPC reference. Benefits: Discover how SPC can be effectively applied even with complex parts, numerous part dimensions, similar but different characteristics, and small lot sizes. Learn how to overcome the three main limitations of traditional SPC techniques. Explore new SPC techniques in a step-by-step analysis approach using real-life examples.
Book Synopsis The Health Care Data Guide by : Lloyd P. Provost
Download or read book The Health Care Data Guide written by Lloyd P. Provost and published by John Wiley & Sons. This book was released on 2011-12-06 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Health Care Data Guide is designed to help students and professionals build a skill set specific to using data for improvement of health care processes and systems. Even experienced data users will find valuable resources among the tools and cases that enrich The Health Care Data Guide. Practical and step-by-step, this book spotlights statistical process control (SPC) and develops a philosophy, a strategy, and a set of methods for ongoing improvement to yield better outcomes. Provost and Murray reveal how to put SPC into practice for a wide range of applications including evaluating current process performance, searching for ideas for and determining evidence of improvement, and tracking and documenting sustainability of improvement. A comprehensive overview of graphical methods in SPC includes Shewhart charts, run charts, frequency plots, Pareto analysis, and scatter diagrams. Other topics include stratification and rational sub-grouping of data and methods to help predict performance of processes. Illustrative examples and case studies encourage users to evaluate their knowledge and skills interactively and provide opportunity to develop additional skills and confidence in displaying and interpreting data. Companion Web site: www.josseybass.com/go/provost
Book Synopsis MediCaring Communities by : Joanne Lynn
Download or read book MediCaring Communities written by Joanne Lynn and published by Createspace Independent Publishing Platform. This book was released on 2016-06-16 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Americans want a long life and most of us will get to live into our 80's and beyond, but we have not squarely faced the challenges of living well in the last years of long lives. This book lays out a thoroughly pragmatic way to organize service delivery and financing so that Americans could count on living comfortably and meaningfully through the period of disability and illness that most will experience in the last years of life - all at a cost that families and taxpayers can sustain. MediCaring Communities offers to customize care around the priorities of elders and their families and to manage the local care system so it is reliable and efficient.Three out of four of us will need long-term care. The period of needing someone's help every day now lasts more than two years, on average. Most of us will not have saved enough to get through this part of life without financial help from family or government - indeed, we'll spend almost half of our total lifetime healthcare expenditures in this last part of life, mostly on personal care that is not covered by Medicare. We have not yet required housing to be modified for living with disabilities or secured a ready supply of home-delivered food, and we certainly have not required medical care to focus on the patient and family priorities in order to enable the last years to be meaningful and comfortable. Family caregiving will be a crisis as families become smaller, more dispersed, older, and facing inadequate retirement income for the younger generation. MediCaring Communities improve care by building care plans around the health needs and living situation of the elderly person and family, and especially from respecting their choices about priorities. The improvements in service delivery arise from integrating supportive services at home with customized medical care and installing local monitoring and management. The improvements in finance arise from harvesting savings from the current overuse of medical tests and treatments in this part of life. These come together in MediCaring Communities.Strong evidence supports each component, but the real strength is in the combination, where savings support critical community-based services, communities build the necessary environment, and elders and their families craft their course with the help of interdisciplinary teams. This book lays it out, using expansion of PACE (The Program of All-Inclusive Care of the Elderly) as the test case. The book provides a strong and complete guide to serious reform, and just in time for the aging of the Boomers which will escalate the needs dramatically during the 2030's. Now is the time to act.Advance Praise for MediCaring Communities"For decades, Joanne Lynn's has been the clearest, strongest, most soulful voice in America for modernizing the ways in which we care for frail elders. This essential book is her masterpiece. It offers a magisterial, evidence-based vision of that new care, and an entirely plausible pathway for reaching it. Facing a tsunami of aging, our nation simply cannot afford to ignore this counsel."-Donald M. Berwick, MD, President Emeritus and Senior Fellow, Institute for Healthcare Improvement, and former Administrator, Centers for Medicare & Medicaid Services."MediCaring Communities integrates good geriatrics and long-term services and supports, and building upon an expanded PACE program can be a tangible start. We should try this!"-Jennie Chin Hansen, Lead in Developing PACE; Past President, AARP; and Past CEO of On Lok Senior Health Services and the American Geriatrics Society.
Book Synopsis The Quality Toolbox by : Nancy Tague
Download or read book The Quality Toolbox written by Nancy Tague and published by Quality Press. This book was released on 2004-07-14 with total page 625 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Quality Toolbox is a comprehensive reference to a variety of methods and techniques: those most commonly used for quality improvement, many less commonly used, and some created by the author and not available elsewhere. The reader will find the widely used seven basic quality control tools (for example, fishbone diagram, and Pareto chart) as well as the newer management and planning tools. Tools are included for generating and organizing ideas, evaluating ideas, analyzing processes, determining root causes, planning, and basic data-handling and statistics. The book is written and organized to be as simple as possible to use so that anyone can find and learn new tools without a teacher. Above all, this is an instruction book. The reader can learn new tools or, for familiar tools, discover new variations or applications. It also is a reference book, organized so that a half-remembered tool can be found and reviewed easily, and the right tool to solve a particular problem or achieve a specific goal can be quickly identified. With this book close at hand, a quality improvement team becomes capable of more efficient and effective work with less assistance from a trained quality consultant. Quality and training professionals also will find it a handy reference and quick way to expand their repertoire of tools, techniques, applications, and tricks. For this second edition, Tague added 34 tools and 18 variations. The "Quality Improvement Stories" chapter has been expanded to include detailed case studies from three Baldrige Award winners. An entirely new chapter, "Mega-Tools: Quality Management Systems," puts the tools into two contexts: the historical evolution of quality improvement and the quality management systems within which the tools are used. This edition liberally uses icons with each tool description to reinforce for the reader what kind of tool it is and where it is used within the improvement process.
Book Synopsis Statistical Models and Control Charts for High-Quality Processes by : Min Xie
Download or read book Statistical Models and Control Charts for High-Quality Processes written by Min Xie and published by Springer Science & Business Media. This book was released on 2002-06-30 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control charts are widely used in industry to monitor processes that are far from Zero-Defect (ZD), and their use in a near Zero-Defect manufacturing environment poses many problems. This book presents techniques of using control charts for high-quality processes, and some recent findings and applications of statistical control chart techniques for ZD processes are presented. A powerful technique based on counting of the cumulative conforming (CCC) items between two nonconforming ones is discussed in detail. Extensions of the CCC chart are described, as well as applications of cumulative sum and exponentially weighted moving average techniques to CCC-related data, multivariate methods, economic design of control chart procedures, and modeling and analysis of trended but regularly adjusted processes. Many examples, charts, and procedures, are presented throughout the book, and references are provided for those interested in exploring the details. A number of questions and issues are posed for further investigations. Researchers and students may find many ideas in this book useful in their academic work, as a foundation is laid for the exploration of many further theoretical and practical issues.
Book Synopsis Beyond Control Charts by : AHC Media, LLC
Download or read book Beyond Control Charts written by AHC Media, LLC and published by . This book was released on 2004 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Advances in Asset Management and Condition Monitoring by : Andrew Ball
Download or read book Advances in Asset Management and Condition Monitoring written by Andrew Ball and published by Springer Nature. This book was released on 2020-08-27 with total page 1566 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers select contributions from the 32nd International Congress and Exhibition on Condition Monitoring and Diagnostic Engineering Management (COMADEM 2019), held at the University of Huddersfield, UK in September 2019, and jointly organized by the University of Huddersfield and COMADEM International. The aim of the Congress was to promote awareness of the rapidly emerging interdisciplinary areas of condition monitoring and diagnostic engineering management. The contents discuss the latest tools and techniques in the multidisciplinary field of performance monitoring, root cause failure modes analysis, failure diagnosis, prognosis, and proactive management of industrial systems. There is a special focus on digitally enabled asset management and covers several topics such as condition monitoring, maintenance, structural health monitoring, non-destructive testing and other allied areas. Bringing together expert contributions from academia and industry, this book will be a valuable resource for those interested in latest condition monitoring and asset management techniques.
Book Synopsis Understanding Variation by : Donald J. Wheeler
Download or read book Understanding Variation written by Donald J. Wheeler and published by . This book was released on 1993 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides techniques to become numerically literate and able to understand and digest data.
Book Synopsis An Introduction to Acceptance Sampling and SPC with R by : John Lawson
Download or read book An Introduction to Acceptance Sampling and SPC with R written by John Lawson and published by CRC Press. This book was released on 2021-02-25 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Acceptance Sampling and SPC with R is an introduction to statistical methods used in monitoring, controlling and improving quality. Topics covered include acceptance sampling; Shewhart control charts for Phase I studies; graphical and statistical tools for discovering and eliminating the cause of out-of-control-conditions; Cusum and EWMA control charts for Phase II process monitoring; and the design and analysis of experiments for process troubleshooting and discovering ways to improve process output. Origins of statistical quality control and the technical topics presented in the remainder of the book are those recommended in the ANSI/ASQ/ISO guidelines and standards for industry. The final chapter ties everything together by discussing modern management philosophies that encourage the use of the technical methods presented earlier. In the modern world sampling plans and the statistical calculations used in statistical quality control are done with the help of computers. As an open source high-level programming language with flexible graphical output options, R runs on Windows, Mac and Linux operating systems, and has add-on packages that equal or exceed the capability of commercial software for statistical methods used in quality control. In this book, we will focus on several R packages. In addition to demonstrating how to use R for acceptance sampling and control charts, this book will concentrate on how the use of these specific tools can lead to quality improvements both within a company and within their supplier companies. This would be a suitable book for a one-semester undergraduate course emphasizing statistical quality control for engineering majors (such as manufacturing engineering or industrial engineering), or a supplemental text for a graduate engineering course that included quality control topics.
Book Synopsis Introduction to Statistical Process Control by : Muhammad Aslam
Download or read book Introduction to Statistical Process Control written by Muhammad Aslam and published by John Wiley & Sons. This book was released on 2020-09-16 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to the Fundamentals and History of Control Charts, Applications, and Guidelines for Implementation Introduction to Statistical Process Control examines various types of control charts that are typically used by engineering students and practitioners. This book helps readers develop a better understanding of the history, implementation, and use-cases. Students are presented with varying control chart techniques, information, and roadmaps to ensure their control charts are operating efficiently and producing specification-confirming products. This is the essential text on the theories and applications behind statistical methods and control procedures. This eight-chapter reference breaks information down into digestible sections and covers topics including: ● An introduction to the basics as well as a background of control charts ● Widely used and newly researched attributes of control charts, including guidelines for implementation ● The process capability index for both normal and non-normal distribution via the sampling of multiple dependent states ● An overview of attribute control charts based on memory statistics ● The development of control charts using EQMA statistics For a solid understanding of control methodologies and the basics of quality assurance, Introduction to Statistical Process Control is a definitive reference designed to be read by practitioners and students alike. It is an essential textbook for those who want to explore quality control and systems design.
Book Synopsis A New X-Bar Control Chart for Using Neutrosophic ExponentiallyWeighted Moving Average by : Muhammad Aslam
Download or read book A New X-Bar Control Chart for Using Neutrosophic ExponentiallyWeighted Moving Average written by Muhammad Aslam and published by Infinite Study. This book was released on with total page 13 pages. Available in PDF, EPUB and Kindle. Book excerpt: The existing Shewhart X-bar control charts using the exponentially weighted moving average statistic are designed under the assumption that all observations are precise, determined, and known. In practice, it may be possible that the sample or the population observations are imprecise or fuzzy. In this paper, we present the designing of the X-bar control chart under the symmetry property of normal distribution using the neutrosophic exponentially weighted moving average statistics. We will first introduce the neutrosophic exponentially weighted moving average statistic, and then use it to design the X-bar control chart for monitoring the data under an uncertainty environment. We will determine the neutrosophic average run length using the neutrosophic Monte Carlo simulation. The eciency of the proposed plan will be compared with existing control charts.
Book Synopsis Statistical Process Control for Health Care by : Marilyn K. Hart
Download or read book Statistical Process Control for Health Care written by Marilyn K. Hart and published by Cengage Learning. This book was released on 2002 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book teaches and illustrates the use of SPC (Statistical Process Control) techniques for healthcare professionals. SPC techniques allow these professionals to properly extract information from healthcare data, make intelligent decisions based on statistical data, and know if the data has been presented in an appropriate manner. Using a case study approach, the authors present the theory, computations (hand and computer), and application (case study) for each concept. In recent years, SPC has been proven effective in improving the quality of health care, just as it has in other service industries and in manufacturing.
