Measuring Data Quality for Ongoing Improvement
Measuring Data Quality for Ongoing Improvement

Author: Laura Sebastian-Coleman

Publisher: Newnes

Published: 2012-12-31

Total Pages: 404

ISBN-13: 0123977541

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The Data Quality Assessment Framework shows you how to measure and monitor data quality, ensuring quality over time. You'll start with general concepts of measurement and work your way through a detailed framework of more than three dozen measurement types related to five objective dimensions of quality: completeness, timeliness, consistency, validity, and integrity. Ongoing measurement, rather than one time activities will help your organization reach a new level of data quality. This plain-language approach to measuring data can be understood by both business and IT and provides practical guidance on how to apply the DQAF within any organization enabling you to prioritize measurements and effectively report on results. Strategies for using data measurement to govern and improve the quality of data and guidelines for applying the framework within a data asset are included. You'll come away able to prioritize which measurement types to implement, knowing where to place them in a data flow and how frequently to measure. Common conceptual models for defining and storing of data quality results for purposes of trend analysis are also included as well as generic business requirements for ongoing measuring and monitoring including calculations and comparisons that make the measurements meaningful and help understand trends and detect anomalies. - Demonstrates how to leverage a technology independent data quality measurement framework for your specific business priorities and data quality challenges - Enables discussions between business and IT with a non-technical vocabulary for data quality measurement - Describes how to measure data quality on an ongoing basis with generic measurement types that can be applied to any situation

Quality Measures
Quality Measures

Author: Deeb N. Salem

Publisher: Springer Nature

Published: 2020-03-11

Total Pages: 254

ISBN-13: 303037145X

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While the healthcare system continues to shift towards more emphasis on quality metrics, there remains a substantial gap between the expectations of healthcare policies and standards of hospital administrations vs. the realistic care provided by the average healthcare provider. This book offers the perspective of the healthcare provider and aims to fulfill the unmet need to educate other healthcare providers on recognizing quality measures and understanding how to achieve them to meet standards of quality care. This book covers the historical perspective of quality measures, the context of their existence, their utility, and the contemporary issues related to their use. Simultaneously, it critically addresses the quality of these quality metrics and presents the evidence available to date on the efficacy and the limitations of these quality measures. This text is all-inclusive and is organized into chapters that include the evolution of quality metrics in healthcare, the practical role of hospitals, as well as the practical role of individual healthcare providers in addressing quality metrics. The chapters also include assessment of quality metrics that uniquely pertain to medical and surgical practices, as well as non-clinical quality metrics that specifically target undergraduate and graduate medical training. Finally, the book reflects on the use of contemporary quality metrics and their impact on outcomes, patient care, and public health and policy making. In these chapters, tables and illustrations, including algorithms, will be used to provide systematic approaches to common issues related to quality metrics. In addition, historical anecdotes and case presentations will be used to address pearls in contemporary practice of quality metrics. Quality Measures is the definitive reference on quality metrics in healthcare and is a valuable resource for healthcare providers, trainees, administrators and public health agencies.

Toward Quality Measures for Population Health and the Leading Health Indicators
Toward Quality Measures for Population Health and the Leading Health Indicators

Author: Institute of Medicine

Publisher: National Academies Press

Published: 2013-10-04

Total Pages: 135

ISBN-13: 0309285577

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The Institute of Medicine (IOM) Committee on Quality Measures for the Healthy People Leading Health Indicators was charged by the Office of the Assistant Secretary for Health to identify measures of quality for the 12 Leading Health Indicator (LHI) topics and 26 Leading Health Indicators in Healthy People 2020 (HP2020), the current version of the Department of Health and Human Services (HHS) 10-year agenda for improving the nation's health. The scope of work for this project is to use the nine aims for improvement of quality in public health (population-centered, equitable, proactive, health promoting, risk reducing, vigilant, transparent, effective, and efficient) as a framework to identify quality measures for the Healthy People Leading Health Indicators (LHIs). The committee reviewed existing literature on the 12 LHI topics and the 26 Leading Health Indicators. Quality measures for the LHIs that are aligned with the nine aims for improvement of quality in public health will be identified. When appropriate, alignments with the six Priority Areas for Improvement of Quality in Public Health will be noted in the Committee's report. Toward Quality Measures for Population Health and the Leading Health Indicators also address data reporting and analytical capacities that must be available to capture the measures and for demonstrating the value of the measures to improving population health. Toward Quality Measures for Population Health and the Leading Health Indicators provides recommendations for how the measures can be used across sectors of the public health and health care systems. The six priority areas (also known as drivers) are population health metrics and information technology; evidence-based practices, research, and evaluation; systems thinking; sustainability and stewardship; policy; and workforce and education.

Quality Assurance of Chemical Measurements
Quality Assurance of Chemical Measurements

Author: John K. Taylor

Publisher: CRC Press

Published: 1987-08-02

Total Pages: 354

ISBN-13: 9780873710978

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This definitive new book should appeal to everyone who produces, uses, or evaluates scientific data. Ensures accuracy and reliability. Dr. Taylor's book provides guidance for the development and implementation of a credible quality assurance program, plus it also provides chemists and clinical chemists, medical and chemical researchers, and all scientists and managers the ideal means to ensure accurate and reliable work. Chapters are presented in a logical progression, starting with the concept of quality assurance, principles of good measurement, principles of quality assurance, and evaluation of measurement quality. Each chapter has a degree of independence so that it may be consulted separately from the others.

Envisioning the National Health Care Quality Report
Envisioning the National Health Care Quality Report

Author: Institute of Medicine

Publisher: National Academies Press

Published: 2001-03-22

Total Pages: 256

ISBN-13: 0309171156

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How good is the quality of health care in the United States? Is quality improving? Or is it suffering? While the average person on the street can follow the state of the economy with economic indicators, we do not have a tool that allows us to track trends in health care quality. Beginning in 2003, the Agency for Healthcare Research and Quality (AHRQ) will produce an annual report on the national trends in the quality of health care delivery in the United States. AHRQ commissioned the Institute of Medicine (IOM) to help develop a vision for this report that will allow national and state policy makers, providers, consumers, and the public at large to track trends in health care quality. Envisioning the National Health Care Quality Report offers a framework for health care quality, specific examples of the types of measures that should be included in the report, suggestions on the criteria for selecting measures, as well as advice on reaching the intended audiences. Its recommendations could help the national health care quality report to become a mainstay of our nation's effort to improve health care.

Measuring the Quality of Health Care
Measuring the Quality of Health Care

Author: The National Roundtable on Health Care Quality

Publisher: National Academies Press

Published: 1999-02-23

Total Pages: 42

ISBN-13: 0309570689

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The National Roundtable on Health Care Quality was established in 1995 by the Institute of Medicine. The Roundtable consists of experts formally appointed through procedures of the National Research Council (NRC) who represent both public and private-sector perspectives and appropriate areas of substantive expertise (not organizations). From the public sector, heads of appropriate Federal agencies serve. It offers a unique, nonadversarial environment to explore ongoing rapid changes in the medical marketplace and the implications of these changes for the quality of health and health care in this nation. The Roundtable has a liaison panel focused on quality of care in managed care organizations. The Roundtable convenes nationally prominent representatives of the private and public sector (regional, state and federal), academia, patients, and the health media to analyze unfolding issues concerning quality, to hold workshops and commission papers on significant topics, and when appropriate, to produce periodic statements for the nation on quality of care matters. By providing a structured opportunity for regular communication and interaction, the Roundtable fosters candid discussion among individuals who represent various sides of a given issue.

Quality Measures in Data Mining
Quality Measures in Data Mining

Author: Fabrice Guillet

Publisher: Springer Science & Business Media

Published: 2007-01-08

Total Pages: 319

ISBN-13: 3540449116

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This book presents recent advances in quality measures in data mining.

Patient-Reported Outcomes in Performance Measurement
Patient-Reported Outcomes in Performance Measurement

Author: David Cella

Publisher: RTI Press

Published: 2015-09-17

Total Pages: 97

ISBN-13: 193483114X

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Patient-reported outcomes (PROs) are measures of how patients feel or what they are able to do in the context of their health status; PROs are reports, usually on questionnaires, about a patient's health conditions, health behaviors, or experiences with health care that individuals report directly, without modification of responses by clinicians or others; thus, they directly reflect the voice of the patient. PROs cover domains such as physical health, mental and emotional health, functioning, symptoms and symptom burden, and health behaviors. They are relevant for many activities: helping patients and their clinicians make informed decisions about health care, monitoring the progress of care, setting policies for coverage and reimbursement of health services, improving the quality of health care services, and tracking or reporting on the performance of health care delivery organizations. We address the major methodological issues related to choosing, administering, and using PROs for these purposes, particularly in clinical practice settings. We include a framework for best practices in selecting PROs, focusing on choosing appropriate methods and modes for administering PRO measures to accommodate patients with diverse linguistic, cultural, educational, and functional skills, understanding measures developed through both classic and modern test theory, and addressing complex issues relating to scoring and analyzing PRO data.

How to Measure the Quality of Judicial Reasoning
How to Measure the Quality of Judicial Reasoning

Author: Mátyás Bencze

Publisher: Springer

Published: 2018-08-30

Total Pages: 270

ISBN-13: 3319973169

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This edited volume examines the very essence of the function of judges, building upon developments in the quality of justice research throughout Europe. Distinguished authors address a gap in the literature by considering the standards that individual judgments should meet, presenting both academic and practical perspectives. Readers are invited to consider such questions as: What is expected from judicial reasoning? Is there a general concept of good quality with regard to judicial reasoning? Are there any attempts being made to measure the quality of judicial reasoning? The focus here is on judges meeting the highest standards possible in adjudication and how they may be held to account for the way they reason. The contributions examine theoretical questions surrounding the measurement of the quality of judicial reasoning, practices and legal systems across Europe, and judicial reasoning in various international courts. Six legal systems in Europe are featured: England and Wales, Finland, Italy, the Czech Republic, France and Hungary as well as three non-domestic levels of court jurisdictions, including the Court of Justice of the European Union (CJEU). The depth and breadth of subject matter presented in this volume ensure its relevance for many years to come. All those with an interest in benchmarking the quality of judicial reasoning, including judges themselves, academics, students and legal practitioners, can find something of value in this book.

The Agile Self-assessment Game
The Agile Self-assessment Game

Author: Ben Linders

Publisher: Ben Linders Publishing

Published: 2019-01-16

Total Pages: 108

ISBN-13: 9492119153

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The Agile Self-Assessment Game is used by teams and organizations to self-assess their agility. Playing the game enables teams to reflect on their own team interworking, discover how agile they are and decide what they can do to increase their agility to deliver more value to their customers and stakeholders. This is the first book specifically about Agile Self-assessments. In this book, Ben Linders explains what self-assessments are and why you would do them, and explores how to do them using the Agile Self-assessment Game. He's also sharing experience stories from people who played the game. This book is based on his experience as a developer, tester, team leader, project manager, quality manager, process manager, consultant, coach, trainer, and adviser in Agile, Lean, Quality and Continuous Improvement. It takes a deep dive into self-assessments, viewing them from different perspectives and provides ideas, suggestions, practices, and experiences that will help you to do effective agile self-assessments with your teams. The book is aimed at Scrum masters, agile coaches, consultants leading agile transformations, developers and testers, project managers, line managers, and CxOs; basically for anyone who is looking for an effective way to help their agile teams improve and to increase the agility of their organization. With plenty of ideas, suggestions, and practical cases on Agile Self-assessments, this book will help you to apply assessments and help teams to improve. Note: The agile coaching cards needed to play the games described in the book can be downloaded for a nominal fee at benlinders.com/downloads.