Measuring Data Quality for Ongoing Improvement

Written By Laura Sebastian-Coleman
Measuring Data Quality for Ongoing Improvement
  • Publsiher : Newnes
  • Release : 31 December 2012
  • ISBN : 0123977541
  • Pages : 376 pages
  • Rating : 5/5 from 1 reviews
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Download or read book entitled Measuring Data Quality for Ongoing Improvement by author: Laura Sebastian-Coleman which was release on 31 December 2012 and published by Newnes with total page 376 pages . This book available in PDF, EPUB and Kindle Format. 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

Measuring Data Quality for Ongoing Improvement

Measuring Data Quality for Ongoing Improvement
  • Author : Laura Sebastian-Coleman
  • Publisher : Newnes
  • Release Date : 2012-12-31
  • Total pages : 376
  • ISBN : 0123977541
GET BOOK

Summary : 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, ...

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  • Author : Danette McGilvray
  • Publisher : Academic Press
  • Release Date : 2021-05-27
  • Total pages : 376
  • ISBN : 0123977541
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Summary : Executing Data Quality Projects, Second Edition presents a structured yet flexible approach for creating, improving, sustaining and managing the quality of data and information within any organization. Studies show that data quality problems are costing businesses billions of dollars each year, with poor data linked to waste and inefficiency, damaged ...

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  • Author : Laura Sebastian-Coleman
  • Publisher : Technics Publications
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  • Total pages : 208
  • ISBN : 0123977541
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  • Author : Anonim
  • Publisher : Unknown
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Summary : Read online Journal of Database Management written by , published by which was released on 2003. Download full Journal of Database Management Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996-06
  • Total pages : 212
  • ISBN : 0123977541
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Summary : Read online The Joint Commission Journal on Quality Improvement written by , published by which was released on 1996-06. Download full The Joint Commission Journal on Quality Improvement Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1998
  • Total pages : 212
  • ISBN : 0123977541
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Summary : Read online The Proceedings of the Annual Health Care Information Management Systems Conference written by , published by which was released on 1998. Download full The Proceedings of the Annual Health Care Information Management Systems Conference Books now! Available in PDF, ePub and Kindle....

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Summary : Read online Sac 1998 Standards for Ambulatory Care written by , published by which was released on 1998-06. Download full Sac 1998 Standards for Ambulatory Care Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
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  • ISBN : 0123977541
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Summary : Read online Resources in Education written by , published by which was released on 1996. Download full Resources in Education Books now! Available in PDF, ePub and Kindle....

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  • Author : American Statistical Association. Survey Research Methods Section
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 212
  • ISBN : 0123977541
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Summary : Read online Proceedings of the Section on Survey Research Methods written by American Statistical Association. Survey Research Methods Section, published by which was released on 1994. Download full Proceedings of the Section on Survey Research Methods Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
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Summary : Read online Caring written by , published by which was released on 1998. Download full Caring Books now! Available in PDF, ePub and Kindle....

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  • Author : Lance Hayden
  • Publisher : McGraw Hill Professional
  • Release Date : 2010-08-22
  • Total pages : 396
  • ISBN : 0123977541
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Summary : Implement an Effective Security Metrics Project or Program IT Security Metrics provides a comprehensive approach to measuring risks, threats, operational activities, and the effectiveness of data protection in your organization. The book explains how to choose and design effective measurement strategies and addresses the data requirements of those strategies. The ...

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  • Author : Justin St-Maurice
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 249
  • ISBN : 0123977541
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Summary : In an era where governments around the world invest heavily in data collection and data management, poor-quality data is expensive and has many direct and indirect costs. While there are different types of data quality challenges, some of the more complex data quality problems depend on the design and production ...

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  • Author : Anonim
  • Publisher : Unknown
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  • ISBN : 0123977541
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Summary : Read online Optimum written by , published by which was released on 1999. Download full Optimum Books now! Available in PDF, ePub and Kindle....

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  • Author : Ellen Eliason Kisker
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 243
  • ISBN : 0123977541
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Summary : Read online Resources for Measuring Services and Outcomes in Head Start Programs Serving Infants and Toddlers written by Ellen Eliason Kisker, published by which was released on 2006. Download full Resources for Measuring Services and Outcomes in Head Start Programs Serving Infants and Toddlers Books now! Available in PDF, ePub and ...

Resources for measuring services and outcomes in Head Start programs serving infants and toddlers

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  • Author : United States. Department of Health and Human Services,Ellen Eliason Kisker
  • Publisher : Unknown
  • Release Date : 2006
  • Total pages : 243
  • ISBN : 0123977541
GET BOOK

Summary : Read online Resources for measuring services and outcomes in Head Start programs serving infants and toddlers written by United States. Department of Health and Human Services,Ellen Eliason Kisker, published by which was released on 2006. Download full Resources for measuring services and outcomes in Head Start programs serving infants and ...