Measuring Data Quality for Ongoing Improvement Book [PDF] Download

Download the fantastic book titled Measuring Data Quality for Ongoing Improvement written by Laura Sebastian-Coleman, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Measuring Data Quality for Ongoing Improvement", which was released on 31 December 2012. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.

Summary of Measuring Data Quality for Ongoing Improvement by Laura Sebastian-Coleman PDF

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


Detail About Measuring Data Quality for Ongoing Improvement PDF

  • Author : Laura Sebastian-Coleman
  • Publisher : Newnes
  • Genre : Computers
  • Total Pages : 404 pages
  • ISBN : 0123977541
  • PDF File Size : 8,8 Mb
  • Language : English
  • Rating : 5/5 from 1 reviews

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Measuring Data Quality for Ongoing Improvement

Measuring Data Quality for Ongoing Improvement
  • Publisher : Newnes
  • File Size : 36,6 Mb
  • Release Date : 31 December 2012
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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

The Practitioner's Guide to Data Quality Improvement

The Practitioner's Guide to Data Quality Improvement
  • Publisher : Elsevier
  • File Size : 44,5 Mb
  • Release Date : 22 November 2010
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The Practitioner's Guide to Data Quality Improvement offers a comprehensive look at data quality for business and IT, encompassing people, process, and technology. It shares the fundamentals for understanding the

Meeting the Challenges of Data Quality Management

Meeting the Challenges of Data Quality Management
  • Publisher : Academic Press
  • File Size : 55,9 Mb
  • Release Date : 25 January 2022
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Meeting the Challenges of Data Quality Management outlines the foundational concepts of data quality management and its challenges. The book enables data management professionals to help their organizations get more

Data Quality

Data Quality
  • Publisher : Elsevier
  • File Size : 32,6 Mb
  • Release Date : 09 January 2003
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Data Quality: The Accuracy Dimension is about assessing the quality of corporate data and improving its accuracy using the data profiling method. Corporate data is increasingly important as companies continue

Measuring Quality Improvement in Healthcare

Measuring Quality Improvement in Healthcare
  • Publisher : Quality Press
  • File Size : 25,8 Mb
  • Release Date : 25 September 2001
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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

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Data Governance
  • Publisher : Academic Press
  • File Size : 32,5 Mb
  • Release Date : 08 November 2019
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Managing data continues to grow as a necessity for modern organizations. There are seemingly infinite opportunities for organic growth, reduction of costs, and creation of new products and services. It

Executing Data Quality Projects

Executing Data Quality Projects
  • Publisher : Academic Press
  • File Size : 43,6 Mb
  • Release Date : 27 May 2021
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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 Assessment

Data Quality Assessment
  • Publisher : Unknown Publisher
  • File Size : 31,7 Mb
  • Release Date : 16 June 2024
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Imagine a group of prehistoric hunters armed with stone-tipped spears. Their primitive weapons made hunting large animals, such as mammoths, dangerous work. Over time, however, a new breed of hunters

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  • Publisher : Addison-Wesley Professional
  • File Size : 20,9 Mb
  • Release Date : 15 July 1999
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"While it is usually helpful to launch improvement programs, many such programs soon get bogged down in detail. They either address the wrong problems, or they keep beating on the

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  • Publisher : Quality Press
  • File Size : 26,8 Mb
  • Release Date : 18 March 2019
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“This is not the kind of book that you’ll read one time and be done with. So scan it quickly the first time through to get an idea of