Data Quality: The Field Guide

Overview

Can any subject inspire less excitement than "data quality"? Yet a moment's thought reveals the ever-growing importance of quality data. From restated corporate earnings, to incorrect prices on the web, to the bombing of the Chinese Embassy, the media reports the impact of poor data quality on a daily basis. Every business operation creates or consumes huge quantities of data. If the data are wrong, time, money, and reputation are lost. In today's environment, every leader, every decision maker, every operational...
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Overview

Can any subject inspire less excitement than "data quality"? Yet a moment's thought reveals the ever-growing importance of quality data. From restated corporate earnings, to incorrect prices on the web, to the bombing of the Chinese Embassy, the media reports the impact of poor data quality on a daily basis. Every business operation creates or consumes huge quantities of data. If the data are wrong, time, money, and reputation are lost. In today's environment, every leader, every decision maker, every operational manager, every consumer, indeed everyone has a vested interest in data quality.

Data Quality: The Field Guide provides the practical guidance needed to start and advance a data quality program. It motivates interest in data quality, describes the most important data quality problems facing the typical organization, and outlines what an organization must do to improve. It consists of 36 short chapters in an easy-to-use field guide format. Each chapter describes a single issue and how to address it.

The book begins with sections that describe why leaders, whether CIOs, CFOs, or CEOs, should be concerned with data quality. It explains the pros and cons of approaches for addressing the issue. It explains what those organizations with the best data do. And it lays bare the social issues that prevent organizations from making headway. "Field tips" at the end of each chapter summarize the most important points.

Allows readers to go directly to the topic of interest
Provides web-based material so readers can cut and paste figures and tables into documents within their organizations
Gives step-by-step instructions for applying most techniques and summarizes what "works"

Audience: Those harmed by poor data, including Chief Financial Officers, marketers, those who provide customer service, decision-makers, and planners; IT Managers.

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Product Details

  • ISBN-13: 9781555582517
  • Publisher: Elsevier Science
  • Publication date: 12/1/2000
  • Pages: 256
  • Product dimensions: 0.55 (w) x 7.00 (h) x 10.00 (d)

Table of Contents

Preface; Author's Note; Who Cares About Quality Data?; Building The Business Case for Data Quality; The Heart of the Matter; Necessary Background; Blocking and Tackling; Middle Management Roles and Responsibilities; Why Senior Management Must Lead and What it Must Do; Data Quality in Context; Glossary; References
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  • Anonymous

    Posted Thu Mar 29 00:00:00 EST 2001

    Critical Reading For Any Information Manager

    Technology has exponentially increased the availability of data. Successful companies in the information age will have developed processes that best manage these large quantities of information. ¿Data Quality: The Field Guide¿ provides Information Managers with the tools to convert massive data sets into manageable and actionable information. The techniques outlined in this book will not only improve your bottom line costs for information, they will help you drive out intangible costs ie. the costs of bad decisions made from bad information.

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