Executing data quality projects: ten steps to quality data and trusted information
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Burlington, Mass.
Morgan Kaufmann
2008
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | XVIII, 325 S. graph. Darst. |
| ISBN: | 9780123743695 |
Internformat
MARC
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| 020 | |a 9780123743695 |9 978-0-12-374369-5 | ||
| 024 | 3 | |a 9780123743695 | |
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| 100 | 1 | |a McGilvray, Danette |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Executing data quality projects |b ten steps to quality data and trusted information |c Danette McGilvray |
| 264 | 1 | |a Burlington, Mass. |b Morgan Kaufmann |c 2008 | |
| 300 | |a XVIII, 325 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Includes bibliographical references and index | ||
| 650 | 0 | 7 | |a Unternehmen |0 (DE-588)4061963-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Informationsqualität |0 (DE-588)4793947-3 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Unternehmen |0 (DE-588)4061963-1 |D s |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-020682253 | ||
Datensatz im Suchindex
| _version_ | 1804143434322149376 |
|---|---|
| adam_text | Contents
ACKNOWLEDGMENTS
INTRODUCTION
The Reason for This Book
Intended Audiences
Structure of This Book
How to Use This Book
CHAPTER
1
Overview
The Impact of Information and Data Quality
About the Methodology: Concepts and Steps
Approaches to Data Quality in Projects
Engaging Management
CHAPTER
2
Key Concepts
Introduction
The Framework lor Information Quality
The Inlormation Life Cycle
Data Quality Dimensions
Business Impact Techniques
Data Categories
Data Specifications
Data Governance and Data Stewardship
The Inlormation and Data Quality Improvement Cycle
The Ten Steps Process
Best Practices and Guidelines
CHAPTER
3
The Ten Steps Process
Introduction
Step
1
Define Business Need and Approach
Introduction
Step
1.1
Prioritize the Business Issue
Step
1.2
Plan the Project
Step
2
Analyze Information Environment
Introduction
Step
2.1
Understand Relevant Requirements
Step
2.2
Linderstand
Relevant Data and Specifications
Step
2.3
Understand Relevant Technology
Step
2.4
Understand Relevant Processes
Step
2.5
Understand Relevant People/Organizations
Step
2.6
Define the Information Life Cycle
Step
2.7
Design Data Capture and Assessment Plan
xi
xiii
xiii
xiv
XV
xvii
2
4
6
9
12
14
16
16
23
■> >
45
52
54
62
64
66
66
69
72
76
76
82
84
90
93
98
102
1.05
VIU
Step
3
Assess Data Quality
Introduction
Step
3.1
Data Specifications
Step
3.2
Data Integrity Fundamentals
Step
3.3
Duplication
Step
3.4
Accuracy
Step
3.5
Consistency and Synchronization
Step
3.6
Timeliness and Availability
Step
3.7
Ease of Use and Maintainability
Step
3.8
Data Coverage
Step
3.9
Presentation Quality
Step
3.10
Perception, Relevance, and Trust
Step
3.11
Data Decay
Step
3.12
Transactability
Step
4
Assess Business Impact
Introduction
Step
4.1
Anecdotes
Step
4.2
Usage
Step
4.3
Five Whys for Business Impact
Step
4.4
Benefit versus Cost Matrix
Step
4.5
Ranking and Prioritization
Step
4.6
Process Impact
Step
4.7
Cost of Low-Quality Data
Step
4.8
Cost-Benefit Analysis
Step
5
Identify Root Causes
Introduction
Step
5.1
Five Whys for Root Cause
Step
5.2
Track and Trace
Step
5.3
Cause-and-Effect/Fishbone Diagram
Step
6
Develop Improvement Plans
Step
7
Prevent Future Data Errors
Step
8
Correct Current Data Errors
Step
9
Implement Controls
Step
10
Communicate Actions and Results
The Ten
í
steps Process Summary
CHAPTER
4
Structuring Your Project
Projects and The Ten Steps
Data Quality Project Roles
Project Timing
CHAPTER
5
Other Techniques and Tools
introduction
Information Life Cycle Approaches
Capture Data
Analyze and Document Results
108
108
114
118
128
134
140
143
147
149
151
155
159
161
163
163
167
173
175
177
181
186
189
195
198
198
201
203
204
208
213
218
222
227
233
238
240
252
253
256
258
258
263
263
Contents
CHAPTER
6
APPENDIX
GLOSSARY
Metrics
Data Quality Tools
The Ten Steps and Six Sigma
A Few Final Words
Quick References
The Framework for Information Quality
The POSMAD Interaction Matrix in Detail
POSMAD Phases and Activities
Data Quality Dimensions
Business Impact Techniques
Overview of The Ten Steps Process
Definitions of Data Categories
BIBLIOGRAPHY
LIST OF FIGURES, TABLES, AND TEMPLATES
INDEX
ABOUT THE
Al THOR
269
271
277
278
282
284
286
288
289
290
291
293
295
303
307
311
334
|
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| dewey-search | 658.4/04 |
| dewey-sort | 3658.4 14 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Informatik Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV036765300 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T22:47:36Z |
| institution | BVB |
| isbn | 9780123743695 |
| language | English |
| lccn | 2008013824 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-020682253 |
| oclc_num | 612057979 |
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| owner | DE-M347 DE-355 DE-BY-UBR |
| owner_facet | DE-M347 DE-355 DE-BY-UBR |
| physical | XVIII, 325 S. graph. Darst. |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | Morgan Kaufmann |
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| spelling | McGilvray, Danette Verfasser aut Executing data quality projects ten steps to quality data and trusted information Danette McGilvray Burlington, Mass. Morgan Kaufmann 2008 XVIII, 325 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Unternehmen (DE-588)4061963-1 gnd rswk-swf Informationsqualität (DE-588)4793947-3 gnd rswk-swf Unternehmen (DE-588)4061963-1 s Informationsqualität (DE-588)4793947-3 s DE-604 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020682253&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | McGilvray, Danette Executing data quality projects ten steps to quality data and trusted information Unternehmen (DE-588)4061963-1 gnd Informationsqualität (DE-588)4793947-3 gnd |
| subject_GND | (DE-588)4061963-1 (DE-588)4793947-3 |
| title | Executing data quality projects ten steps to quality data and trusted information |
| title_auth | Executing data quality projects ten steps to quality data and trusted information |
| title_exact_search | Executing data quality projects ten steps to quality data and trusted information |
| title_full | Executing data quality projects ten steps to quality data and trusted information Danette McGilvray |
| title_fullStr | Executing data quality projects ten steps to quality data and trusted information Danette McGilvray |
| title_full_unstemmed | Executing data quality projects ten steps to quality data and trusted information Danette McGilvray |
| title_short | Executing data quality projects |
| title_sort | executing data quality projects ten steps to quality data and trusted information |
| title_sub | ten steps to quality data and trusted information |
| topic | Unternehmen (DE-588)4061963-1 gnd Informationsqualität (DE-588)4793947-3 gnd |
| topic_facet | Unternehmen Informationsqualität |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020682253&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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