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DAMA-DMBOK
DATA MANAGEMENT BODY OF KNOWLEDGE
SECOND EDITION
DAMA International
BASKING RIDGE, NEW JERSEY
Technics Publications
Dedicated to the memory of
Patricia Cupoli, MLS, MBA, CCP, CDMP
(May 25, 1948 – July 28, 2015)
for her lifelong commitment to the Data Management profession
and her contributions to this publication.
Published by:
2 Lindsley Road
Basking Ridge, NJ 07920 USA
https://www.TechnicsPub.com
Senior Editor:
Editor:
Production Editor:
Bibliography Researcher:
Collaboration Tool Manager:
Cover design by Lorena Molinari
All rights reserved. No part of this book may be reproduced or transmitted in any form or by any means, electronic
or mechanical, including photocopying, recording or by any information storage and retrieval system, without
written permission from the publisher, except for the inclusion of brief quotations in a review.
The author and publisher have taken care in the preparation of this book, but make no expressed or implied
warranty of any kind and assume no responsibility for errors or omissions. No liability is assumed for incidental or
consequential damages in connection with or arising out of the use of the information or programs contained herein.
All trade and product names are trademarks, registered trademarks or service marks of their respective companies
and are the property of their respective holders and should be treated as such.
Second Edition
First Printing 2017
Copyright © 2017 DAMA International
ISBN, Print ed.
ISBN, PDF ed.
ISBN, Server ed.
ISBN, Enterprise ed.
Library of Congress Control Number:
9781634622349
9781634622363
9781634622486
9781634622479
2017941854
Deborah Henderson, CDMP
Susan Earley, CDMP
Laura Sebastian-Coleman, CDMP, IQCP
Elena Sykora, DGSP
Eva Smith, CDMP
Preface
_________________________________________________________ 15
1. Introduction
____________________________________________________________ 17
2. Essential Concepts
_______________________________________________________ 18
3. Data Management Frameworks
____________________________________________ 33
4. DAMA and the DMBOK
___________________________________________________ 43
5. Works Cited / Recommended
______________________________________________ 46
1. Introduction
____________________________________________________________ 49
2. Business Drivers
________________________________________________________ 51
3. Essential Concepts
_______________________________________________________ 52
4. Works Cited / Recommended
______________________________________________ 65
1. Introduction
____________________________________________________________ 67
2. Activities
_______________________________________________________________ 79
2.1 Define Data Governance for the Organization
____________________________________ 79
2.2 Perform Readiness Assessment
_______________________________________________ 79
2.3 Perform Discovery and Business Alignment
_____________________________________ 80
2.4 Develop Organizational Touch Points
___________________________________________ 81
2.5 Develop Data Governance Strategy
_____________________________________________ 82
2.6 Define the DG Operating Framework
___________________________________________ 82
2.7 Develop Goals, Principles, and Policies
__________________________________________ 83
2.8 Underwrite Data Management Projects
_________________________________________ 84
2.9 Engage Change Management
__________________________________________________ 85
1
3.1 Ethical Principles for Data
____________________________________________________ 52
3.2 Principles Behind Data Privacy Law
____________________________________________ 53
3.3 Online Data in an Ethical Context
______________________________________________ 56
3.4 Risks of Unethical Data Handling Practices
______________________________________ 56
3.5 Establishing an Ethical Data Culture
____________________________________________ 60
3.6 Data Ethics and Governance
__________________________________________________ 64
3.1 Strategic Alignment Model
____________________________________________________ 33
3.2 The Amsterdam Information Model
____________________________________________ 34
3.3 The DAMA-DMBOK Framework
_______________________________________________ 35
3.4 DMBOK Pyramid (Aiken)
_____________________________________________________ 39
3.5 DAMA Data Management Framework Evolved
___________________________________ 40
2.1 Data
______________________________________________________________________ 18
2.2 Data and Information
________________________________________________________ 20
2.3 Data as an Organizational Asset
_______________________________________________ 20
2.4 Data Management Principles
__________________________________________________ 21
2.5 Data Management Challenges
_________________________________________________ 23
2.6 Data Management Strategy
___________________________________________________ 31
Contents
Chapter 1: Data Management
_______________________________________ 17
Chapter 2: Data Handling Ethics
____________________________________ 49
Chapter 3: Data Governance
________________________________________ 67
1.1 Business Drivers
____________________________________________________________ 70
1.2 Goals and Principles
_________________________________________________________ 71
1.3 Essential Concepts
__________________________________________________________ 72

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