DAMA-DMBOK Guide

Data Management Overview 17 2.1 Introduction 17 2.2 Mission and Goals 18 2.3 Guiding Principles 19 2.4 Functions and Activities 19 2.4.1 Data Management Activities 21 2.4.2 Activity Groups 24 2.5 Context Diagram Overview 27 2.5.1 Suppliers 27 2.5.2 Inputs 28 2.5.3 Participants 28 2.5.4 Tools 28 2.5.5 Primary Deliverables 28 2.5.6 Consumers 28 2.5.7 Metrics 28 2.6 Roles 29 2.6.1 Types of Organizations 29 2.6.2 Types of Individual Roles 30 2.7 Technology 30 2.7.1 Software Product Classes 31 2.7 Technology 31 2.7.1 Software Product Classes 31 2.7.2 Specialized Hardware 35 2.8 Recommended Reading 35 3 Data Governance 37 3.1 Introduction 37 3.2 Concepts and Activities 37 3.2.1 Data Governance 38 3.2.2 Data Stewardship 39 3.2.3 Data Governance and Stewardship Organizations 41 3.2.4 Data Management Services Organizations 43 3.2.5 The Data Management Executive 44 3.2.6 The Data Governance Office 44 3.3 Data Governance Activities 45 3.3.1 Data Strategy 45 3.3.2 Data Policies 47 3.3.3 Data Architecture 48 3.3.4 Data Standards and Procedures 48 3.3.5 Regulatory Compliance 49 3.3.6 Issue Management 50 3.3.7 Data Management Projects 52 3.3.8 Data Management Services 53 3.3.9 Data Asset Valuation 53 3.3.10 Communication and Promotion 54 3.3.11 Related Governance Frameworks 55 3.4 Summary 56 3.4.1 Guiding Principles 56 3.4.2 Process Summary 57 3.4.3 Organizational and Cultural Issues 59 3.5 Recommended Reading 61 3.5.1 Websites 61 3.5.2 Prominent Books 61 3.5.3 Regulatory and Compliance Books 62 3.5.4 General Books 62 4 Data Architecture Management 63 4.1 Introduction 63 4.2 Concepts and Activities 64 4.2.1 Architecture Overview 65 4.2.2 Activities 72 4.3 Summary 80 4.3.1 Guiding Principles 81 4.3.2 Process Summary 82 4.3.3 Organizational and Cultural Issues 84 4.4 Recommended Reading 85 4.4.1 Books 85 4.4.2 Articles and Websites 86 5 Data Development 87 5.1 Introduction 87 5.2 Concepts and Activities 87 5.2.1 System Development Lifecycle (SDLC) 87