Data governance how to design, deploy and sustain an effective data governance program
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 has become apparent that none of these opportunities can happen smoothly without data governance....
| Otros Autores: | |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
London, England :
Academic Press
[2020]
|
| Edición: | Second edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009835427106719 |
Tabla de Contenidos:
- Front Cover
- Data Governance: How to Design, Deploy, and Sustain an Effective Data Governance Program
- Copyright
- Dedication
- Contents
- Forewords
- Preface
- Acknowledgments
- Chapter 1 Prologue: An executive overview
- The situation
- Concepts
- Chapter 2 Introduction
- Introduction
- Chapter 3 Data literacy and concepts
- The importance of concepts
- Data is an asset
- Data governance and governance
- Data management
- Information management
- Enterprise information management
- Data architecture
- The governance "V
- Solutions
- Master data management
- Data quality
- Business intelligence
- Analytics and advanced analytics
- Artificial intelligence or machine learning
- Other terms
- Principles
- Policies
- Some final core concepts
- E for enterprise
- Business program
- Evolution vs revolution
- Information management maturity
- Things will change
- Summary
- Chapter 4 Overview: A day in the life of a data governance program and its capabilities
- What does it look like?
- The scope of data governance and data management
- Business model
- Content
- Development methods
- Federation
- Elements of data governance programs
- Process-The DG operating model
- Essential capabilities
- Work flow
- Principles
- Policies
- Metrics
- The people element-Roles and responsibilities
- Data
- Technology and tools
- The critical success factors for data governance
- Summary
- Chapter 5 The data governance business case
- The business case
- Objectives of the business case for data governance
- Components of the business case
- The big picture (vision)
- Program risks
- Business alignment
- Costs of data quality issues
- Costs of missed opportunities
- Data debt
- Obstacles, impacts, and changes
- Presentation of the case
- The process to build the business case.
- Fully understand business direction
- Identify possible opportunities
- Identify usage opportunities
- Define business benefits
- Confirm business benefits
- Quantify costs
- Prepare the business case documentation
- Approach considerations
- Summary
- Chapter 6 Overview of data governance development and deployment
- Types of approaches
- The data governance delivery framework
- Process overview
- Engagement
- Considerations
- Activity
- Strategy
- Considerations
- Activity
- Architecture and design
- Considerations
- Activity
- Implementation
- Considerations
- Activity
- Operation and changes
- Considerations
- Activity
- Summary
- Core success factors
- Essential questions
- Chapter 7 Engagement
- Overview
- Initiation
- Obtain program approval
- Approach considerations
- Ramifications and benefits
- Develop DG rollout team structure
- Approach considerations
- Ramification and benefits
- Tips for success
- Definition
- Define DG for your organization
- Approach considerations
- Ramification and benefits
- Sample output
- Identify business units (subject to DG)
- Approach considerations
- Ramification and benefits
- Identify business capabilities that need data governance (and don't have it)
- Approach considerations
- Ramification and benefits
- Scope
- Define scope and constraints with the initial plan for DG
- Approach considerations
- Ramification and benefits
- Sample output
- Tips for success
- Approve scope and constraints
- Approach considerations
- Ramification and benefits
- Sample output
- Tips for success
- Assessment
- Information maturity
- Approach considerations
- Business benefits and ramifications
- Sample output
- Tips for success
- Change capacity
- Approach considerations
- Tips for success
- Ramification and benefits
- Sample output
- Data environment.
- Approach considerations
- Ramification and benefits
- Sample output
- Vision and plan
- Identify obvious business benefits and metrics
- Business benefits and ramifications
- Approach considerations
- Sample output
- Tips for success
- Describe new capabilities
- Approach considerations
- Ramification and benefits
- Sample output
- Tips for success
- Draft preliminary DG requirements
- Business benefits and ramifications
- Approach considerations
- Sample output
- Tips for success
- Develop representations of future DG
- Business benefits and ramifications
- Approach considerations
- Sample output
- Tips for success
- Complete data governance start-up plan
- Business benefits and ramifications
- Approach considerations
- Sample output
- Tips for success
- Engagement case study-Rocky Health
- Rocky Health vision
- Rocky Regional Energy Coop case study introduction
- Engagement case study-Rocky Regional Energy Coop
- Summary
- Chapter 8 Strategy
- Overview
- Alignment
- Identify business needs
- Approach considerations
- Ramification and benefits
- Align data governance with business needs
- Ramifications and benefits
- Approach considerations
- Sample output
- Organization value
- Determine core data principles
- Approach considerations
- Ramification and benefits
- Sample output
- Tips for success
- Identify DG-enabled opportunities
- Approach considerations
- Ramification and benefits
- Sample output
- Develop business value of DG
- Approach considerations
- Ramification and benefits
- Sample output
- Summary
- Strategic requirements
- Review existing business cases
- Approach considerations
- Ramification and benefits
- Sample output
- Determine base line policy requirements
- Approach considerations
- Ramification and benefits
- Sample output
- Tips for success.
- Identify obvious capabilities
- Approach considerations
- Ramification and benefits
- Sample output
- Identify use cases to show value (as required)
- Approach considerations
- Ramification and benefits
- Sample output
- Strategy case study-Rocky Health
- Strategy case study-Rocky regional electric coop
- Summary
- Essential questions
- Chapter 9 Architecture and design
- Overview
- Capabilities
- Identify DG capabilities
- Approach considerations
- Ramification and benefits
- Sample output
- Align and prioritize capabilities with business needs
- Approach considerations
- Ramification and benefits
- Sample output
- Identify tools and technology supportive of DM and DG capabilities
- Types of tools
- Approach considerations
- Readiness for tools
- What should be tracked and managed?
- Business elements
- Ramification and benefits
- Operating frameworks
- Identify/refine DG processes
- Approach considerations
- Ramification and benefits
- Sample output
- Identify accountability and ownership
- Approach considerations
- Sample output
- Ramification and benefits
- Sample output
- Design DG operating framework
- Approach considerations
- Ramification and benefits
- Sample output
- Design minimum sustainable operating model
- Approach considerations
- Ramification and benefits
- Sample output
- Engagement and workflow
- Design required engagement models
- Approach considerations
- Ramification and benefits
- Sample output
- Complete roles and responsibility identifications
- Approach considerations
- Ramification and benefits
- Sample output
- Socialize operating framework, engagement models, and workflow
- Approach considerations
- Ramification and benefits
- Sample output
- Architecture and design case study-Rocky Health
- Architecture and design case study-Rocky regional electric coop.
- Summary
- Essential questions
- Chapter 10 Implementation
- Overview
- Roadmap
- Align DG with current efforts
- Approach considerations
- Ramification and benefits
- Sample output
- Assign DG to planned efforts
- Approach considerations
- Sample output
- Ramification and benefits
- Define DG deployment increments
- Approach considerations
- Ramification and benefits
- Sample output
- Develop short- and long-term deployment plans
- Approach considerations
- Ramification and benefits
- Sample output
- Sustaining plan
- Define sustaining requirements
- Approach considerations
- Ramification and benefits
- Sample output
- Define organization behavior targets
- Approach considerations
- Ramification and benefits
- Sample output
- Develop change management plan
- Approach considerations
- Ramification and benefits
- Sample output
- Metrics
- Define metrics for effectiveness
- Approach considerations
- Financial context
- Areas of data monetization
- Data debt
- Risk
- Metrics for meeting DG goals
- Ramification and benefits
- Define metrics for efficiency
- Approach considerations
- Total cost of ownership
- Ramification and benefits
- Define metric collection and reporting
- Approach considerations
- Ramification and benefits
- Implementation-Rocky Health
- Implementation-Rocky Regional Electric Coop
- Summary
- Essential questions
- Chapter 11 Operation and change
- Overview
- Deployment
- Develop DG roll-out plan
- Roll-out DG framework
- Implement operational activity
- Implement operational support activity
- Implement DG technology solutions
- Operation
- Manage DG interactions with projects
- Execute DG processes and activities
- Complete and publish charters, policies, and standards
- Monitor attendance and engagement
- Ensure technology is properly integrated into DG operation.
- Interact with data management activities.
