Comparing Data Quality Strategies

Comparing the Data Quality Strategies


Figure 2. Comparing data quality strategies.



Table 1. Rating the data quality strategies.

Data Quality Strategy Financial Risks Complexity Risks Cultural Risks Assessment
Agile architecture envisioning
Agile data modeling
Agile enterprise architecture
Agile master data management
Continuous database integration
Database refactoring
Database regression testing
Enterprise data modeling (EDM)
Extract transform load (ETL)
Lean data governance
Logical data modeling (LDM)
Master data management (MDM)
Model reviews
Non-solo development
Physical data modeling (PDM)
Traditional architecture modeling
Traditional data governance
Traditional enterprise architecture

Related Resources

Recommended Reading

Choose Your WoW! 2nd Edition
This book, Choose Your WoW! A Disciplined Agile Approach to Optimizing Your Way of Working (WoW) – Second Edition, is an indispensable guide for agile coaches and practitioners. It overviews key aspects of the Disciplined Agile® (DA™) tool kit. Hundreds of organizations around the world have already benefited from DA, which is the only comprehensive tool kit available for guidance on building high-performance agile teams and optimizing your WoW. As a hybrid of the leading agile, lean, and traditional approaches, DA provides hundreds of strategies to help you make better decisions within your agile teams, balancing self-organization with the realities and constraints of your unique enterprise context.


I also maintain an agile database books page which overviews many books you will find interesting.