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Data Management Fundamentals Questions 71–75 (page: 16)

Updated On: 10-Feb-2026

Which DMBoK knowledge area is most likely responsible for a high percentage of returned mail?

  1. Data Integration and Interoperability
  2. Metadata Management
  3. Reference and Master Data
  4. Data Warehousing and Business Intelligence
  5. Data Quality

Answer(s): C



When a data quality team has more issues than they can manage, they should look to:

  1. Initiate data quality improvement cycles, focusing on achieving incremental improvements
  2. Hire more people
  3. Establish a program of quick wins targeting easy fixes over a short time period
  4. Delete any issue that is greater than 6 months old
  5. Implement data validation rules on data entry systems

Answer(s): A



A complexity in documenting data lineage is:

  1. Identifying source databases
  2. Conflicting application requirements from data owners
  3. Different data element names and formats
  4. Choosing which content management software to use
  5. Establishing data quality metrics

Answer(s): C



The Family Name of a Person is recorded in a system. The column name is Pname.

Pname is an example of:

  1. Metadata
  2. Data
  3. Megadata
  4. Normalised data
  5. Poor table design

Answer(s): A



A data lineage tool enables a user to:

  1. Visualize how the data gets to the data lake
  2. Track the historical changes to a data value
  3. Line up the data to support sophisticated glossary management
  4. Enables rapid development of dashboard reporting
  5. Track the data from source system to a target database; understanding its transformations

Answer(s): E



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