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Data Management Fundamentals Questions 61–65 (page: 14)

Updated On: 10-Feb-2026

In a data warehouse, where the classification lists for organisation type are inconsistent in different source systems, there is an indication that there is a lack of focus on:

  1. Master Data
  2. Reference data
  3. Data Storage
  4. Data Modelling
  5. Metadata Management

Answer(s): B



The uncontrolled duplication of dimensions in a Kimball data warehouse is best controlled by:

  1. Establishing approval processes after user testing and before implementation
  2. Replacing the data modelling team
  3. Adapting the data architecture techniques supporting an Inmon style
  4. Increased reference data management in source systems
  5. Establishing approval processes during requirements and design

Answer(s): E



A database uses foreign keys from code tables for column values. This is a way of implementing:

  1. Temporal data
  2. Event data
  3. Star schema data
  4. Master data
  5. Reference data

Answer(s): E



An application uses a single service account for all database access. One of the risks of this approach is:

  1. The ability to trace who made changes to the data
  2. It constrains the application from running parallel processes
  3. The data becomes out of order
  4. The application freezes more often
  5. The database runs out of threads

Answer(s): A



Data that is used infrequently or not at all may be moved to an alternative data store.

This is called:

  1. Replication
  2. Authentication
  3. Analysis
  4. Auditing
  5. Archiving

Answer(s): E



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