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CDMP DMF Exam (page: 5)
CDMP Data Management Fundamentals
Updated on: 12-Feb-2026

Viewing Page 5 of 38
DMF PDF 295 Questions

The creation of overly complex enterprise integration over time is often a symptom of:

  1. Multiple data owners
  2. Multiple integration technologies
  3. Multiple data warehouses
  4. Multiple metadata tags
  5. Multiple application coding languages

Answer(s): B



A 'Content Distribution Network' supporting a multi-national website is likely to use:

  1. A database backup and restore solution
  2. An extract transform and load solution
  3. A records disposal solution
  4. A replication solution
  5. An archiving solution

Answer(s): D



First Normal Form:

  1. Ensures that each attribute has a balanced proportion of neutrons and protons
  2. Ensures that each entity has no hidden primary keys
  3. Ensures that the Party Role structure is correctly represented
  4. Ensures that each attribute is atomic without repeating groups
  5. Ensures that each attribute has a definition that makes sense

Answer(s): D



In data modelling practice, entities are linked by:

  1. Triggers
  2. Cardinality
  3. Processes
  4. Indexes
  5. Relationships

Answer(s): E



Data Models are critical to effective management of data, because they:

  1. Control the list of values in dropdown lists in applications
  2. Strategically prepare organisations to quickly evolve their products and services
  3. Define the rules and approval mechanisms to make changes to the data structures
  4. Determine which style of data schema is used in a data warehouse
  5. Provide a common vocabulary around data

Answer(s): E



The goal of data modelling, documenting different perspectives and aligning them in a single data model, achieves:

  1. Applications that are deployed by simple version upgrades
  2. Application projects that are less complicated due to a variant data model
  3. Application performance that is guaranteed
  4. Applications that meet the custom needs of specific business areas
  5. Applications that more closely align to current and future business requirements

Answer(s): E



Significant operational issues have been caused by the implementation of a data model that represents a Customer Agreement as a ternary relationship between the Enterprise, a Customer, and their Contact Person.
Which of the following describes the likely operational issue?

  1. Every time the customer changes addresses the address for the contact person must change as well
  2. In the event of a merger between enterprises, the contact person addresses need to be updated
  3. Every time the contact person changes, the customer agreement needs to be re-established
  4. Response time for retrieving the Customer Agreement degrades rapidly due to the lack of indexing
  5. Every time the Customer Agreement was renewed, a new Contact Person record was required

Answer(s): C



A project scope includes the collection, exchange and reporting of data from multiple systems. Conceptual, logical and physical data models are maintained. How many models of each type can be expected?

  1. More logical data models than physical data models, and more logical data models than conceptual data models
  2. The same number of each of the model types
  3. More conceptual data models than logical data models, and more logical data models than physical data models
  4. Only 1 conceptual data model, 1 logical data model and 1 physical data model
  5. More physical data models than logical data models, and more logical data models than conceptual data models

Answer(s): E



Viewing Page 5 of 38



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