DMF-1220 100% Guarantee Download DMF-1220 Exam PDF Q&A [Nov 08, 2025]
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NEW QUESTION # 35
Which Data Architecture artefact contains the names of key business entities, their relationships, critical guiding business rules and critical attributes?
- A. Enterprise Semantic Model
- B. Enterprise Business Glossary
- C. Enterprise Data Standards
- D. Enterprise Data Model
- E. Enterprise Data Flows
Answer: D
NEW QUESTION # 36
Over a decade an organisation has rationalised implementation of party concepts from 48 systems to 3. This is a result of good:
- A. System rationalization and metadata management
- B. Data architecture and data warehousing
- C. Data architecture and data governance
- D. Data operations and system rationalization
- E. Data quality and data governance
Answer: C
NEW QUESTION # 37
Security Risks include elements that can compromise a network and/or database.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 38
Please select the answers that correctly describes where the costs of poor quality data comes from.
- A. Scrap and rework
- B. Reputational costs
- C. Organizational conflict
- D. High productivity
- E. High job satisfaction
- F. Compliance costs
Answer: A,B,C,F
NEW QUESTION # 39
Decentralized informality can be made more formal through a documented series of connections and accountabilities via a RACI matrix.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 40
Effectiveness metrics for a data governance programme includes: achievement of goals and objectives; extend stewards are using the relevant tools; effectiveness of communication; and effectiveness of education.
- A. RRUE
- B. FALSE
Answer: A
NEW QUESTION # 41
Corporate Information Factory (CIF) components include:
- A. Reduction of risk
- B. Operational Reports
- C. Contributions to business objectives
- D. Staging Area
- E. Objectives
- F. Data marts
Answer: B,D,F
NEW QUESTION # 42
Oversight for the appropriate handling of data falls under both Data Governance and Legal Counsel. What are they NOT required to do?
- A. Data Governance is required to review plans and decisions proposed by Business Intelligence, Analytics, and Data Science studies
- B. Data Governance and Legal Counsel are required to reduce the risk of ethical impropriety by making sure employees know of their obligations
- C. Legal Counsel is required to audit their organizations on ethical compliance
- D. Data Governance and Legal Counsel are required to keep up-to-date on legal changes
- E. Data Governance must set standards and policies for and provide insight of data handling practices
Answer: C
NEW QUESTION # 43
A goal of data architecture is to identify data storage and processing requirements.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 44
An advantage of a centralized repository include: Quick metadata retrieval, since the repository and the query reside together.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 45
Confirming and documenting understanding of different perspectives facilitate:
- A. Knowledge retention/documentation
- B. Normalization
- C. Formalization
- D. Scope definition
Answer: A,C,D
NEW QUESTION # 46
Which artifact is the highest level of abstraction in the Enterprise Data Model?
- A. Conceptual Model
- B. Top-level Process Model
- C. Systems Portfolio Model
- D. Subject Area Model
- E. Data Ownership Model
Answer: A
Explanation:
The conceptual model is the highest level of abstraction in an enterprise data model, focusing on business entities and relationships without technical details. The DAMA-DMBOK states: "The conceptual data model is the highest level of abstraction, defining key business entities and their relationships to support enterprise- wide understanding" (DMBOK2, Chapter 5: Data Modeling and Design, p. 175).
Options A, B, C, and E are either not data models (e.g., B) or represent lower abstraction levels (e.g., C, subject area model, is a subset of the conceptual model).
Reference:DAMA-DMBOK2, Chapter 5: Data Modeling and Design, Section 3.1, p. 175.
NEW QUESTION # 47
Sample value metrics for a data governance program include:
- A. Contributions to business objectives
- B. Improved efficiency in operations
- C. Effectiveness of education
- D. Achievements of goals and objectives
- E. Effectiveness of communication
- F. Reduction of risk
Answer: A,B,F
NEW QUESTION # 48
Deliverables in the Metadata Management context diagram include:
- A. Metadata design
- B. Metadata Architecture
- C. Metadata Strategy
- D. Data storage and operations
- E. Metadata Standards
- F. Data Lineage
Answer: B,C,E,F
NEW QUESTION # 49
The goals of Metadata management include:
- A. Managing the performance of data transactions
- B. Managing performance of data assets
- C. Establish or enforce the use of technical Metadata standards to enable data exchange
- D. Managing the availability of data throughout the data lifecycle
- E. Provide standard ways to make metadata accessible to metadata consumers
- F. Ensure metadata quality, consistency, currency and security
Answer: C,E,F
NEW QUESTION # 50
The Data Model Scorecard provides 10 data model quality metrics
- A. FALSE
- B. TRUE
Answer: A
NEW QUESTION # 51
Where is the best place to find the following metadata: database table names, column names and indexes?
- A. Detailed business processes
- B. Security access authorisation
- C. Database catalogue
- D. Logical data model
- E. Enterprise data model
Answer: C
NEW QUESTION # 52
Data Integrity includes ideas associated with completeness, accuracy, and consistency.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 53
When assessing security risks it is required to evaluate each system for the following:
- A. The complexity of the data stored or in transit
- B. The current security protections in place
- C. All of the above
- D. None of the above
- E. The sensitivity of the data stored or in transit
- F. The requirements to protect the data
Answer: B,E,F
NEW QUESTION # 54
Data management professionals who understand formal change management will be more successful in bringing about changes that will help their organizations get more value from their dat a. To do so, it is important to understand:
- A. How people experience changes
- B. Data architecture
- C. The triggers for effective change
- D. Why change fails
- E. Data security
- F. The barriers to change
Answer: A,C,D,F
NEW QUESTION # 55
A data lineage tool enables a user to:
- A. Track the data from source system to a target database; understanding itstransformations
- B. Enables rapid development of dashboard reporting
- C. Visualize how the data gets to the data lake
- D. Line up the data to support sophisticated glossary management
- E. Track the historical changes to a data value
Answer: A
NEW QUESTION # 56
The most informal enterprise data model is the most detailed data architecture design document.
- A. FALSE
- B. TRUE
Answer: A
NEW QUESTION # 57
To understand and evaluate ethical use of data within the organization what principles should we base our decisions on?
- A. Generally Accepted Information Principles defined by GAAP
- B. Principles focused on ideas such as fairness, respect, responsibility, integrity, quality, reliability, transparency and trust
- C. Data Management principles that have been agreed by the organization
- D. Data Security and Privacy Principles
- E. There are several ethical theories that need to be understood and will provide the principles we have to apply: 1. Virtue-based ethics. 2. Deontological ethics. 3. Consequentialist ethics
Answer: B
NEW QUESTION # 58
Part of alignment includes developing organizational touchpoints for data governance work. Some examples of touchpoints include: Procurement and Contracts; Budget and Funding; Regulatory Compliance; and the SDLC framework.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 59
Three data governance operating models types include:
- A. Decentralized
- B. Replicated
- C. Feathered
- D. Federated
- E. Duplicated
- F. Centralized
Answer: B,D,F
NEW QUESTION # 60
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