[Aug-2026] Updated DAMA DMF-1220 Dumps – PDF & Online Engine
DMF-1220.pdf - Questions Answers PDF Sample Questions Reliable
DAMA DMF-1220 certification exam is an excellent way for professionals to demonstrate their expertise in data management and enhance their career prospects. With the increasing importance of data in today's business world, this certification has become highly sought after and is recognized by organizations worldwide as a mark of excellence in the field of data management.
NEW QUESTION # 80
Adoption of a Data Governance program is most likely to succeed:
- A. With an incremental rollout strategy
- B. When dictated by senior executives
- C. When the CDO is a charismatic leader
- D. When the entire enterprise is partaking at once
- E. In 1 or 2 months with a large consulting team
Answer: A
NEW QUESTION # 81
A Business Glossary forces a business to adopt a single definition of a business term.
- A. FALSE
- B. TRUE
Answer: A
NEW QUESTION # 82
Please select the correct name for the LDM abbreviation
- A. Lifecycle Dimensional Model
- B. Logical Data Model
- C. Logical Dimensional Model
- D. Lifecycle Data Model
Answer: B
NEW QUESTION # 83
Disciplines within the enterprise architecture practice does not include:
- A. Technology architecture
- B. Information architectureService Architecture
- C. Application architecture
- D. Business architecture
Answer: B
NEW QUESTION # 84
Data governance and IT governance are the same thing.
- A. FALSE
- B. TRUE
Answer: A
NEW QUESTION # 85
Enterprise data architecture project-related activities include:
- A. All of the above
- B. Define maturity assessment
- C. Design
- D. Implement
- E. Define scope
- F. None of the above
Answer: C,D,E
NEW QUESTION # 86
In data modelling practice, entities are linked by:
- A. Indexes
- B. Triggers
- C. Relationships
- D. Cardinality
- E. Processes
Answer: C
NEW QUESTION # 87
Integration of ETL data flows will usually be developed within tools specialised to manage those flows in a proprietary way.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 88
When assessing security risks it is required to evaluate each system for the following:
- A. The current security protections in place
- B. The complexity of the data stored or in transit
- C. All of the above
- D. The sensitivity of the data stored or in transit
- E. The requirements to protect the data
- F. None of the above
Answer: A,D,E
NEW QUESTION # 89
Effective data management involves a set of complex, interrelated processes that enable an organisation to use its data to achieve strategic goals.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 90
Considerations for whether to integrate two data stores should include all except the:
- A. Maintaining of master data trust across the two data stores
- B. Complexity of data operations
- C. Capability of the systems to support the data natively
- D. Ability to govern the data across both systems
- E. Privacy and access consideration for the data
Answer: B
NEW QUESTION # 91
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 # 92
The library of Alexandria was one of the largest collection of books in the ancient world. Which DMBoK knowledge area is most aligned with managing the collection?
- A. Data Integration and Interoperability
- B. Document and Content Management
- C. Reference and Master Data
- D. Data Security
- E. Data Govemance
Answer: B
NEW QUESTION # 93
Integrating data security with document and content management knowledge areas.
guides the implementation of:
- A. Straight-through processing for NoSQL queries
- B. Appropriate access and authorization to unstructured data
- C. Appropriate privacy controls on data marts
- D. Appropriate access and authorization to structured data
- E. Fitness for purpose metrics for unstructured data
Answer: B
NEW QUESTION # 94
A project scope requires the collection, exchange, and reporting of data from multiple in-house custom systems. Documents gathered include business concepts, existing database schemas, XSDs, and reporting layouts. How many models of each layer of abstraction can be expected?
- A. More conceptual data models than physical data models
- B. The same number of each of the model types
- C. More physical data models than logical data models, and more logical data models than conceptual data models
- D. Only 1 conceptual data model, 1 logical data model, and 1 physical data model
- E. More XSDs than reporting layouts
Answer: C
Explanation:
In data modeling, there are three levels of abstraction: conceptual, logical, and physical. For a project involving multiple systems, the DAMA-DMBOK explains: "Conceptual models are high-level and few in number, focusing on business entities and relationships. Logical models provide more detail, mapping to multiple systems or schemas, and physical models are the most numerous, tailored to specific database implementations" (DMBOK2, Chapter 5: Data Modeling and Design, p. 177). Since each system may have its own physical schema (physical model) and multiple systems may share logical models, while a single or few conceptual models cover the enterprise, the number of models typically follows: physical > logical > conceptual.
Options A and B don't address modeling layers; D assumes only one model per layer, which is unrealistic for multiple systems; and E reverses the hierarchy. Thus, C is correct.
Reference:DAMA-DMBOK2, Chapter 5: Data Modeling and Design, Section 3.2, p. 177.
NEW QUESTION # 95
If the target system has more transformation capability than either the source or the intermediary application system, the order of processes may be switched to ELT - Extract Load Tranform.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 96
Business glossary is not merely a list of terms. Each term will be associated with other valuable metadata such as synonyms, metrics, lineage, or:
- A. Archive Rules
- B. Business Rules
- C. Data Length
- D. Sanctioned rules
- E. Database Type
Answer: B
NEW QUESTION # 97
There are several methods for masking data:
- A. All of the above
- B. Value variance
- C. Substitution
- D. Temporal stagnation
- E. Temporal variance
- F. Value stagnation
Answer: B,C,E
NEW QUESTION # 98
Security Risks include elements that can compromise a network and/or database.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 99
Critical Data is most often used in
- A. Measuring product quality and customer satisfaction
- B. All of these
- C. Regulatory, financial, or management reporting
- D. Business strategy, especially efforts at competitive differentiation.
- E. Business operational needs
Answer: B
NEW QUESTION # 100
Defining quality content requires understanding the context of its production and use, including:
- A. Delivery
- B. Format
- C. Producers
- D. Consumers
- E. Timing
- F. None of the above
Answer: A,B,C,D,E
NEW QUESTION # 101
Practitioners identify development of staff capability to be a primary concern of Data Governance. Why would this be a main concern?
- A. Because organizations expect quick results
- B. Because we need to develop the next generation of Chief Data Officers
- C. Because it is a recognized benchmark standard
- D. Because it is important to have senior people, in order to dictate that the policy will be followed
- E. Because it is important to train staff to ensure application of appropriate methods
Answer: E
NEW QUESTION # 102
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