Best Quality DAMA DMF-1220 Exam Questions NewPassLeader Realistic Practice Exams [2026]
Critical Information To Data Management Fundamentals Pass the First Time
The DMF-1220 certification exam is an excellent way for professionals to demonstrate their expertise in data management. Data Management Fundamentals certification is recognized globally and is highly valued by employers in the data management industry. Certified professionals are more likely to be hired for senior positions and are often offered higher salaries than their non-certified peers.
NEW QUESTION # 220
The ISO 11179 Metadata registry, an international standard for representing Metadata in an organization, contains several sections related to data standards, including naming attributes and writing definitions.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 221
Content refers to the data and information inside a file, document or website.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 222
Please select the three types of data models:
- A. Innovative Data Model
- B. Conceptual Data Model
- C. Logical Data Model
- D. Idea Data Model
- E. Physical Data Model
- F. Dimensional Data model
Answer: C,E,F
NEW QUESTION # 223
What are the three characteristics of effective Data Governance communication?
- A. It must be viral, vital, and have volume
- B. It must be colorful, engaging, using multi-media
- C. It must be consistent, unambiguous, engaging
- D. It must be clear, unambiguous, and consistent
- E. It must be clear, structured, repetitive
Answer: E
NEW QUESTION # 224
Which of the following is a Data Quality principle?
- A. All of these
- B. Standards Driven
- C. Prevention
- D. Governance
- E. Criticality
Answer: A
Explanation:
Data quality principles encompass multiple aspects, including prevention, governance, and standards-driven approaches, as well as considering criticality in prioritizing efforts. The DAMA-DMBOK states: "Data quality principles include prevention (proactive measures to avoid errors), governance (oversight and accountability), standards-driven processes (consistency through defined rules), and criticality (prioritizing based on business impact)" (DMBOK2, Chapter 7: Data Quality, p. 263). Since all listed options are principles, E is correct.
Reference:DAMA-DMBOK2, Chapter 7: Data Quality, Section 2.2, p. 263.
NEW QUESTION # 225
Deliverables in the Metadata Management context diagram include:
- A. Data Lineage
- B. Metadata Standards
- C. Metadata Architecture
- D. Metadata Strategy
- E. Data storage and operations
- F. Metadata design
Answer: A,B,C,D
NEW QUESTION # 226
Which of the following are must-do for any successful Data Governance programme?
- A. Set up a wiki for incorrect data definitions.
- B. Allocate Data Ownership responsibilities according to their role in the organization.
- C. Create a communications plan to inform to all stakeholders what you are doing.
- D. Ensure there is a Data Governance Policy with which everyone in the organization is required to comply.
- E. Create a training programme for all for data owners and data stewards.
Answer: D
NEW QUESTION # 227
Traditional tool sin data visualtization have both a data and a graphical component. Advanced visualization and discovery tools use in-memory architecture to allow users to interact with the data.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 228
Data quality rules and standards are a critical form of Metadat
a. Ti be effective they need to be managed as Metadata. Rules include:
- A. Confirmed by SMEs
- B. None of the above
- C. Hierarchical consistency
- D. Accessible to all data customers
- E. Tied to business impact
- F. Document consistency
Answer: A,D,E,F
NEW QUESTION # 229
Coupling describes the degree to which two systems are intertwined.
- A. FALSE
- B. TRUE
Answer: B
NEW QUESTION # 230
The accepted tenets of bioethics provide a starting point for the principles of data ethics. Which of the following tenets of bioethics is NOT included in the DMBOK2 Chapter on Data Handling Ethics?
- A. None of these
- B. The Justice Principle considers the fair and equitable treatment of people
- C. Non-Maleficence Principle implies that the harm should not outweigh the benefit
- D. The Respect for Persons Principle reflects the fundamental ethical requirement that people be treated in a way that respects their dignity and autonomy as human individuals
- E. The Beneficence Principle has two elements: first, do no harm; second, maximize possible benefits and minimize possible harms
Answer: A
Explanation:
The DMBOK2 includes all listed bioethics tenets in its data handling ethics framework. The DAMA- DMBOK states: "Data handling ethics draws from bioethics principles, including Non-Maleficence, Justice, Respect for Persons, and Beneficence, to guide ethical data practices" (DMBOK2, Chapter 14: Data Handling Ethics, p. 559). Since all are included, "None of these" (B) is correct.
Reference:DAMA-DMBOK2, Chapter 14: Data Handling Ethics, Section 2.2, p. 559.
NEW QUESTION # 231
There are several reasons to denormalize data. The first is to improve performance by:
- A. Pre-calculating and sorting costly data calculations to avoid runt-time system resource competition.
- B. Creating smaller copies of fata to reduce costly run-time calculations and/or table scans of large tables.
- C. Combining data from multiple other tables in advance to avoid costly run-time joins
- D. None of the above
- E. Making tables more readable when no foreign key exists
- F. All of the above
Answer: A,B,C
NEW QUESTION # 232
The better an organization understands the lifecycle and lineage of its data, the better able it will be to manage its dat a. Please select correct implication of the focus of data management on the data lifecycle.
- A. Metadata Quality is the most important part of the management process
- B. Data Management efforts should focus on the most critical data last
- C. Data Quality must be managed throughout the data lifecycle
- D. Data Security must only be managed at the start of the data lifecycle
Answer: C
NEW QUESTION # 233
The steps followed in managing data issues include:
- A. Standardization, Assignment, Escalation, and Completion
- B. Read, Guess, Code, Release
- C. Standardization, Explanation, Ownership, and Completion
- D. Escalation, Review, Allocation and Completion
- E. Standardization, Allocation, Assignment, and Correction
Answer: A
NEW QUESTION # 234
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. Sanctioned rules
- C. Database Type
- D. Data Length
- E. Business Rules
Answer: E
NEW QUESTION # 235
Small reference data value sets in the logical data model can be implemented in a physical model in three common ways:
- A. Create a matching separate code table
- B. Roadmap Development
- C. None of the above
- D. Program integration by joining tables
- E. Embed rules or valid codes into the appropriate object's definition.
- F. Create a master shared code table
Answer: A,E,F
NEW QUESTION # 236
Metadata is described using different set of categories, including:
- A. Prescriptive Metadata, Serial Metada, Administrative Metadata
- B. None of the above
- C. Descriptive Metadata, Serial Metada, Administrative Metadata
- D. Descriptive Metadata, Structural Metada, Administrative Metadata
- E. Diagnostic Metadata, Structural Metada, Administrative Metadata
Answer: D
NEW QUESTION # 237
The best way to validate that a database backup is working, is to:
- A. Check the size of the backup file
- B. Appoint a special DBA in charge of backups
- C. Periodically recover from the backup file
- D. Check the backup logs every day
- E. Check for the automatic email notification of backup success
Answer: C
NEW QUESTION # 238
The most common drivers for initiating a Mater Data Management Program are:
- A. Reducing risk
- B. Managing the costs of data integration
- C. Metadata insecurity
- D. Managing data quality
- E. Reducing latency
- F. Meeting organizational data requirements
Answer: A,B,D,F
NEW QUESTION # 239
Data stewardship is the least common label to describe accountability and responsibility for data and processes to ensure effective control and use of data assets.
- A. TRUE
- B. FALSE
Answer: B
NEW QUESTION # 240
A complexity in documenting data lineage is:
- A. Identifying source databases
- B. Choosing which content management software to use
- C. Establishing data quality metrics
- D. Different data element names and formats
- E. Conflicting application requirements from data owners
Answer: D
NEW QUESTION # 241
Some document management systems have a module that may support different types of workflows such as:
- A. Manual workflows that indicate where the user send the document
- B. Quality Assurance Testing (QA)
- C. None of the above
- D. User Acceptance Testing (UAT)
- E. All of the above
- F. Dynamic rules that allow for different workflows based on content
Answer: A,F
NEW QUESTION # 242
The advantage of a decentralized data governance model over a centralized model is:
- A. The easier implementation of industry data models
- B. The cheaper execution of data governance operations
- C. Having a common approach to resolving data governance issues
- D. An increased level of ownership from local decision making groups
- E. The common metadata repository configurations
Answer: D
NEW QUESTION # 243
The four A's in security processes include:
- A. Aliment
- B. Applicable
- C. Authorization
- D. Authentication
- E. Access
- F. Audit
Answer: C,D,E,F
NEW QUESTION # 244
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