DMF-1220 Demo Test - Updated DMF-1220 CBT

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DAMA DMF-1220 Exam Syllabus Topics:

Section	Objectives
Topic 1: Reference and Master Data
Topic 2: Data Security
Topic 3: Data Governance
Topic 4: Data Modeling and Design
Topic 5: Data Integration and Interoperability
Topic 6: Metadata Management
Topic 7: Data Architecture
Topic 8: Data Warehousing and Business Intelligence
Topic 9: Data Quality Management
Topic 10: Data Storage and Operations
Topic 11: Document and Content Management

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DAMA Data Management Fundamentals Sample Questions (Q245-Q250):

NEW QUESTION # 245
If data is not integrated with care it presents risk for unethical data handling. These ethical risks intersect with fundamental problems in data management including: Limited knowledge of data's origin and lineage; Data of poor quality; Unreliable Metadata; and Documentation of error remediation.

A. FALSE
B. TRUE

Answer: A

NEW QUESTION # 246
To understand and evaluate ethical use of data within the organization what principles should we base our decisions on?

A. 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
B. Generally Accepted Information Principles defined by GAAP
C. Data Management principles that have been agreed by the organization
D. Data Security and Privacy Principles
E. Principles focused on ideas such as fairness, respect, responsibility, integrity, quality, reliability, transparency and trust

Answer: E

NEW QUESTION # 247
Which of the following is the best example of a documented data quality rule?

A. Each transaction data file holding customer transactions must be kept confidential to the authorized users within the operations team
B. The transaction data from all satellite systems needs to be ready by 12:05 a.m. in order to feed the overnight batching window, to ensure branches have access to actual customer balances
C. The transaction data from all satellite systems needs to reflect actual customer balances each morning
D. Every transaction recorded must be processed by 12:05 a.m. by authorized personnel who will validate balances and data delivery to branches
E. All transaction data in the core banking systems needs to be processed at 12:05 a.m. each day regardless of the business calendar day and time zone

Answer: B

Explanation:
Option D is the strongest documented data quality rule because it defines the relevant data, establishes a measurable timeliness requirement, and links the requirement directly to a business need. The transaction data must be available by 12:05 a.m. , allowing objective measurement of whether the timeliness criterion has been satisfied, while the reason for that requirement-ensuring branches can access current balances-is explicit. DAMA Data Quality Management emphasizes defining requirements and business rules that allow data quality to be measured against business expectations. Option A is primarily a security/confidentiality requirement. Options B and C describe processing procedures rather than the quality state required of the data.
Option E expresses an important accuracy objective but lacks the same precise, operationally measurable criterion. A documented Data Quality rule should enable conformance to be objectively measured.

NEW QUESTION # 248
One of the difficulties when integrating multiple source systems is:

A. Determining valid links or equivalences between data elements
B. Modifying the source systems to align to the enterprise data model
C. Completing the data architecture on time for the first release
D. Having a data quality rule applicable to all source systems
E. Maintaining documentation describing the data warehouse operation

Answer: A

Explanation:
Integrating multiple source systems is challenging due to the need to identify valid links or equivalences between data elements across systems (e.g., matching customer IDs). The DAMA-DMBOK states: "A key challenge in data integration is determining equivalences between data elements from disparate sources, requiring mapping and transformation to ensure consistency" (DMBOK2, Chapter 13: Data Integration and Interoperability, p. 513).
Options A, C, D, and E are challenges but less central: documentation (A) is operational, modifying systems (C) is often impractical, universal rules (D) are difficult but secondary, and architecture timing (E) is project- related.
Reference:DAMA-DMBOK2, Chapter 13: Data Integration and Interoperability, Section 3.2, p. 513.

NEW QUESTION # 249
A e-discovery readiness assessment should examine and identify opportunities for the commercial response program.

A. FALSE
B. TRUE

Answer: A

NEW QUESTION # 250
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