CERTIFIED DATA MANAGEMENT
PROFESSIONAL (CDMP) EXAMINATION
QUESTION AND CORRECT ANSWERS
(VERIFIED ANSWERS) PLUS RATIONALES
2026 Q&A INSTANT DOWNLOAD PDF
1. Which organization administers the Certified Data Management
Professional (CDMP) certification?
A. IEEE
B. PMI
C. ISACA
D. DAMA International
Answer: D
Rationale: DAMA International is the global organization responsible for
the CDMP certification and the DAMA-DMBOK framework.
2. The DAMA-DMBOK primarily serves as a:
A. Software tool
B. Data modeling language
C. Body of knowledge for data management
D. Regulatory compliance standard
Answer: C
Rationale: The DAMA-DMBOK defines best practices, principles, and
knowledge areas for data management.
3. Which knowledge area focuses on policies and decision rights for data?
A. Data Architecture
B. Data Governance
, C. Data Integration
D. Data Warehousing
Answer: B
Rationale: Data Governance establishes authority, accountability, and
policies for managing data assets.
4. Data stewardship is primarily responsible for:
A. Database tuning
B. Strategic business planning
C. Ensuring data quality and adherence to standards
D. Software development
Answer: C
Rationale: Data stewards oversee data definitions, quality, and
compliance with governance rules.
5. Which role has ultimate accountability for a data domain?
A. Data Custodian
B. Data Steward
C. Data Owner
D. Data Analyst
Answer: C
Rationale: Data owners are accountable for data assets and approve
policies and usage.
6. Master Data Management (MDM) primarily addresses:
A. Transaction processing
B. Analytical reporting
C. Core business entities consistency
D. Backup and recovery
Answer: C
Rationale: MDM ensures consistency and control of key entities such as
customers, products, and suppliers.
7. Which is an example of master data?
A. Sales transaction
, B. Customer record
C. Log file
D. Sensor reading
Answer: B
Rationale: Customer data is a core business entity managed as master
data.
8. Reference data differs from master data because it:
A. Is transactional
B. Changes frequently
C. Classifies or constrains other data
D. Is unstructured
Answer: C
Rationale: Reference data provides allowed values or classifications, such
as country codes.
9. Data quality dimensions include all EXCEPT:
A. Accuracy
B. Timeliness
C. Consistency
D. Scalability
Answer: D
Rationale: Scalability is a system attribute, not a data quality dimension.
10.Completeness refers to data that:
A. Is error-free
B. Is available when needed
C. Has all required values populated
D. Conforms to formats
Answer: C
Rationale: Completeness measures whether mandatory data elements are
present.
11.Which activity belongs to Data Architecture?
A. Defining enterprise data models
PROFESSIONAL (CDMP) EXAMINATION
QUESTION AND CORRECT ANSWERS
(VERIFIED ANSWERS) PLUS RATIONALES
2026 Q&A INSTANT DOWNLOAD PDF
1. Which organization administers the Certified Data Management
Professional (CDMP) certification?
A. IEEE
B. PMI
C. ISACA
D. DAMA International
Answer: D
Rationale: DAMA International is the global organization responsible for
the CDMP certification and the DAMA-DMBOK framework.
2. The DAMA-DMBOK primarily serves as a:
A. Software tool
B. Data modeling language
C. Body of knowledge for data management
D. Regulatory compliance standard
Answer: C
Rationale: The DAMA-DMBOK defines best practices, principles, and
knowledge areas for data management.
3. Which knowledge area focuses on policies and decision rights for data?
A. Data Architecture
B. Data Governance
, C. Data Integration
D. Data Warehousing
Answer: B
Rationale: Data Governance establishes authority, accountability, and
policies for managing data assets.
4. Data stewardship is primarily responsible for:
A. Database tuning
B. Strategic business planning
C. Ensuring data quality and adherence to standards
D. Software development
Answer: C
Rationale: Data stewards oversee data definitions, quality, and
compliance with governance rules.
5. Which role has ultimate accountability for a data domain?
A. Data Custodian
B. Data Steward
C. Data Owner
D. Data Analyst
Answer: C
Rationale: Data owners are accountable for data assets and approve
policies and usage.
6. Master Data Management (MDM) primarily addresses:
A. Transaction processing
B. Analytical reporting
C. Core business entities consistency
D. Backup and recovery
Answer: C
Rationale: MDM ensures consistency and control of key entities such as
customers, products, and suppliers.
7. Which is an example of master data?
A. Sales transaction
, B. Customer record
C. Log file
D. Sensor reading
Answer: B
Rationale: Customer data is a core business entity managed as master
data.
8. Reference data differs from master data because it:
A. Is transactional
B. Changes frequently
C. Classifies or constrains other data
D. Is unstructured
Answer: C
Rationale: Reference data provides allowed values or classifications, such
as country codes.
9. Data quality dimensions include all EXCEPT:
A. Accuracy
B. Timeliness
C. Consistency
D. Scalability
Answer: D
Rationale: Scalability is a system attribute, not a data quality dimension.
10.Completeness refers to data that:
A. Is error-free
B. Is available when needed
C. Has all required values populated
D. Conforms to formats
Answer: C
Rationale: Completeness measures whether mandatory data elements are
present.
11.Which activity belongs to Data Architecture?
A. Defining enterprise data models
