North Carolina Data Stewardship Certification
Exam Question and correct answers (verified
answers 100%) Q&A 2026/2027 INSTANT
DOWNLOAD PDF
1. What is the primary responsibility of a data steward?
A. Developing software applications
B. Managing and ensuring the quality, security, and proper use of data
C. Designing computer hardware
D. Creating marketing campaigns
Correct Answer: B
Rationale: Data stewards are responsible for overseeing data quality, governance,
definitions, accessibility, and appropriate usage throughout the data lifecycle.
2. Which principle ensures that data is accurate, complete, and reliable?
A. Data ownership
B. Data quality management
C. Data encryption
D. Data visualization
Correct Answer: B
Rationale: Data quality management focuses on maintaining accuracy,
completeness, consistency, timeliness, and reliability of organizational data.
3. A data steward primarily works within which framework?
,A. Data governance framework
B. Network architecture framework
C. Software development lifecycle
D. Hardware maintenance framework
Correct Answer: A
Rationale: Data stewards operate within data governance programs to ensure
policies, standards, and procedures are followed.
4. What is metadata?
A. Data that has been deleted
B. Data about data
C. Encrypted information
D. Duplicate records
Correct Answer: B
Rationale: Metadata provides information about data, including definitions,
sources, formats, ownership, and usage rules.
5. Which role typically defines organizational rules for data management?
A. Data governance council
B. Database administrator only
C. Software developer
D. Network engineer
Correct Answer: A
Rationale: Data governance councils establish policies, standards, and
accountability structures for enterprise data management.
6. Data stewardship helps organizations achieve which goal?
,A. Eliminate all technology systems
B. Improve trust and usability of data
C. Reduce employee training
D. Replace cybersecurity teams
Correct Answer: B
Rationale: Effective stewardship improves confidence in data by ensuring accuracy,
consistency, security, and appropriate access.
7. Which data quality dimension measures whether required data exists?
A. Accuracy
B. Completeness
C. Uniqueness
D. Validity
Correct Answer: B
Rationale: Completeness evaluates whether all necessary data elements are
present and populated.
8. Who is accountable for the business meaning and proper use of data?
A. Data owner
B. Database server
C. End user
D. Application developer
Correct Answer: A
Rationale: Data owners are accountable for defining business rules, access
requirements, and appropriate usage of data.
9. Which activity is part of data stewardship?
, A. Monitoring data quality issues
B. Building office furniture
C. Installing printers
D. Creating advertisements
Correct Answer: A
Rationale: Data stewards monitor, identify, and resolve issues affecting data
quality and reliability.
10. What does data governance primarily establish?
A. Rules and responsibilities for managing data
B. Computer repair procedures
C. Employee salaries
D. Internet connection speeds
Correct Answer: A
Rationale: Data governance defines policies, roles, responsibilities, and processes
for effective data management.
11. Which data quality dimension ensures information follows required formats
and rules?
A. Validity
B. Availability
C. Security
D. Ownership
Correct Answer: A
Rationale: Validity ensures data conforms to defined formats, standards, and
business rules.
Exam Question and correct answers (verified
answers 100%) Q&A 2026/2027 INSTANT
DOWNLOAD PDF
1. What is the primary responsibility of a data steward?
A. Developing software applications
B. Managing and ensuring the quality, security, and proper use of data
C. Designing computer hardware
D. Creating marketing campaigns
Correct Answer: B
Rationale: Data stewards are responsible for overseeing data quality, governance,
definitions, accessibility, and appropriate usage throughout the data lifecycle.
2. Which principle ensures that data is accurate, complete, and reliable?
A. Data ownership
B. Data quality management
C. Data encryption
D. Data visualization
Correct Answer: B
Rationale: Data quality management focuses on maintaining accuracy,
completeness, consistency, timeliness, and reliability of organizational data.
3. A data steward primarily works within which framework?
,A. Data governance framework
B. Network architecture framework
C. Software development lifecycle
D. Hardware maintenance framework
Correct Answer: A
Rationale: Data stewards operate within data governance programs to ensure
policies, standards, and procedures are followed.
4. What is metadata?
A. Data that has been deleted
B. Data about data
C. Encrypted information
D. Duplicate records
Correct Answer: B
Rationale: Metadata provides information about data, including definitions,
sources, formats, ownership, and usage rules.
5. Which role typically defines organizational rules for data management?
A. Data governance council
B. Database administrator only
C. Software developer
D. Network engineer
Correct Answer: A
Rationale: Data governance councils establish policies, standards, and
accountability structures for enterprise data management.
6. Data stewardship helps organizations achieve which goal?
,A. Eliminate all technology systems
B. Improve trust and usability of data
C. Reduce employee training
D. Replace cybersecurity teams
Correct Answer: B
Rationale: Effective stewardship improves confidence in data by ensuring accuracy,
consistency, security, and appropriate access.
7. Which data quality dimension measures whether required data exists?
A. Accuracy
B. Completeness
C. Uniqueness
D. Validity
Correct Answer: B
Rationale: Completeness evaluates whether all necessary data elements are
present and populated.
8. Who is accountable for the business meaning and proper use of data?
A. Data owner
B. Database server
C. End user
D. Application developer
Correct Answer: A
Rationale: Data owners are accountable for defining business rules, access
requirements, and appropriate usage of data.
9. Which activity is part of data stewardship?
, A. Monitoring data quality issues
B. Building office furniture
C. Installing printers
D. Creating advertisements
Correct Answer: A
Rationale: Data stewards monitor, identify, and resolve issues affecting data
quality and reliability.
10. What does data governance primarily establish?
A. Rules and responsibilities for managing data
B. Computer repair procedures
C. Employee salaries
D. Internet connection speeds
Correct Answer: A
Rationale: Data governance defines policies, roles, responsibilities, and processes
for effective data management.
11. Which data quality dimension ensures information follows required formats
and rules?
A. Validity
B. Availability
C. Security
D. Ownership
Correct Answer: A
Rationale: Validity ensures data conforms to defined formats, standards, and
business rules.
