South Carolina Data Management
Specialist Certification License Exam
Practice Questions And Correct Answers
(Verified Answers) Plus Rationale 2026
Q&A| Instant Download Pdf
1. In the context of data governance, which of the following best
describes the primary purpose of a data steward?
A. Design and implement database systems
B. Ensure data quality, consistency, and proper usage within their
domain
C. Physically secure hardware infrastructure
D. Write application code for data ingestion
Data stewards are responsible for maintaining data quality,
consistency, and ensuring that data is used appropriately according
to policies within their assigned domain.
2. Which principle of data management ensures that data is accurate,
complete, and reliable over its lifecycle?
A. Data accessibility
B. Data interoperability
C. Data integrity
D. Data virtualization
Data integrity refers to maintaining and assuring the accuracy and
consistency of data throughout its lifecycle.
,3. What is the primary purpose of a data dictionary?
A. Store backup copies of data
B. Provide definitions, attributes, and allowed values of data
elements
C. Monitor network traffic
D. Execute analytical queries
A data dictionary documents information about data elements,
including definitions, formats, and relationships to ensure consistent
understanding across stakeholders.
4. In South Carolina’s public sector context, which policy area would most
likely govern the ethical use of personally identifiable information
(PII)?
A. Network access control policies
B. Software licensing agreements
C. Privacy and confidentiality policies
D. Cloud service agreements
Privacy and confidentiality policies establish guidelines for the ethical
collection, storage, and use of personally identifiable information,
especially in public sector environments.
5. What is the key function of master data management (MDM)?
A. Accelerate query performance
B. Ensure a single, consistent view of critical business entities like
customers and products
C. Manage software patches
D. Encrypt data at rest
Master data management ensures accurate, consistent master
records for key business entities across disparate systems.
6. Which of the following best defines a data lifecycle management
(DLM) strategy?
, A. A process for monitoring network bandwidth
B. A framework for managing data from creation through disposal
C. A methodology for software development
D. A tool for compressing data
Data lifecycle management involves strategies and policies that
govern data from its creation to secure disposal.
7. Which legislation most directly impacts how state agencies handle
citizens’ personal data?
A. Fair Labor Standards Act
B. Federal Aviation Regulations
C. State privacy and data protection laws
D. Consumer Product Safety Act
State privacy and data protection laws govern how agencies collect,
use, store, and share personal data of citizens.
8. In data risk management, what does risk assessment primarily
involve?
A. Purchasing data tools
B. Identifying potential threats and vulnerabilities to data assets
C. Training users on software
D. Managing physical office space
Risk assessment involves identifying and evaluating potential threats
and vulnerabilities to data to prioritize mitigation strategies.
9. What is the main goal of data security controls?
A. Maximize user convenience
B. Eliminate all network traffic alerts
C. Protect data confidentiality, integrity, and availability
D. Reduce data storage requirements
Data security controls are implemented to ensure confidentiality,
integrity, and availability of data resources.
Specialist Certification License Exam
Practice Questions And Correct Answers
(Verified Answers) Plus Rationale 2026
Q&A| Instant Download Pdf
1. In the context of data governance, which of the following best
describes the primary purpose of a data steward?
A. Design and implement database systems
B. Ensure data quality, consistency, and proper usage within their
domain
C. Physically secure hardware infrastructure
D. Write application code for data ingestion
Data stewards are responsible for maintaining data quality,
consistency, and ensuring that data is used appropriately according
to policies within their assigned domain.
2. Which principle of data management ensures that data is accurate,
complete, and reliable over its lifecycle?
A. Data accessibility
B. Data interoperability
C. Data integrity
D. Data virtualization
Data integrity refers to maintaining and assuring the accuracy and
consistency of data throughout its lifecycle.
,3. What is the primary purpose of a data dictionary?
A. Store backup copies of data
B. Provide definitions, attributes, and allowed values of data
elements
C. Monitor network traffic
D. Execute analytical queries
A data dictionary documents information about data elements,
including definitions, formats, and relationships to ensure consistent
understanding across stakeholders.
4. In South Carolina’s public sector context, which policy area would most
likely govern the ethical use of personally identifiable information
(PII)?
A. Network access control policies
B. Software licensing agreements
C. Privacy and confidentiality policies
D. Cloud service agreements
Privacy and confidentiality policies establish guidelines for the ethical
collection, storage, and use of personally identifiable information,
especially in public sector environments.
5. What is the key function of master data management (MDM)?
A. Accelerate query performance
B. Ensure a single, consistent view of critical business entities like
customers and products
C. Manage software patches
D. Encrypt data at rest
Master data management ensures accurate, consistent master
records for key business entities across disparate systems.
6. Which of the following best defines a data lifecycle management
(DLM) strategy?
, A. A process for monitoring network bandwidth
B. A framework for managing data from creation through disposal
C. A methodology for software development
D. A tool for compressing data
Data lifecycle management involves strategies and policies that
govern data from its creation to secure disposal.
7. Which legislation most directly impacts how state agencies handle
citizens’ personal data?
A. Fair Labor Standards Act
B. Federal Aviation Regulations
C. State privacy and data protection laws
D. Consumer Product Safety Act
State privacy and data protection laws govern how agencies collect,
use, store, and share personal data of citizens.
8. In data risk management, what does risk assessment primarily
involve?
A. Purchasing data tools
B. Identifying potential threats and vulnerabilities to data assets
C. Training users on software
D. Managing physical office space
Risk assessment involves identifying and evaluating potential threats
and vulnerabilities to data to prioritize mitigation strategies.
9. What is the main goal of data security controls?
A. Maximize user convenience
B. Eliminate all network traffic alerts
C. Protect data confidentiality, integrity, and availability
D. Reduce data storage requirements
Data security controls are implemented to ensure confidentiality,
integrity, and availability of data resources.
