Practice C16-043–056
C16-043 — Executive & Business Roles
Foundational · Recall
At what two levels does Chapter 16 say Data Management roles can be defined?
A. Executive level and vendor level only.
B. Business-unit level and database level only.
C. Functional/organizational level and individual level.
D. Project level and regulatory level only.
C16-044 — Executive & Business Roles
Standard · Understand
Which statement about Data Management executives is consistent with Chapter 16?
A. All Data Management executives must report through IT.
B. The CDO is defined as a database-administration manager.
C. Executive roles are excluded from Data Management because they do not touch data directly.
D. They may sit on the business or technology side; the CDO is a prominent business-side executive role while CIO/CTO are established IT roles.
C16-045 — Executive & Business Roles
Standard · Distinguish
Which responsibility most strongly identifies a Data Steward?
A. Being a business subject-matter expert accountable for Metadata and Data Quality of assigned data, including terms, valid values, rules, and issue resolution.
B. Designing the enterprise integration technology stack.
C. Administering model version control and change control.
D. Researching and supporting the IT infrastructure.
C16-046 — Executive & Business Roles
Difficult · Apply
A business team needs someone to ensure that process models and the actual processes creating data are sound and support downstream uses. Which Chapter 16 roles are most directly relevant?
A. Database Administrators and Technical Engineers.
B. Business Process Analysts and Process Architects.
C. Data Model Administrators and Help Desk Administrators.
D. Business Intelligence Architects only.
C16-047 — Executive & Business Roles
Difficult · Apply
Which statement about Data Stewards is most accurate?
A. They are always centralized full-time roles with 'Data Steward' in the title.
B. They work only at enterprise level because local stewardship is inconsistent.
C. They may operate at enterprise, business-unit, or functional level, and the stewardship responsibility may be formal in the title or informal within another job.
D. They are IT administrators responsible for access control.
C16-048 — Executive & Business Roles
Difficult · Apply
A business subject-matter expert defines valid customer-status values and Data Quality business rules, while another practitioner monitors fitness for use and performs root-cause analysis. Which pairing is best?
A. Data Quality Analyst for both roles.
B. Data Model Administrator for the first; Data Steward for the second.
C. Data Integration Specialist for the first; Data Architect for the second.
D. Data Steward for the first role; Data Quality Analyst for the second.
C16-049 — Executive & Business Roles
Expert · Apply
A business analyst consumes enterprise data, interprets it, and adds business meaning that improves organizational decisions but holds no formal governance title. How does Chapter 16 treat this contribution?
A. It still contributes to the overall management of data because many business knowledge workers create, access, manipulate, interpret, or add value to data.
B. It does not count because only formal Data Management titles affect data management.
C. It makes the analyst a Database Administrator.
D. It means the analyst automatically becomes the executive sponsor.
C16-050 — IT & Hybrid Roles
Foundational · Recall
Which distinction best separates a Data Architect from a Data Modeler?
A. The Data Architect controls model versions; the Data Modeler administers databases.
B. The Data Architect provides senior architecture and integration direction; the Data Modeler captures detailed requirements, definitions, rules, Data Quality requirements, and logical/physical models.
C. The Data Architect monitors fitness for use; the Data Modeler manages Metadata repositories.
D. They are identical roles with different titles.
C16-051 — IT & Hybrid Roles
Standard · Distinguish
A practitioner is responsible for model version control and change control, not for eliciting new data requirements. Which role is it?
A. Data Modeler.
B. Data Architect.
C. Data Model Administrator.
D. Database Administrator.
C16-052 — IT & Hybrid Roles
Standard · Understand
Which responsibility belongs to the Database Administrator in Chapter 16?
A. Defining business terms and valid values as a business SME.
B. Coordinating enterprise BI requirements into a prioritized program roadmap.
C. Establishing the organization's data strategy.
D. Design, implementation, and support of structured data assets and the performance of technology that makes data accessible.
C16-053 — IT & Hybrid Roles
Difficult · Apply
One person designs the enterprise technology approach for integrating data assets; another implements replication, extraction, transformation, and loading in batch or near-real-time. Which roles fit?
A. Data Integration Architect for design; Data Integration Specialist for implementation.
B. Data Model Administrator for design; DBA for implementation.
C. Technical Architect for design; Data Steward for implementation.
D. BI Analyst for design; Data Security Administrator for implementation.
C16-054 — IT & Hybrid Roles
Difficult · Apply
A role is accountable for ensuring controlled access to data that requires different levels of protection. Which role is the best match?
A. Data Quality Analyst.
B. Data Security Administrator.
C. Metadata Specialist.
D. Analytics / Report Developer.
C16-055 — IT & Hybrid Roles
Difficult · Apply
Why is the Data Quality Analyst categorized as a hybrid role?
A. The role always reports simultaneously to two managers.
B. The role is half executive sponsor and half DBA.
C. The role combines business understanding of fitness-for-use and process issues with technical analysis/monitoring and root-cause improvement work.
D. The role exists only in federated organizations.
C16-056 — IT & Hybrid Roles
Expert · Apply
A company needs one role to administer Metadata repositories and another to coordinate BI requirements and initiatives into a cohesive prioritized enterprise roadmap. Which pairing is correct?
A. Data Model Administrator; Business Intelligence Analyst/Administrator.
B. Data Integration Specialist; Business Intelligence Architect.
C. Data Steward; Analytics / Report Developer.
D. Metadata Specialist; Business Intelligence Program Manager.