Practice C16-029–042
C16-029 — CDO, Governance, Data Quality & Architecture Interactions
Foundational · Recall
Which activity is listed as a common Chief Data Officer mandate in Chapter 16?
A. Establishing an organizational data strategy.
B. Administering every production database.
C. Approving every employee's compensation.
D. Replacing the Data Governance function.
C16-030 — CDO, Governance, Data Quality & Architecture Interactions
Standard · Understand
How can the CDO function in a decentralized operating model?
A. The CDO must directly manage every Data Management employee.
B. The CDO owns or shapes the enterprise data strategy while resources in IT, operations, and lines of business execute it.
C. The CDO has no role because decentralization means no enterprise strategy.
D. The CDO becomes the Architecture Review Board.
C16-031 — CDO, Governance, Data Quality & Architecture Interactions
Standard · Distinguish
Which shorthand best captures the Chapter 16 relationship between Data Governance and data management?
A. Data Governance builds databases; data management writes policies.
B. Data Governance is business-only; data management is IT-only.
C. Data Governance is about 'doing the right things'; data management is about 'doing things right.'
D. Data Governance and data management should operate independently to avoid overlap.
C16-032 — CDO, Governance, Data Quality & Architecture Interactions
Difficult · Apply
In a highly regulated enterprise, the main emphasis is policy, accountability, and formal guidance for managing data as an asset. Which relationship does Chapter 16 say may fit?
A. Data Governance should be dissolved into IT operations.
B. The Data Management Organization must always report to the CIO.
C. All governance responsibilities should be delegated to Data Stewards.
D. The Data Governance Office can lead, with the Data Management Organization reporting or matrixed to it.
C16-033 — CDO, Governance, Data Quality & Architecture Interactions
Difficult · Apply
A Data Quality initiative starts within one application, proves value, then expands to shared data across business units and begins addressing Master, Reference, and Metadata Management. What Chapter 16 pattern does this illustrate?
A. A Data Management Organization can grow organically out of a maturing Data Quality initiative.
B. A centralized DMO must have existed before Data Quality work began.
C. Data Quality should remain isolated from other Data Management disciplines.
D. The organization has automatically become a network model.
C16-034 — CDO, Governance, Data Quality & Architecture Interactions
Difficult · Apply
Data Architects sit inside the DMO but must remain aligned with Enterprise Architecture. Which mechanism does Chapter 16 specifically identify for formal architecture coordination and project guidance?
A. The stakeholder influence-interest map.
B. An Architecture Review Board (ARB).
C. The compensation review committee.
D. The Data Quality issue log.
C16-035 — CDO, Governance, Data Quality & Architecture Interactions
Expert · Apply
An organization has no Data Architects and no formal architecture committee. The DMO lead meets periodically with the Architecture lead to coordinate impacted projects. What does Chapter 16 predict if this becomes difficult to manage?
A. The DMO should stop coordinating with Enterprise Architecture.
B. The architecture function should automatically move under the CDO.
C. The organization will likely develop a more formal role or committee to facilitate discussions and decisions.
D. The Data Governance program should be suspended until a Data Architect is hired.
C16-036 — Managing a Global Data Organization
Foundational · Recall
Which challenge does Chapter 16 explicitly associate with global Data Management Organizations?
A. The inability to use any enterprise standards.
B. A requirement that all regional teams report directly to one DBA.
C. The absence of business stakeholders outside headquarters.
D. Country-specific laws and regulations combined with distributed workforces, systems, time zones, and languages.
C16-037 — Managing a Global Data Organization
Standard · Understand
Which combination best matches Chapter 16's global-management priorities?
A. Adhere to standards, synchronize processes, align accountability, train/communicate, monitor/measure, gain economies of scale, and reduce duplication.
B. Maximize regional autonomy and avoid enterprise measurement.
C. Use different terminology and processes in every country.
D. Centralize every role regardless of legal or cultural differences.
C16-038 — Managing a Global Data Organization
Standard · Distinguish
Why do networked or federated models become more attractive as Data Management becomes global?
A. They remove the need for enterprise strategy.
B. They can align accountabilities and standards while still accommodating regional variations.
C. They eliminate all layers of governance.
D. They require every region to operate identically.
C16-039 — Managing a Global Data Organization
Difficult · Apply
A global privacy standard is required, but one country's law demands additional controls. What design principle best follows Chapter 16?
A. Let every country create unrelated standards with no enterprise coordination.
B. Ignore the local law to preserve global consistency.
C. Maintain enterprise standards and aligned accountability while allowing necessary regional variation.
D. Move all decisions to headquarters and prohibit local participation.
C16-040 — Managing a Global Data Organization
Difficult · Apply
Global teams use the same policy document, but adoption varies because regions interpret it differently and work in different languages and time zones. Which global focus area is most directly implicated?
A. Data model version control.
B. Database performance tuning.
C. Compensation alignment only.
D. Training and communication.
C16-041 — Managing a Global Data Organization
Difficult · Apply
Three regions independently buy similar Data Quality tools and build duplicate processes. Which Chapter 16 global-management objective is being missed?
A. Developing economies of scale and reducing duplication of effort.
B. Increasing stakeholder influence.
C. Creating more independent decision layers.
D. Replacing Data Governance with Enterprise Architecture.
C16-042 — Managing a Global Data Organization
Expert · Apply
A multinational company needs one enterprise data strategy, common standards, and accountable regional organizations that can adapt execution to local regulations. Which operating model is the strongest fit from Chapter 16?
A. Pure decentralized.
B. Federated.
C. Pure centralized.
D. Informal committee-only decentralization.