Given a Customer Scenario, Recommend a Data Governance Model in Terms of Roles and Responsibilities, Processes for Establishing Data Standards, Metrics and KPIs, Classification of Attributes by Usage, Identifying and Prioritizing Attributes to Be Used in Match and Merge, Setting Attribute Scores and Weights. DATA-ARCHITECT Practice Questions (Page 5)

Questions 21–25

1. 21foundation · easy

   In a data governance program, which role is typically responsible for defining the business meaning and quality requirements of a specific data domain, such as Customer or Product?

   • AData custodian
   • BData steward
   • CData architect
   • DData analyst
   Reveal Solution Discussion Select an answer first
2. 22application · medium

   A university is implementing data governance for its alumni relations CRM. The development office wants to track fundraising progress, but the IT department is concerned about data security. The university needs a governance structure that balances these interests. Which approach is most effective?

   • ALet the development office set all data policies to maximize fundraising effectiveness.
   • BLet the IT department set all data policies to ensure security is prioritized.
   • CEstablish a data governance council with representatives from development, IT, and legal to set policies and resolve conflicts.
   • DAssign a single data owner from the development office to make all governance decisions.
   Reveal Solution Discussion Select an answer first
4. 23expert · hard

   A manufacturing company is establishing a data standard for part numbers. The standard must be approved by engineering, procurement, and sales, but these departments have conflicting requirements. The company wants to implement the standard with minimal disruption. Which approach is most effective?

   • AFacilitate a cross-functional workshop to align on the standard, then pilot it in one department before full rollout.
   • BHave the sales department define the standard to ensure it meets customer needs, then implement it globally.
   • CHave the engineering department define the standard and implement it immediately.
   • DUse a standard from a similar company without modification to save time.
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5. 24application · medium

   A hospital is merging patient records from two different systems. They need to identify which attributes are most reliable for matching patients. Which attribute should be given the highest priority?

   • AHome address
   • BFull name
   • CDate of birth
   • DNational Health Service (NHS) number
   Reveal Solution Discussion Select an answer first
6. 25application · medium

   A financial services firm has implemented a data governance program. They want to measure whether their data quality initiatives are actually reducing errors in customer records. Which metric is most directly aligned with this goal?

   • ANumber of data governance meetings held per quarter.
   • BNumber of data steward assignments completed each month.
   • CAdoption rate of the new CRM system among sales users.
   • DPercentage of customer records with complete and accurate key fields, measured monthly.
   Reveal Solution Discussion Select an answer first