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 2)

Questions 6–10

1. 6foundation · easy

   In a data governance operating model, which role is accountable for the overall quality and fitness for purpose of a data asset, even if others perform the day-to-day tasks?

   • AData steward
   • BData owner
   • CData custodian
   • DData engineer
   Reveal Solution Discussion Select an answer first
2. 7application · medium

   A government agency is measuring the success of its data governance program. They want to track whether employees are following the new data entry standards. Which KPI is most appropriate?

   • ANumber of data governance training sessions completed.
   • BNumber of data quality issues reported by users.
   • CTime spent by data stewards on data cleanup tasks.
   • DPercentage of records that pass data quality checks on first entry.
   Reveal Solution Discussion Select an answer first
4. 8expert · hard

   A university is merging alumni records from its development office and its alumni association. The two systems have different data entry practices, and some alumni have changed their names or contact information. Which attribute should be prioritized for matching to maximize accuracy?

   • AEmail address
   • BAlumni ID number
   • CFull name
   • DGraduation year
   Reveal Solution Discussion Select an answer first
5. 9expert · hard

   A financial services company is establishing a data standard for customer risk ratings. The standard must be approved by multiple departments, including risk, compliance, and sales. The company wants to ensure the standard is adopted quickly without alienating any department. Which process is most likely to achieve this?

   • ALet the sales department define the standard to ensure it does not hinder their processes, then have IT enforce it.
   • BHave the risk department draft the standard and then implement it immediately without consulting other departments.
   • CCreate a working group with representatives from each department to draft the standard, then have the data governance council approve it and communicate it through a formal change management process.
   • DHave the compliance department approve the standard and then rely on email communication to inform employees.
   Reveal Solution Discussion Select an answer first
6. 10application · medium

   A retail company is classifying its customer data attributes to prioritize governance efforts. They have limited resources and want to focus on attributes that are essential for daily operations and regulatory compliance. Which classification should they assign to the customer email address, which is used for order confirmations and marketing communications?

   • AReference
   • BCritical
   • COperational
   • DAnalytical
   Reveal Solution Discussion Select an answer first