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 1)

Questions 1–5

1. 1expert · hard

   A healthcare provider is classifying patient attributes to prioritize data governance. They have limited resources and need to focus on attributes that are both critical for patient care and useful for matching records across systems. Which attribute should be classified as critical and prioritized for matching?

   • APatient's first name
   • BPatient's blood type
   • CPatient's medical record number (MRN)
   • DPatient's home address
   Reveal Solution Discussion Select an answer first
2. 2foundation · easy

   In a data governance process, what is the primary purpose of communicating a newly approved data standard to all relevant stakeholders?

   • ATo allow stakeholders to vote on whether to implement the standard
   • BTo ensure consistent understanding and adoption across the organization
   • CTo satisfy regulatory requirements for public disclosure
   • DTo replace the need for technical enforcement mechanisms
   Reveal Solution Discussion Select an answer first
4. 3expert · hard

   A multinational corporation is implementing data governance for its Salesforce org. The company has regional data privacy laws that vary by country, and they want to ensure compliance while enabling global sales teams to access customer data. They also want to measure the effectiveness of their governance program. Which governance model best balances these requirements?

   • AAssign a single data owner from the headquarters to manage all data governance decisions.
   • BCreate a single global data policy that applies uniformly across all regions to simplify compliance.
   • CEstablish a global data governance council with regional data stewards who enforce local policies, and track compliance metrics by region.
   • DAllow each region to create its own data policies independently, with no global oversight.
   Reveal Solution Discussion Select an answer first
5. 4foundation · easy

   Which attribute classification is most appropriate for a field that is used primarily in long-term trend analysis and strategic decision-making?

   • AAnalytical attribute
   • BOperational attribute
   • CSensitive attribute
   • DCritical attribute
   Reveal Solution Discussion Select an answer first
6. 5foundation · easy

   Which KPI is most appropriate for measuring the adoption of data governance policies?

   • ATotal number of data sources in the organization
   • BPercentage of users who have completed data governance training
   • CPercentage of data assets with a designated data owner
   • DNumber of data quality incidents reported
   Reveal Solution Discussion Select an answer first