Convey Data Understanding to Leadership PMI-CPMAI Practice Questions (Page 3)

Questions 11–15

1. 11expert · hard

   A data team has completed a data quality improvement project. The project was successful, but it took longer than planned and exceeded the budget. The team needs to report the results to the stakeholders, who are concerned about the cost overrun. What is the most effective way to structure the insight report?

   • AProvide a detailed breakdown of the budget overrun, with justifications for every expense.
   • BPresent the cost overrun as the main topic, with a detailed plan to avoid future overruns.
   • CAvoid mentioning the cost overrun to keep the report positive and focused on the results.
   • DFocus on the successful outcomes and the value delivered, with a brief acknowledgment of the cost overrun.
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2. 12application · medium

   A data team is implementing a new data warehouse. The project is behind schedule because the ETL processes are taking longer than expected. The stakeholders are concerned about the delay. What is the most effective way to communicate the progress and challenges?

   • AShare a revised timeline with a clear explanation of the cause of the delay and the steps being taken to address it.
   • BAvoid discussing the delay until the next major milestone to prevent unnecessary worry.
   • CReassure stakeholders that the delay is minor and the original timeline will still be met.
   • DProvide a detailed technical explanation of the ETL performance issues, including query execution plans.
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4. 13foundation · easy

   What is the primary purpose of an executive summary in a data assessment report?

   • ATo present all data findings in full detail for comprehensive review
   • BTo list every data quality issue discovered during the assessment
   • CTo provide a detailed technical appendix for data engineers
   • DTo distill key insights and implications into a concise, high-level format for leadership
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5. 14foundation · easy

   What is the primary goal of presenting data readiness status to stakeholders?

   • ATo avoid any questions from stakeholders
   • BTo impress stakeholders with technical details
   • CTo demonstrate that the project is perfect and has no issues
   • DTo inform stakeholders of progress and gain their support for next steps
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6. 15expert · hard

   A data team has completed a comprehensive data readiness assessment for a global company. The assessment reveals that the data is generally high quality, but there are significant gaps in data from the Asia-Pacific region. The company is planning a major product launch in that region. The executive team is divided: some want to proceed with the launch, others want to delay. What should the executive summary emphasize to help the team make an informed decision?

   • AA recommendation to delay the launch, with a detailed plan to fix the data issues.
   • BThe business risk of launching with incomplete regional data, such as inaccurate demand forecasts, and the options to mitigate that risk.
   • CThe specific data quality issues in the Asia-Pacific region, with a detailed technical analysis.
   • DThe overall data quality score, which is high, to reassure the team that the data is ready.
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