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Visualization and ReportingmediumMultiple ChoiceObjective-mapped

DA0-002 Visualization and Reporting Practice Question

A data analyst is creating a presentation for executives to explain why customer churn has increased over the last quarter. The analyst wants to present the story in a compelling way. Which narrative structure is most appropriate?

⚠ Common exam trap

The CompTIA Data+ exam often tests the distinction between narrative structures for different audiences; the trap here is that candidates mistake 'Background, Analysis, Recommendation' (a common technical report format) as appropriate for executives, when in fact it lacks the persuasive arc needed for strategic decision-making.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Situation, Complication, Resolution

The Situation-Complication-Resolution structure is ideal for executive presentations because it first establishes the context (situation), then introduces the problem (complication—increased churn), and finally proposes a solution (resolution). This narrative arc aligns with how executives process strategic issues, making the data story compelling and actionable. In contrast, other structures are better suited for technical reports or hypothesis testing, not high-level storytelling.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Problem, Hypothesis, Test

    Why it's wrong here

    This is more suited to analytical process, not storytelling.

  • Background, Analysis, Recommendation

    Why it's wrong here

    Similar to situation-complication-resolution but less engaging terminology.

  • Situation, Complication, Resolution

    Why this is correct

    This structure effectively sets the context, presents the problem, and offers a solution.

  • Data, Visualization, Conclusion

    Why it's wrong here

    While logical, it lacks the narrative arc that engages executives.

About these practice questions

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

This DA0-002 practice question is part of Courseiva's free CompTIA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the DA0-002 exam.