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
Problem, Hypothesis, Test mirrors the analyst's investigative method, leaving the executive audience at the testing stage without a resolved recommendation on churn. It is the right structure for documenting an experiment or A/B test, where the hypothesis and its validation are the deliverable.
- ✗
Background, Analysis, Recommendation
Why it's wrong here
Background, Analysis, Recommendation presents findings and a suggested action but never frames the churn increase as a question the data must resolve, so it lacks the tension executives need. It suits routine status reporting where the problem is already agreed and only a decision remains.
- ✓
Situation, Complication, Resolution
Why this is correct
Situation, Complication, Resolution frames the stable baseline, introduces the churn increase as the complicating disruption, then presents the recommended response. This structure gives executives a clear causal narrative explaining why churn rose and what to do, matching the persuasive intent.
- ✗
Data, Visualization, Conclusion
Why it's wrong here
Data, Visualization, Conclusion orders artefacts rather than narrative beats, so it delivers charts without establishing the churn problem or why it matters. It fits exploratory working sessions where the audience interprets raw output alongside the analyst, not an executive story.
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Written by Johnson Ajibi, MSc IT Security
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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.