DA0-002 Data Governance Practice Question
A data team is preparing a dashboard for executives. The team wants to highlight key performance indicators (KPIs) that are below target. Which of the following visualization techniques would most effectively draw attention to underperforming metrics without causing confusion?
⚠ Common exam trap
CompTIA often tests the misconception that removing or hiding negative data simplifies communication, when in fact effective dashboards must highlight both successes and failures to drive data-driven decisions.
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
✓
Apply conditional formatting to turn KPI values red when below target.
Conditional formatting that turns KPI values red when below target is the most effective technique because it leverages pre-attentive visual processing — the human eye naturally notices color changes (especially red) before other visual elements. This allows executives to instantly identify underperforming metrics without needing to interpret complex chart types, reducing cognitive load and confusion.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Remove underperforming KPIs from the dashboard to avoid confusion.
Why it's wrong here
Hiding underperformance prevents action.
- ✗
Use a scatter plot to show the relationship between KPIs.
Why it's wrong here
Scatter plots do not directly indicate target achievement.
- ✓
Apply conditional formatting to turn KPI values red when below target.
Why this is correct
Red highlights call attention to issues immediately.
- ✗
Use a pie chart showing the proportion of each KPI.
Why it's wrong here
Pie charts do not effectively show performance against targets.
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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.