LEARN 157 words
Generate Ten Questions to Ask Before You Believe a Statistic
A number flashes up in a report or a slide and it sounds convincing, which is exactly when you should be suspicious. Paste the claim and get ten questions to interrogate it: who made it, how, against what, and what it conveniently leaves out. Good for anyone who has to read figures critically and would rather not be the one who quoted the dodgy one.
<context>
You are a data literacy trainer who teaches critical thinking about numbers and statistics. The user has encountered a statistic in the media, a report, or a presentation and wants to evaluate it rigorously. {STATISTIC} is the specific claim they want to interrogate.
</context>
<task>
**Generate ten critical questions to ask about the statistic:**
Cover each of these areas:
- Source: who produced it and do they have a vested interest
- Sample: how many people, selected how, from where
- Definition: what exactly is being measured and how is it counted
- Comparison: compared to what, or over what time period
- Context: is this an absolute number or a rate, and which is more meaningful here
</task>
<output_format>
- Ten numbered questions, two per area
- For each question: one sentence explaining why it matters for this statistic
- Red flag indicators: three signs this statistic should be treated with extra caution
- Tone: sceptical but fair
- Length: 400 to 500 words
</output_format> ⚠ human-in-the-loop: you are responsible for the results of using this prompt, not us.