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Correlation and Causation worksheet

Suitable for Year groups: 8, 9
GCSE Tier:
Foundation/Higher
Targeting grades: 4-5
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Prerequisite knowledge: Reading and drawing scatter graphs. Correlation.
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Correlation and Causation worksheet description

This worksheet supports students in understanding the distinction between correlation and causation through a series of structured tasks.

In Section A, pupils interpret scatter graphs showing relationships such as age versus salary and time spent studying versus test scores. For each graph, they identify the type of correlation and evaluate whether a causal link is present, helping to develop their critical thinking and data analysis skills.

Section B features further real-life examples—including graphs for car speed versus fuel efficiency and sunglasses sold versus sunburn cases—where students assess whether one variable causes changes in another or if the link is coincidental.

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