Problem preview
S-ID.9 Warmup M1-059-A01-V01

Distinguish correlation from causation.

Classify a statistical claim as correlational or causal

Problem

Is this claim correlational or causal? Students who sleep more tend to have higher scores.

Big Picture

What this problem is really about

Claim wording reveals the level of evidence being asserted. Phrases such as “tends to” or “is associated with” describe variables occurring together, while causal language says that changing one produces a change in the other and therefore requires a design or evidence capable of ruling out alternative explanations.

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Four variants of this problem type
Curriculum context
Course
Math I
Standard
S-ID.9
Category
Statistics and Probability
Domain
Interpreting Categorical and Quantitative Data
Objective
Distinguish correlation from causation.
Problem type
Classify a statistical claim as correlational or causal