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Problem-Solving and Data AnalysisVery hardWhy a difference might not be meaningful

Problem-Solving and Data Analysis practice question

In a random sample of 40 students at a school, the mean height of the 20 left-handed students was 1 cm greater than that of the 20 right-handed students. Which of the following is the most appropriate conclusion?

  1. A. The difference is small and the samples are small, so it may well be due to chance; more data would be needed to conclude that left-handed students at the school are taller.Correct
  2. B. Left-handed students at the school are definitely taller on average.
  3. C. Being left-handed causes greater height.
  4. D. Right-handed students at the school are taller on average.

Answer: A. The difference is small and the samples are small, so it may well be due to chance; more data would be needed to conclude that left-handed students at the school are taller.

A 1 cm gap between two groups of 20 is well within what random variation produces.

Why the other answers are wrong

B. Left-handed students at the school are definitely taller on average.
Small samples and a small gap cannot support 'definitely'.
C. Being left-handed causes greater height.
No causal claim can come from an observed difference, let alone one this small.
D. Right-handed students at the school are taller on average.
The sample showed the reverse, and even that is not reliable.

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