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?
- 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
- B. Left-handed students at the school are definitely taller on average.
- C. Being left-handed causes greater height.
- 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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