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Problem-Solving and Data AnalysisMediumAlternative explanation for an association

Problem-Solving and Data Analysis practice question

A study finds that people who drink more coffee sleep fewer hours. Which of the following is an alternative explanation that the study should consider?

  1. A. People who sleep less may drink more coffee to stay awake.Correct
  2. B. Coffee has no effect on anyone.
  3. C. The people studied do not drink coffee.
  4. D. Sleep cannot be measured.

Answer: A. People who sleep less may drink more coffee to stay awake.

The cause may run the other way.

Why the other answers are wrong

B. Coffee has no effect on anyone.
This denies rather than explains the association.
C. The people studied do not drink coffee.
Contradicts the study.
D. Sleep cannot be measured.
Sleep was measured.

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