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Question

There are two relationships that are often mistaken for causation. A common response is when some other reason may cause the same result. A confounding variable is when there are other variables that are unknown or unobserved. a. In North Carolina, the number of shark attacks increases when the temperature increases. Therefore, a temperature increase appears to cause sharks to attack. List two or more common responses that could also cause this result. b. A company claims that their weight loss pill caused people to lose 20 pounds when following the accompanying exercise program. List two or more confounding variables that could have had an effect on this claim.

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(a)\textbf{(a)} Below are two common responses with same results:

  • \bullet Higher number of people on the beach causes more shark attacks
  • \bullet Higher contamination of oceanic ecosystem causes more shark attacks

(b)\textbf{(b)} Below are two variables that can have an effect on this claim:

  • \bullet Metabolism rate
  • \bullet Lifestyle
  • \bullet Age

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