Question bank / Evaluating statistical claims: observational studies and experiments

Math · Problem-Solving and Data AnalysisEasy

A grocery store manager wanted to know how much customers spend per visit. During one month, she recorded the amount spent by every 1010th customer at checkout on Tuesday mornings. To which of the following groups can the results most appropriately be generalized?

A

All customers of the store

B

Customers who shop at the store on Tuesday mornings

C

All grocery shoppers in the store's city

D

Only the customers whose purchases were recorded

Show answer and explanation

Answer: B

Only customers who shopped on Tuesday mornings had a chance to be selected. Customers who shop at other times, such as weekends or evenings, may spend different amounts, so the results apply only to Tuesday morning customers.

Choice A is tempting because the manager selected customers in a regular pattern, but customers who shop at other times had no chance of being included.

Why the other choices are wrong

  • A. Customers who shop at other times had no chance of being selected.
  • C. Shoppers at other stores had no chance of being selected.
  • D. A sample selected in a regular pattern can represent the group it was drawn from, not just itself.
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