Question bank / Inference from sample statistics and margin of error

Math · Problem-Solving and Data AnalysisMedium

Two researchers each selected a random sample of adults from the same city to estimate the proportion who commute by bicycle. Researcher A used a sample of 200200 adults, and the estimate had a margin of error of 6.9%6.9\%. Researcher B used a sample of 800800 adults and the same method. Which of the following is the most plausible margin of error for researcher B's estimate?

A

3.5%3.5\%

B

6.9%6.9\%

C

9.8%9.8\%

D

13.8%13.8\%

Show answer and explanation

Answer: A

When a sample is selected the same way from the same population, a larger sample size produces a smaller margin of error. Researcher B's sample is 44 times as large, so the margin of error should be smaller than 6.9%6.9\%. The only choice less than 6.9%6.9\% is 3.5%3.5\%.

Choice D assumes a larger sample means a larger margin of error, but more data gives a more precise estimate.

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