9
QuizMultiple Choice

Introduction to Sampling Methods

Question 9 • DRHS GA-Statistical Reasoning

An economist would like to estimate the proportion of young adults who have college debt. An online survey invites young adults to share information about their level of college debt. Which of the following describes the survey design and potential bias?

Answer
A
This is voluntary response and is likely to overestimate the proportion of young adults with college debt.
B
This is voluntary response and is likely representative of the proportion of young adults with college debt.
C
This is voluntary response and is likely to underestimate the proportion of young adults with college debt.
D
This is a convenience sample and is likely to overestimate the proportion of young adults with college debt.

Explanation

Because young adults choose whether to respond to the online invitation, this is a voluntary response sample. People with college debt may be especially motivated to share their experiences, so they could be overrepresented among respondents. That would likely make the survey overestimate the proportion of all young adults with college debt, matching “voluntary response and is likely to overestimate.”

AI-written and checked against the verified answer.

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