QUESTION IMAGE
Question
decide whether the following statement makes sense (or is clearly true) or does not make sense (or is clearly false). explain your reasoning.
the tv survey got more than 1 million phone-in responses, so it is clearly more valid than the survey by the professional pollsters, based on interview with only a few hundred people.
choose the correct answer below.
a. the statement makes sense. when a survey has over 1 million responses, the large sample size gets rid of any bias.
b. the statement does not make sense. the eight guidelines for evaluating a statistical study need to be reviewed before one study can be called more valid than another.
c. the statement does not make sense. when collecting data for a survey, phone-in responses are more valid than interviews.
d. the statement makes sense. when conducting a survey, more responses will make it more valid than another survey with fewer responses.
Analyze the given statement
Using the Sample vs Population knowledge point
The statement claims a TV survey with over 1 million phone-in responses is more valid than a professional poll of a few hundred people because of its larger size.
Identify sources of bias
A phone-in TV survey relies on voluntary response, which introduces strong selection bias because only highly motivated individuals participate.
Compare sample quality
A professional poll uses random sampling to represent the population, making it far more valid despite a smaller sample size.
Evaluate the options
Option B correctly states that the statement does not make sense and points to the guidelines for evaluating a statistical study.
Select the correct choice
Option B is the correct choice because a large, biased sample does not guarantee validity.
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- A. The statement makes sense. When a survey has over 1 million repsonses, the large sample size gets rid of any bias.
- B. The statement does not make sense. The eight guidelines for evaluating a statistical study need to be reviewed before one study can be called more valid than another. (Correct answer)
- C. The statement does not make sense. When collecting data for a survey, phone-in responses are more valid than interviews.
- D. The statement makes sense. When conducting a survey, more responses will make it more valid than another survey with fewer responses.