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Interpreting P Values In Research

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A researcher administers a maturity survey to a group of students. She finds that the mean score for girls is higher than the mean score for boys, with a p-value of 0.03. What should she conclude from this p-value?
A

Ninety-three percent of the girls are, on average, more mature than the boys.

B

There is a ninety-three percent probability that the results of the study are due to random chance.

C

Three percent of the girls are, on average, more mature than the boys.

D

There is a three percent probability that the results of the study are due to random chance.

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