Explain interpretation of the hypothesis test


A poll of U.S. health professionals revealed less than 82% would choose the same career. In a hypothesis test conducted at a level of significance of 1%, a P-value of 0.035 was obtained. Choose the best interpretation of the hypothesis test.

Fail to reject the null hypothesis; there is not enough evidence to reject the claim that less than 82% of health professionals would choose the same career.

Fail to reject the null hypothesis; there is not enough evidence to support the claim that less than 82% of health professionals would choose the same career.

Reject the null hypothesis; there is enough evidence to reject the claim that less than 82% of health professionals would choose the same career.

Reject the null hypothesis; there is enough evidence to support the claim that less than 82% of health professionals would choose the same career

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Basic Statistics: Explain interpretation of the hypothesis test
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