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A physical therapy researcher was interested in determining the impact of two different exercises. The investigator suspected that the two exercises produced a different level of activity in the muscle. Each of 16 subjects performed both exercise 1 and exercise 2, and the results are shown (for each subject, the order of the exercises was randomly assigned and sufficient rest time was provided between the two exercises).Which of the following is the most appropriate statistical test to use to determine the impact of the two difference exercises? Chi-squared test for independence Matched pairs t-test Two-sample t-test ANOVA Inference for regression

Question

A physical therapy researcher was interested in determining the impact of two different exercises. The investigator suspected that the two exercises produced a different level of activity in the muscle. Each of 16 subjects performed both exercise 1 and exercise 2, and the results are shown (for each subject, the order of the exercises was randomly assigned and sufficient rest time was provided between the two exercises).Which of the following is the most appropriate statistical test to use to determine the impact of the two difference exercises? Chi-squared test for independence Matched pairs t-test Two-sample t-test ANOVA Inference for regression

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Solution

The most appropriate statistical test to use in this scenario would be the Matched pairs t-test. This is because each subject performed both exercises, meaning the data is paired. The Matched pairs t-test is designed to compare the means of two dependent or paired groups to determine if there is a significant difference between them. In this case, the two exercises performed by the same subjects are the paired groups.

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