Exercise is known to produce positive psychological effects. Interestingly, not all exercise is equally effective. It turns out that exercising in a natural environment (e.g., jogging in the woods) produces better psychological outcomes than exercising in urban environments or in homes (Mackay & Neill, 2010). Suppose that a sports psychologist is interested in testing whether there is a difference between exercise in nature and exercise in the lab with respect to post-exercise anxiety levels. The researcher recruits n=7 participants who exercise in the lab and exercise on a nature trail. The data below represent the anxiety scores that were measured after each exercise session. Treat the data as if the scores are from an independent-measures study using two separate samples, each with n=7 participants. Compute the pooled variance, the estimated standard error for the mean difference, and the independent-measures t statistic. α=0.05, is there a significant difference between the two sets of scores?Now assume that the data are from a repeated measures study using the same sample of n=7 participants in both treatment conditions. Compute the variance for the sample of difference scores, the estimated standard error for the mean difference, and the repeated-measures t statistic. Using α=0.05, is there a significant difference between the two sets of scores? Anxiety afterExercisingin LabAnxiety afterExercisingin NatureParticipantA328B66685248D4837E5244F48385244

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MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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Exercise is known to produce positive psychological effects. Interestingly, not all exercise is equally effective. It turns out that exercising in a natural environment (e.g., jogging in the woods) produces better psychological outcomes than exercising in urban environments or in homes (Mackay & Neill, 2010). Suppose that a sports psychologist is interested in testing whether there is a difference between exercise in nature and exercise in the lab with respect to post-exercise anxiety levels. The researcher recruits n=7 participants who exercise in the lab and exercise on a nature trail. The data below represent the anxiety scores that were measured after each exercise session.

Treat the data as if the scores are from an independent-measures study using two separate samples, each with n=7 participants. Compute the pooled variance, the estimated standard error for the mean difference, and the independent-measures t statistic. α=0.05, is there a significant difference between the two sets of scores?
Now assume that the data are from a repeated measures study using the same sample of n=7 participants in both treatment conditions. Compute the variance for the sample of difference scores, the estimated standard error for the mean difference, and the repeated-measures t statistic. Using α=0.05, is there a significant difference between the two sets of scores?

Anxiety after
Exercising
in Lab
Anxiety after
Exercising
in Nature
Participant
A
32
8
B
66
68
52
48
D
48
37
E
52
44
F
48
38
52
44

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