In: Statistics and Probability
A researcher conducts an independent-measures study examining the effectiveness of a group exercise program at an assisted living facility for elderly adults. One group of residents is selected to participate in the program, and a second group serves as a control. After 6 weeks, the researcher records a combined score measuring balance and strength for each individual. The data are as follows: (9 POINTS)
Control |
Exercise |
n = 10 |
n = 15 |
M = 12 |
M = 15.5 |
SS = 120.5 |
SS = 190.0 |
1) Does the exercise program have a significant effect? Use a two-tailed test with an alpha level of .05. Be sure to state your null hypothesis, and make an overall conclusion including an APA style statement.
2) If necessary, compute Cohen’s d to measure the size of the treatment effect.
Answer:-
Given That:-
A researcher conducts an independent-measures study examining the effectiveness of a group exercise program at an assisted living facility for elderly adults. One group of residents is selected to participate in the program, and a second group serves as a control. After 6 weeks, the researcher records a combined score measuring balance and strength for each individual.
a. Does the exercise program have a significant effect? Use an alpha level of .05, two tails.
Here we have
Hypotheses are:
Following is the output of t test:
The p-value is:
p-value = 0.0287
Since p-value is less than 0.05 so we reject the null hypothesis. That is we can conclude that the exercise program have a significant effect.
b. Compute Cohen's d to measure the size of the treatment effect.
The cohen's d is
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