In: Statistics and Probability
Over the summer, you are interning at a medical clinic. The clinic tells you about a study
they recently ran to investigate how effective group therapy is for treating depression. The
clinic is so busy, they haven’t analyzed the results yet. You are feeling extra confident after
passing PHLS 451, so you offer to analyze their data!
The clinic randomly assigned 20 people to two conditions: group therapy or control. The
two groups are independent. After one month in group therapy or in the control
condition, participants rated their depression levels. The clinic asks you to use an alpha
level of 0.01 when analyzing the results.
Groups Therapy Depression Levels | Control Depression Levels |
2 | 5 |
4 | 4 |
1 | 4 |
2 | 3 |
1 | 3 |
2 | 5 |
3 | 3 |
3 | 4 |
1 | 3 |
2 | 4 |
a.
Write your alternative and null hypotheses.
b.
Run your statistical analysis using SPSS. Summarize your results and conclusion
(i.e. include all three parts)
a)
H0: There is no significance difference between Groups Therapy Depression Levels and Control Depression Levels
H1: There is significance difference between Groups Therapy Depression Levels and Control Depression Levels
Let the los be alpha = 5%
b) From SPSS output
Test Statistic t = -2.85
P-value = 0.000
Here p-value < alpha 0.01 so we reject H0
Thus we conclude that there is significance difference between Groups Therapy Depression Levels and Control Depression Levels