In: Statistics and Probability
Instructions You are responsible for analyzing the results of a study comparing two ulcer therapies involving 43 participants. Here is the data output from a t-test analysis:
The study compares two ulcer therapies (A and B) with three variables: time of last visit in months, age in years and duration of disease. Write a persuasive report type essay.
Describe the statistical test and the reason for using it. Briefly describe the summary statistics of the participants. What conclusions can you draw and what recommendations could you provide based on this information?
* my professor said there are three t test analyses, how can I obtain the t values or draw a conclusion from the data provided on SPSS?
Group Statistics
Treatment Group |
N |
Mean |
Std Deviation |
Std Error Mean |
|
Time of last |
A |
19 |
9.74 |
3.557 |
.816 |
visit in months |
B |
24 |
10.96 |
2.216 |
.452 |
Age in |
A |
19 |
50.74 |
16.993 |
3.898 |
Years |
B |
24 |
51.17 |
16.325 |
3.332 |
Duration of |
A |
19 |
1.32 |
.478 |
.110 |
Disease |
B |
24 |
1.25 |
.442 |
.090 |
The statistical test is the Independent Samples t-test for two means.
For the first t-test for Time of last visit in months:
A | B | |
9.74 | 10.96 | mean |
3.557 | 2.216 | std. dev. |
19 | 24 | n |
41 | df | |
-1.22000 | difference (A - B) | |
8.30940 | pooled variance | |
2.88260 | pooled std. dev. | |
0.88519 | standard error of difference | |
0 | hypothesized difference | |
-1.378 | t | |
.1756 | p-value (two-tailed) |
Therefore, we can conclude that there is no significant difference between the means of A and B for the Time of last visit in months.
For the second t-test for Age in Years:
A | B | |
50.74 | 51.17 | mean |
16.993 | 16.325 | std. dev. |
19 | 24 | n |
41 | df | |
-0.43000 | difference (A - B) | |
276.27674 | pooled variance | |
16.62157 | pooled std. dev. | |
5.10416 | standard error of difference | |
0 | hypothesized difference | |
-0.084 | t | |
.9333 | p-value (two-tailed) |
Therefore, we can conclude that there is no significant difference between the means of A and B for Age in Years.
For the third t-test for Duration of Disease:
A | B | ||
1.32 | 1.25 | mean | |
0.478 | 0.442 | std. dev. | |
19 | 24 | n | |
41 | df | ||
0.07000 | difference (A - B) | ||
0.20990 | pooled variance | ||
0.45815 | pooled std. dev. | ||
0.14069 | standard error of difference | ||
0 | hypothesized difference | ||
0.498 | t | ||
.6215 | p-value (two-tailed) |
Therefore, we can conclude that there is no significant difference between the means of A and B for the Duration of Disease.