ANOVA Analysis of Student Major
The SPSS output that include ANOVA, Descriptive and the Means Plot is as follows:
Math quiz
Sum of Squares
df
Mean Square
F
Sig.
Between Groups
Within Groups
Total
The ANOVA is completed to test whether the student from different disciplines perform differently in math quiz. The study completes the analysis by comparing scores of students in majors such as pre-med, psychology, economics, sociology and biology. The study tests the group of student to ascertain if their major has a significant effect to math performances. The significant level is t p
The output Post Hoc Tests is as follows:
Multiple Comparisons
Dependent Variable: Mathquiz
Tukey HSD
(I) Major
(J) Major
Mean Difference (I-J)
Std. Error
Sig.
95% Confidence Interval
Lower Bound
Upper Bound
1
2
-1.448
2.705
.983
-9.00
6.10
3
5.389
2.781
.306
-2.37
13.15
4
1.600
3.209
.987
-7.36
10.56
5
-5.775
3.712
.530
-16.13
4.58
2
1
1.448
2.705
.983
-6.10
9.00
3
6.837
2.893
.136
-1.24
14.91
4
3.048
3.307
.888
-6.18
12.28
5
-4.327
3.797
.785
-14.92
6.27
3
1
-5.389
2.781
.306
-13.15
2.37
2
-6.837
2.893
.136
-14.91
1.24
4
-3.789
3.369
.793
-13.19
5.61
5
-11.164*
3.851
.038
-21.91
-.42
4
1
-1.600
3.209
.987
-10.56
7.36
2
-3.048
3.307
.888
-12.28
6.18
3
3.789
3.369
.793
-5.61
13.19
5
-7.375
4.171
.399
-19.02
4.27
5
1
5.775
3.712
.530
-4.58
16.13
2
4.327
3.797
.785
-6.27
14.92
3
11.164*
3.851
.038
.42
21.91
4
7.375
4.171
.399
-4.27
19.02
*. The mean difference is at the 0.05 significant level.
Descriptives
Mathquiz
N
Mean
Std. Deviation
Std. Error
95% Confidence Interval for Mean
Minimum
Maximum
Lower Bound
Upper Bound
1
25
29.60
8.940
1.788
25.91
33.29
13
49
2
21
31.05
8.182
1.785
27.32
34.77
14
47
3
19
24.21
10.401
2.386
19.20
29.22
9
44
4
12
28.00
10.436
3.013
21.37
34.63
11
42
5
8
35.38
6.301
2.228
30.11
40.64
28
45
Total
85
29.07
9.480
1.028
27.03
31.12
9
49
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