Appendix I: Results from Analyzing the Collection of Primary Data
Table1. Difference of Means Tests: Treatment Versus Control, standard deviations in parentheses under means and 2-tailed significance tests in parentheses under t-tests
|
|
Pretest Mean |
|
Independent Samples t-test |
Mean Difference |
Posttest Mean |
|
Independent Samples t-test |
Mean Difference |
N |
|
|
Trtmt |
Control |
|
|
Trtmt |
Control |
|
|
|
|
Entire Sample |
64.9128 (12.11) |
62.554 (12.57) |
1.101 (0.273) |
2.359 |
78.706 (6.08) |
74.981 (9.17) |
2.792* (0.006) |
3.725 |
133 |
|
Sem 1 |
60.533 (10.71) |
56.970 (13.96) |
0.988 (0.328) |
3.564 |
79.914 (5.87) |
74.221 (9.02) |
2.594* (0.013) |
5.694 |
47 |
|
Sem 2 |
63.442 (13.66) |
65.422 (10.09) |
-0.547 (0.587) |
-1.981 |
75.996 (6.19) |
75.768 (8.44) |
0.102 (0.919) |
0.227 |
44 |
|
Sem 3 |
70.823 (9.86) |
65.873 (11.73) |
1.485 (0.145) |
4.950 |
79.931 (5.60) |
74.947 (10.56) |
1.977* (0.055) |
4.984 |
42 |
Table 2: Ordinary Least Squares Regression Results, Dependent Variable: Posttest t-statistics are in parentheses.
|
Coefficient |
Entire Sample |
Semester 1 |
Semester 2 |
Semester 3 |
|
Treatment |
3.234 |
4.778 (1.68) |
-0.382 (-0.14) |
4.649 (1.67) |
|
Fall |
-0.986 (-0.63) |
n.a. |
n.a. |
n.a. |
|
Sex |
-0.539 (-0.40) |
1.619 (0.83) |
0.619 (0.21) |
4.352 (4.57) |
|
Age |
0.307 (1.67) |
-0.057 (-0.25) |
0.351 (1.31) |
1.307 (3.84) |
|
NonCBA |
-0.977 (-0.58) |
2.116 (0.60) |
-1.368 (-0.41) |
3.307 (1.08) |
|
Econmajor |
3.648 (2.07) |
2.321 (0.64) |
1.357 (0.42) |
5.680 (2.33) |
|
CumGPA |
2.511 (1.28) |
4.882 (1.83) |
2.411 (0.76) |
3.319 (1.17) |
|
Grade |
-1.876 (-1.32) |
-2.989 (-0.94) |
-1.103 (-0.48) |
3.896 (1.74) |
|
ACTEng |
-0.643 (-2.00) |
-0.985 (-1.66) |
-1.282 (-1.58) |
0.937 (1.43) |
|
ACTMth |
-0.374 (-1.28) |
-0.399 (-0.92) |
-1.495 (-2.81) |
0.723 (1.36) |
|
ACTComp |
1.030 (2.02) |
1.272 (1.53) |
2.953 (2.48) |
1.461 (1.57) |
|
Elective |
-0.764 (-0.20) |
n.a. |
1.234 (0.46) |
3.512 (0.31) |
|
Required |
-0.674 (-0.44) |
1.099 (0.30) |
0.370 (0.12) |
1.649 (0.65) |
|
Constant |
66.712 (10.55) |
69.979 (7.49) |
61.085 (6.72) |
46.519 (4.08) |
|
R-Squared |
0.1625 |
0.2628 |
0.2645 |
0.4416 |
|
N |
133 |
47 |
44 |
42 |
Source: author’s calculations.