Table 3.
Decomposition of direct and indirect effect | ||
APE | (SE) | |
Total effect | −0.166 | 0.036 |
Direct effect | −0.057 | 0.035 |
Indirect effect | −0.110 | — |
Contribution to indirect effect | ||
% | (Sig.) | |
Academic preparation | ||
HS GPA | 5.31 | * |
Completed calculus in HS | 0.39 | |
SAT (in 100s) | 0.00 | |
Expected a graduate degree | −1.97 | |
Expected a professional degree | −3.52 | |
First-year academic performance | ||
GPA | 39.86 | * |
Ever failed | 7.30 | * |
Ever withdrew | 3.89 | |
First-year integration | ||
Social integration scale | −0.07 | |
Academic integration scale | 0.10 | |
Lowered educational expectations | 12.71 | * |
Lived on campus | −0.92 | |
Disrupted enrollment patterns (first two years) | ||
Ever enrolled part time | −1.28 | |
Ever stopped out | 22.50 | * |
Type of transfer | ||
Horizontal | 3.22 | |
Downward | 4.65 |
Note. N = 7,570. No health impairment is omitted reference. Models include controls for institutional selectivity, demographic attributes, and the use of academic services in higher education. Results are presented as APE. Standard errors (SE) are presented in parentheses. SE of difference are not yet known for APE method (Kohler, Karlson, and Holm 2011). APE = average partial effect; HS = high school; GPA = grade point average. All the p values are based on two-tailed tests.
p < .05.