TABLE 6.
Results of multivariate regressions predicting student outcomes by interaction classa
| Academic development | Institutional commitment | Degree completion | ||||
|---|---|---|---|---|---|---|
| B (SE) | p | B (SE) | p | B (SE) | p | |
| Class 1 vs. 4 | 0.133 (0.103) | 0.198 | 0.073 (0.116) | 0.530 | 0.048 (0.050) | 0.343 |
| Class 2 vs. 4 | 0.025 (0.110) | 0.824 | −0.060 (0.112) | 0.596 | 0.039 (0.050) | 0.436 |
| Class 3 vs. 4 | −0.290 (0.155) | 0.061 | −0.405 (0.146) | 0.006** | −0.068 (0.090) | 0.448 |
| Class 1 vs. 3 | 0.423 (0.154) | 0.006** | 0.477 (0.141) | 0.001** | 0.116 (0.075) | 0.121 |
| Class 2 vs. 3 | 0.314 (0.144) | 0.029* | 0.345 (0.134) | 0.010* | 0.107 (0.073) | 0.144 |
| Class 1 vs. 2 | 0.108 (0.046) | 0.017* | 0.132 (0.059) | 0.024* | 0.009 (0.027) | 0.753 |
| Sense of belonging | Interest in faculty career | Research self-efficacy | ||||
|---|---|---|---|---|---|---|
| B (SE) | p | B (SE) | p | B (SE) | p | |
| Class 1 vs. 4 | 0.446 (0.389) | 0.252 | 0.249 (0.176) | 0.158 | 0.138 (0.130) | 0.289 |
| Class 2 vs. 4 | −0.263 (0.431) | 0.541 | 0.084 (0.143) | 0.558 | 0.058 (0.138) | 0.672 |
| Class 3 vs. 4 | −0.839 (0.663) | 0.206 | 0.172 (0.229) | 0.453 | −0.004 (0.159) | 0.981 |
| Class 1 vs. 3 | 1.284 (0.534) | 0.016* | 0.077 (0.168) | 0.648 | 0.141 (0.158) | 0.372 |
| Class 2 vs. 3 | 0.576 (0.524) | 0.272 | −0.088 (0.170) | 0.604 | 0.062 (0.146) | 0.672 |
| Class 1 vs. 2 | 0.709 (0.275) | 0.010* | 0.165 (0.111) | 0.137 | 0.079 (0.085) | 0.353 |
| Research skills | Research productivity | |||||
|---|---|---|---|---|---|---|
| B (SE) | p | B (SE) | p | OR | ||
| Class 1 vs. 4 | 1.284 (1.827) | 0.482 | 0.862 (0.532) | 0.105 | 2.369 | |
| Class 2 vs. 4 | 0.881 (1.808) | 0.626 | 0.247 (0.570) | 0.665 | 1.280 | |
| Class 3 vs. 4 | 2.884 (2.654) | 0.277 | −1.016 (0.810) | 0.209 | 0.362 | |
| Class 1 vs. 3 | −1.600 (2.326) | 0.492 | 1.879 (0.765) | 0.014* | 6.545 | |
| Class 2 vs. 3 | −2.003 (2.450) | 0.414 | 1.263 (0.832) | 0.129 | 3.537 | |
| Class 1 vs. 2 | 0.403 (1.167) | 0.730 | 0.616 (0.296) | 0.037* | 1.851 | |
aOR, Odds ratio. Class 1: Faculty and Peer: Academic and Social/Personal; class 2: Peer Only: Academic and Social/Personal; class 3: Peer Only: Social/Personal; class 4: Faculty and Peer: Field-Related Academic. For research productivity, logistic regressions analyses were performed; B, unstandardized coefficient; SE, standard error.
*p < 0.05.
**p < 0.01.