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. 2019 Winter;18(4):ar59. doi: 10.1187/cbe.19-05-0089

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.