Table 5. The predictive power of all admissions criteria on each response from the Mentor Evaluation After Defense.
Classwork | Drive | Experimental Design | Technical Ability | Reading Literature | Output | Writing | Leadership | Trajectory | Overall | |
---|---|---|---|---|---|---|---|---|---|---|
GRE Quantitative | -0.06 | 0.02 | -0.07 | -0.09 | -0.01 | -0.01 | -0.04 | 0.03 | 0.04 | 0.00 |
[-0.22, 0.09] | [-0.15, 0.19] | [-0.24, 0.10] | [-0.25, 0.07] | [-0.18, 0.15] | [-0.18, 0.15] | [-0.20, 0.12] | [-0.14, 0.19] | [-0.13, 0.21] | [-0.17, 0.16] | |
GRE Verbal | -0.29*** | 0.10 | -0.01 | 0.13 | -0.17* | -0.04 | -0.17* | 0.00 | 0.02 | 0.04 |
[-0.43, -0.14] | [-0.06, 0.26] | [-0.17, 0.15] | [-0.02, 0.29] | [-0.32, -0.01] | [-0.20, 0.12] | [-0.32, -0.01] | [-0.15, 0.16] | [-0.14, 0.18] | [-0.12, 0.20] | |
GRE Writing | -0.03 | -0.06 | 0.07 | -0.03 | 0.01 | -0.12 | -0.03 | -0.17* | -0.08 | -0.05 |
[-0.18, 0.11] | [-0.22, 0.10] | [-0.09, 0.23] | [-0.18, 0.12] | [-0.15, 0.16] | [-0.28, 0.04] | [-0.18, 0.13] | [-0.33, 0.01] | [-0.23, 0.08] | [-0.21, 0.10] | |
Undergraduate GPA | -0.15* | 0.02 | -0.04 | -0.10 | -0.10 | -0.03 | -0.16* | -0.07 | -0.04 | -0.09 |
[-0.29, -0.01] | [-0.13, 0.17] | [-0.19, 0.10] | [-0.24, 0.04] | [-0.25, 0.04] | [-0.18, 0.12] | [-0.30, -0.01] | [-0.22, -0.08] | [-0.19, 0.11] | [-0.24, 0.06] | |
Undergraduate Inst. Selectivity | 0.15* | 0.01 | 0.18* | 0.11 | 0.10 | 0.10 | 0.10 | 0.04 | 0.14 | 0.17* |
[0.01, 0.29] | [-0.14, 0.17] | [0.03, 0.33] | [-0.04, 0.26] | [-0.05, 0.25] | [-0.05, 0.25] | [-0.04, 0.25] | [-0.11, 0.19] | [-0.02, 0.29] | [0.02, 0.33] | |
Prior Advanced Degree | 0.26 | 0.47 | 0.21 | 0.73* | 0.16 | 0.21 | 0.25 | 0.78* | 0.49 | 0.60 |
[-0.36, 0.88] | [-0.21, 1.15] | [-0.46, 0.88] | [0.07, 1.38] | [-0.50, 0.83] | [-0.46, 0.88] | [-0.39, 0.89] | [0.11, 1.44] | [-0.18, 1.16] | [-0.07, 1.26] | |
Underrepresented Minority | 0.11 | 0.04 | 0.36 | 0.40 | 0.00 | 0.03 | 0.40 | 0.44 | 0.24 | 0.21 |
[-0.39, 0.62] | [-0.52, 0.59] | [-0.19, 0.90] | [-0.13, 0.93] | [-0.54, 0.54] | [-0.52, 0.57] | [-0.13, 0.92] | [-0.11, 0.98] | [-0.31, 0.78] | [-0.34, 0.75] | |
International | 0.44 | -0.13 | 0.22 | 0.40 | 0.70* | -0.06 | 0.21 | -0.19 | -0.05 | 0.16 |
[-0.18, 1.07] | [-0.81, 0.56] | [-0.45, 0.89] | [-0.26, 1.05] | [0.03, 1.37] | [-0.73, 0.62] | [-0.44, 0.85] | [-0.86, 0.48] | [-0.72, 0.63] | [-0.51, 0.83] | |
Female | 0.00 | 0.01 | 0.26 | 0.14 | 0.17 | 0.00 | -0.15 | -0.03 | 0.13 | 0.17 |
[-0.26, 0.27] | [-0.28, 0.30] | [-0.03, 0.55] | [-0.14, 0.42] | [-0.12, 0.45] | [-0.29, 0.29] | [-0.43, 0.12] | [-0.32, 0.25] | [-0.16, 0.42] | [-0.11, 0.46] | |
R-Squared | 0.15 | -0.03 | 0.02 | 0.06 | 0.02 | 0.00 | 0.09 | 0.01 | 0.01 | 0.01 |
Observations | 210 | 210 | 210 | 210 | 210 | 210 | 210 | 210 | 210 | 210 |
Standardized regression coefficients and 95% confidence intervals are reported for continuous variables. Coefficients on the binary variables are shaded gray and report the standard deviation change in the outcome by moving from 0 to 1 on the binary variable. Cohort fixed effects are included for each model. Adjusted R-squared is presented for each model.
*p < .05.
**p < .01.
***p < .001.