Taxonomy of Fitted Multilevel Models for Change in Which Intern N2 Score is Modeled as a Function of Semester in Internship, Gender, and Verbal GRE Score (n of participants = 82; n of waves of longitudinal data = 3)
| Parameter | Model A | Model B | Model C | Model D | ||
|---|---|---|---|---|---|---|
| Fixed Effects: | ||||||
| Initial | Intercept | γ00 | 41.20*** | 37.61*** | 41.20*** | 34.55*** |
| Status | (1.55) | (3.38) | (1.44) | (2.99) | ||
| FAMALE | γ01 | 4.52 | 8.40* | |||
| (3.80) | (3.33) | |||||
| GREV | γ02 | 0.06*** | 0.06*** | |||
| (0.01) | (0.02) | |||||
| Rate of | Intercept | γ10 | 1.34* | 0.59 | 1.34* | 1.76* |
| change | (0.58) | (1.28) | (0.69) | (0.69) | ||
| FEMALE | γ11 | 0.94 | ||||
| (1.44) | ||||||
| GREV | γ12 | 0.01~ | ||||
| (0.01) | ||||||
| Variance Components: | ||||||
| Level-1: | Within-person | σ2ε | 39.15*** | 39.05*** | 39.16*** | 39.05*** |
| (6.22) | (6.22) | (6.22) | (6.20) | |||
| Level-2: | In initial status | σ20 | 164.91*** | 161.53*** | 138.09*** | 128.71*** |
| (31.28) | (30.75) | (27.16) | (25.74) | |||
| In rate of change | σ21 | 7.44~ | 7.39~ | 7.18~ | 7.52~ | |
| (5.29) | (5.26) | (5.26) | (5.29) | |||
| Goodness of fit: | ||||||
| –2LL | 1,804.2 | 1,801.6 | 1,792.2 | 1,786.8 |
| Parameter | Model A | Model B | Model C | Model D | ||
|---|---|---|---|---|---|---|
| Fixed Effects: | ||||||
| Initial | Intercept | γ00 | 41.20 | 37.61 | 41.20 | 34.55 |
| Status | (1.55) | (3.38) | (1.44) | (2.99) | ||
| γ01 | 4.52 | 8.40 | ||||
| (3.80) | (3.33) | |||||
| γ02 | 0.06 | 0.06 | ||||
| (0.01) | (0.02) | |||||
| Rate of | Intercept | γ10 | 1.34 | 0.59 | 1.34 | 1.76 |
| change | (0.58) | (1.28) | (0.69) | (0.69) | ||
| γ11 | 0.94 | |||||
| (1.44) | ||||||
| γ12 | 0.01 | |||||
| (0.01) | ||||||
| Variance Components: | ||||||
| Level-1: | Within-person | σ2ε | 39.15 | 39.05 | 39.16 | 39.05 |
| (6.22) | (6.22) | (6.22) | (6.20) | |||
| Level-2: | In initial status | σ20 | 164.91 | 161.53 | 138.09 | 128.71 |
| (31.28) | (30.75) | (27.16) | (25.74) | |||
| In rate of change | σ21 | 7.44 | 7.39 | 7.18 | 7.52 | |
| (5.29) | (5.26) | (5.26) | (5.29) | |||
| Goodness of fit: | ||||||
| –2LL | 1,804.2 | 1,801.6 | 1,792.2 | 1,786.8 |
Note: FEMALE = 1 for females and 0 for males. Verbal GRE score (GREV) is centered on its sample average. The model was estimated using full ML, SAS PROC MIXED.
~p <.1.
*p<.05.
**p<. 01.
***p<.001.
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