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Best one, two, and three variable models
| Model | Model R2 | Predictor | Beta |
| One variable model | .14 | Desire for learning | .369 |
| Two variable model | .19 | Desire for learning | .333 |
| .19 | Highest degree held | .241 | |
| Three variable model | .23 | Desire for learning | .282 |
| .23 | Highest degree held | .236 | |
| .23 | Practicality | .187 |
Note: The F statistic for each of the 3 models was significant at the .05 level. The t statistic for each parameter was significant at the .05 level.
