TABLE 3A.
Multilevel path model: Step 1 (boarding as predictor) and Step 2 (boarding, background attributes, and personality as predictors).
| Domain-general academic motivation and engagement |
Science motivation and achievement |
||||||||
| Positive motivation | Negative motivation | Positive engagement | Negative engagement | Positive motivation | Negative motivation | Positive engagement | Negative engagement | Achievement | |
|
Step 1 | |||||||||
| Level 1 (students) | |||||||||
| Boarding | 0.01 | 0.01 | 0.03 | −0.02 | −0.02 | 0.01 | 0.01 | 0.05** | −0.07*** |
| Level 2 (classrooms) | |||||||||
| Boarding | −0.33 | 0.09 | −0.29 | 0.24 | −0.32* | ||||
| Step 2 | |||||||||
| Level 1 (students) | |||||||||
| Boarding | 0.05** | −0.02 | 0.06*** | −0.06 | 0.01 | −0.02 | 0.02 | 0.03** | −0.04 |
| Age | −0.09** | 0.05* | −0.12*** | 0.19*** | −0.16*** | 0.04 | −0.16*** | 0.19*** | −0.04 |
| Gender (M/FM) | 0.01 | 0.01 | −0.05 | 0.05* | 0.01 | 0.06* | 0.01 | 0.03*** | −0.04 |
| Socio−econ status (SES) | 0.04 | −0.02 | 0.01 | −0.02 | −0.02 | 0.01 | −0.03 | 0.04 | −0.01 |
| Non−English Speaking (NESB) | 0.01 | 0.07*** | 0.03 | −0.01 | 0.01 | 0.03 | 0.03 | 0.02 | 0.04 |
| Indigenous | 0.01 | 0.01 | −0.01 | 0.04 | 0.01 | −0.02 | 0.01 | −0.02 | −0.03* |
| Parent education | 0.01 | 0.01 | −0.01 | 0.01 | 0.03 | 0.02 | −0.01 | −0.01 | 0.08*** |
| Prior achievement | 0.10*** | −0.14*** | 0.11*** | −0.11*** | 0.17*** | −0.20*** | 0.13*** | −0.19*** | 0.37*** |
| Neuroticism | −0.03* | 0.50*** | 0.05** | 0.31*** | −0.01 | 0.38*** | 0.01 | 0.11*** | −0.03 |
| Openness | 0.31*** | −0.02 | 0.22*** | −0.01 | 0.30*** | −0.08*** | 0.22*** | −0.19*** | 0.07 |
| Conscientiousness | 0.21*** | 0.01 | 0.34*** | −0.19*** | 0.11*** | −0.07 | 0.23*** | −0.19*** | 0.04 |
| Agreeableness | 0.14*** | −0.03 | 0.07* | 0.05*** | 0.07** | −0.02 | 0.05** | −0.06* | 0.03 |
| Extraversion | 0.05* | 0.05 | 0.07* | −0.02 | 0.01 | 0.05 | 0.06** | 0.04 | −0.09** |
| Level 2 (classrooms) | |||||||||
| Boarding | −0.21 | 0.16 | −0.34 | 0.12 | −0.26 | ||||
| Explained variance | |||||||||
| Step 1 Level 1 R2 | < 0.001 | <0.001 | < 0.01 | <0.001 | < 0.001 | <0.001 | < 0.001 | <0.01 | < 0.01 |
| Step 1 Level 2 R2 | 0.11 | < 0.01 | 0.08 | 0.06 | 0.10 | ||||
| Step 2 Level 1 R2 | 0.37*** | 0.30*** | 0.37*** | 0.22*** | 0.26*** | 0.25*** | 0.28*** | 0.25*** | 0.20*** |
| Step 2 Level 2 R2 | 0.04 | 0.03 | 0.12 | 0.02 | 0.07 | ||||
*p < 0.05, **p < 0.05, ***p < 0.001.