Research model results of HLM
| Fixed effect | Mathematics | Literacy | Science |
|---|---|---|---|
| Constant | 305.08*** (4.80) | 330.76*** (3.73) | 324.72*** (2.98) |
| Teacher quality | |||
| Teacher educational qualification | 44.07*** (12.35) | 35.26*** (9.97) | 24.14** (8.77) |
| Teaching experience | 0.45 (0.60) | 0.47 (0.47) | 0.29 (0.37) |
| TPD1 | 6.98 (18.41) | 17.70 (13.86) | 14.11 (12.43) |
| TPD2 | −19.69 (12.04) | −14.58† (7.81) | −13.20† (7.16) |
| TPD3 | 4.09 (14.55) | 1.03 (9.98) | 4.28 (9.16) |
| TPD4 | 0.47 (11.81) | 3.79 (10.44) | −1.91 (9.95) |
| TPD5 | −30.96† (17.47) | −18.46 (16.16) | −16.56 (14.31) |
| TPD6 | 55.72** (20.83) | 35.04† (18.29) | 29.77† (16.55) |
| School level control variables | |||
| Location size | 8.35*** (2.48) | 6.85*** (1.83) | 4.34** (1.62) |
| School size | 0.00 (0.00) | 0.00 (0.00) | 0.00 (0.00) |
| Class size | 0.69*** (0.20) | 0.45** (0.16) | 0.44** (0.14) |
| Basic infrastructure | 4.83† (2.55) | 3.09 (1.91) | 2.49 (1.95) |
| Student level control variables | |||
| Gender (Male = 1, Female = 2) | 2.50 (2.83) | −15.32*** (2.14) | −2.76 (0.178) |
| ESCS | 7.36*** (1.52) | 3.08** (1.13) | 2.44* (1.06) |
| Random effect | |||
| χ2 | 708.01*** | 628.03*** | 672.52*** |
| School variance | 515.93 | 300.13 | 226.54 |
| Student variance | 4113.92 | 2900.34 | 2049.65 |
| ICC | 0.1114 | 0.0938 | 0.0952 |
| Fixed effect | Mathematics | Literacy | Science |
|---|---|---|---|
| Constant | 305.08*** | 330.76*** | 324.72*** |
| Teacher educational qualification | 44.07*** | 35.26*** | 24.14** |
| Teaching experience | 0.45 | 0.47 | 0.29 |
| TPD1 | 6.98 | 17.70 | 14.11 |
| TPD2 | −19.69 | −14.58† | −13.20† |
| TPD3 | 4.09 | 1.03 | 4.28 |
| TPD4 | 0.47 | 3.79 | −1.91 |
| TPD5 | −30.96† | −18.46 | −16.56 |
| TPD6 | 55.72** | 35.04† | 29.77† |
| Location size | 8.35*** | 6.85*** | 4.34** |
| School size | 0.00 | 0.00 | 0.00 |
| Class size | 0.69*** | 0.45** | 0.44** |
| Basic infrastructure | 4.83† | 3.09 | 2.49 |
| Gender (Male = 1, Female = 2) | 2.50 | −15.32*** | −2.76 |
| ESCS | 7.36*** | 3.08** | 2.44* |
| Random effect | |||
| 708.01*** | 628.03*** | 672.52*** | |
| School variance | 515.93 | 300.13 | 226.54 |
| Student variance | 4113.92 | 2900.34 | 2049.65 |
| ICC | 0.1114 | 0.0938 | 0.0952 |
Note(s): †p < 0.1, *p < 0.05, **p < 0.01, ***p < 0.001
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