Table 3

Research model results of HLM

Fixed effectMathematicsLiteracyScience
Constant305.08***
(4.80)
330.76***
(3.73)
324.72***
(2.98)
Teacher quality
Teacher educational qualification44.07***
(12.35)
35.26***
(9.97)
24.14**
(8.77)
Teaching experience0.45
(0.60)
0.47
(0.47)
0.29
(0.37)
TPD16.98
(18.41)
17.70
(13.86)
14.11
(12.43)
TPD2−19.69
(12.04)
−14.58†
(7.81)
−13.20†
(7.16)
TPD34.09
(14.55)
1.03
(9.98)
4.28
(9.16)
TPD40.47
(11.81)
3.79
(10.44)
−1.91
(9.95)
TPD5−30.96†
(17.47)
−18.46
(16.16)
−16.56
(14.31)
TPD655.72**
(20.83)
35.04†
(18.29)
29.77†
(16.55)
School level control variables
Location size8.35***
(2.48)
6.85***
(1.83)
4.34**
(1.62)
School size0.00
(0.00)
0.00
(0.00)
0.00
(0.00)
Class size0.69***
(0.20)
0.45**
(0.16)
0.44**
(0.14)
Basic infrastructure4.83†
(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)
ESCS7.36***
(1.52)
3.08**
(1.13)
2.44*
(1.06)
Random effect
χ2708.01***628.03***672.52***
School variance515.93300.13226.54
Student variance4113.922900.342049.65
ICC0.11140.09380.0952

Note(s):p < 0.1, *p < 0.05, **p < 0.01, ***p < 0.001

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