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. 2023 Jun 1;9(6):e16840. doi: 10.1016/j.heliyon.2023.e16840

Table 3.

Balancing test for the allocation of educational resources across classes within schools.

(1)
(2)
(3)
(4)
(5)
(6)
(7)
(8)
(9)
Average student age Proportion of boys Average cognitive ability test score Average birth order Average number of siblings Average years of paternal education Average years of maternal education Prop. Of classmates with rural “Hukou” Prop. Of classmates with “above average” household income
Class size 0.078 (0.068) −0.001 (0.001) −0.010 (0.019) −0.007 (0.005) −0.012 (0.008) −0.008 (0.022) −0.006 (0.028) −0.003 (0.005) −0.005 (0.005)
Teacher's: Age −0.025 (0.055) 0.003 (0.002) 0.007 (0.011) −0.003 (0.005) −0.003 (0.007) −0.005 (0.023) −0.010 (0.027) −0.003 (0.005) −0.003 (0.002)
Gender 0.132 (0.514) −0.005 (0.017) −0.077 (0.130) 0.038 (0.036) 0.047 (0.061) −0.274 (0.176) 0.009 (0.218) 0.018 (0.033) −0.019 (0.019)
Education −0.229 (0.258) −0.004 (0.006) −0.013 (0.053) 0.001 (0.018) 0.017 (0.026) −0.035 (0.101) 0.114 (0.124) 0.005 (0.014) −0.003 (0.010)
Teaching experience 0.048 (0.038) −0.001 (0.001) 0.001 (0.007) 0.002 (0.003) 0.001 (0.005) −0.006 (0.014) 0.003 (0.016) 0.002 (0.003) 0.002 (0.001)
Total number of classes taught 0.124 (0.218) −0.003 (0.005) −0.020 (0.033) 0.005 (0.014) −0.001 (0.019) −0.108 (0.091) −0.155 (0.102) −0.011 (0.021) 0.005 (0.005)
Weekly hours spent teaching 0.028 (0.054) −0.004 (0.003) 0.015 (0.016) 0.003 (0.005) 0.006 (0.007) −0.034 (0.031) −0.030 (0.033) 0.004 (0.004) 0.003 (0.005)
Weekly hours spent planning lessons 0.031 (0.053) 0.001 (0.001) 0.000 (0.009) −0.001 (0.004) −0.003 (0.004) 0.008 (0.014) −0.014 (0.020) 0.004 (0.003) 0.005** (0.002)
Weekly hours spent grading homework −0.072*** (0.020) −0.000 (0.001) −0.002 (0.006) 0.003 (0.002) 0.005 (0.003) 0.002 (0.011) 0.009 (0.014) 0.001 (0.002) −0.001 (0.001)
Graduated from teacher-training schools/majors 0.381 (0.669) −0.022 (0.024) 0.020 (0.165) −0.038 (0.065) −0.011 (0.087) −0.232 (0.320) −0.206 (0.470) −0.015 (0.041) 0.022 (0.036)
Received awards −0.046 (0.207) 0.011 (0.009) −0.034 (0.049) −0.013 (0.016) 0.015 (0.020) 0.122 (0.079) 0.061 (0.111) −0.008 (0.011) −0.013 (0.008)
Backbone teacher −0.072 (0.410) 0.008 (0.014) −0.005 (0.113) −0.009 (0.040) −0.084 (0.057) −0.167 (0.186) 0.159 (0.225) −0.041 (0.039) −0.009 (0.022)
School fixed effects Yes Yes Yes Yes Yes Yes Yes Yes Yes
Constant 154.700*** (4.359) 0.601*** (0.145) 0.487 (1.042) 1.951*** (0.442) 1.241** (0.608) 12.826*** (1.765) 9.903*** (2.173) 0.556 (0.335) 1.125*** (0.288)
N 98 98 98 98 98 98 98 98 98
R2 0.971 0.913 0.840 0.906 0.940 0.971 0.967 0.958 0.916

Notes: Analyses reported in this table are performed at the class level. Standard errors in parentheses. **p < 0.05, ***p < 0.01.