An IERI – International Educational Research Institute Journal
 | Model I | Model II | Model III | ||||||
---|---|---|---|---|---|---|---|---|---|
B | SE B | β | B | SE B | β | B | SE B | β | |
Urban | |||||||||
 Student-related | |||||||||
  Constant | 160,75 | 23,55 |  | 269,46 | 23,15 |  | 209,70 | 36,08 |  |
  Gender | 5.56 | 2.5 | 0.03* | 4.87 | 2.46 | 0.03* | 4.37 | 2.47 | 0.03 |
  Often speak language of test at home | 5.56 | 3.45 | 0.04 | 3.99 | 3 | 0.03 | 5.14 | 2.88 | 0.04 |
  About how often absent from school | − 13.1 | 2.41 | − 0.14* | − 12.05 | 2.28 | − 0.13* | − 11.84 | 2.24 | − 0.13* |
  Student attended preschool | 14.24 | 2.55 | 0.16* | 1.86 | 2.37 | 0.02 | 0 | 2.45 | 0 |
  Early numeracy tasks | 6.57 | 0.86 | 0.16* | 4.53 | 0.8 | 0.11* | 4.38 | 0.79 | 0.11* |
  Students sense of school belonging | 2.63 | 1.25 | 0.06* | 2.47 | 1.04 | 0.05* | 2.16 | 0.99 | 0.05* |
  Student bullying | − 2.26 | 0.9 | − 0.05* | − 2 | 0.91 | − 0.05* | − 2.01 | 0.89 | − 0.05* |
  Students like learning math | 3.35 | 1.53 | 0.06* | 1.18 | 1.43 | 0.02 | 0.77 | 1.35 | 0.01 |
  Engaging teaching in math lessons | 1.36 | 1.24 | 0.03 | 0.4 | 1.18 | 0.01 | 0.01 | 1.1 | 0 |
  Students confident in math | 15.6 | 1.09 | 0.38* | 13.05 | 1.01 | 0.32* | 12.88 | 1.02 | 0.32* |
 Family-related | |||||||||
  Parents’ highest education level |  |  |  | 16.69 | 1.64 | 0.28* | 13.14 | 1.82 | 0.22* |
  Parents’ highest occupation level |  |  |  | 3.53 | 1.01 | 0.06* | 2.96 | 0.92 | 0.05* |
  Early numeric activities before school |  |  |  | 4.64 | 1.13 | 0.11* | 4.41 | 1.1 | 0.10* |
  Parents perceptions of school perf |  |  |  | − 0.36 | 0.92 | − 0.01 | − 1.26 | 0.86 | − 0.03 |
  Parent attitude towards math and science |  |  |  | − 1.01 | 1.08 | − 0.02 | − 0.07 | 1.03 | 0 |
 School-related | |||||||||
  School emphasize on academic success |  |  |  |  |  |  | 3.09 | 1.4 | 0.07* |
  Instruction affluent by math resource |  |  |  |  |  |  | 0.58 | 1.7 | 0.01 |
  School discipline problems |  |  |  |  |  |  | − 3.97 | 1.46 | − 0.10* |
  School composition by students background |  |  |  |  |  |  | − 7.02 | 3.81 | − 0.07 |
 Adjusted R2 |  |  | 0.31 |  |  | 0.41 |  |  | 0.44 |
 ΔR2 |  |  | 0.31 |  |  | 0.1 |  |  | 0.04 |
 F |  | 107,99 |  | 77,44 |  | 23,03 | |||
Suburban | |||||||||
 Student-related | |||||||||
  Constant | 44.28 | 42.22 |  | 169.17 | 33.95 |  | 83.42 | 71.72 |  |
  Gender | 1.27 | 5.37 | 0.01 | 0.06 | 4.48 | 0 | − 1.67 | 4.59 | − 0.01 |
  Often speak language of test at home | 3.45 | 4.91 | 0.03 | 2.62 | 4.27 | 0.02 | 2.15 | 3.89 | 0.02 |
  About how often absent from school | − 21.52 | 3.42 | − 0.23* | − 17.61 | − 2.82 | − 0.19* | − 18.66 | − 3.33 | − 0.20* |
  Student attended preschool | 2.27 | 4.41 | 0.02 | − 4.28 | 2.63 | − 0.04 | − 2.61 | 2.72 | − 0.02 |
  Early numeracy tasks | 9.47 | 1.58 | 0.22* | 4.66 | 1.55 | 0.11* | 4.68 | 1.57 | 0.11* |
  Students sense of school belonging | 1.96 | 1.85 | 0.04 | 1.08 | 1.73 | 0.02 | 0.32 | 1.65 | 0.01 |
  Student bullying | − 5.16 | 1.99 | − 0.11* | − 5.23 | − 1.59 | − 0.11* | − 4.43 | 1.57 | − 0.09* |
  Students like learning math | − 2.13 | 3.58 | − 0.03 | 1.86 | 2.68 | 0.03 | 1.8 | 2.67 | 0.03 |
  Engaging teaching in math lessons | 6.24 | 1.98 | 0.12* | 3.6 | 1.64 | 0.07* | 3.35 | 1.82 | 0.06 |
  Students confident in math | 15.59 | 1.74 | 0.31* | 12.3 | 1.49 | 0.25* | 12.37 | 1.47 | 0.25* |
 Family-related | |||||||||
  Parents’ highest education level |  |  |  | 21.56 | 2.43 | 0.29* | 20.1 | 3.18 | 0.27* |
  Parents’ highest occupation level |  |  |  | 5.39 | 2.36 | 0.07* | 5.13 | 2.32 | 0.07* |
  Early numeric activities before school |  |  |  | 7.03 | 1.48 | 0.17* | 6.08 | 1.6 | 0.15* |
  Parents perceptions of school perf |  |  |  | 0.34 | 1.61 | 0.01 | − 0.52 | 1.66 | − 0.01 |
  Parent attitude towards math and science |  |  |  | 0.44 | 1.42 | 0.01 | 0.91 | 1.35 | 0.02 |
 School-related | |||||||||
  School emphasize on academic success |  |  |  |  |  |  | 9.34 | 3.51 | 0.16* |
  Instruction affluent by math resource |  |  |  |  |  |  | − 0.36 | 5.44 | 0 |
  School discipline problems |  |  |  |  |  |  | − 1.49 | 2.56 | − 0.03 |
  School composition by students background |  |  |  |  |  |  | 6.59 | 11.5 | 0.03 |
 Adjusted R2 |  |  | 0.37 |  |  | 0.49 |  |  | 0.51 |
 ΔR2 |  |  | 0.37 |  |  | 0.12 |  |  | 0.02 |
 F |  |  | 39.5 |  | 50.48 |  |  | 7.26 | |
Medium-size city | |||||||||
 Student-related | |||||||||
  Constant | 107.53 | 33.04 |  | 235.57 | 37.84 |  | 222.45 | 45.3 |  |
  Gender | 8.99 | 3.08 | 0.05* | 8.25 | 3.43 | 0.05* | 8.37 | 3.35 | 0.05* |
  Often speak language of test at home | 4.6 | 3.8 | 0.04 | 3.64 | 3.03 | − 0.03 | 2.06 | 3 | 0.02 |
  About how often absent from school | − 8.69 | 2.96 | − 0.08* | − 7.66 | 2.61 | − 0.07* | − 8.28 | 2.65 | − 0.08* |
  Student attended preschool | 15.35 | 3.97 | 0.16* | 1.71 | 2.08 | 0.02 | 0.49 | 1.76 | 0 |
  Early numeracy tasks | 7.17 | 1.66 | 0.18* | 3.94 | 1.25 | 0.10* | 3.45 | 1.2 | 0.09* |
  Students sense of school belonging | 3.58 | 1.77 | 0.07* | 3.41 | 1.46 | 0.07* | 3.26 | 1.49 | 0.07* |
  Student bullying | − 1.85 | 1.2 | − 0.04 | − 1.59 | 1.23 | − 0.04 | − 1.6 | 1.12 | − 0.04 |
  Students like learning math | 0.94 | 1.99 | 0.02 | 2.04 | 1.52 | 0.03 | 2.1 | 1.33 | 0.04 |
  Engaging teaching in math lessons | 4.47 | 2.51 | 0.09 | 2.36 | 2.06 | 0.05 | 1.67 | 1.93 | 0.03 |
  Students confident in math | 15.42 | 1.33 | 0.36* | 12.57 | 1.16 | 0.30* | 12.41 | 1.17 | 0.29* |
 Family-related | |||||||||
  Parents’ highest education level |  |  |  | 20.59 | 2.07 | 0.32* | 18.5 | 2.08 | 0.29* |
  Parents’ highest occupation level |  |  |  | 5.32 | 1.84 | 0.09* | 4.26 | 1.55 | 0.07* |
  Early numeric activities before school |  |  |  | 3.8 | 1.49 | 0.09* | 3.99 | 1.28 | 0.10* |
  Parents perceptions of school perf |  |  |  | 1.98 | 1.33 | 0.04 | 1.76 | 1.39 | 0.03 |
  Parent attitude towards math and science |  |  |  | − 0.45 | 1.38 | − 0.01 | − 0.23 | 1.28 | 0 |
 School-related | |||||||||
  School emphasize on academic success |  |  |  |  |  |  | 3.18 | 1.69 | 0.07 |
  Instruction affluent by math resource |  |  |  |  |  |  | 1.34 | 2.34 | 0.02 |
  School discipline problems |  |  |  |  |  |  | − 0.39 | 1.59 | − 0.01 |
  School composition by students background |  |  |  |  |  |  | 13.69 | 5.48 | 0.12* |
 Adjusted R2 |  |  | 0.34 |  |  | 0.46 |  |  | 0.48 |
 ΔR2 |  |  | 0.34 |  |  | 0.12 |  |  | 0.02 |
 F |  |  | 69.17 |  |  | 69.59 |  |  | 15.31 |
Village | |||||||||
 Student-related | |||||||||
  Constant | 50.59 | 52.63 |  | 150.54 | 55.51 |  | − 32.07 | 100.76 |  |
  Gender | − 5.77 | 6.96 | − 0.03 | − 7.36 | 6.65 | − 0.04 | − 5.93 | 6.61 | − 0.03 |
  Often speak language of test at home | 32.56 | 5.85 | 0.30* | 28.78 | 5.25 | 0.26* | 18.65 | 5.69 | 0.17* |
  About how often absent from school | − 11.25 | 3.58 | − 0.12* | − 8.67 | 3.22 | − 0.09* | − 10.92 | 3.39 | − 0.11* |
  Student attended preschool | 4.57 | 3.87 | 0.04 | 0.97 | 4.45 | 0.01 | 0.08 | 4.4 | 0 |
  Early numeracy tasks | 10.67 | 1.76 | 0.24* | 7.19 | 2.06 | 0.16* | 6.65 | 1.98 | 0.15* |
  Students sense of school belonging | 3.46 | 2.65 | 0.07 | 3.83 | 2.51 | 0.07 | 5.13 | 2.38 | 0.10* |
  Student bullying | − 1.55 | 1.87 | − 0.03 | − 1.65 | 1.71 | − 0.03 | − 0.02 | 1.76 | 0 |
  Students like learning math | 5.42 | 3.35 | 0.08 | 4.7 | 3 | 0.07 | 5.76 | 2.78 | 0.09* |
  Engaging teaching in math lessons | 2.52 | 2.61 | 0.04 | 1.68 | 2.53 | 0.03 | 0.45 | 2.3 | 0.01 |
  Students confident in math | 15.12 | 2.28 | 0.29* | 14.09 | 2.22 | 0.27* | 14.05 | 2.32 | 0.27* |
 Family-related | |||||||||
  Parents’ highest education level |  |  |  | 15.56 | 3.82 | 0.15* | 13.91 | 3.73 | 0.13* |
  Parents’ highest occupation level |  |  |  | 6.97 | 3.61 | 0.08 | 8.24 | 3.57 | 0.09* |
  Early numeric activities before school |  |  |  | 5.57 | 2.03 | 0.12* | 5.29 | 1.94 | 0.11* |
  Parents perceptions of school perf |  |  |  | − 1.71 | 2.21 | − 0.03 | − 2.82 | 2.33 | − 0.05 |
  Parent attitude towards math and science |  |  |  | 3.33 | 2.57 | 0.06 | 3.57 | 2.44 | 0.07 |
 School-related | |||||||||
  School emphasize on academic success |  |  |  |  |  |  | 17.49 | 7.83 | 0.23* |
  Instruction affluent by math resource |  |  |  |  |  |  | 1.31 | 3.18 | 0.02 |
  School discipline problems |  |  |  |  |  |  | − 1.29 | 3.42 | − 0.03 |
  School composition by students background |  |  |  |  |  |  | 14.34 | 9.91 | 0.11* |
 Adjusted R2 |  |  | 0.43 |  |  | 0.48 |  |  | 0.52 |
 ΔR2 |  |  | 0.43 |  |  | 0.05 |  |  | 0.04 |
 F |  |  | 45.53 |  |  | 10.85 |  |  | 28.01 |