Table 5 Importance and prediction coefficients of variables belonging to special needs diagnosis classes
Variables | Mental Disability | Behavior and Adaptation Problems | Autism Spectrum Disorders | Physical Inadequacy | Visual or Hearing Impairment | Specific Learning Disability | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Significance Coefficient | Coefficient estimates | Significance Coefficient | Coefficient estimates | Significance Coefficient | Coefficient estimates | Significance Coefficient | Coefficient estimates | Significance Coefficient | Coefficient estimates | Significance Coefficient | Coefficient estimates | |
Item 1 | 4.68 | -0.29 | 12.91 | 1.96 | 5.25 | -0.58 | 4.74 | -0.73 | 5.84 | -0.07 | 5.07 | -0.68 |
Item 2 | 4.87 | -0.22 | 13.03 | 3.37 | 6.18 | -0.22 | 5.0 | -0.55 | 5.4 | -0.25 | 5.73 | -0.58 |
Item 3 | 5.95 | -0.11 | 11.19 | 1.94 | 8.74 | 0.07 | 7.13 | -0.09 | 8.58 | 0.23 | 8.0 | -0.03 |
Item 4 | 5.84 | -0.11 | 13.09 | 6.11 | 6.06 | -0.25 | 6.23 | -0.26 | 7.88 | 0.09 | 5.68 | -0.63 |
Item 5 | 7.34 | -0.05 | 6.25 | -0.06 | 5.77 | -0.26 | 10.05 | 0.29 | 5.03 | -0.37 | 10.99 | 0.42 |
Item 6 | 8.09 | 0.06 | 5.55 | -0.16 | 5.63 | -0.37 | 7.05 | -0.12 | 5.65 | -0.15 | 8.29 | 0.06 |
Item 7 | 8.14 | 0.08 | 5.09 | -0.27 | 8.15 | 0.03 | 12.11 | 0.75 | 8.82 | 0.3 | 8.77 | 0.12 |
Item 8 | 9.49 | 0.24 | 6.0 | -0.08 | 5.67 | -0.27 | 7.05 | -0.13 | 5.73 | -0.12 | 6.9 | -0.36 |
Item 9 | 10.4 | 0.39 | 10.07 | 1.57 | 9.13 | 0.17 | 6.55 | -0.16 | 5.45 | -0.16 | 9.14 | 0.24 |
Item 10 | 6.77 | -0.08 | 7.58 | 0.12 | 7.71 | -0.01 | 8.82 | 0.1 | 5.23 | -0.3 | 13.48 | 1.05 |
Item 11 | 9.86 | 0.26 | 6.29 | -0.06 | 10.19 | 0.42 | 10.48 | 0.43 | 8.84 | 0.33 | 7.58 | -0.09 |
Item 12 | 8.13 | 0.07 | 6.21 | -0.08 | 6.2 | -0.19 | 5.1 | -0.45 | 9.36 | 0.47 | 7.43 | -0.12 |
Item 13 | 9.33 | 0.21 | 8.77 | 0.7 | 6.95 | -0.02 | 7.33 | -0.08 | 9.95 | 0.52 | 9.87 | 0.32 |
Item 14 | 7.85 | 0.01 | 8.12 | 0.29 | 8.04 | 0.03 | 7.34 | -0.08 | 5.79 | -0.08 | 10.69 | 0.41 |
Item 15 | 11.18 | 0.83 | 6.44 | -0.03 | 8.38 | 0.05 | 8.33 | 0.04 | 6.42 | 0.03 | 7.34 | -0.17 |
Item 16 | 4.76 | -0.26 | 10.27 | 1.84 | 6.12 | -0.24 | 5.38 | -0.44 | 5.27 | -0.26 | 6.46 | -0.45 |
Item 17 | 3.8 | -0.49 | 4.21 | -0.47 | 11.03 | 0.71 | 9.25 | 0.12 | 8.22 | 0.21 | 5.95 | -0.56 |
Item 18 | 9.44 | 0.24 | 6.38 | -0.06 | 9.02 | 0.16 | 6.14 | -0.34 | 5.17 | -0.3 | 6.56 | -0.42 |
Item 19 | 5.24 | -0.21 | 8.72 | 0.58 | 7.79 | -0.01 | 6.69 | -0.15 | 7.89 | 0.15 | 6.2 | -0.54 |
Item 20 | 8.06 | 0.01 | 5.81 | -0.15 | 7.68 | -0.01 | 9.33 | 0.13 | 5.59 | -0.15 | 11.23 | 0.53 |
Item 21 | 6.55 | -0.1 | 0.7 | -2.28 | 9.06 | 0.16 | 10.01 | 0.23 | 9.1 | 0.38 | 7.18 | -0.25 |
Item 22 | 5.8 | -0.14 | 8.23 | 0.34 | 10.8 | 0.54 | 8.7 | 0.09 | 6.33 | 0.01 | 6.77 | -0.39 |
Item 23 | 9.5 | 0.24 | 7.39 | 0.07 | 5.62 | -0.4 | 6.24 | -0.26 | 5.44 | -0.17 | 11.49 | 0.69 |
Item 24 | 3.78 | -0.58 | 7.91 | 0.22 | 12.8 | 0.82 | 10.42 | 0.38 | 7.13 | 0.05 | 8.23 | 0.05 |
Item 25 | 8.81 | 0.12 | 5.0 | -0.39 | 9.46 | 0.38 | 8.52 | 0.09 | 4.44 | -0.48 | 9.45 | 0.27 |
Item 26 | 9.43 | 0.21 | 5.87 | -0.09 | 4.68 | -0.72 | 5.01 | -0.49 | 5.45 | -0.17 | 6.31 | -0.51 |
Item 27 | 11.32 | 0.9 | 4.75 | -0.41 | 5.03 | -0.58 | 4.82 | -0.67 | 5.98 | -0.03 | 6.83 | -0.37 |
Item 28 | 8.9 | 0.14 | 6.59 | 0.0 | 7.67 | -0.02 | 11.27 | 0.6 | 9.74 | 0.5 | 8.9 | 0.22 |
Item 29 | 8.67 | 0.11 | 5.77 | -0.15 | 7.54 | -0.02 | 5.91 | -0.38 | 3.71 | -1.11 | 12.97 | 0.89 |
Item 30 | 4.39 | -0.32 | 6.84 | 0.01 | 8.99 | 0.08 | 8.21 | 0.02 | 6.1 | 0.0 | 6.88 | -0.36 |
Item 31 | 6.94 | -0.06 | 5.11 | -0.24 | 8.3 | 0.04 | 13.94 | 1.36 | 8.14 | 0.2 | 9.38 | 0.27 |
Item 32 | 7.34 | -0.04 | 6.98 | 0.01 | 9.24 | 0.17 | 5.1 | -0.47 | 8.81 | 0.27 | 7.8 | 0.03 |
Item 33 | 10.44 | 0.53 | 7.84 | 0.17 | 6.94 | -0.03 | 6.45 | -0.19 | 9.3 | 0.45 | 7.52 | -0.1 |
Item 34 | 10.37 | 0.27 | 5.31 | -0.17 | 4.9 | -0.7 | 4.51 | -0.85 | 5.26 | -0.29 | 9.55 | 0.32 |
Item 35 | 7.53 | 0.0 | 8.36 | 0.41 | 4.9 | -0.65 | 7.37 | -0.01 | 5.41 | -0.24 | 11.09 | 0.43 |
Item 36 | 10.4 | 0.27 | 5.18 | -0.21 | 5.49 | -0.57 | 9.05 | 0.1 | 6.56 | 0.03 | 11.26 | 0.68 |
Item 37 | 11.16 | 0.56 | 7.41 | 0.08 | 10.74 | 0.51 | 5.43 | -0.43 | 6.91 | 0.03 | 6.94 | -0.31 |
Item 38 | 6.45 | -0.1 | 7.11 | 0.07 | 8.68 | 0.06 | 10.3 | 0.3 | 4.71 | -0.46 | 10.21 | 0.41 |
Item 39 | 9.77 | 0.25 | 6.45 | -0.01 | 8.03 | 0.02 | 7.37 | -0.02 | 5.12 | -0.31 | 7.51 | -0.12 |
Item 40 | 6.73 | -0.08 | 8.5 | 0.42 | 6.25 | -0.13 | 10.9 | 0.46 | 5.42 | -0.22 | 12.19 | 0.88 |
Item 41 | 5.51 | -0.17 | 9.01 | 0.74 | 5.61 | -0.41 | 4.47 | -1.0 | 6.31 | 0.01 | 6.5 | -0.42 |
Item 42 | 4.52 | -0.3 | 5.94 | -0.08 | 9.29 | 0.25 | 6.98 | -0.14 | 7.72 | 0.08 | 5.06 | -0.77 |
Item 43 | 5.73 | -0.15 | 5.0 | -0.4 | 6.46 | -0.07 | 9.59 | 0.23 | 7.74 | 0.09 | 5.94 | -0.56 |
Item 44 | 7.59 | 0.0 | 7.84 | 0.17 | 10.86 | 0.56 | 9.4 | 0.16 | 7.03 | 0.04 | 10.96 | 0.42 |
Item 45 | 8.39 | 0.1 | 6.55 | -0.01 | 6.29 | -0.1 | 8.46 | 0.05 | 4.85 | -0.39 | 7.39 | -0.13 |
Item 46 | 7.16 | -0.06 | 4.03 | -0.48 | 6.61 | -0.04 | 6.32 | -0.25 | 8.12 | 0.17 | 11.57 | 0.76 |
Item 47 | 4.29 | -0.41 | 8.5 | 0.45 | 6.3 | -0.08 | 4.93 | -0.67 | 10.88 | 0.55 | 5.72 | -0.63 |
Item 48 | 5.28 | -0.17 | 5.19 | -0.2 | 5.5 | -0.55 | 6.61 | -0.15 | 14.4 | 1.59 | 7.66 | -0.08 |