An IERI – International Educational Research Institute Journal
Fixed effects | Model 1 Coefficient (SE) | Model 2 Coefficient (SE) | Model 3 Coefficient (SE) | Model 4 Coefficient (SE) | |
---|---|---|---|---|---|
School mean achievement, \({\upbeta }_{0}\) | Â | Â | Â | Â | |
 Intercept, \({\upgamma}_{00}\) | 467.98 (6.27) | 485.18 (3.63) | 472.12 (5.96) | 482.94 (3.53) | |
 M_ses, \({\upgamma}_{01}\) | – | 33.82 (3.37) | – | 29.11 (4.63) | |
 Instruction, \({\upgamma}_{02}\) | – | – | 21.66 (7.46) | 17.92 (4.96) | |
 Readiness, \({\upgamma}_{03}\) | – | – | 12.42 (3.75) | 7.39 (2.76) | |
 Condition, \({\upgamma}_{04}\) | – | – | 7.40 (2.74) | .59 (2.51) †| |
Emphasis, \({\upgamma}_{05}\) | – | – | 8.22 (3.53)†| .51 (3.34) †| |
 Safe, \({\upgamma}_{06}\) | – | – | − 4.14 (3.02) †| 1.36 (2.55) †| |
Ses slope, \({\upbeta }_{1}\) | Â | Â | Â | Â | |
 Intercept, \({\upgamma}_{10}\) | – | 13.77 (.87) | – | 10.46 (.86) | |
Engage slope, \({\upbeta }_{2}\) | Â | Â | Â | Â | |
 Intercept, \({\upgamma}_{20}\) | – | – | 3.35 (.85) | 3.06 (.82) | |
Litnum slope, \({\upbeta }_{3}\) | Â | Â | Â | Â | |
 Intercept, \({\upgamma}_{30}\) | – | – | 7.62 (.68) | 5.77 (.67) | |
Liking slope, \({\upbeta }_{4}\) | Â | Â | Â | Â | |
 Intercept, \({\upgamma}_{40}\) | – | – | 13.37 (1.08) | 12.35 (.96) | |
Preschool slope, \({\upbeta }_{5}\) | Â | Â | Â | Â | |
 Intercept, \({\upgamma}_{50}\) | – | – | 18.80 (2.81) | 14.27 (2.80) |
Random effects | Model 1 Variance component | Model 2 Variance component | Model 3 Variance component | Model 4 Variance component |
---|---|---|---|---|
Student level residual, \({r}_{ij}\) | 5454.20 | 5081.27 | 4668.49 | 4482.05 |
Mean achievement, \({u}_{0j}\) | 3530.90 | 1171.69 | 2141.26 | 982.54 |
ses slope, \({u}_{1j}\) | – | 3.14 | – | 1.48 |
engage slope, \({u}_{2j}\) | – | – | 0.85 | 1.59 |
litnum slope, \({u}_{3j}\) | – | – | 0.62 | 0.33 |
liking slope, \({u}_{4j}\) | – | – | 8.61 | 0.68 |
Explained variance by model (percent) | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
From model 1 | ||||
 Level-1, \(\Delta \sigma ^{2}\) | – | .07 | .14 | .18 |
 Level-2, \(\Delta \tau _{{00}}\) | – | .67 | .39 | .72 |
From model 2 | ||||
 Level-1, \(\Delta \sigma ^{2}\) | – | – | – | .12 |
 Level-2, \(\Delta \tau _{{00}}\) | – | – | – | .16 |
From model 3 | ||||
 Level-1, \(\Delta \sigma ^{2}\) | – | – | – | .04 |
 Level-2, \(\Delta \tau _{{00}}\) | – | – | – | .54 |