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. 2020 Jan 21;10:2959. doi: 10.3389/fpsyg.2019.02959

TABLE 5.

Coefficients multilevel change score model for reading comprehension.

Fixed effects Null model
Model 1
Model 2
Model 3
Effect SE Effect SE Effect SE Effect SE
Intercept mean 528.1 2.5 529.1 3.1 529.4 2.3 529.4 2.3
Slope mean 56.9 2.3 56.0 2.8 56.6 2.8 57.2 2.5
Student level predictors intercept
Engagement 1.5 0.8 1.5 0.8
Socioeconomic status 12.0 0.9 12.0 0.9
Other language –14.7 2.9 –14.7 2.9
Student level predictors slope
Intercept –0.5 0.0
Engagement 0.4 0.8 1.1 0.6
Socioeconomic status –0.5 0.9 5.6 0.7
Other language 7.0 2.4 –0.4 2.0
School level predictors intercept
Average engagement 0.3 6.2 0.4 6.3
Average socioeconomic status 21.1 4.2 21.0 4.3
Percentage other language –55.8 9.9 –54.4 9.8
Textbook 1: Kameleon 14.1 6.4 5.2 4.8 5.2 4.8
Textbook 2: Taalbende –18.2 7.3 –2.1 6.1 –2.0 6.0
Textbook 3: Taalsignaal –0.3 5.4 –4.0 4.2 –4.2 4.2
Textbook 4: Tijd voor taal
Textbook 5: Totemtaal –9.0 11.9 –0.1 7.5 –0.2 7.6
School level predictors slope
Intercept –0.5 0.2
Average engagement –2.7 7.8 –2.6 7.9
Average socioeconomic status 2.8 3.6 13.7 6.2
Percentage other language 24.3 10.0 –3.9 15.5
Textbook 1: Kameleon –5.0 6.1 –3.6 6.0 –0.9 4.9
Textbook 2: Taalbende 10.4 5.7 6.0 5.4 5.0 5.1
Textbook 3: Taalsignaal 0.6 5.0 1.3 5.0 –0.9 4.8
Textbook 4: Tijd voor taal
Textbook 5: Totemtaal 5.5 6.7 0.1 6.7 –0.1 5.1
Random effects student level
Intercept 2977.3 84.1 2976.6 84.0 2658.2 78.7 2658.2 78.7
Slope 2488.5 92.5 2487.7 92.4 2479.3 93.6 1792.4 66.2
Intercept × slope –1384.0 76.0 –1383.2 76.0 –1350.8 73.4 NA NA
Random effects school level
Intercept 446.9 91.5 393.1 79.3 115.2 34.4 115.1 34.4
Slope 190.8 48.5 178.4 45.1 155.0 43.4 123.9 42.6
Intercept × slope –119.9 49.7 –94.9 46.5 –59.4 26.8 NA NA
Model fit
Log-likelihood −32474.524 −32468.603 −44066.269 −44066.269
χ2 0.001 0.002 43.215 43.224
df 0 0 12 12
CFI 1.000 1.000 0.981 0.981
RMSEA 0.000 0.000 0.029 0.029