Table 2. Predicting emotions: results from multilevel modeling.
Enjoyment | Pride | Anger | Anxiety | |||||||||
Model 1 | Model 2 | Model 3 | Model 1 | Model 2 | Model 3 | Model 1 | Model 2 | Model 3 | Model 1 | Model 2 | Model 3 | |
Level 1 | ||||||||||||
Intercept (γ000) | 2.52*** | 2.25*** | 2.71*** | 1.95*** | 1.74*** | 2.10*** | 1.97*** | 1.79*** | 2.10*** | 1.50*** | 1.49*** | 1.51*** |
Trait (γ100) | 0.05 | 0.42** | −0.22* | 0.56*** | 1.02*** | 0.22* | 0.77*** | 1.09*** | 0.54*** | 0.28** | 0.48*** | 0.12 |
Level 2 | ||||||||||||
Self-concept (γ010) | 0.19*** | 0.17** | 0.17* | 0.17** | 0.19* | 0.12 | −0.14** | −0.22** | −0.10 | −0.11* | −0.09 | −0.13 |
Cross-level interactions L1–L2 | ||||||||||||
Self-concept × Trait (γ110) | 0.23* | 0.13 | 0.35** | 0.30*** | 0.28** | 0.36** | −0.34*** | −0.32** | −0.33** | −0.33*** | −0.41*** | −0.24* |
Level 3 | ||||||||||||
CH_dummy (γ001) | 0.46*** | 0.37** | 0.31* | 0.02 | ||||||||
DE_dummy (γ001) | −0.46*** | −0.37** | −0.31* | −0.02 | ||||||||
Cross-level interactions L1–L3 | ||||||||||||
Trait × CH_dummy (γ101) | −0.63*** | −0.80*** | −0.55** | −0.36* | ||||||||
Trait × DE_dummy (γ101) | 0.63*** | 0.80*** | 0.55** | 0.36* | ||||||||
Cross-level interactions L2–L3 | ||||||||||||
Self-concept × CH_dummy (γ011) | −0.01 | −0.07 | 0.12 | −0.04 | ||||||||
Self-concept × DE_dummy (γ011) | 0.01 | 0.07 | −0.12 | 0.04 | ||||||||
Cross-level interactions L1–L2–L3 | ||||||||||||
Trait × Self-concept × CH_dummy/(γ111) | 0.22 | 0.08 | −0.01 | 0.17 | ||||||||
Trait × Self-concept ×/DE_dummy (γ111) | −0.22 | −0.08 | 0.01 | −0.17 | ||||||||
Variance components | ||||||||||||
Within-student (L1) variance (![]() |
1.103 | 1.096 | 0.924 | 0.916 | 1.120 | 1.118 | 0.735 | 0.735 | ||||
Intercept (L2) variance (τ00) | 0.419 | 0.391 | 0.460 | 0.429 | 0.419 | 0.404 | 0.254 | 0.255 | ||||
Slope (L2) variance (τ11) | 0.174 | 0.122 | 0.252 | 0.128 | 0.243 | 0.173 | 0.258 | 0.217 | ||||
Intercept-slope (L2) covariance (τ01) | −0.269 | −0.215 | −0.320 | −0.234 | −0.230 | −0.196 | −0.109 | −0.104 | ||||
Intercept (L3) variance | 0.034 | 0.014 | 0.059 | 0.051 | 0.046 | 0.042 | 0.021 | 0.020 | ||||
Explanatory power | 0.022 | 0.090 | 0.261 | 0.369 | 0.314 | 0.357 | 0.295 | 0.332 |
Model 1 = combined model; Model 2 = combined dataset with German sample as reference group; Model 3 = combined dataset with Swiss sample as reference group.
Description of variables: Trait = Trait dummy (0 = state, 1 = trait); CH_dummy = Swiss dummy (0 = German sample, 1 = Swiss sample); DE_dummy = German dummy (0 = Swiss sample, 1 = German sample).
German sample: NLevel 1 = 509; NLevel 2 = 94; NLevel 3 = 39; Swiss sample: NLevel 1 = 880; NLevel 2 = 131; NLevel 3 = 41.
Explanatory power refers to the proportion of slope variance explained by the Level 2 and Level 3 predictors. The slope variance of the models in which no cross-level interaction is included was: τ11 = 0.178 for enjoyment in the combined model and τ11 = 0.134 in the German/Swiss model; τ11 = 0.341 for pride in the combined model and τ11 = 0.203 in the German/Swiss model; τ11 = 0.354 for anger in the combined model and τ11 = 0.269 in the German/Swiss model; τ11 = 0.366 for anxiety in the combined model and τ11 = 0.325 in the German/Swiss model.
*p<.05,
**p<.01,
***p<.001.