Table 5.
Multilevel models for change: Toddlers’ positive and negative mood and their explorative/investigative interest.
Positive affect |
Negative affect |
Interest |
|||||||
---|---|---|---|---|---|---|---|---|---|
B | SE | p | B | SE | p | B | SE | p | |
Fixed effects | |||||||||
Intercept | 2.20 | 0.04 | *** | 1.15 | 0.02 | *** | 3.01 | 0.04 | *** |
Time | 0.03 | 0.02 | −0.05 | 0.01 | *** | 0.02 | 0.03 | ||
Time-squared | |||||||||
Agea | 0.01 | 0.00 | * | 0.00 | 0.00 | ||||
Sibling in group | −0.02 | 0.03 | |||||||
Child sex | 0.02 | 0.02 | |||||||
Problem behavioura | −0.02 | 0.01 | |||||||
Family educational levela | 0.00 | 0.01 | |||||||
Interaction with carerb | 0.03 | 0.01 | * | 0.02 | 0.01 | 0.07 | 0.01 | *** | |
Interaction with peerb | 0.07 | 0.01 | *** | 0.01 | 0.01 | 0.01 | 0.02 |
Positive affect |
Negative affect |
Interest |
|||||||
---|---|---|---|---|---|---|---|---|---|
σ2 | SE | p | σ2 | SE | p | σ2 | SE | p | |
Random effects | |||||||||
AR1 diagonal | 0.26 | 0.01 | *** | 0.12 | 0.00 | *** | 0.44 | 0.01 | *** |
AR1 rho | 0.36 | 0.02 | *** | 0.23 | 0.02 | *** | 0.37 | 0.02 | *** |
Intercept var | 0.09 | 0.02 | *** | 0.03 | 0.01 | *** | 0.08 | 0.02 | *** |
Int-slope cov | −0.05 | 0.01 | *** | −0.02 | 0.00 | *** | −0.03 | 0.01 | * |
Slope var | 0.04 | 0.01 | *** | 0.01 | 0.00 | *** | 0.04 | 0.01 | *** |
Positive affect |
Negative affect |
Interest |
|||||||
---|---|---|---|---|---|---|---|---|---|
−2LL | Δ−2LL | p | −2LL | Δ−2LL | p | −2LL | Δ−2LL | p | |
Model fit | |||||||||
1. Baseline (intercept, phase) | 5696.54 | 2948.92 | 7504.42 | ||||||
2. Phase-square | 5700.10 | – | – | 2949.12 | – | – | 7506.29 | – | – |
3. Autoregressive error structure | 5268.87 | 427.67 | *** | 2686.78 | 262.14 | *** | 7062.35 | 442.07 | *** |
4. Covariates | 5292.30 | – | – | 2720.01 | – | – | 7085.40 | – | – |
5. Covariates (reduced model) | 5273.62 | – | – | ||||||
6. Interaction with carer and peers | 5239.55 | 29.32 | *** | 2732.42 | – | – | 7050.62 | 11.73 | ** |
7. Interaction with carer and peers and reduced covs | 5250.42 | 18.45 | *** | 2696.79 | – | – |
p < .05.
p < .01.
p < .001.
Child-level (j) predictors were centred at the grand mean.
Repeated measures (i) were centred within clusters.