Table 1.
Mixed model results
Model | Response variable | Fixed predictor variables | Random effects | LRT | P | B (SE) | n | AICc |
---|---|---|---|---|---|---|---|---|
1 | Mean reward per choice trial | Proportion of risky choices | Family | 0.004 | 0.948 | 0.005 (0.08) | 30 | |
2 | ΔTL | Starting TL | Family | 1.86 | 0.173 | −0.16 (0.10) | 26 | |
3 | Cage entry body weight | ΔTL | Family | 8.72 | 0.003 | 16.83 (4.71) | 26 | |
4 | BWC | ΔTL | Family | 5.19 | 0.023 | −11.75 (4.38) | 26 | |
5 | Variable reward chosen | Scale (ΔTL) | Family/Bird | 7.51 | 0.006 | 0.17 (0.07) | 26 | 10151.26 |
Scale (BWC) | 10.25 | 0.001 | 0.20 (0.08) | |||||
Scale (ΔTL) × scale (BWC) | 1.59 | 0.207 | 0.09 (0.07) | |||||
6 | Variable reward chosen | Scale (Juvenile TL) | Family/Bird | 0.21 | 0.645 | 0.03 (0.08) | 26 | 10160.06 |
Scale (BWC) | 4.77 | 0.029 | 0.19 (0.08) | |||||
Scale (Juvenile TL) × scale (BWC) | 0.09 | 0.768 | −0.02 (0.06) | |||||
7 | Variable reward chosen | Scale (BWC) | Family/Bird | 3.22 | 0.073 | 0.17 (0.08) | 26 | 10159.96 |
Amount:Plentya | 0.82 | 0.366 | −0.25 (0.22) | |||||
Effort:Hardb | 1.11 | 0.292 | −0.27 (0.21) | |||||
Amount × Effort | 0.47 | 0.492 | 0.21 (0.30) | |||||
8 | Variable reward chosen | Scale (BWC) | Family/Bird | 4.64 | 0.031 | 0.18 (0.08) | 26 | 10156.35 |
9 | Variable reward chosen | Scale (ΔTL) | Family/Bird | 1.90 | 0.169 | 0.13 (0.08) | 26 | 10159.10 |
10 | ln(Learning speed) | ΔTL | Family | 1.99 | 0.159 | −2.56 (1.86) | 22 | |
11 | ln(Learning speed) | BWC | Family | 0.03 | 0.853 | 0.01 (0.05) | 26 | |
12 | ln(Learning speed) | Juvenile TL | Family | 0.32 | 0.573 | 0.57 (1.05) | 22 | |
13 | ln(Learning speed) | Amount:Plentya | Family | 0.91 | 0.341 | 1.45 (0.99) | 26 | |
Effort:Hardb | 0.03 | 0.865 | 1.11 (1.11) | |||||
Amount × Effort | 1.61 | 0.204 | −1.73 (1.45) | |||||
14 | Variable reward chosen | Scale (Learning speed) | Family/Bird | 0.45 | 0.500 | −0.06 (0.09) | 26 |
Scaled continuous fixed predictors are used in models 5–9 for the purposes of comparing effect sizes. Starting TL is telomere length measured by T/S ratio at day 5. BWC is Body Weight Change. ΔTL is developmental telomere attrition from day 5 to day 56. Juvenile TL is telomere length measured by T/S ratio at day 56. Learning speed is the number of autoshaping trials until the bird first pecked the lit key.
aReference group for Plenty is Lean. bReference group for Hard is Easy.