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. 2018 Feb 5;9:13. doi: 10.3389/fphys.2018.00013

Table 3.

Outputs of different linear mixed model testing the effects of time and zone (touristic or control) on cortisol production for both trial [model (i)] and at each trial [model (ii), model (iii)].

Model Cortisol ~ Zone + Time + (1|Trial/Aquarium)
(i) June + August Random effects
Groups Name Variance Std. Dev. n
Aquarium:Trial (Intercept) 0.055 0.23 20
SES (Intercept) 0.004 0.06 2
Residual 0.17 0.41
Number of observations: 100
Fixed effects
Estimate Std error t-value p-value
(Intercept) 0.45 0.11 4.1 0.025 *
Zone:Touristic 0.42 0.13 3.2 0.005 **
Time 0.08 0.024 3.5 <0.001 ***
Cortisol ~ Zone + Time + (1+Time|Aquarium)
(ii) June Random effects
Groups Name Variance Std. Dev. N
Aquarium (Intercept) 0.07 0.26 8
Time (Slope) 0.01 0.12
Residual 0.07 0.27
Number of observations: 40
Fixed effects
Estimate Std error t-value p-value
(Intercept) 0.34 0.14 2.5 0.03 *
Zone:Touristic 0.34 0.17 2.02 0.066 .
Time 0.12 0.05 2.5 0.038 *
Cortisol ~ Zone + Time + (1|Aquarium)
(iii) August Random effects
Groups Name Variance Std. Dev. n
Aquarium (Intercept) 0 0 12
Residual 0.18 0.43
Number of observation: 60
Fixed effects
Estimate Std error t-value p-value
(Intercept) 0.52 0.09 5.8 <0.001 ***
Zone:Touristic 0.49 0.11 4.4 <0.001 ***
Time 0.06 0.03 1.8 0.079 .

Models with additive terms (zone + time) and interaction between terms (zone x time) were first compared using the Akaike's Information Criterion (AIC) so that the most parsimonious model was conserved.

***

< 0.001,

**

< 0.01,

*

< 0.05.