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. 2021 Oct 6;288(1960):20211952. doi: 10.1098/rspb.2021.1952

Table 2.

Species-level predictors of behavioural and reproductive problems in captive parrots. Summary of key results from hypothesis-testing PCM models. Each partial R2 shown is calculated from the median values for the term's t-statistic (over the tree block); its associated degrees of freedom is also reported, with + and – denoting the direction of the relationship (in brackets if non-significant). Significant (p < 0.05) results are shown in bold. Full model results are shown in electronic supplementary material, table S6. ED = enrichment diversity; prop. = proportion.

Hypothesis: behavioural and reproductive problems in captivity reflect… predictor: SB results
hatch rate resultsd
captive population characteristic(s) controlled forc whole-body SB FDB oral SB
… constraints on natural social interaction maximum feeding group size (+) R2 = 0.03 R2 = 0.10 (–) R2 < 0.01 (+) R2 = 0.02e
communal roosting (yes versus no) current ED (–) R2 < 0.01 (+) R2 < 0.01 (+) R2 < 0.01 (–) R2 = 0.01
early ED
… restriction of natural foraging behaviours % natural diet needing extensive search prop. standard cage (+) R2 = 0.02 (+) R2 = 0.01 (+) R2 < 0.01 (–) R2 = 0.03f
captive diet diversity
% natural diet needing extensive handling prop. adult (+) R2 = 0.01 + R2 = 0.16 (+) R2 = 0.06 (–) R2 = 0.01
prop. female
prop. standard cage
… habitat and dietary generalism diet breadth (1–5, count of main food types) (+) R2 = 0.04 (–) R2 < 0.01 (+) R2 = 0.02 (+) R2 = 0.01
habitat breadth (1–7, count of main habitat types) (+) R2 = 0.04 (+) R2 = 0.10g (–) R2 < 0.01 (+) R2 = 0.02
… being intelligent or innovative innovation rateb (number reported) prop. hand-reared (–) R2 = 0.02 (+) R2 = 0.02 (+) R2 < 0.01 (–) R2 = 0.01
brain volumea (ml) prop. standard cage + R2 = 0.19 (+) R2 = 0.02 + R2 = 0.26 (–) R2 < 0.01
… being rare/threatened IUCN Red List category (1–5, where 1 is Least Concern and 5 is Critically Endangered) (+) R2 < 0.01 (+) R2 = 0.01 (+) R2 = 0.01 (–) R2 = 0.03 (see main text for additional analyses)
no. of pairs in aviculture dataset N/A N/A N/A + R2 = 0.08

The following controls were included (see text and electronic supplementary material for more details):

aBody mass included in all models to control for allometry;

bResearch effort included in all models to control for this potential influence on observed innovation rates;

cSpecies-typical attributes of pet populations controlled for where these covaried with a predictor variable;

dNatural fecundity included in all models to control for life-history traits.

In some models, the following correlated predictors were also included because collinear with the predictor under investigation (see electronic supplementary material, table S5):

eIUCN Red List category.

fBrain volume.

gMaximum feeding group size.