17Psittaciformes (parrots, cockatoos and lorikeets) comprise one of the most colourful clades of birds. Their 18 unique pigments and cavity nesting habits are two potential explanations for their colourful character. 19However, plumage colour varies substantially between parrot species and sometimes also between males 20 and females of the same species. Here, we use comparative analyses to evaluate what factors correlate 21 with colour elaboration, colour diversity and sexual dichromatism. Specifically, we test the association 22 between different aspects of parrot colouration and (1) the intensity of sexual selection and social 23 interactions, (2) variation along the slow-fast life-history continuum and (3) climatic variation. We show 24 that larger species and species that live in warm environments display more elaborated colours, yet 25 smaller species have higher levels of sexual dichromatism. Larger parrots tend to have darker and more 26 blue and red colours. Parrots that live in humid environments are darker and redder, whilst species 27 inhabiting warm regions have more blue plumage colours. In general, the variables we considered explain 28 small to moderate amounts of variation in parrot colouration (up to 20%). Our data suggest that sexual 29 selection may be acting more strongly on males in small, short-lived parrots leading to sexual 30 dichromatism. More elaborate colouration in both males and females of the larger, long-lived species with 31 slow tropical life-histories suggests that mutual mate choice and reduced selection for crypsis may be 32 important in these species, as has been shown for passerines. 33 Keywords: plumage colour elaboration, sexual dichromatism, body size, climate, psittaciformes, 34 comparative analyses. 35 36 37 38So far, few studies on plumage colouration have considered multiple variables. Dale et al. (2015) used 131 comparative analyses to explore the effects of multiple traits on plumage colour in passerines. 132Specifically, this study suggests that the evolution of plumage colour and sexual dichromatism are mainly 133 driven by sexual selection and life-history traits, with stronger effects on female than on male colour. 134Both males and females are more colourful in larger species and in species with tropical life histories (i.e. 135 small clutch size, low seasonality habitats), whilst sexual dichromatism was higher in smaller species and 136 in species with male-biased sexual selection. 137Here, we ask what factors affect plumage colouration in parrots.We quantified achromatic and 138 chromatic colour variation among all 398 species of the order Psittaciformes based on colour plates, and 139 computed estimates of colour elaboration, colour diversity and sexual dichromatism. Our study had three 140