“…In previous studies, different behaviors expressed before range access were seen to correlate with range use, either negatively as was the case of social motivation (broilers: Ferreira et al, 2020a ), or positively as was the case of foraging/exploration (broilers: Ferreira et al, 2021 ; Ferreira et al, 2022 ; Bonnefous et al, 2023 ); (laying hens: Kolakshyapati et al, 2020 ). To further investigate these relationships, here, we applied a multivariate test aimed to measure the expression of several animal behavioral traits, indirectly, such as its degree of social motivation, exploration and boldness from its use of the arena, or directly, such as foraging ( Karlsson et al, 2011 ; Wirén and Jensen, 2011 ; Zidar et al, 2018 ; Bonnefous et al, 2023 ).…”