Identifying stress in laying hens requires understanding behavioral, physiological, and production indicators that together paint a welfare picture.
Individual welfare assessment in poultry flocks is difficult because flock averages mask individual variation. Flock-level indicators provide a welfare picture but miss suffering individuals. The development of validated welfare assessment tools including the Welfare Quality protocol has improved monitoring standards in research and audit contexts.