Outcome-based welfare metrics that directly measure animal experience are increasingly preferred over input-based standards; understanding this distinction improves welfare assessment and policy.
The transition from input-based to outcome-based welfare assessment represents a conceptual maturation of animal welfare policy. Input standards specify what producers must provide; outcome metrics measure what animals actually experience. A farm with correct space allowances but poor management may have worse welfare than one with smaller but well-managed spaces. Outcome metrics capture the actual welfare experienced regardless of whether specific inputs are provided, making them more reliable indicators of genuine animal welfare.