Developing reliable, practical welfare metrics is essential for evidence-based welfare improvement in commercial farm animal systems.
Welfare measurement is foundational to welfare improvement. Without reliable metrics, it is impossible to identify problems, target interventions, or demonstrate progress. The shift from measuring inputs - space, enrichment provision - to measuring animal-based outcomes represents an important methodological advance. Developing metrics that are both scientifically valid and practically implementable in commercial settings is a key welfare science priority.