Validated animal-based welfare indicators for cattle enable systematic welfare assessment that goes beyond resource-based measures to capture actual welfare outcomes.
Animal-based welfare indicators move beyond counting resources (space, feed, water) to measuring whether animals are actually in a good welfare state. A cattle herd with adequate space but 40% lameness prevalence has poor welfare regardless of resource provision. Integrating animal-based measures into farm welfare assessment provides the feedback loop necessary for genuine welfare improvement, as farms can be held accountable for welfare outcomes rather than just management inputs.