Independent welfare auditing of broiler chicken farms is essential for translating written standards into real-world improvements, but audit design critically determines whether assessments capture true welfare outcomes.
Welfare auditing is only as valuable as the accuracy and relevance of its measures. Resource-based audits that check whether perches are present or lighting levels meet standards tell little about whether birds are actually using enrichments or experiencing chronic pain from lameness. Outcome-based auditing — measuring the animal directly — better captures welfare reality. The shift towards slaughterhouse-based data collection (footpad lesions, mortality, condemnations) provides population-level welfare intelligence at low cost and without the limitations of farm-visit audits. For auditing to drive real improvement rather than paper compliance, it must be unannounced, outcome-focused, and linked to consequences for persistent non-compliance.