Validated welfare assessment frameworks for horses enable systematic evaluation and benchmarking of welfare outcomes across different keeping systems.
Systematic welfare assessment tools enable horse keepers, inspectors, and researchers to measure welfare consistently and identify priorities for improvement. Tools including the WAP and Horse Grimace Scale provide validated frameworks moving beyond subjective impressions. Regular application of welfare assessment tools creates baseline records against which changes over time can be assessed. The human-horse relationship domain — measuring fear responses to human approach — captures a welfare dimension often overlooked in health-focused approaches. These tools are increasingly used in welfare research and enforcement contexts.