Positive reinforcement-based dog training improves welfare compared to aversive methods, building confidence rather than suppressing behavior through fear.
Training method choice is a welfare decision. Aversive training suppresses behavior through pain and fear; positive reinforcement builds behavior through confidence and motivation. The welfare outcomes of these approaches are measurably different.