The science of dog training has converged on positive reinforcement as the welfare-optimal approach, with aversive training methods associated with measurable welfare harms.
Aversive training methods including shock collars, prong collars, and alpha rolls cause measurable fear, stress, and anxiety in dogs. These welfare harms are not offset by training efficacy - positive reinforcement achieves the same results without the welfare cost. The use of aversive methods also damages the human-dog bond and increases the risk of redirected aggression. The welfare case against aversive training is supported by the behavioral science community and translated into regulatory bans in progressive jurisdictions.