Reward-based training matched or beat e-collars on recall — the use case e-collars are most defended for

A University of Lincoln field comparison found reward-based training was more effective at improving recall during training sessions, with fewer commands, fewer errors, and shorter response latencies than e-collar approaches.

“Reward-based training was more effective at improving recall during the training sessions.”