I've overcome this same problem with several of my horses by developing a better relationship with them. My thoroughbred in particular was a handful when trying to lead him away from his pasture mates. He now sees me as the leader and willingly follows me anywhere. I follow Pat Parelli's program, but I'm sure any of the natural horse trainers will give the same info. on how to become the leader in your horse's eyes.