Science has proven you can very effectively stop the spread of a virus or other pathogen in livestock by culling the herd/flock. Should we follow that science

Science has proven you can very effectively stop the spread of a virus or other pathogen in livestock by culling the herd/flock. Should we follow that science with ourselves? Or maybe is there ethical and philosophical ponderances left there?