Maybe. My chickens walk straight past the plastic owl by husband hung to ward off smaller birds from our patio area. They are not phased by its presence in the slightest. A mechanical owl decoy may work to deter your chickens from entering your patio or any specific area, however, over time this method may become ineffective as your chickens desensitise to the owl object.