There’s no straightforward yes or no answer as to whether this would work. It’s important to know what the hangers are made of. If they’re made of plastic, you should note that not all plastics are paintable. For paintable plastics we recommend using our edding plastic primer to achieve maximum durability. If the hangers are already painted, you should determine whether it’s a synthetic resin paint, as the two different paint types are not compatible.