Just to clarify, when I've had problems, it wasn't the connections of the pipes. It was the water running down the wall, then between the fixture and the wall. Plumbers putty/caulk for the Escutcheons Plates. Silicone caulk for the faucet

I've had leaks at the tub penetrations before. Check the penetration for the showerhead, mixing valve, and spout