"RCA" is a very generic connector used mostly for audio but video for old TVs as well. So you have to be specific, WHAT RCA? What labelings on the connectors in question?
if the TV box RCA is labeled VIDEO OUT, and your TV has a RCA VIDEO IN, then most likely yes.
Post pictures, otherwise we are going Whatchamacallit back and forth all day.