The calculated distance (air line) between Ocaña and El Carmen is approximately 20 miles respectively 32 kilometers.
By car or train, the actual journey to El Carmen is certainly longer, as only the direct route (as the crow flies) between Ocaña and El Carmen has been calculated here.