In this paper we completely characterize those weighted Hardy spaces that are Poletsky-Stessin Hardy spaces $H^p_u$. We also provide a reduction of $H^∞$ problems to $H^p_u$ problems and demonstrate how such a reduction can be used to make shortcuts in the proofs of the interpolation theorem and corona problem.