In this paper we give general criteria to be satisfied by a slowly time-dependent Hamiltonian in order to possess adiabatic invariants of m-th order. We evaluate also the degree of approximate constancy of such adiabatic invariants. We end up the paper applying our methods to the motion of a charged particle in a magnetic field, ie. to the harmonic oscillator.