Abstract A simple analytic relation between the phase shifts produced by two supersymmetric (SUSY) partner potentials remains valid for both shape invariant potential (SIP) and non-SIP. This relationship for the Eckart potential, which is an SIP, has been critically investigated. A possible pitfall in assigning the orbital angular momentum for the supersymmetric partner potential has also been indicated.