We investigate numerically the signatures of collective modes in the tunneling spectra of superconductors. The larger strength of the signatures observed in the high-T c superconductors, as compared to classical low-T c materials, is explained by the low dimensionality of these layered compounds. We also show that the strongcoupling structures are dips ͑zeros in the d 2 I / dV 2 spectrum͒ in d-wave superconductors, rather than the steps ͑peaks in d 2 I / dV 2 ͒ observed in classical s-wave superconductors. Finally we question the usefulness of effective density of states models for the analysis of tunneling data in d-wave superconductors.