Deviations from linearity in an Arrhenius plot can indicate complex reaction mechanisms, changes in the rate-determining step, or the presence of multiple activation energies. Anomalies might also arise due to mass transfer limitations, heat transfer issues, or changes in the physical state of the catalyst.