SIE originates from the approximate nature of exchange-correlation functionals in DFT. These functionals often fail to cancel out the spurious self-interaction of an electron with itself, which should be zero. This failure leads to overestimated electron densities and incorrect energy calculations, impacting the prediction of catalytic activities and mechanisms.