The arrangement of atoms within a catalyst affects its electronic properties and the strength of interactions with reactants. For instance, in metal catalysts, the arrangement of metal atoms can influence the binding energies of intermediates, thus affecting the rate-determining steps of a reaction. This is why crystallographic studies are essential for understanding catalytic mechanisms.