The shape of a catalyst particle can influence its surface area and the availability of active sites. For example, nanoparticles with high aspect ratios, such as rods or wires, can expose more active sites compared to spherical particles. This increased surface area enhances the catalytic efficiency. Moreover, the shape can dictate how reactants approach and interact with the catalyst, further influencing activity and selectivity.