Poor catalyst distribution refers to the uneven dispersion of a catalyst within the reaction medium, which can significantly affect the efficiency and effectiveness of a chemical reaction. This issue can lead to hot spots, channeling, or dead zones in the reactor, resulting in suboptimal catalytic activity and product yield.