Paddles directly influence reaction kinetics by enhancing the mixing of reactants and catalysts. Improved mixing can lead to faster reaction rates by ensuring that reactants are continuously brought into contact with the active sites on the catalyst surface. It also helps in maintaining a uniform temperature, which is crucial for reactions that are sensitive to temperature fluctuations.