The units of the rate constant in a chemical reaction depend on the overall order of the reaction, which is the sum of the exponents of the concentration terms in the rate law. This variability in units arises because the rate constant must ensure that the rate of reaction has consistent units of concentration per unit time, typically mol/L/s.