Explanation

The rate law involves concentration terms. If the reaction is Rate = k[A]^2, then the units of k are (Concentration)$^{-1}$(Time)$^{-1}$. Assuming pressure (atm) is proportional to concentration, the unit is (atm)$^{-1}$(hr)$^{-1}$.