The thermal conductivity of argon crystals with a nitrogen impurity of concentrations ranged from 0.05 to 1% is measured in a temperature region of 2 to 20 K. An additional thermal resistance due to the nitrogen impurity is proportional to T-2 with a linear concentration dependence. Possible mechanisms of phonon scattering by the impurity is discussed.