The Raman gain coefficient in hydrogen-rare gas mixture is controlled through the collisional broadening of the hydrogen Raman transition by rare-gas molecules. This results in the suppression of the Raman conversion from the first-order Stokes to the secondorder Stokes and the increase in the conversion efficiency for the lower anti-Stokes orders.