Participants demonstrated a clear bias towards psychotherapy ( mean 4.53 , SD 1.99 ) compared to pharmacotherapy ( mean 2.73 , SD 2.41 ; t173 = 7.67 , P < .001 , d = 0.81 ) when rating treatment efficacy prior to the experiment .