education gradient (but no income gradient) in drug utilization, after controlling for health indicators. Whereas high … males, but not as clearly for females, we find that the education gradient is weaker for more health-related drugs but … stronger for more expensive drugs. We conclude that the main reason for the education gradient in drug utilization is doctors …