That is not entirely true. It depends on the kinds of sanctions. This is why modern sanctions have shifted from punishing the citizens in hope of them rising against the regime to pin targeting the leaders and the ruling class.

The catastrophe and starvation in Iraq (I think it was Iraq) changed how sanctions were used.