It has to be expensive enough to depress consumption and/or promote more efficient use. Countries where oil is expensive have better fuel efficiency, for example.
I'm in New Zealand, and plenty of us have serious gas guzzlers even though petrol is far more expensive than in the US. A bunch of Scandinavian countries are twice as expensive as the US.