Even in these circumstance there is value in estimating the cost function. The
differences in costs between areas can be used to identify those where there is
apparently poor performance which merits further more detailed investigation. The
differences in costs which remain after such investigation provide some guidance
as the potential welfare gains from introducing incentive schemes and other
mechanisms for improving performance.