The presence of competition weakens the incentives for a regulated firm to reduce costs. When costs are correlated in the industry, the regulated firm has higher costs. More competition further weakens cost reduction incentives. Compared to private firms, regulated firms have higher costs. Setting regulatory targets based on output rather than price can lead to lower prices and better cost reduction incentives due to competition.