This article captures the effects of output subsidy.
Firms without subsidy are not willing to improve energy efficiency.
Subsidy stimulates the subsidized firms’ outputs and deters the others’ outputs.
The subsidy intensity depends on firms’ position.
Overdue subsidy cannot reach the environmental object.