Policy incentives are mechanisms or tools implemented by governments or institutions to encourage certain behaviors or actions among individuals and businesses. In the context of long-run aggregate supply, these incentives can significantly influence economic growth, productivity, and the overall health of an economy by shaping investment decisions and resource allocation.