“…High reliance on government subsidies. Currently, financial subsidies are the main driving force behind energy efficiency retrofits and clean heating in farm buildings [ 9 ]. On the one hand, the central government's financial support policy plays a fundamental role in promoting the development of clean heating and energy efficiency in rural areas.…”