Effectiveness of China's plug-in electric vehicle subsidy
研究评估了中国2017年插电式电动汽车补贴的效果，发现补贴虽提升了燃油经济性并节省了汽油，但成本高昂，因大量非新增买家（尤其是高收入者）本就会购车。建议将补贴从高收入者转向低收入者，可在相同预算下提高市场占有率。
Subsidies for promoting plug-in electric vehicle (PEV) adoption are a key component of China's overall plan for reducing local air pollution and greenhouse gas emissions from the light-duty vehicle sector. In this paper, we explore the impact and cost-effectiveness of the Chinese PEV subsidy program. In particular, a vehicle choice model is estimated using a large random sample of individual level, model year 2017 Chinese new vehicle purchases. The choice model is then used to predict PEV market share under alternative policies. Simulation results suggest that the 2.5% PEV market share of Chinese new vehicle sales in 2017 resulted in China's new vehicle fleet fuel economy improving by roughly 2%, reducing total gasoline consumption by 6.66 billion liters. However, the current PEV subsidy in China is expensive, costing $1.90 per additional liter of gasoline saved. This is due to a large number of non-additional PEV buyers, particularly high income consumers, who would have purchased the PEV regardless of the subsidy. Eliminating the subsidy for high income consumers and increasing it for low income consumers could result in a substantially lower cost per additional PEV ($13,758 versus $24,506). This would allow for greater PEV adoption (3.11% versus 2.47% market share) for the same budget. In terms of the impact of the recently announced subsidy reduction, results suggest that the PEV market share in China would have declined by 21% had the subsidy been halved without any countervailing measures. Using the same reduced budget, had zero PEV subsidies been given to high-income consumers and higher subsidies been given to low-income consumers, the PEV market share would have declined by only 8%.