Has the special license plate promoted the adoption of electric vehicles? A quasi-natural experiment from China
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DOI: 10.1016/j.tra.2025.104818
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- Wang, Ning & Tang, Linhao & Pan, Huizhong, 2017. "Effectiveness of policy incentives on electric vehicle acceptance in China: A discrete choice analysis," Transportation Research Part A: Policy and Practice, Elsevier, vol. 105(C), pages 210-218.
- Liu, Xiaoling & Sun, Xiaohua & Zheng, Hui & Huang, Dongdong, 2021. "Do policy incentives drive electric vehicle adoption? Evidence from China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 150(C), pages 49-62.
- Schulz, Felix & Rode, Johannes, 2022.
"Public charging infrastructure and electric vehicles in Norway,"
Energy Policy, Elsevier, vol. 160(C).
- Schulz, Felix & Rode, Johannes, 2021. "Public Charging Infrastructure and Electric Vehicles in Norway," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 128705, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
- Schulz, Felix & Rode, Johannes, 2022. "Public Charging Infrastructure and Electric Vehicles in Norway," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 129080, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
- James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
- Langbroek, Joram H.M. & Franklin, Joel P. & Susilo, Yusak O., 2016. "The effect of policy incentives on electric vehicle adoption," Energy Policy, Elsevier, vol. 94(C), pages 94-103.
- Chi, Yuan-Ying & Wang, Yuan-Yuan & Xu, Jin-Hua, 2021. "Estimating the impact of the license plate quota policy for ICEVs on new energy vehicle adoption by using synthetic control method," Energy Policy, Elsevier, vol. 149(C).
- Ma, Shao-Chao & Fan, Ying & Feng, Lianyong, 2017. "An evaluation of government incentives for new energy vehicles in China focusing on vehicle purchasing restrictions," Energy Policy, Elsevier, vol. 110(C), pages 609-618.
- Hu, Xianfeng & Wang, Shanyong & Zhou, Rongting & Gao, Lan & Zhu, Zujun, 2023. "Policy driven or consumer trait driven? Unpacking the EVs purchase intention of consumers from the policy and consumer trait perspective," Energy Policy, Elsevier, vol. 177(C).
- Liu, Yiran & Zhao, Xiaolei & Lu, Dan & Li, Xiaomin, 2023. "Impact of policy incentives on the adoption of electric vehicle in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
- Wang, Yuanyuan & Chi, Yuanying & Xu, Jin-Hua & Yuan, Yongke, 2022. "Consumers’ attitudes and their effects on electric vehicle sales and charging infrastructure construction: An empirical study in China," Energy Policy, Elsevier, vol. 165(C).
- Haq, Gary & Weiss, Martin, 2016. "CO2 labelling of passenger cars in Europe: Status, challenges, and future prospects," Energy Policy, Elsevier, vol. 95(C), pages 324-335.
- Zheng, Xuemei & Menezes, Flavio & Zheng, Xiaofeng & Wu, Chengkuan, 2022.
"An empirical assessment of the impact of subsidies on EV adoption in China: A difference-in-differences approach,"
Transportation Research Part A: Policy and Practice, Elsevier, vol. 162(C), pages 121-136.
- Xuemei Zheng & Flavio Menezes & Xiaofeng Zheng & Chengkuan Wu, 2021. "An Empirical Assessment of the Impact of Subsidies on EV adoption in China: A Difference-in-Differences Approach," Discussion Papers Series 645, School of Economics, University of Queensland, Australia.
- Wee, Sherilyn & Coffman, Makena & La Croix, Sumner, 2018. "Do electric vehicle incentives matter? Evidence from the 50 U.S. states," Research Policy, Elsevier, vol. 47(9), pages 1601-1610.
- Shanjun Li & Xianglei Zhu & Yiding Ma & Fan Zhang & Hui Zhou, 2022. "The Role of Government in the Market for Electric Vehicles: Evidence from China," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(2), pages 450-485, March.
- Erick Guerra & Andrew Sandweiss & Seunglee David Park, 2022. "Does rationing really backfire? A critical review of the literature on license-plate-based driving restrictions," Transport Reviews, Taylor & Francis Journals, vol. 42(5), pages 604-625, September.
- Kwon, Yeongmin & Son, Sanghoon & Jang, Kitae, 2018. "Evaluation of incentive policies for electric vehicles: An experimental study on Jeju Island," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 404-412.
- Ajanovic, Amela & Haas, Reinhard, 2016. "Dissemination of electric vehicles in urban areas: Major factors for success," Energy, Elsevier, vol. 115(P2), pages 1451-1458.
- Lin, Boqiang & Shi, Lei, 2022. "Do environmental quality and policy changes affect the evolution of consumers’ intentions to buy new energy vehicles," Applied Energy, Elsevier, vol. 310(C).
- Fan, Hang & Li, Zhi & Duan, Yunjie & Wang, Boyu, 2025. "Incentive policy formulation for China's electric vehicle market: Navigating pathways to sustainable mobility with a green premium analytical model," Energy Policy, Elsevier, vol. 202(C).
- Wang, Shanyong & Wang, Jing & Li, Jun & Wang, Jinpeng & Liang, Liang, 2018. "Policy implications for promoting the adoption of electric vehicles: Do consumer’s knowledge, perceived risk and financial incentive policy matter?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 58-69.
- Wang, Xia & Lin, Boqiang, 2024. "How has consumers' willingness to pay for the environmental value of new energy vehicles changed? Based on comparative surveys in 2016 and 2023," Research in International Business and Finance, Elsevier, vol. 72(PA).
- Gao, Jiong & Ma, Shoufeng & Zou, Hongyang & Du, Huibin, 2023. "How does population agglomeration influence the adoption of new energy vehicles? Evidence from 290 cities in China," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
- Dubé, Jean & Legros, Diègo & Thériault, Marius & Des Rosiers, François, 2014.
"A spatial Difference-in-Differences estimator to evaluate the effect of change in public mass transit systems on house prices,"
Transportation Research Part B: Methodological, Elsevier, vol. 64(C), pages 24-40.
- Jean Dubé & Diego Legros & Marius Thériault & François Des Rosiers, 2014. "A Spatial Difference-in-Differences Estimator to Evaluate the Effect of Change in Public Mass Transit Systems on House Prices," Post-Print halshs-01227236, HAL.
- Yao, Xusheng & Ma, Shoufeng & Bai, Yin & Jia, Ning, 2022. "When are new energy vehicle incentives effective? Empirical evidence from 88 pilot cities in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 165(C), pages 207-224.
- Nesbitt, Kevin & Sperling, Daniel, 2001. "Fleet Purchase Behavior: Decision Processes and Implications for New Vehicle Technologies and Fuels," Institute of Transportation Studies, Working Paper Series qt15k63162, Institute of Transportation Studies, UC Davis.
- Martin Kalthaus & Jiatang Sun, 2021. "Determinants of Electric Vehicle Diffusion in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 80(3), pages 473-510, November.
- Correia Sinézio Martins, Edlaine & Lépine, Julien & Corbett, Jacqueline, 2024. "Assessing the effectiveness of financial incentives on electric vehicle adoption in Europe: Multi-period difference-in-difference approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 189(C).
- Zhang, Tong & Burke, Paul J. & Wang, Qi, 2024.
"Effectiveness of electric vehicle subsidies in China: A three-dimensional panel study,"
Resource and Energy Economics, Elsevier, vol. 76(C).
- Tong Zhang & Paul J. Burke & Qi Wang, 2024. "Effectiveness of electric vehicle subsidies in China: A three-dimensional panel study," Departmental Working Papers 2024-1, The Australian National University, Arndt-Corden Department of Economics.
- Acar, Oğuzhan & Taşkın, Çağatan, 2025. "Environmental concern and government incentives on perceived value and electric automobile adoption," Transport Policy, Elsevier, vol. 171(C), pages 440-452.
- Qian, Lixian & Grisolía, Jose M. & Soopramanien, Didier, 2019. "The impact of service and government-policy attributes on consumer preferences for electric vehicles in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 122(C), pages 70-84.
- Wang, Yunshi & Sperling, Daniel & Tal, Gil & Fang, Haifeng, 2017. "China's electric car surge," Energy Policy, Elsevier, vol. 102(C), pages 486-490.
- Münzel, Christiane & Plötz, Patrick & Sprei, Frances & Gnann, Till, 2019. "How large is the effect of financial incentives on electric vehicle sales? – A global review and European analysis," Energy Economics, Elsevier, vol. 84(C).
- Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
- Li, Xi & Wang, Ziyan & Jiang, Siming & Li, Chongyi & Guo, Huanxiu, 2024. "Financial subsidy, government audit and new transportation technology: Evidence from the new energy vehicle pilot city program in China," Research in Transportation Economics, Elsevier, vol. 106(C).
- Jenn, Alan & Springel, Katalin & Gopal, Anand R., 2018. "Effectiveness of electric vehicle incentives in the United States," Energy Policy, Elsevier, vol. 119(C), pages 349-356.
- Menzel, Tobias & Teubner, Timm, 2024. "Signaling sustainability and regionality in the electricity market: An eye-tracking study on visual labels," Applied Energy, Elsevier, vol. 353(PB).
- Han, Liu & Wang, Shanyong & Zhao, Dingtao & Li, Jun, 2017. "The intention to adopt electric vehicles: Driven by functional and non-functional values," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 185-197.
- Clinton, Bentley C. & Steinberg, Daniel C., 2019. "Providing the Spark: Impact of financial incentives on battery electric vehicle adoption," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
- She, Zhen-Yu & Qing Sun, & Ma, Jia-Jun & Xie, Bai-Chen, 2017. "What are the barriers to widespread adoption of battery electric vehicles? A survey of public perception in Tianjin, China," Transport Policy, Elsevier, vol. 56(C), pages 29-40.
- Seitz, Claudio S. & Beuttenmüller, Oliver & Terzidis, Orestis, 2015. "Organizational adoption behavior of CO2-saving power train technologies: An empirical study on the German heavy-duty vehicles market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 80(C), pages 247-262.
- White, Lee V. & Sintov, Nicole D., 2017. "You are what you drive: Environmentalist and social innovator symbolism drives electric vehicle adoption intentions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 99(C), pages 94-113.
- Li, Guodong & Walls, W.D. & Zheng, Xiaoli, 2023. "Differential license plate pricing and electric vehicle adoption in Shanghai, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 172(C).
- Xian, Yujiao & Wang, Qian & Fan, Wenrong & Da, Yabin & Fan, Jing-Li, 2022. "The impact of different incentive policies on new energy vehicle demand in China's gigantic cities," Energy Policy, Elsevier, vol. 168(C).
- Callaway, Brantly & Sant’Anna, Pedro H.C., 2021.
"Difference-in-Differences with multiple time periods,"
Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
- Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Dec 2020.
- Blackman, Allen & Qin, Ping & Yang, Jun, 2020. "How costly are driving restrictions? Contingent valuation evidence from Beijing," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
- Jia, Wenjian & Ma, Zhuanglin & Zhao, Yangyang & Luo, Mingjie, 2025. "Understanding the role of electric vehicle perception in shaping EV adoption intention," Transport Policy, Elsevier, vol. 164(C), pages 255-264.
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