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Assessing the effectiveness of financial incentives on electric vehicle adoption in Europe: Multi-period difference-in-difference approach

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  • Correia Sinézio Martins, Edlaine
  • Lépine, Julien
  • Corbett, Jacqueline

Abstract

Electric vehicles (EVs) are considered a promising alternative to achieve a cleaner transportation sector. In the last decade, European countries have implemented financial incentive policies to boost EV adoption. This paper estimates the impacts of these policies on EV adoption in Europe using data from 30 countries from 2012 to 2021 and a multi-period difference-in-differences approach. Our results reveal that purchase incentive policies are associated with increased registrations of battery electric vehicles and plug-in hybrid vehicles, and that the effect holds over time. However, the magnitude and duration of these effects are more significant for battery electric vehicles. Ownership incentive policies do not contribute to EV registrations for either type. Further, the results suggest that policy impacts vary between countries with different levels of gross domestic product per capita and renewable energy consumption. These results contribute to the literature on evaluating financial incentive policies for EV adoption, enabling improved decision making by policymakers.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:transa:v:189:y:2024:i:c:s0965856424002659
    DOI: 10.1016/j.tra.2024.104217
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    as
    1. Mark F Olson & Jose G Juarez & Moritz U G Kraemer & Jane P Messina & Gabriel L Hamer, 2021. "Global patterns of aegyptism without arbovirus," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 15(5), pages 1-12, May.
    2. Italo Colantone & Gianmarco Ottaviano & Piero Stanig, 2021. "The Backlash of Globalization," BAFFI CAREFIN Working Papers 21165, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    3. Jack P. C. Kleijnen & Wim C. M. van Beers, 2022. "Statistical Tests for Cross-Validation of Kriging Models," INFORMS Journal on Computing, INFORMS, vol. 34(1), pages 607-621, January.
    4. Peter Haan & Adrián Santonja & Aleksandar Zaklan, 2023. "Effectiveness and Heterogeneous Effects of Purchase Grants for Electric Vehicles," Discussion Papers of DIW Berlin 2032, DIW Berlin, German Institute for Economic Research.
    5. Shanjun Li & Lang Tong & Jianwei Xing & Yiyi Zhou, 2017. "The Market for Electric Vehicles: Indirect Network Effects and Policy Design," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(1), pages 89-133.
    6. Fournel, Jean-François, 2023. "Electric Vehicle Subsidies: Cost-Effectiveness and Emission Reductions," TSE Working Papers 23-1465, Toulouse School of Economics (TSE).
    7. Asaad Mohammad & Ramon Zamora & Tek Tjing Lie, 2020. "Integration of Electric Vehicles in the Distribution Network: A Review of PV Based Electric Vehicle Modelling," Energies, MDPI, vol. 13(17), pages 1-20, September.
    8. Heijmans, Roweno J.R.K., 2021. "On Environmental Externalities and Global Games," Other publications TiSEM bf63c5db-9095-47be-b338-a, Tilburg University, School of Economics and Management.
    9. 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).
    10. Li, Xiaomin & Chen, Pu & Wang, Xingwu, 2017. "Impacts of renewables and socioeconomic factors on electric vehicle demands – Panel data studies across 14 countries," Energy Policy, Elsevier, vol. 109(C), pages 473-478.
    11. 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.
    12. Alali, Layla & Niesten, Eva & Gagliardi, Dimitri, 2022. "The impact of UK financial incentives on the adoption of electric fleets: The moderation effect of GDP change," Transportation Research Part A: Policy and Practice, Elsevier, vol. 161(C), pages 200-220.
    13. Azarafshar, Roshanak & Vermeulen, Wessel N., 2020. "Electric vehicle incentive policies in Canadian provinces," Energy Economics, Elsevier, vol. 91(C).
    14. World Bank & UNHCR, 2021. "The Global Cost of Inclusive Refugee Education," World Bank Publications - Reports 35238, The World Bank Group.
    15. Almeida Neves, Sónia & Cardoso Marques, António & Alberto Fuinhas, José, 2019. "Technological progress and other factors behind the adoption of electric vehicles: Empirical evidence for EU countries," Research in Transportation Economics, Elsevier, vol. 74(C), pages 28-39.
    16. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    17. Daniel A. Griffith & Bin Li, 2022. "Advanced Introduction to Spatial Statistics," Books, Edward Elgar Publishing, number 20057.
    18. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    19. Noémi Kreif & Richard Grieve & Dominik Hangartner & Alex James Turner & Silviya Nikolova & Matt Sutton, 2016. "Examination of the Synthetic Control Method for Evaluating Health Policies with Multiple Treated Units," Health Economics, John Wiley & Sons, Ltd., vol. 25(12), pages 1514-1528, December.
    20. Gass, V. & Schmidt, J. & Schmid, E., 2014. "Analysis of alternative policy instruments to promote electric vehicles in Austria," Renewable Energy, Elsevier, vol. 61(C), pages 96-101.
    21. Emad Kazemzadeh & Matheus Koengkan & José Alberto Fuinhas, 2022. "Effect of Battery-Electric and Plug-In Hybrid Electric Vehicles on PM2.5 Emissions in 29 European Countries," Sustainability, MDPI, vol. 14(4), pages 1-22, February.
    22. 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).
    23. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    24. 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).
    25. Sierzchula, William & Bakker, Sjoerd & Maat, Kees & van Wee, Bert, 2014. "The influence of financial incentives and other socio-economic factors on electric vehicle adoption," Energy Policy, Elsevier, vol. 68(C), pages 183-194.
    26. Chandra, Minal, 2022. "Investigating the impact of policies, socio-demography and national commitments on electric-vehicle demand: Cross-country study," Journal of Transport Geography, Elsevier, vol. 103(C).
    27. Caldeira, Thiago Costa Monteiro & Ehrl, Philipp & Moreira, Tito Belchior Silva, 2023. "Fiscal decentralization and tax collection: evidence from the rural property tax in Brazil," European Journal of Political Economy, Elsevier, vol. 78(C).
    28. 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.
    29. Sheldon, Tamara L. & Dua, Rubal, 2024. "The dynamic role of subsidies in promoting global electric vehicle sales," Transportation Research Part A: Policy and Practice, Elsevier, vol. 187(C).
    30. Jenn, Alan & Azevedo, Inês L. & Ferreira, Pedro, 2013. "The impact of federal incentives on the adoption of hybrid electric vehicles in the United States," Energy Economics, Elsevier, vol. 40(C), pages 936-942.
    31. Makena Coffman & Paul Bernstein & Sherilyn Wee, 2017. "Electric vehicles revisited: a review of factors that affect adoption," Transport Reviews, Taylor & Francis Journals, vol. 37(1), pages 79-93, January.
    32. Wang, Ning & Tang, Linhao & Zhang, Wenjian & Guo, Jiahui, 2019. "How to face the challenges caused by the abolishment of subsidies for electric vehicles in China?," Energy, Elsevier, vol. 166(C), pages 359-372.
    33. Qiang Yang & Patrick Weigelt & Trevor S. Fristoe & Zhijie Zhang & Holger Kreft & Anke Stein & Hanno Seebens & Wayne Dawson & Franz Essl & Christian König & Bernd Lenzner & Jan Pergl & Robin Pouteau & , 2021. "The global loss of floristic uniqueness," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    34. Hardman, Scott, 2019. "Understanding the impact of reoccurring and non-financial incentives on plug-in electric vehicle adoption – A review," Transportation Research Part A: Policy and Practice, Elsevier, vol. 119(C), pages 1-14.
    35. 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.
    36. Tomomi Miyazaki & Masayuki Tamaoka & Ayu Tomita & Keigo Kameda & Akihiro Kawase & Katsuyoshi Nakazawa & Hiroyuki Ono & Naoko Yokoyama, 2022. "Summary Statistics," SpringerBriefs in Economics, in: Tax Morale and Tax Resistance, chapter 0, pages 19-29, Springer.
    37. Yu, Fan & Xiao, De & Chang, Meng-Shiuh, 2021. "The impact of carbon emission trading schemes on urban-rural income inequality in China: A multi-period difference-in-differences method," Energy Policy, Elsevier, vol. 159(C).
    38. Ajanovic, Amela & Haas, Reinhard, 2016. "Dissemination of electric vehicles in urban areas: Major factors for success," Energy, Elsevier, vol. 115(P2), pages 1451-1458.
    39. Chenlei Xue & Huaguo Zhou & Qunqi Wu & Xueying Wu & Xingbo Xu, 2021. "Impact of Incentive Policies and Other Socio-Economic Factors on Electric Vehicle Market Share: A Panel Data Analysis from the 20 Countries," Sustainability, MDPI, vol. 13(5), pages 1-12, March.
    40. Luis E C Rocha & Petter Holme & Claudio D G Linhares, 2022. "The global migration network of sex-workers," Journal of Computational Social Science, Springer, vol. 5(1), pages 969-985, May.
    41. Fritz, Markus & Plötz, Patrick & Funke, Simon A., 2019. "The impact of ambitious fuel economy standards on the market uptake of electric vehicles and specific CO2 emissions," Energy Policy, Elsevier, vol. 135(C).
    42. Lieven, Theo, 2015. "Policy measures to promote electric mobility – A global perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 78-93.
    43. Wang, Ning & Pan, Huizhong & Zheng, Wenhui, 2017. "Assessment of the incentives on electric vehicle promotion in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 101(C), pages 177-189.
    44. 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.
    45. Lu, Tianwei & Yao, Enjian & Jin, Fanglei & Yang, Yang, 2022. "Analysis of incentive policies for electric vehicle adoptions after the abolishment of purchase subsidy policy," Energy, Elsevier, vol. 239(PB).
    46. Vassileva, Iana & Campillo, Javier, 2017. "Adoption barriers for electric vehicles: Experiences from early adopters in Sweden," Energy, Elsevier, vol. 120(C), pages 632-641.
    47. Lévay, Petra Zsuzsa & Drossinos, Yannis & Thiel, Christian, 2017. "The effect of fiscal incentives on market penetration of electric vehicles: A pairwise comparison of total cost of ownership," Energy Policy, Elsevier, vol. 105(C), pages 524-533.
    48. Yan, Shiyu, 2018. "The economic and environmental impacts of tax incentives for battery electric vehicles in Europe," Energy Policy, Elsevier, vol. 123(C), pages 53-63.
    49. Hardman, Scott, 2019. "Understanding the Impact of Reoccurring and Non-Financial Incentives on Plug-in Electric Vehicle Adoption – A Review," Institute of Transportation Studies, Working Paper Series qt7v13w987, Institute of Transportation Studies, UC Davis.
    50. 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.
    51. José Alberto Fuinhas & Matheus Koengkan & Nuno Carlos Leitão & Chinazaekpere Nwani & Gizem Uzuner & Fatemeh Dehdar & Stefania Relva & Drielli Peyerl, 2021. "Effect of Battery Electric Vehicles on Greenhouse Gas Emissions in 29 European Union Countries," Sustainability, MDPI, vol. 13(24), pages 1-26, December.
    52. Thiel, Christian & Perujo, Adolfo & Mercier, Arnaud, 2010. "Cost and CO2 aspects of future vehicle options in Europe under new energy policy scenarios," Energy Policy, Elsevier, vol. 38(11), pages 7142-7151, November.
    53. Jia Yao & Siqin Xiong & Xiaoming Ma, 2020. "Comparative Analysis of National Policies for Electric Vehicle Uptake Using Econometric Models," Energies, MDPI, vol. 13(14), pages 1-18, July.
    54. Shang, Wen-Long & Zhang, Junjie & Wang, Kun & Yang, Hangjun & Ochieng, Washington, 2024. "Can financial subsidy increase electric vehicle (EV) penetration---evidence from a quasi-natural experiment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 190(PA).
    55. Harrison, Gillian & Thiel, Christian, 2017. "An exploratory policy analysis of electric vehicle sales competition and sensitivity to infrastructure in Europe," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 165-178.
    56. T. N. Li & A. Papanicolaou, 2019. "Statistical Arbitrage for Multiple Co-Integrated Stocks," Papers 1908.02164, arXiv.org, revised Feb 2022.
    57. DeShazo, J.R. & Sheldon, Tamara L. & Carson, Richard T., 2017. "Designing policy incentives for cleaner technologies: Lessons from California's plug-in electric vehicle rebate program," Journal of Environmental Economics and Management, Elsevier, vol. 84(C), pages 18-43.
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