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The synergy between electric vehicle and electricity generation mix: A path to sustainable transportation

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  • Singh, Priyanshu
  • Namrata,

Abstract

The integration of clean energy in the power sector and electric vehicles (EVs) in the transportation sector can reduce CO2 emissions. This study, thus, seeks to examine the effects of various renewable and non-renewable sources on the proliferation of EV sales. The paper does empirical analysis using a panel dataset that includes 29 economies spanning from 2011 to 2021. The study employs panel-ARDL, fixed effect, and panel quantile regression (PQR) methods. The findings reveal that the EV sales are influenced by the mix of electricity generation. Fossil fuel-derived electricity has an adverse effect on EV sales, whereas green energy sources have a positive impact on EV growth. Further, the sales of EVs are adversely impacted by carbon emissions from the power generation. Additional cointegration test results show a long-term association between the variables. The findings highlight the relevance of renewable energy in boosting EV sales, providing valuable insights for policymakers and manufacturers.

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  • Singh, Priyanshu & Namrata,, 2025. "The synergy between electric vehicle and electricity generation mix: A path to sustainable transportation," Energy Policy, Elsevier, vol. 200(C).
    • Handle: RePEc:eee:enepol:v:200:y:2025:i:c:s0301421525000655
    DOI: 10.1016/j.enpol.2025.114558
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    1. Georgatzi, Vasiliki V. & Stamboulis, Yeoryios & Vetsikas, Apostolos, 2020. "Examining the determinants of CO2 emissions caused by the transport sector: Empirical evidence from 12 European countries," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 11-20.
    2. Adekunle Mofolasayo, 2023. "Assessing and Managing the Direct and Indirect Emissions from Electric and Fossil-Powered Vehicles," Sustainability, MDPI, vol. 15(2), pages 1-33, January.
    3. Mekky, Maher F. & Collins, Alan R., 2024. "The Impact of state policies on electric vehicle adoption -A panel data analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    4. Egbue, Ona & Long, Suzanna, 2012. "Barriers to widespread adoption of electric vehicles: An analysis of consumer attitudes and perceptions," Energy Policy, Elsevier, vol. 48(C), pages 717-729.
    5. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    6. Akram, Rabia & Chen, Fuzhong & Khalid, Fahad & Huang, Guanhua & Irfan, Muhammad, 2021. "Heterogeneous effects of energy efficiency and renewable energy on economic growth of BRICS countries: A fixed effect panel quantile regression analysis," Energy, Elsevier, vol. 215(PB).
    7. Mandys, F., 2021. "Electric vehicles and consumer choices," Renewable and Sustainable Energy Reviews, Elsevier, vol. 142(C).
    8. Jang, Sungsoon & Choi, Jae Young, 2021. "Which consumer attributes will act crucial roles for the fast market adoption of electric vehicles?: Estimation on the asymmetrical & heterogeneous consumer preferences on the EVs," Energy Policy, Elsevier, vol. 156(C).
    9. Zhao, Xiaolei & Li, Xuemei & Zhao, Ziyao & Luo, Tianyi, 2024. "Media attention and electric vehicle adoption: Evidence from 275 cities in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 190(C).
    10. Zhiqiu Lin & Augustine Brannigan, 2003. "Advances in the Analysis of Non-stationary Time Series: An Illustration of Cointegration and Error Correction Methods in Research on Crime and Immigration," Quality & Quantity: International Journal of Methodology, Springer, vol. 37(2), pages 151-168, May.
    11. Hofmann, Jana & Guan, Dabo & Chalvatzis, Konstantinos & Huo, Hong, 2016. "Assessment of electrical vehicles as a successful driver for reducing CO2 emissions in China," Applied Energy, Elsevier, vol. 184(C), pages 995-1003.
    12. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    13. Irfan Ullah & Muhammad Safdar & Jianfeng Zheng & Alessandro Severino & Arshad Jamal, 2023. "Employing Bibliometric Analysis to Identify the Current State of the Art and Future Prospects of Electric Vehicles," Energies, MDPI, vol. 16(5), pages 1-24, February.
    14. Casalicchio, Valeria & Manzolini, Giampaolo & Prina, Matteo Giacomo & Moser, David, 2022. "From investment optimization to fair benefit distribution in renewable energy community modelling," Applied Energy, Elsevier, vol. 310(C).
    15. Abu Danish Aiman Bin Abu Sofian & Hooi Ren Lim & Heli Siti Halimatul Munawaroh & Zengling Ma & Kit Wayne Chew & Pau Loke Show, 2024. "Machine learning and the renewable energy revolution: Exploring solar and wind energy solutions for a sustainable future including innovations in energy storage," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3953-3978, August.
    16. Yuan-Ming Lee & Kuan-Min Wang, 2015. "Dynamic heterogeneous panel analysis of the correlation between stock prices and exchange rates," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 28(1), pages 749-772, January.
    17. 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.
    18. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    19. Donateo, T. & Licci, F. & D’Elia, A. & Colangelo, G. & Laforgia, D. & Ciancarelli, F., 2015. "Evaluation of emissions of CO2 and air pollutants from electric vehicles in Italian cities," Applied Energy, Elsevier, vol. 157(C), pages 675-687.
    20. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    21. Mukherjee, Sanghamitra Chattopadhyay & Ryan, Lisa, 2020. "Factors influencing early battery electric vehicle adoption in Ireland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 118(C).
    22. Khezri, Mohsen & Hasan, Qaraman Mohammed, 2024. "Exploring the impacts of entrepreneurship indices on renewable energy mix: A cross-country study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
    23. Troy R. Hawkins & Bhawna Singh & Guillaume Majeau‐Bettez & Anders Hammer Strømman, 2013. "Comparative Environmental Life Cycle Assessment of Conventional and Electric Vehicles," Journal of Industrial Ecology, Yale University, vol. 17(1), pages 53-64, February.
    24. Costa, C.M. & Barbosa, J.C. & Castro, H. & Gonçalves, R. & Lanceros-Méndez, S., 2021. "Electric vehicles: To what extent are environmentally friendly and cost effective? – Comparative study by european countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    25. Timilsina, Govinda R., 2021. "Are renewable energy technologies cost competitive for electricity generation?," Renewable Energy, Elsevier, vol. 180(C), pages 658-672.
    26. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    27. Axsen, Jonn & TyreeHageman, Jennifer & Lentz, Andy, 2012. "Lifestyle practices and pro-environmental technology," Ecological Economics, Elsevier, vol. 82(C), pages 64-74.
    28. Ajanovic, Amela & Haas, Reinhard, 2016. "Dissemination of electric vehicles in urban areas: Major factors for success," Energy, Elsevier, vol. 115(P2), pages 1451-1458.
    29. Choi, Hyunhong & Shin, Jungwoo & Woo, JongRoul, 2018. "Effect of electricity generation mix on battery electric vehicle adoption and its environmental impact," Energy Policy, Elsevier, vol. 121(C), pages 13-24.
    30. JongRoul Woo & HyungBin Moon & Jongsu Lee & Jinyong Jang, 2017. "Public attitudes toward the construction of new power plants in South Korea," Energy & Environment, , vol. 28(4), pages 499-517, June.
    31. Rotaris, Lucia & Giansoldati, Marco & Scorrano, Mariangela, 2021. "The slow uptake of electric cars in Italy and Slovenia. Evidence from a stated-preference survey and the role of knowledge and environmental awareness," Transportation Research Part A: Policy and Practice, Elsevier, vol. 144(C), pages 1-18.
    32. Yong, Jia Ying & Ramachandaramurthy, Vigna K. & Tan, Kang Miao & Mithulananthan, N., 2015. "A review on the state-of-the-art technologies of electric vehicle, its impacts and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 365-385.
    33. Ying Sun & Biao Luo & Shanyong Wang & Wenpei Fang, 2021. "What you see is meaningful: Does green advertising change the intentions of consumers to purchase eco‐labeled products?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 694-704, January.
    34. Tomiwa Sunday Adebayo & Sami Ullah, 2024. "Towards a sustainable future: The role of energy efficiency, renewable energy, and urbanization in limiting CO2 emissions in Sweden," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 244-259, February.
    35. David Powell, 2022. "Quantile regression with nonadditive fixed effects," Empirical Economics, Springer, vol. 63(5), pages 2675-2691, November.
    36. Sachan, Anshita & Sahu, Udit Kumar & Pradhan, Ashis Kumar & Thomas, Ronny, 2023. "Examining the drivers of renewable energy consumption: Evidence from BRICS nations," Renewable Energy, Elsevier, vol. 202(C), pages 1402-1411.
    37. Yujin Beak & Kayoung Kim & Kyuho Maeng & Youngsang Cho, 2020. "Is the environment‐friendly factor attractive to customers when purchasing electric vehicles? Evidence from South Korea," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 996-1006, March.
    38. Roger Perman & David I. Stern, 2003. "Evidence from panel unit root and cointegration tests that the Environmental Kuznets Curve does not exist," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(3), pages 325-347, September.
    39. Brannstrom, Christian & Gorayeb, Adryane & de Sousa Mendes, Jocicléa & Loureiro, Caroline & Meireles, Antonio Jeovah de Andrade & Silva, Edson Vicente da & Freitas, Ana Larissa Ribeiro de & Oliveira, , 2017. "Is Brazilian wind power development sustainable? Insights from a review of conflicts in Ceará state," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 62-71.
    40. Madhusudhan Adhikari & Laxman Prasad Ghimire & Yeonbae Kim & Prakash Aryal & Sundar Bahadur Khadka, 2020. "Identification and Analysis of Barriers against Electric Vehicle Use," Sustainability, MDPI, vol. 12(12), pages 1-20, June.
    41. Dhir, Amandeep & Sadiq, Mohd & Talwar, Shalini & Sakashita, Mototaka & Kaur, Puneet, 2021. "Why do retail consumers buy green apparel? A knowledge-attitude-behaviour-context perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    42. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    43. Ruoso, Ana Cristina & Ribeiro, José Luis Duarte, 2022. "An assessment of barriers and solutions for the deployment of electric vehicles in the Brazilian market," Transport Policy, Elsevier, vol. 127(C), pages 218-229.
    44. Ahmad Amiruddin & Roger Dargaville & Ariel Liebman & Ross Gawler, 2024. "Integration of Electric Vehicles and Renewable Energy in Indonesia’s Electrical Grid," Energies, MDPI, vol. 17(9), pages 1-24, April.
    45. Durak, Murat & Şen, Zekai, 2002. "Wind power potential in Turkey and Akhisar case study," Renewable Energy, Elsevier, vol. 25(3), pages 463-472.
    46. Colmenar-Santos, Antonio & Muñoz-Gómez, Antonio-Miguel & Rosales-Asensio, Enrique & López-Rey, África, 2019. "Electric vehicle charging strategy to support renewable energy sources in Europe 2050 low-carbon scenario," Energy, Elsevier, vol. 183(C), pages 61-74.
    47. Khan, Syed Abdul Rehman & Zia-Ul-Haq, Hafiz Muhammad & Ponce, Pablo & Janjua, Laeeq, 2023. "Re-investigating the impact of non-renewable and renewable energy on environmental quality: A roadmap towards sustainable development," Resources Policy, Elsevier, vol. 81(C).
    48. Fayaz A. Malla & Suhaib A. Bandh & Shahid A. Wani & Anh Tuan Hoang & Nazir Ahmad Sofi, 2022. "Biofuels: Potential Alternatives to Fossil Fuels," Springer Books, in: Suhaib A. Bandh & Fayaz A. Malla (ed.), Biofuels in Circular Economy, pages 1-15, Springer.
    49. William Philip Wall & Bilal Khalid & Mariusz Urbański & Michal Kot, 2021. "Factors Influencing Consumer’s Adoption of Renewable Energy," Energies, MDPI, vol. 14(17), pages 1-19, August.
    50. Wadim Strielkowski & Lubomír Civín & Elena Tarkhanova & Manuela Tvaronavičienė & Yelena Petrenko, 2021. "Renewable Energy in the Sustainable Development of Electrical Power Sector: A Review," Energies, MDPI, vol. 14(24), pages 1-24, December.
    51. Jochem, Patrick & Doll, Claus & Fichtner, Wolf, 2016. "External costs of electric vehicles," MPRA Paper 91602, University Library of Munich, Germany.
    52. Mufutau Opeyemi, Bello, 2021. "Path to sustainable energy consumption: The possibility of substituting renewable energy for non-renewable energy," Energy, Elsevier, vol. 228(C).
    53. Payne, James E. & Truong, Huong Hoang Diep & Chu, Lan Khanh & Doğan, Buhari & Ghosh, Sudeshna, 2023. "The effect of economic complexity and energy security on measures of energy efficiency: Evidence from panel quantile analysis," Energy Policy, Elsevier, vol. 177(C).
    54. Liton Chandra Voumik & Md. Azharul Islam & Samrat Ray & Nora Yusma Mohamed Yusop & Abdul Rahim Ridzuan, 2023. "CO 2 Emissions from Renewable and Non-Renewable Electricity Generation Sources in the G7 Countries: Static and Dynamic Panel Assessment," Energies, MDPI, vol. 16(3), pages 1-14, January.
    55. Lin, Boqiang & Wu, Wei, 2021. "The impact of electric vehicle penetration: A recursive dynamic CGE analysis of China," Energy Economics, Elsevier, vol. 94(C).
    56. 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.
    57. Seiho Kim & Jaesik Lee & Chulung Lee, 2017. "Does Driving Range of Electric Vehicles Influence Electric Vehicle Adoption?," Sustainability, MDPI, vol. 9(10), pages 1-15, October.
    58. Sofana Reka S & Prakash Venugopal & Ravi V & Hassan Haes Alhelou & Amer Al-Hinai & Pierluigi Siano, 2022. "Analysis of Electric Vehicles with an Economic Perspective for the Future Electric Market," Future Internet, MDPI, vol. 14(6), pages 1-17, May.
    59. Afshar, Shahab & Macedo, Pablo & Mohamed, Farog & Disfani, Vahid, 2021. "Mobile charging stations for electric vehicles — A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    60. Zakaria, Zulfirdaus & Kamarudin, Siti Kartom & Abd Wahid, Khairul Anuar & Abu Hassan, Saiful Hasmady, 2021. "The progress of fuel cell for malaysian residential consumption: Energy status and prospects to introduction as a renewable power generation system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
    61. Teegala Srinivasa Kishore & Epari Ritesh Patro & V. S. K. V. Harish & Ali Torabi Haghighi, 2021. "A Comprehensive Study on the Recent Progress and Trends in Development of Small Hydropower Projects," Energies, MDPI, vol. 14(10), pages 1-31, May.
    62. da Silva, Patrícia Pereira & Cerqueira, Pedro André & Ogbe, Wojolomi, 2018. "Determinants of renewable energy growth in Sub-Saharan Africa: Evidence from panel ARDL," Energy, Elsevier, vol. 156(C), pages 45-54.
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