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Media attention and electric vehicle adoption: Evidence from 275 cities in China

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  • Zhao, Xiaolei
  • Li, Xuemei
  • Zhao, Ziyao
  • Luo, Tianyi

Abstract

Can changes in consumer psychology induced by media attention lead to pro-environmental transportation behaviors or choices? In response, we match a unique dataset on media attention with electric vehicle (EV) sales data in China, employing a two-way fixed effects model and an instrumental variable (IV) method to estimate the impact of media attention on EV adoption. Our research found that media attention significantly accelerates the market diffusion of EVs. This result is substantiated through IV tests and a series of robustness checks. Additionally, the mediation effect model revealed that media attention indirectly influences EV adoption through consumer EV attention, government EV focus, EV technological innovation, and EV purchase subsidies. We also discovered that the effect of media attention on EV adoption is not only positively moderated by the level of consumer policy awareness and education but is also more pronounced in areas with high population density, high income, high education levels, and a high air quality index. Our findings not only provide empirical evidence for understanding the role of social psychological factors and external media stimuli in promoting behavioral changes towards environmental protection but also offer guidance for policymakers and businesses in implementing effective market promotion strategies and formulating relevant policies, especially in enhancing public cognition and acceptance of EVs.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:transa:v:190:y:2024:i:c:s0965856424003173
    DOI: 10.1016/j.tra.2024.104269
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    as
    1. Brigham Frandsen & Lars Lefgren & Emily Leslie, 2023. "Judging Judge Fixed Effects," American Economic Review, American Economic Association, vol. 113(1), pages 253-277, January.
    2. Chen, Long & Huang, Jiahui & Jing, Peng & Wang, Bichen & Yu, Xiaozhou & Zha, Ye & Jiang, Chengxi, 2023. "Changing or unchanging Chinese attitudes toward ride-hailing? A social media analytics perspective from 2018 to 2021," Transportation Research Part A: Policy and Practice, Elsevier, vol. 178(C).
    3. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    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. 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).
    6. 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.
    7. Zha, Wenbin & Ye, Qian & Li, Jian & Ozbay, Kaan, 2023. "A social media Data-Driven analysis for transport policy response to the COVID-19 pandemic outbreak in Wuhan, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 172(C).
    8. Toru Kitagawa, 2015. "A Test for Instrument Validity," Econometrica, Econometric Society, vol. 83(5), pages 2043-2063, September.
    9. 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.
    10. Sun, Haiyan & Chen, Fushan, 2022. "The impact of green finance on China's regional energy consumption structure based on system GMM," Resources Policy, Elsevier, vol. 76(C).
    11. Andrew Chesher & Adam M. Rosen, 2013. "What Do Instrumental Variable Models Deliver with Discrete Dependent Variables?," American Economic Review, American Economic Association, vol. 103(3), pages 557-562, May.
    12. Rye, Jamie & Sintov, Nicole D., 2024. "Predictors of electric vehicle adoption intent in rideshare drivers relative to commuters," Transportation Research Part A: Policy and Practice, Elsevier, vol. 179(C).
    13. Li, Lixu & Wang, Zhiqiang & Xie, Xiaoqing, 2022. "From government to market? A discrete choice analysis of policy instruments for electric vehicle adoption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 160(C), pages 143-159.
    14. Anik, Md Asif Hasan & Sadeek, Soumik Nafis & Hossain, Moinul & Kabir, Shafquat, 2020. "A framework for involving the young generation in transportation planning using social media and crowd sourcing," Transport Policy, Elsevier, vol. 97(C), pages 1-18.
    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. Hynes, Niki & Wilson, Juliette, 2016. "I do it, but don't tell anyone! Personal values, personal and social norms: Can social media play a role in changing pro-environmental behaviours?," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 349-359.
    17. Zhao, Xiaolei & Zhao, Ziyao & Mao, Yumeng & Li, Xuemei, 2024. "The role of air pollution in electric vehicle adoption: Evidence from China," Transport Policy, Elsevier, vol. 154(C), pages 26-39.
    18. Wang, Jianxiong & Zhou, Yonghong, 2021. "Impact of mass media on public awareness: The “Under the Dome” effect in China," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    19. Patrick W. Schmitz, 2006. "Information Gathering, Transaction Costs, and the Property Rights Approach," American Economic Review, American Economic Association, vol. 96(1), pages 422-434, March.
    20. Gort, Michael & Konakayama, Akira, 1982. "A Model of Diffusion in the Production of an Innovation," American Economic Review, American Economic Association, vol. 72(5), pages 1111-1120, December.
    21. Breschi, Valentina & Ravazzi, Chiara & Strada, Silvia & Dabbene, Fabrizio & Tanelli, Mara, 2023. "Driving electric vehicles’ mass adoption: An architecture for the design of human-centric policies to meet climate and societal goals," Transportation Research Part A: Policy and Practice, Elsevier, vol. 171(C).
    22. Richard Blundell & Luigi Pistaferri & Ian Preston, 2008. "Consumption Inequality and Partial Insurance," American Economic Review, American Economic Association, vol. 98(5), pages 1887-1921, December.
    23. Philip, Thara & Whitehead, Jake & Prato, Carlo G., 2023. "Adoption of electric vehicles in a laggard, car-dependent nation: Investigating the potential influence of V2G and broader energy benefits on adoption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 167(C).
    24. Awan, Tahir Mumtaz & Zhang, Xuan & Zhou, Yang & Zhou, Zhiping, 2022. "Does media usage affect pro-environmental attitudes and behaviors? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 307-317.
    25. Raj Chetty, 2015. "Behavioral Economics and Public Policy: A Pragmatic Perspective," American Economic Review, American Economic Association, vol. 105(5), pages 1-33, May.
    26. Golsefidi, Atefeh Hemmati & Hüttel, Frederik Boe & Peled, Inon & Samaranayake, Samitha & Pereira, Francisco Câmara, 2023. "A joint machine learning and optimization approach for incremental expansion of electric vehicle charging infrastructure," Transportation Research Part A: Policy and Practice, Elsevier, vol. 178(C).
    27. Vernon L. Smith, 2003. "Constructivist and Ecological Rationality in Economics," American Economic Review, American Economic Association, vol. 93(3), pages 465-508, June.
    28. Ardıç, Özgül & Annema, Jan Anne & van Wee, Bert, 2013. "Has the Dutch news media acted as a policy actor in the road pricing policy debate?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 57(C), pages 47-63.
    29. Richard H. Thaler, 2018. "From Cashews to Nudges: The Evolution of Behavioral Economics," American Economic Review, American Economic Association, vol. 108(6), pages 1265-1287, June.
    30. Ardıç, Özgül & Annema, Jan Anne & van Wee, Bert, 2015. "The reciprocal relationship between policy debate and media coverage: The case of road pricing policy in the Netherlands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 384-399.
    31. Leidy, Michael P, 1989. "The Theory of International Economic Sanctions--A Public Choice Approach: Comment," American Economic Review, American Economic Association, vol. 79(5), pages 1300-1303, December.
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