IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2607.14446.html

Which Green Technology to Subsidize? Evidence from Electric Vehicles in South Korea

Author

Listed:
  • Youngjin Hong
  • In Kyung Kim
  • Frank Verboven

Abstract

We develop a framework to compare the relative effectiveness of subsidizing alternative emission-reducing technologies. We show that an intermediate technology may reduce emissions more effectively than the cleanest technology if it induces sufficiently greater substitution away from the prevailing high-emission technology. We apply the framework to the South Korean passenger vehicle market using a demand model that incorporates mileage heterogeneity, an important determinant of fuel-type choice. First, reallocating existing subsidies from battery electric vehicles (BEVs), the cleanest technology, to hybrid electric vehicles (HEVs), an intermediate technology, would reduce total greenhouse gas emissions by an additional 47%. Second, for a BEV-focused subsidy policy to outperform an HEV-focused policy, the carbon intensity of electricity generation would need to fall by approximately 45%. Our findings suggest that HEV subsidies remain more effective than BEV subsidies until consumers become sufficiently willing to switch to BEVs or electricity generation becomes sufficiently decarbonized.

Suggested Citation

  • Youngjin Hong & In Kyung Kim & Frank Verboven, 2026. "Which Green Technology to Subsidize? Evidence from Electric Vehicles in South Korea," Papers 2607.14446, arXiv.org, revised Sep 2026.
  • Handle: RePEc:arx:papers:2607.14446
    as

    Download full text from publisher

    File URL: https://arxiv.org/pdf/2607.14446
    File Function: Latest version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Panle Jia Barwick & Hyuk-Soo Kwon & Shanjun Li, 2024. "Attribute-based Subsidies and Market Power: an Application to Electric Vehicles," NBER Working Papers 32264, National Bureau of Economic Research, Inc.
    2. Panle Jia Barwick & Jack Collison & Pinelopi K. Goldberg & Shanjun Li & Yucheng Wang, 2026. "From Trade War to Green Transition: Optimal Electric Vehicle Tariffs with Revenue-Funded Subsidies," NBER Working Papers 35334, National Bureau of Economic Research, Inc.
    3. Gallagher, Kelly Sims & Muehlegger, Erich, 2011. "Giving green to get green? Incentives and consumer adoption of hybrid vehicle technology," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 1-15, January.
    4. Chandra, Ambarish & Gulati, Sumeet & Kandlikar, Milind, 2010. "Green drivers or free riders? An analysis of tax rebates for hybrid vehicles," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 78-93, September.
    5. Amil Petrin, 2002. "Quantifying the Benefits of New Products: The Case of the Minivan," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 705-729, August.
    6. Xing, Jianwei & Leard, Benjamin & Li, Shanjun, 2021. "What does an electric vehicle replace?," Journal of Environmental Economics and Management, Elsevier, vol. 107(C).
    7. Garth Heutel & Erich Muehlegger, 2015. "Consumer Learning and Hybrid Vehicle Adoption," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 62(1), pages 125-161, September.
    8. Sexton, Steven E. & Sexton, Alison L., 2014. "Conspicuous conservation: The Prius halo and willingness to pay for environmental bona fides," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 303-317.
    9. 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.
    10. Gulati, Sumeet & McAusland, Carol & Sallee, James M., 2017. "Tax incidence with endogenous quality and costly bargaining: Theory and evidence from hybrid vehicle subsidies," Journal of Public Economics, Elsevier, vol. 155(C), pages 93-107.
    11. Ohashi, Hiroshi & Toyama, Yuta, 2017. "The effects of domestic merger on exports: A case study of the 1998 Korean automobile industry," Journal of International Economics, Elsevier, vol. 107(C), pages 147-164.
    12. Fournel, Jean-François, 2023. "Electric Vehicle Subsidies: Cost-Effectiveness and Emission Reductions," TSE Working Papers 23-1465, Toulouse School of Economics (TSE), revised Jun 2024.
    13. Xiaodan Guo & Junji Xiao, 2023. "Welfare analysis of the subsidies in the Chinese electric vehicle industry," Journal of Industrial Economics, Wiley Blackwell, vol. 71(3), pages 675-727, September.
    14. Acemoglu, Daron & Akcigit, Ufuk & Hanley, Douglas & Kerr, William, 2021. "Transition to clean technology," CEPR Press Book Chapters, in: Weder di Mauro, Beatrice (ed.), Combating Climate Change: A CEPR Collection, edition 1, volume 1, chapter 11, Centre for Economic Policy Research.
    15. Arie Beresteanu & Shanjun Li, 2011. "Gasoline Prices, Government Support, And The Demand For Hybrid Vehicles In The United States," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(1), pages 161-182, February.
    16. Choi, Wonjae & Yoo, Eunji & Seol, Eunsu & Kim, Myoungsoo & Song, Han Ho, 2020. "Greenhouse gas emissions of conventional and alternative vehicles: Predictions based on energy policy analysis in South Korea," Applied Energy, Elsevier, vol. 265(C).
    17. James B. Bushnell & Erich Muehlegger & David S. Rapson, 2022. "Energy Prices and Electric Vehicle Adoption," NBER Working Papers 29842, National Bureau of Economic Research, Inc.
    18. Mani, Anandi & Mukand, Sharun, 2007. "Democracy, visibility and public good provision," Journal of Development Economics, Elsevier, vol. 83(2), pages 506-529, July.
    19. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    20. Steven Berry & James Levinsohn & Ariel Pakes, 2004. "Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 68-105, February.
    21. 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).
    22. Christopher Conlon & Jeff Gortmaker, 2020. "Best practices for differentiated products demand estimation with PyBLP," RAND Journal of Economics, RAND Corporation, vol. 51(4), pages 1108-1161, December.
    23. Erich J. Muehlegger & David S. Rapson, 2023. "Correcting Estimates of Electric Vehicle Emissions Abatement: Implications for Climate Policy," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(1), pages 263-282.
    24. Langford, Richard P. & Gillingham, Kenneth, 2023. "Quantifying the benefits of the introduction of the hybrid electric vehicle," International Journal of Industrial Organization, Elsevier, vol. 87(C).
    25. Lisha Meng & Junji Xiao & Mengxin Liu, 2026. "Is Pollution Reduced or Redistributed? The Impact of Electric Vehicle Subsidies in China," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 35(1), pages 59-98, February.
    26. Chris Papageorgiou & Marianne Saam & Patrick Schulte, 2017. "Substitution between Clean and Dirty Energy Inputs: A Macroeconomic Perspective," The Review of Economics and Statistics, MIT Press, vol. 99(2), pages 281-290, May.
    27. Hunt Allcott & Reigner Kane & Maximilian S. Maydanchik & Joseph S. Shapiro & Felix Tintelnot, 2024. "The Effects of “Buy American”: Electric Vehicles and the Inflation Reduction Act," NBER Working Papers 33032, National Bureau of Economic Research, Inc.
    28. Stephen P. Holland & Erin T. Mansur & Nicholas Z. Muller & Andrew J. Yates, 2016. "Are There Environmental Benefits from Driving Electric Vehicles? The Importance of Local Factors," American Economic Review, American Economic Association, vol. 106(12), pages 3700-3729, December.
    29. Katalin Springel, 2021. "Network Externality and Subsidy Structure in Two-Sided Markets: Evidence from Electric Vehicle Incentives," American Economic Journal: Economic Policy, American Economic Association, vol. 13(4), pages 393-432, November.
    30. Muehlegger, Erich & Rapson, David S., 2022. "Subsidizing low- and middle-income adoption of electric vehicles: Quasi-experimental evidence from California," Journal of Public Economics, Elsevier, vol. 216(C).
    31. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    32. Lucas W. Davis & Jing Li & Katalin Springel, 2025. "Political Ideology and U.S. Electric Vehicle Adoption," NBER Working Papers 33591, National Bureau of Economic Research, Inc.
    33. Christopher Conlon & Julie Holland Mortimer, 2021. "Empirical properties of diversion ratios," RAND Journal of Economics, RAND Corporation, vol. 52(4), pages 693-726, December.
    34. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jeremy Dijk & Nathan Delacrétaz & Bruno Lanz, 2022. "Technology Adoption and Early Network Infrastructure Provision in the Market for Electric Vehicles," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(3), pages 631-679, November.
    2. Augustus Smith, 2025. "The consequences of a British combustion engine ban," Economics Series Working Papers 1083, University of Oxford, Department of Economics.
    3. Nathan Delacrétaz & Bruno Lanz & Jeremy van Dijk, 2020. "The chicken or the egg: Technology adoption and network infrastructure in the market for electric vehicles," IRENE Working Papers 20-08, IRENE Institute of Economic Research.
    4. Xing, Jianwei & Leard, Benjamin & Li, Shanjun, 2021. "What does an electric vehicle replace?," Journal of Environmental Economics and Management, Elsevier, vol. 107(C).
    5. Cincotta, Costanza & Thomassen, Øyvind, 2025. "Evaluating Norway’s electric vehicle incentives," Energy Economics, Elsevier, vol. 146(C).
    6. Mustafa, Mirlind, 2026. "Welfare effects, carbon abatement costs, and market impacts of EV subsidies in Norway," Energy Economics, Elsevier, vol. 157(C).
    7. Hao, Yiran & Hao, Yu, 2026. "The dynamics of competition in the Chinese electric vehicle market: Insights from BYD’s market evolution," International Journal of Industrial Organization, Elsevier, vol. 105(C).
    8. Hanming Fang & Ming Li & Long Wang & Yang Yang, 2025. "High-Speed Rail and China’s Electric Vehicle Adoption Miracle," PIER Working Paper Archive 25-006, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    9. Fournel, Jean-François, 2023. "Electric Vehicle Subsidies: Cost-Effectiveness and Emission Reductions," TSE Working Papers 23-1465, Toulouse School of Economics (TSE), revised Jun 2024.
    10. Alberini, Anna & Vance, Colin, 2025. "Policy forces in the German new car market: How do they affect PHEV and BEV sales?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 196(C).
    11. Mandys, Filip & Taneja, Shivani, 2024. "Demand for green and fossil fuel automobiles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 190(C).
    12. 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.
    13. Roberto Amaral-Santos & Ariaster Chimeli & Joao Paulo Pessoa, 2023. "Natural Gas Vehicles: Consequences to Fuel Markets and the Environment," Working Papers, Department of Economics 2023_07, University of São Paulo (FEA-USP).
    14. Kim, Minsu, 2026. "Incentivizing capital investments in electric vehicle attributes to stimulate demand," Journal of Environmental Economics and Management, Elsevier, vol. 138(C).
    15. Pessoa, Joao Paulo & Santos, Roberto Amaral & Chimeli, Ariaster, 2023. "Natural Gas Vehicles: Consequences to Fuel Markets and the Environment," SocArXiv 7tvgy, Center for Open Science.
    16. Yu & Hao & Jinge Li, 2026. "Heterogeneous Diffusion of Electric Vehicles in China: Demand, Learning, Product Entry, and the Incidence of Industrial Policy," Papers 2606.27924, arXiv.org.
    17. Gessner, Johannes & Habla, Wolfgang & Ruebenacker, Benjamin & Wagner, Ulrich, 2025. "No Place Like Home: Charging Infrastructure and the Environmental Advantage of Plug-in Hybrid Electric Vehicles," CEPR Discussion Papers 20069, Centre for Economic Policy Research.
    18. repec:osf:socarx:7tvgy_v1 is not listed on IDEAS
    19. repec:bon:boncrc:crctr224_2025_663 is not listed on IDEAS
    20. Peter Haan & Adrián Santonja & Aleksandar Zaklan, 2025. "Effectiveness and Heterogeneous Effects of Purchase Grants for Electric Vehicles," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(1), pages 185-223, January.
    21. David S. Rapson & James B. Bushnell, 2022. "The Electric Ceiling: Limits and Costs of Full Electrification," NBER Working Papers 30593, National Bureau of Economic Research, Inc.
    22. Wang, Kunlun & Zheng, Leven J. & Lin, Boqiang, 2024. "Demand-side incentives, competition, and firms’ innovative activities: Evidence from automobile industry in China," Energy Economics, Elsevier, vol. 132(C).

    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
    • L62 - Industrial Organization - - Industry Studies: Manufacturing - - - Automobiles; Other Transportation Equipment; Related Parts and Equipment
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2607.14446. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: https://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.