IDEAS home Printed from https://ideas.repec.org/a/wly/iecrev/v66y2025i2p883-902.html
   My bibliography  Save this article

Substitution Between Clean And Dirty Energy With Biased Technical Change

Author

Listed:
  • Ara Jo

Abstract

The elasticity of substitution between clean and dirty energy lies at the center of leading economic analyses of climate policy. Despite the importance, empirical assessments of this key parameter remain scarce. This article estimates the clean‐dirty elasticity of substitution using data on French manufacturing firms. Using the elasticity estimates, I then measure the bias in technical change at the firm level and find that technical change was largely biased toward dirty energy, despite a recent shift toward clean technologies. Finally, I recover the aggregate elasticity that combines substitution within firms and reallocation across firms from the micro elasticity estimates.

Suggested Citation

  • Ara Jo, 2025. "Substitution Between Clean And Dirty Energy With Biased Technical Change," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 66(2), pages 883-902, May.
  • Handle: RePEc:wly:iecrev:v:66:y:2025:i:2:p:883-902
    DOI: 10.1111/iere.12743
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/iere.12743
    Download Restriction: no

    File URL: https://libkey.io/10.1111/iere.12743?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    2. Martin, Ralf & Muûls, Mirabelle & de Preux, Laure B. & Wagner, Ulrich J., 2012. "Anatomy of a paradox: Management practices, organizational structure and energy efficiency," Journal of Environmental Economics and Management, Elsevier, vol. 63(2), pages 208-223.
    3. Joshua S. Gans, 2012. "Innovation and Climate Change Policy," American Economic Journal: Economic Policy, American Economic Association, vol. 4(4), pages 125-145, November.
    4. Bretschger, Lucas & Lechthaler, Filippo & Rausch, Sebastian & Zhang, Lin, 2017. "Knowledge diffusion, endogenous growth, and the costs of global climate policy," European Economic Review, Elsevier, vol. 93(C), pages 47-72.
    5. Bretschger, Lucas & Jo, Ara, 2024. "Complementarity between labor and energy: A firm-level analysis," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    6. Popp, David, 2019. "Environmental Policy and Innovation: A Decade of Research," International Review of Environmental and Resource Economics, now publishers, vol. 13(3-4), pages 265-337, September.
    7. Miguel A. León-Ledesma & Peter McAdam & Alpo Willman, 2010. "Identifying the Elasticity of Substitution with Biased Technical Change," American Economic Review, American Economic Association, vol. 100(4), pages 1330-1357, September.
    8. van den Bijgaart, Inge, 2017. "The unilateral implementation of a sustainable growth path with directed technical change," European Economic Review, Elsevier, vol. 91(C), pages 305-327.
    9. Enghin Atalay, 2014. "Materials Prices And Productivity," Journal of the European Economic Association, European Economic Association, vol. 12(3), pages 575-611, June.
    10. Tian, En & He, Ya-Ling & Tao, Wen-Quan, 2017. "Research on a new type waste heat recovery gravity heat pipe exchanger," Applied Energy, Elsevier, vol. 188(C), pages 586-594.
    11. Sato, Misato & Singer, Gregor & Dussaux, Damien & Lovo, Stefania, 2019. "International and sectoral variation in industrial energy prices 1995–2015," Energy Economics, Elsevier, vol. 78(C), pages 235-258.
    12. Karydas, Christos & Zhang, Lin, 2019. "Green tax reform, endogenous innovation and the growth dividend," Journal of Environmental Economics and Management, Elsevier, vol. 97(C), pages 158-181.
    13. Ulrich Doraszelski & Jordi Jaumandreu, 2018. "Measuring the Bias of Technological Change," Journal of Political Economy, University of Chicago Press, vol. 126(3), pages 1027-1084.
    14. John Hassler & Per Krusell & Conny Olovsson, 2021. "Directed Technical Change as a Response to Natural Resource Scarcity," Journal of Political Economy, University of Chicago Press, vol. 129(11), pages 3039-3072.
    15. Joshua Linn, 2008. "Energy Prices and the Adoption of Energy-Saving Technology," Economic Journal, Royal Economic Society, vol. 118(533), pages 1986-2012, November.
    16. Stephie Fried, 2018. "Climate Policy and Innovation: A Quantitative Macroeconomic Analysis," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 90-118, January.
    17. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    18. H. S. Houthakker, 1955. "The Pareto Distribution and the Cobb-Douglas Production Function in Activity Analysis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 23(1), pages 27-31.
    19. Mads Greaker & Tom‐Reiel Heggedal & Knut Einar Rosendahl, 2018. "Environmental Policy and the Direction of Technical Change," Scandinavian Journal of Economics, Wiley Blackwell, vol. 120(4), pages 1100-1138, October.
    20. Borissov, Kirill & Brausmann, Alexandra & Bretschger, Lucas, 2019. "Carbon pricing, technology transition, and skill-based development," European Economic Review, Elsevier, vol. 118(C), pages 252-269.
    21. Daron Acemoglu, 2007. "Equilibrium Bias of Technology," Econometrica, Econometric Society, vol. 75(5), pages 1371-1409, September.
    22. Marin, Giovanni & Vona, Francesco, 2021. "The impact of energy prices on socioeconomic and environmental performance: Evidence from French manufacturing establishments, 1997–2015," European Economic Review, Elsevier, vol. 135(C).
    23. Griffin, James M & Gregory, Paul R, 1976. "An Intercountry Translog Model of Energy Substitution Responses," American Economic Review, American Economic Association, vol. 66(5), pages 845-857, December.
    24. David Popp, 2019. "Environmental Policy and Innovation: A Decade of Research," NBER Working Papers 25631, National Bureau of Economic Research, Inc.
    25. Jo, Ara & Miftakhova, Alena, 2024. "How constant is constant elasticity of substitution? Endogenous substitution between clean and dirty energy," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    26. Daron Acemoglu, 2002. "Directed Technical Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 781-809.
    27. Apostolakis, Bobby E., 1990. "Energy--capital substitutability/ complementarity : The dichotomy," Energy Economics, Elsevier, vol. 12(1), pages 48-58, January.
    28. Rob Hart, 2019. "To Everything There Is a Season: Carbon Pricing, Research Subsidies, and the Transition to Fossil-Free Energy," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(2), pages 349-389.
    29. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    30. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    31. 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.
    32. David Popp, 2019. "Environmental policy and innovation: a decade of research," CESifo Working Paper Series 7544, CESifo.
    33. Arnberg, Soren & Bjorner, Thomas Bue, 2007. "Substitution between energy, capital and labour within industrial companies: A micro panel data analysis," Resource and Energy Economics, Elsevier, vol. 29(2), pages 122-136, May.
    34. Mikhail Golosov & John Hassler & Per Krusell & Aleh Tsyvinski, 2014. "Optimal Taxes on Fossil Fuel in General Equilibrium," Econometrica, Econometric Society, vol. 82(1), pages 41-88, January.
    35. Damien Dussaux, 2020. "The joint effects of energy prices and carbon taxes on environmental and economic performance: Evidence from the French manufacturing sector," OECD Environment Working Papers 154, OECD Publishing.
    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. Jo, Ara & Miftakhova, Alena, 2024. "How constant is constant elasticity of substitution? Endogenous substitution between clean and dirty energy," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    2. Ara Jo & Alena Miftakhova, 2022. "How Constant is Constant Elasticity of Substitution? Endogenous Substitution between Clean and Dirty Energy," CER-ETH Economics working paper series 22/369, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    3. Ara Jo, 2020. "The Elasticity of Substitution between Clean and Dirty Energy with Technological Bias," CER-ETH Economics working paper series 20/344, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    4. Ara Jo & Christos Karydas, 2022. "Firm Heterogeneity, Industry Dynamics and Climate Policy," Department of Economics Working Papers 94/22, University of Bath, Department of Economics.
    5. Ara Jo & Christos Karydas, 2023. "Firm Heterogeneity, Industry Dynamics and Climate Policy," CER-ETH Economics working paper series 23/378, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    6. Inoue, Emiko & Taniguchi, Hiroya & Yamada, Ken, 2022. "Measuring energy-saving technological change: International trends and differences," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    7. Campiglio, Emanuele & Spiganti, Alessandro & Wiskich, Anthony, 2024. "Clean innovation, heterogeneous financing costs, and the optimal climate policy mix," Journal of Environmental Economics and Management, Elsevier, vol. 128(C).
    8. Emanuele Campiglio & Alessandro Spiganti & Anthony Wiskich, 2023. "Clean innovation and heterogeneous financing costs," Working Papers 2023: 07, Department of Economics, University of Venice "Ca' Foscari".
    9. David Hémous & Morten Olsen, 2021. "Directed Technical Change in Labor and Environmental Economics," Annual Review of Economics, Annual Reviews, vol. 13(1), pages 571-597, August.
    10. Lucas Bretschger & Matthias Leuthard & Alena Miftakhova, 2024. "Boosting Sluggish Climate Policy: Endogenous Substitution, Learning, and Energy Efficiency Improvements," CER-ETH Economics working paper series 24/391, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    11. Bretschger, Lucas & Jo, Ara, 2024. "Complementarity between labor and energy: A firm-level analysis," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    12. Gregory Casey, 2024. "Energy Efficiency and Directed Technical Change: Implications for Climate Change Mitigation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(1), pages 192-228.
    13. Singer, Gregor, 2024. "Complementary inputs and industrial development: can lower electricity prices improve energy efficiency?," LSE Research Online Documents on Economics 122365, London School of Economics and Political Science, LSE Library.
    14. Yang, Jun & Yang, Dingjian & Cheng, Jixin, 2024. "The non-rivalry of data, directed technical change and the environment: A theoretical study incorporating data as a production factor," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 417-448.
    15. Wiskich, Anthony, 2024. "A carbon tax versus clean subsidies: Optimal and suboptimal policies for the clean transition," Energy Economics, Elsevier, vol. 132(C).
    16. Fries, Steven, 2023. "Sequencing decarbonization policies to manage their macroeconomic impacts," INET Oxford Working Papers 2023-26, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    17. Rik L. Rozendaal & Herman R. J. Vollebergh & Rik Rozendaal, 2021. "Policy-Induced Innovation in Clean Technologies: Evidence from the Car Market," CESifo Working Paper Series 9422, CESifo.
    18. Katinka Holtsmark & Katinka Kristine Holtsmark, 2024. "Can Revenue Recycling Kill Green Technology?," CESifo Working Paper Series 11510, CESifo.
    19. Ahlvik, Lassi & van den Bijgaart, Inge, 2024. "Screening green innovation through carbon pricing," Journal of Environmental Economics and Management, Elsevier, vol. 124(C).
    20. Marin, Giovanni & Vona, Francesco, 2021. "The impact of energy prices on socioeconomic and environmental performance: Evidence from French manufacturing establishments, 1997–2015," European Economic Review, Elsevier, vol. 135(C).

    More about this item

    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:wly:iecrev:v:66:y:2025:i:2:p:883-902. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/deupaus.html .

    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.