IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v399y2025ics0306261925012358.html

Input factor substitution under climate-neutral pathways

Author

Listed:
  • Cocker, Fleance George
  • Thalmann, Philippe
  • Vielle, Marc

Abstract

Achieving climate neutrality will require clean alternatives to entirely replace fossil energy carriers and technologies in most economic sectors. However, standard computable general equilibrium (CGE) frameworks, which are widely used to analyse climate policies and rely on nested constant elasticity of substitution (CES) functions, are not well suited for simulating the full substitution of incumbent factor inputs implicit in deep decarbonisation scenarios. This study presents an alternative modelling procedure, based on the logistic distribution, to overcome the “stickiness” of technological diffusion under CES functional forms. Deep decarbonisation scenarios are simulated with a large-scale recursive-dynamic international CGE model to illustrate the advantages of the suggested approach. By decomposing the overall effects of changing functional forms into distinct components, we highlight the way in which key modelling assumptions affect various macroeconomic and climate policy variables.

Suggested Citation

  • Cocker, Fleance George & Thalmann, Philippe & Vielle, Marc, 2025. "Input factor substitution under climate-neutral pathways," Applied Energy, Elsevier, vol. 399(C).
  • Handle: RePEc:eee:appene:v:399:y:2025:i:c:s0306261925012358
    DOI: 10.1016/j.apenergy.2025.126505
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261925012358
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2025.126505?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
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Abdulla Kaya & Denes Csala & Sgouris Sgouridis, 2017. "Constant elasticity of substitution functions for energy modeling in general equilibrium integrated assessment models: a critical review and recommendations," Climatic Change, Springer, vol. 145(1), pages 27-40, November.
    2. Alain Bernard & Marc Vielle, 2008. "GEMINI-E3, a general equilibrium model of international–national interactions between economy, energy and the environment," Computational Management Science, Springer, vol. 5(3), pages 173-206, May.
    3. Taran Faehn & Gabriel Bachner & Robert Beach & Jean Chateau & Shinichiro Fujimori & Madanmohan Ghosh & Meriem Hamdi-Cherif & Elisa Lanzi & Sergey Paltsev & Toon Vandyck & Bruno Cunha & Rafael Garaffa , 2020. "Capturing Key Energy and Emission Trends in CGE models: Assessment of Status and Remaining Challenges," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 5(1), pages 196-272, June.
    4. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    5. Tvinnereim, Endre & Mehling, Michael, 2018. "Carbon pricing and deep decarbonisation," Energy Policy, Elsevier, vol. 121(C), pages 185-189.
    6. Pietzcker, Robert C. & Ueckerdt, Falko & Carrara, Samuel & de Boer, Harmen Sytze & Després, Jacques & Fujimori, Shinichiro & Johnson, Nils & Kitous, Alban & Scholz, Yvonne & Sullivan, Patrick & Ludere, 2017. "System integration of wind and solar power in integrated assessment models: A cross-model evaluation of new approaches," Energy Economics, Elsevier, vol. 64(C), pages 583-599.
    7. Fujimori, Shinichiro & Masui, Toshihiko & Matsuoka, Yuzuru, 2014. "Development of a global computable general equilibrium model coupled with detailed energy end-use technology," Applied Energy, Elsevier, vol. 128(C), pages 296-306.
    8. den Elzen, Michel & Kuramochi, Takeshi & Höhne, Niklas & Cantzler, Jasmin & Esmeijer, Kendall & Fekete, Hanna & Fransen, Taryn & Keramidas, Kimon & Roelfsema, Mark & Sha, Fu & van Soest, Heleen & Vand, 2019. "Are the G20 economies making enough progress to meet their NDC targets?," Energy Policy, Elsevier, vol. 126(C), pages 238-250.
    9. Helgesen, Per Ivar & Tomasgard, Asgeir, 2018. "From linking to integration of energy system models and computational general equilibrium models – Effects on equilibria and convergence," Energy, Elsevier, vol. 159(C), pages 1218-1233.
    10. David Klenert & Linus Mattauch & Emmanuel Combet & Ottmar Edenhofer & Cameron Hepburn & Ryan Rafaty & Nicholas Stern, 2018. "Making carbon pricing work for citizens," Nature Climate Change, Nature, vol. 8(8), pages 669-677, August.
    11. Nishiura, Osamu & Krey, Volker & Fricko, Oliver & van Ruijven, Bas & Fujimori, Shinichiro, 2024. "Integration of energy system and computable general equilibrium models: An approach complementing energy and economic representations for mitigation analysis," Energy, Elsevier, vol. 296(C).
    12. Nic Rivers & Mark Jaccard, 2005. "Combining Top-Down and Bottom-Up Approaches To Energy-Economy Modeling Using Discrete Choice Methods," The Energy Journal, , vol. 26(1), pages 83-106, January.
    13. Connolly, D. & Lund, H. & Mathiesen, B.V. & Leahy, M., 2010. "A review of computer tools for analysing the integration of renewable energy into various energy systems," Applied Energy, Elsevier, vol. 87(4), pages 1059-1082, April.
    14. Dirk-Jan van de Ven & Shivika Mittal & Ajay Gambhir & Robin D. Lamboll & Haris Doukas & Sara Giarola & Adam Hawkes & Konstantinos Koasidis & Alexandre C. Köberle & Haewon McJeon & Sigit Perdana & Glen, 2023. "A multimodel analysis of post-Glasgow climate targets and feasibility challenges," Nature Climate Change, Nature, vol. 13(6), pages 570-578, June.
    15. David I. Stern, 2012. "Interfuel Substitution: A Meta‐Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 26(2), pages 307-331, April.
    16. Krook-Riekkola, Anna & Berg, Charlotte & Ahlgren, Erik O. & Söderholm, Patrik, 2017. "Challenges in top-down and bottom-up soft-linking: Lessons from linking a Swedish energy system model with a CGE model," Energy, Elsevier, vol. 141(C), pages 803-817.
    17. Jean-Charles Hourcade & Mark Jaccard & Chris Bataille & Frédéric Ghersi, 2006. "Hybrid Modeling: New Answers to Old Challenges Introduction to the Special Issue of The Energy Journal," The Energy Journal, , vol. 27(2_suppl), pages 1-11, June.
    18. Böhringer, Christoph & Rutherford, Thomas Fox & Wiegard, Wolfgang, 2003. "Computable general equilibrium analysis: Opening a black box," ZEW Discussion Papers 03-56, ZEW - Leibniz Centre for European Economic Research.
    19. Maksym Chepeliev, 2020. "GTAP-Power Data Base: Version 10," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 5(2), pages 110-137, December.
    20. Unruh, Gregory C., 2000. "Understanding carbon lock-in," Energy Policy, Elsevier, vol. 28(12), pages 817-830, October.
    21. 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).
    22. Fleance George Cocker, 2025. "Mixes of Policy Instruments for the Full Decarbonisation of Energy Systems: A Review," Energies, MDPI, vol. 18(1), pages 1-64, January.
    23. Florian Landis, 2019. "Cost distribution and equity of climate policy in Switzerland," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 155(1), pages 1-28, December.
    24. Bretschger, Lucas & Ramer, Roger & Schwark, Florentine, 2011. "Growth effects of carbon policies: Applying a fully dynamic CGE model with heterogeneous capital," Resource and Energy Economics, Elsevier, vol. 33(4), pages 963-980.
    25. Drouet, Laurent & Haurie, Alain & Labriet, Maryse & Thalmann, Philippe & Vielle, Marc & Viguier, Laurent, 2005. "A Coupled Bottom-Up / Top-Down Model for GHG: Abatement Scenarios in the Swiss Housing Sector," Conference papers 331346, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    26. repec:aen:journl:2005v26-01-a04 is not listed on IDEAS
    27. Böhringer, Christoph & Rutherford, Thomos F., 2009. "Integrated assessment of energy policies: Decomposing top-down and bottom-up," Journal of Economic Dynamics and Control, Elsevier, vol. 33(9), pages 1648-1661, September.
    28. Ida Sognnaes & Ajay Gambhir & Dirk-Jan van de Ven & Alexandros Nikas & Annela Anger-Kraavi & Ha Bui & Lorenza Campagnolo & Elisa Delpiazzo & Haris Doukas & Sara Giarola & Neil Grant & Adam Hawkes & Al, 2021. "A multi-model analysis of long-term emissions and warming implications of current mitigation efforts," Nature Climate Change, Nature, vol. 11(12), pages 1055-1062, December.
    29. Lanz, Bruno & Rausch, Sebastian, 2011. "General equilibrium, electricity generation technologies and the cost of carbon abatement: A structural sensitivity analysis," Energy Economics, Elsevier, vol. 33(5), pages 1035-1047, September.
    30. repec:aen:journl:2006se_jaccard-a01 is not listed on IDEAS
    31. Saunders, Harry D., 2008. "Fuel conserving (and using) production functions," Energy Economics, Elsevier, vol. 30(5), pages 2184-2235, September.
    32. Schafer, Andreas & Jacoby, Henry D., 2005. "Technology detail in a multisector CGE model: transport under climate policy," Energy Economics, Elsevier, vol. 27(1), pages 1-24, January.
    33. 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.
    34. Florian Landis & Sebastian Rausch & Mirjam Kosch, 2018. "Differentiated Carbon Prices and the Economic Cost of Decarbonization," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(2), pages 483-516, June.
    35. Shinichiro Fujimori & Ken Oshiro & Hiroto Shiraki & Tomoko Hasegawa, 2019. "Energy transformation cost for the Japanese mid-century strategy," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    36. Stefano Carattini & Maria Carvalho & Sam Fankhauser, 2018. "Overcoming public resistance to carbon taxes," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 9(5), September.
    37. Frédéric Babonneau & Philippe Thalmann & Marc Vielle, 2018. "Defining deep decarbonization pathways for Switzerland: an economic evaluation," Climate Policy, Taylor & Francis Journals, vol. 18(1), pages 1-13, January.
    38. Florian Landis & Adriana Marcucci & Sebastian Rausch & Ramachandran Kannan & Lucas Bretschger, 2019. "Multi-model comparison of Swiss decarbonization scenarios," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 155(1), pages 1-18, December.
    39. 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.
    40. Roberts, Marc J. & Spence, Michael, 1976. "Effluent charges and licenses under uncertainty," Journal of Public Economics, Elsevier, vol. 5(3-4), pages 193-208.
    41. Philippe Thalmann & Marc Vielle, 2019. "Lowering CO2 emissions in the Swiss transport sector," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 155(1), pages 1-12, December.
    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. Andersen, Kristoffer S. & Termansen, Lars B. & Gargiulo, Maurizio & Ó Gallachóirc, Brian P., 2019. "Bridging the gap using energy services: Demonstrating a novel framework for soft linking top-down and bottom-up models," Energy, Elsevier, vol. 169(C), pages 277-293.
    2. Ruth Delzeit & Roberto Beach & Ruben Bibas & Wolfgang Britz & Jean Chateau & Florian Freund & Julien Lefevre & Franziska Schuenemann & Timothy Sulser & Hugo Valin & Bas van Ruijven & Matthias Weitzel , 2020. "Linking global CGE models with sectoral models to generate baseline scenarios: Approaches, opportunities and pitfalls," Post-Print hal-03128285, HAL.
    3. Ruth Delzeit & Robert Beach & Ruben Bibas & Wolfgang Britz & Jean Chateau & Florian Freund & Julien Lefevre & Franziska Schuenemann & Timothy Sulser & Hugo Valin & Bas van Ruijven & Matthias Weitzel &, 2020. "Linking Global CGE Models with Sectoral Models to Generate Baseline Scenarios: Approaches, Challenges, and Opportunities," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 5(1), pages 162-195, June.
    4. Philippe Thalmann & Marc Vielle, 2019. "Lowering CO2 emissions in the Swiss transport sector," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 155(1), pages 1-12, December.
    5. Florian Landis & Adriana Marcucci & Sebastian Rausch & Ramachandran Kannan & Lucas Bretschger, 2019. "Multi-model comparison of Swiss decarbonization scenarios," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 155(1), pages 1-18, December.
    6. Fattahi, A. & Sijm, J. & Faaij, A., 2020. "A systemic approach to analyze integrated energy system modeling tools: A review of national models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    7. Pisciella, Paolo & van Beesten, E. Ruben & Tomasgard, Asgeir, 2023. "Efficient coordination of top-down and bottom-up models for energy system design: An algorithmic approach," Energy, Elsevier, vol. 284(C).
    8. Helgesen, Per Ivar & Tomasgard, Asgeir, 2018. "From linking to integration of energy system models and computational general equilibrium models – Effects on equilibria and convergence," Energy, Elsevier, vol. 159(C), pages 1218-1233.
    9. 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.
    10. Chang, Miguel & Lund, Henrik & Thellufsen, Jakob Zinck & Østergaard, Poul Alberg, 2023. "Perspectives on purpose-driven coupling of energy system models," Energy, Elsevier, vol. 265(C).
    11. Stiglitz, Joseph E., 2019. "Addressing climate change through price and non-price interventions," European Economic Review, Elsevier, vol. 119(C), pages 594-612.
    12. Alena Miftakhova & Clément Renoir, 2021. "Economic Growth and Equity in Anticipation of Climate Policy," CER-ETH Economics working paper series 21/355, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    13. Alabi, Oluwafisayo & Turner, Karen & Katris, Antonios & Calvillo, Christian, 2022. "Can network spending to support the shift to electric vehicles deliver wider economy gains? The role of domestic supply chain, price, and real wage effects," Energy Economics, Elsevier, vol. 110(C).
    14. Julien Lefevre, 2018. "Modeling the Socioeconomic Impacts of the Adoption of a Carbon Pricing Instrument – Literature review," Working Papers hal-03128619, HAL.
    15. Taran Faehn & Gabriel Bachner & Robert Beach & Jean Chateau & Shinichiro Fujimori & Madanmohan Ghosh & Meriem Hamdi-Cherif & Elisa Lanzi & Sergey Paltsev & Toon Vandyck & Bruno Cunha & Rafael Garaffa , 2020. "Capturing Key Energy and Emission Trends in CGE models: Assessment of Status and Remaining Challenges," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 5(1), pages 196-272, June.
    16. Vanessa Angst & Chiara Colesanti Senni & Markus Maibach & Martin Peter & Noe Reidt & Renger van Nieuwkoop, 2021. "Economic impacts of decarbonizing the Swiss passenger transport sector," CER-ETH Economics working paper series 21/352, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    17. Javier Moreno & Juan Pablo Medina & Rodrigo Palma-Behnke, 2023. "Latin America’s Renewable Energy Impact: Climate Change and Global Economic Consequences," Energies, MDPI, vol. 17(1), pages 1-48, December.
    18. Babonneau, Frédéric & Haurie, Alain & Vielle, Marc, 2025. "A robust asymptotic control model to analyze climate policy with CDR options," Journal of Economic Dynamics and Control, Elsevier, vol. 177(C).
    19. Labriet, Maryse & Drouet, Laurent & Vielle, Marc & Loulou, Richard & Kanudia, Amit & Haurie, Alain, "undated". "Assessment of the Effectiveness of Global Climate Policies Using Coupled Bottom-up and Top-down Models," Climate Change and Sustainable Development 199946, Fondazione Eni Enrico Mattei (FEEM).
    20. Adriana Marcucci & Lin Zhang, 2019. "Growth impacts of Swiss steering-based climate policies," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 155(1), pages 1-13, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:eee:appene:v:399:y:2025:i:c:s0306261925012358. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.