IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/34041.html

Green Business Cycles

Author

Listed:
  • Diego R. Känzig
  • Maximilian Konradt
  • Lixing Wang
  • Donghai Zhang

Abstract

This paper examines the relationship between green innovation and the business cycle, revealing that while non-green innovation is procyclical, green innovation is countercyclical. This pattern holds unconditionally over the business cycle and conditional on economic shocks. Motivated by these findings, we develop a business cycle model with endogenous green and non-green innovation to explain their distinct cyclical behavior. The key mechanism operates through a ‘green is in the future’ channel: green patents are expected to generate higher profits in the future, making green patenting less sensitive to short-term economic fluctuations. In general equilibrium, this channel is reinforced, making green and non-green innovation effective substitutes. We provide direct evidence supporting the model mechanism using data on market-implied values of green and non-green patents.

Suggested Citation

  • Diego R. Känzig & Maximilian Konradt & Lixing Wang & Donghai Zhang, 2025. "Green Business Cycles," NBER Working Papers 34041, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:34041
    Note: EEE EFG ME PR
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w34041.pdf
    Download Restriction: Access to the full text is generally limited to series subscribers, however if the top level domain of the client browser is in a developing country or transition economy free access is provided. More information about subscriptions and free access is available at http://www.nber.org/wwphelp.html. Free access is also available to older working papers.
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or

    for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Robert F Engle & Stefano Giglio & Bryan Kelly & Heebum Lee & Johannes Stroebel, 2020. "Hedging Climate Change News," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1184-1216.
    2. Philippe Aghion & Philippe Askenazy & Nicolas Berman & Gilbert Cette & Laurent Eymard, 2012. "Credit Constraints And The Cyclicality Of R&D Investment: Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1001-1024, October.
    3. Pablo Ottonello & Thomas Winberry, 2020. "Financial Heterogeneity and the Investment Channel of Monetary Policy," Econometrica, Econometric Society, vol. 88(6), pages 2473-2502, November.
    4. Ali Elminejad & Tomas Havranek & Roman Horvath & Zuzana Irsova, 2023. "Intertemporal Substitution in Labor Supply: A Meta-Analysis," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 1095-1113, December.
    5. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    6. 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.
    7. Adrien Bilal & Diego R. Känzig, 2024. "The Macroeconomic Impact of Climate Change: Global vs. Local Temperature," NBER Working Papers 32450, National Bureau of Economic Research, Inc.
    8. Hall, B. & Jaffe, A. & Trajtenberg, M., 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," Papers 2001-29, Tel Aviv.
    9. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    10. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    11. Ashish Arora & Sharon Belenzon & Lia Sheer, 2021. "Knowledge Spillovers and Corporate Investment in Scientific Research," American Economic Review, American Economic Association, vol. 111(3), pages 871-898, March.
    12. Lauren Cohen & Umit G. Gurun & Quoc H. Nguyen, 2020. "The ESG-Innovation Disconnect: Evidence from Green Patenting," NBER Working Papers 27990, National Bureau of Economic Research, Inc.
    13. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    14. Diego Comin & Mark Gertler, 2006. "Medium-Term Business Cycles," American Economic Review, American Economic Association, vol. 96(3), pages 523-551, June.
    15. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    16. Marek Jarociński & Peter Karadi, 2020. "Deconstructing Monetary Policy Surprises—The Role of Information Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(2), pages 1-43, April.
    17. Gadi Barlevy, 2007. "On the Cyclicality of Research and Development," American Economic Review, American Economic Association, vol. 97(4), pages 1131-1164, September.
    18. Ethan Ilzetzki, 2024. "Learning by Necessity: Government Demand, Capacity Constraints, and Productivity Growth," American Economic Review, American Economic Association, vol. 114(8), pages 2436-2471, August.
    19. James Cloyne & Clodomiro Ferreira & Maren Froemel & Paolo Surico, 2023. "Monetary Policy, Corporate Finance, and Investment," Journal of the European Economic Association, European Economic Association, vol. 21(6), pages 2586-2634.
    20. Ivan Haščič & Mauro Migotto, 2015. "Measuring environmental innovation using patent data," OECD Environment Working Papers 89, OECD Publishing.
    21. Marshall Burke & Mustafa Zahid & Noah Diffenbaugh & Solomon M. Hsiang, 2023. "Quantifying Climate Change Loss and Damage Consistent with a Social Cost of Greenhouse Gases," NBER Working Papers 31658, National Bureau of Economic Research, Inc.
    22. Raj Chetty & Adam Guren & Day Manoli & Andrea Weber, 2011. "Are Micro and Macro Labor Supply Elasticities Consistent? A Review of Evidence on the Intensive and Extensive Margins," American Economic Review, American Economic Association, vol. 101(3), pages 471-475, May.
    23. Philippe Aghion & Gilles Saint‐Paul, 1998. "Uncovering Some Causal Relationships Between Productivity Growth and the Structure of Economic Fluctuations: A Tentative Survey," LABOUR, CEIS, vol. 12(2), pages 279-303, July.
    24. Leonid Kogan & Dimitris Papanikolaou & Amit Seru & Noah Stoffman, 2017. "Technological Innovation, Resource Allocation, and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 665-712.
    25. Howard Kung & Lukas Schmid, 2015. "Innovation, Growth, and Asset Prices," Journal of Finance, American Finance Association, vol. 70(3), pages 1001-1037, June.
    26. Bianchi, Francesco & Kung, Howard & Morales, Gonzalo, 2019. "Growth, slowdowns, and recoveries," Journal of Monetary Economics, Elsevier, vol. 101(C), pages 47-63.
    27. 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.
    28. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    29. Daron Acemoglu & David Hemous & Lint Barrage & Philippe Aghion, 2019. "Climate Change, Directed Innovation, and Energy Transition: The Long-run Consequences of the Shale Gas Revolution," 2019 Meeting Papers 1302, Society for Economic Dynamics.
    30. Michael D. Bauer & Eric T. Swanson, 2023. "A Reassessment of Monetary Policy Surprises and High-Frequency Identification," NBER Macroeconomics Annual, University of Chicago Press, vol. 37(1), pages 87-155.
    31. David Hémous & Morten Olsen & Carlo Zanella & Antoine Dechezleprêtre, 2025. "Induced Automation Innovation: Evidence from Firm-Level Patent Data," Journal of Political Economy, University of Chicago Press, vol. 133(6), pages 1975-2028.
    32. Philippe Aghion & Antonin Bergeaud & Maarten de Ridder & John Michael van Reenen, 2024. "Lost in Transition: Financial Barriers to Green Growth," Working Papers hal-04754876, HAL.
    33. Mark Gertler & Peter Karadi, 2015. "Monetary Policy Surprises, Credit Costs, and Economic Activity," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 44-76, January.
    34. Diego R. Känzig, 2023. "The Unequal Economic Consequences of Carbon Pricing," NBER Working Papers 31221, National Bureau of Economic Research, Inc.
    35. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    36. Gideon Bornstein & Per Krusell & Sergio Rebelo, 2023. "A World Equilibrium Model of the Oil Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(1), pages 132-164.
    37. Emi Nakamura & Jón Steinsson, 2018. "High-Frequency Identification of Monetary Non-Neutrality: The Information Effect," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1283-1330.
    38. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    39. Yueran Ma & Kaspar Zimmermann, 2023. "Monetary Policy and Innovation," NBER Working Papers 31698, National Bureau of Economic Research, Inc.
    40. Queralto, Albert, 2020. "A model of slow recoveries from financial crises," Journal of Monetary Economics, Elsevier, vol. 114(C), pages 1-25.
    41. 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.
    42. Diego Anzoategui & Diego Comin & Mark Gertler & Joseba Martinez, 2019. "Endogenous Technology Adoption and R&D as Sources of Business Cycle Persistence," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 67-110, July.
    43. Diego R. Känzig, 2021. "The Macroeconomic Effects of Oil Supply News: Evidence from OPEC Announcements," American Economic Review, American Economic Association, vol. 111(4), pages 1092-1125, April.
    44. Christiane Baumeister & James D. Hamilton, 2019. "Structural Interpretation of Vector Autoregressions with Incomplete Identification: Revisiting the Role of Oil Supply and Demand Shocks," American Economic Review, American Economic Association, vol. 109(5), pages 1873-1910, May.
    45. Kathleen M. Kahle & René M. Stulz, 2017. "Is the US Public Corporation in Trouble?," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 67-88, Summer.
    46. José Luis Montiel Olea & Mikkel Plagborg‐Møller, 2021. "Local Projection Inference Is Simpler and More Robust Than You Think," Econometrica, Econometric Society, vol. 89(4), pages 1789-1823, July.
    47. King, Robert G. & Rebelo, Sergio T., 1999. "Resuscitating real business cycles," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 14, pages 927-1007, Elsevier.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Òscar Jordà & Fernanda Nechio & Toan Phan & Felipe Schwartzman, 2026. "Financial Conditions and Capital Investment Choices," Working Paper Series 2026-05, Federal Reserve Bank of San Francisco.
    2. van der Ploeg, Frederick & Rezai, Armon, 2026. "Climate Change, Climate Policy, and the Macroeconomy," CEPR Discussion Papers 21153, Centre for Economic Policy Research.

    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. Adrien Bilal & James H. Stock, 2025. "A Guide to Macroeconomics and Climate Change," NBER Working Papers 33567, National Bureau of Economic Research, Inc.
    2. Cascaldi-Garcia, Danilo & Vukoti, Marija & Zubairy, Sarah, 2023. "Innovation During Challenging Times," The Warwick Economics Research Paper Series (TWERPS) 1475, University of Warwick, Department of Economics.
    3. Majeed, Omer & Hambur, Jonathan & Breunig, Robert, 2025. "Does monetary policy impact innovation? Evidence from Australian Administrative Data," Journal of Macroeconomics, Elsevier, vol. 86(C).
    4. Jaulín-Méndez, Oscar & Ramos, Andrey, 2026. "Becoming green: Decomposing the macroeconomic effects of green technology news shocks," Energy Economics, Elsevier, vol. 157(C).
    5. Bilal, Adrien & Stock, James, 2025. "Macroeconomics and Climate Change," CEPR Discussion Papers 20659, Centre for Economic Policy Research.
    6. Christina Anderl & Guglielmo Maria Caporale, 2026. "AI Intensity and Financial Market Responses to Economic Shocks: Evidence from US Industries," CESifo Working Paper Series 13000, CESifo.
    7. Luca Fornaro & Veronica Guerrieri & Lucrezia Reichlin, 2025. "Monetary policy for the green transition," BIS Papers, Bank for International Settlements, number 160, November.
    8. Gianluca Benigno & Luca Fornaro, 2018. "Stagnation Traps," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1425-1470.
    9. Döttling, Robin & Ratnovski, Lev, 2023. "Monetary policy and intangible investment," Journal of Monetary Economics, Elsevier, vol. 134(C), pages 53-72.
    10. RENTOCCHINI Francesco & VEZZANI Antonio & MONTRESOR Sandro, 2024. "Walking the Green Line: Government Sponsored R&D and Clean Technologies," JRC Working Papers on Corporate R&D and Innovation 2023-01, Joint Research Centre.
    11. Uluc Aysun & Sewon Hur & Zeynep Yom, 2025. "Technology creation and monetary transmission," Working Papers 2025-02, University of Central Florida, Department of Economics.
    12. Andrzej Cieślik & Mehmet Burak Turgut, 2024. "Uncertainty and long-run economy: the role of R &D and business dynamism," Empirical Economics, Springer, vol. 66(4), pages 1403-1441, April.
    13. Daniele Colombo & Francesco Toni, 2025. "Gas Prices and the Macroeconomy," GREDEG Working Papers 2025-20, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France, revised Jul 2026.
    14. Uluc Aysun & Zeynep Yom, 2025. "Technology creation, business cycles and monetary transmission," Villanova School of Business Department of Economics and Statistics Working Paper Series 61, Villanova School of Business Department of Economics and Statistics.
    15. Rik Rozendaal, 2025. "Market Power, Innovation, and the Green Transition," CESifo Working Paper Series 11938, CESifo.
    16. Damiano Di Francesco & Omar Pietro Carnevale, 2025. "Are Hysteresis Effects Nonlinear?," LEM Papers Series 2025/32, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    17. Darracq Pariès, Matthieu & Notarpietro, Alessandro & Kilponen, Juha & Papadopoulou, Niki & Zimic, Srečko & Aldama, Pierre & Langenus, Geert & Alvarez, Luis Julian & Lemoine, Matthieu & Angelini, Elena, 2021. "Review of macroeconomic modelling in the Eurosystem: current practices and scope for improvement," Occasional Paper Series 267, European Central Bank.
    18. Schmitz, Tom, 2021. "Endogenous growth, firm heterogeneity and the long-run impact of financial crises," European Economic Review, Elsevier, vol. 132(C).
    19. Gebhardt, Sebastian & Hou, Yun & Yarime, Masaru, 2026. "Directing environmental innovation toward radical clean technologies for sustainable transitions: Market-based vs. command-and-control policies," Research Policy, Elsevier, vol. 55(4).
    20. Elfsbacka Schmöller, Michaela & Spitzer, Martin, 2021. "Deep recessions, slowing productivity and missing (dis-)inflation in the euro area," European Economic Review, Elsevier, vol. 134(C).

    More about this item

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • 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:nbr:nberwo:34041. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.