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Is innovation good for the environment? A macro-level analysis

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  • Weber, Christoph
  • Falchi, Alice
  • Chassagnon-Haned, Naciba

Abstract

A widely spread assumption in economics and politics is that innovation is beneficial for long-term economic growth and can also help to achieve environmental goals. However, empirical evidence on the impact of innovation on environmental sustainability is scarce. The present study tries to fill this gap by employing a panel data set of 229 countries (2013−2020) and using a novel database of countries' innovation scores (the Global Innovation Index). The results are manifold: firstly, we find a robust negative relationship between a country's innovativeness and its CO2 per capita. Secondly, the negative relationship persists when we control for level of development and other drivers of CO2 emissions. Thirdly, the effect holds when we use other measures of environmental sustainability. Fourthly, the empirical results show that while innovation can help to reduce the environmental footprint, being innovative is not enough to achieve a sustainable level of emissions. This explains why the focus is shifting towards green or eco-innovations as a way to solve environmental problems.

Suggested Citation

  • Weber, Christoph & Falchi, Alice & Chassagnon-Haned, Naciba, 2025. "Is innovation good for the environment? A macro-level analysis," Ecological Economics, Elsevier, vol. 237(C).
    • Handle: RePEc:eee:ecolec:v:237:y:2025:i:c:s0921800925001958
    DOI: 10.1016/j.ecolecon.2025.108712
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    1. Mendonca, Sandro & Pereira, Tiago Santos & Godinho, Manuel Mira, 2004. "Trademarks as an indicator of innovation and industrial change," Research Policy, Elsevier, vol. 33(9), pages 1385-1404, November.
    2. Mahmood, Nasir & Zhao, Yingjun & Lou, Qinqin & Geng, Jinzhou, 2022. "Role of environmental regulations and eco-innovation in energy structure transition for green growth: Evidence from OECD," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    3. Sweet, Cassandra Mehlig & Eterovic Maggio, Dalibor Sacha, 2015. "Do Stronger Intellectual Property Rights Increase Innovation?," World Development, Elsevier, vol. 66(C), pages 665-677.
    4. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    5. 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.
    6. Triguero, Angela & Moreno-Mondéjar, Lourdes & Davia, María A., 2013. "Drivers of different types of eco-innovation in European SMEs," Ecological Economics, Elsevier, vol. 92(C), pages 25-33.
    7. Mahlberg, Bernhard & Luptacik, Mikulas & Sahoo, Biresh K., 2011. "Examining the drivers of total factor productivity change with an illustrative example of 14 EU countries," Ecological Economics, Elsevier, vol. 72(C), pages 60-69.
    8. Álvarez-Herránz, Agustín & Balsalobre, Daniel & Cantos, José María & Shahbaz, Muhammad, 2017. "Energy Innovations-GHG Emissions Nexus: Fresh Empirical Evidence from OECD Countries," Energy Policy, Elsevier, vol. 101(C), pages 90-100.
    9. Carrión-Flores, Carmen E. & Innes, Robert, 2010. "Environmental innovation and environmental performance," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 27-42, January.
    10. Lu Qiu & Die Hu & Yu Wang, 2020. "How do firms achieve sustainability through green innovation under external pressures of environmental regulation and market turbulence?," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2695-2714, September.
    11. Wagner, Marcus, 2007. "On the relationship between environmental management, environmental innovation and patenting: Evidence from German manufacturing firms," Research Policy, Elsevier, vol. 36(10), pages 1587-1602, December.
    12. Marzucchi, Alberto & Montresor, Sandro, 2017. "Forms of knowledge and eco-innovation modes: Evidence from Spanish manufacturing firms," Ecological Economics, Elsevier, vol. 131(C), pages 208-221.
    13. Paul Lanoie & Jérémy Laurent‐Lucchetti & Nick Johnstone & Stefan Ambec, 2011. "Environmental Policy, Innovation and Performance: New Insights on the Porter Hypothesis," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(3), pages 803-842, September.
    14. Susmita Dasgupta & Benoit Laplante & Hua Wang & David Wheeler, 2002. "Confronting the Environmental Kuznets Curve," Journal of Economic Perspectives, American Economic Association, vol. 16(1), pages 147-168, Winter.
    15. Hagedoorn, John & Cloodt, Myriam, 2003. "Measuring innovative performance: is there an advantage in using multiple indicators?," Research Policy, Elsevier, vol. 32(8), pages 1365-1379, September.
    16. Lee, Jaegul & Veloso, Francisco M. & Hounshell, David A., 2011. "Linking induced technological change, and environmental regulation: Evidence from patenting in the U.S. auto industry," Research Policy, Elsevier, vol. 40(9), pages 1240-1252.
    17. Michele Boldrin & David K. Levine, 2013. "The Case against Patents," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 3-22, Winter.
    18. David Autor & David Dorn & Gordon H. Hanson & Gary Pisano & Pian Shu, 2020. "Foreign Competition and Domestic Innovation: Evidence from US Patents," American Economic Review: Insights, American Economic Association, vol. 2(3), pages 357-374, September.
    19. Alfred Kleinknecht & Kees Van Montfort & Erik Brouwer, 2002. "The Non-Trivial Choice between Innovation Indicators," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(2), pages 109-121.
    20. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2023. "Corrigendum to “The environmental Kuznets curve in the OECD: 1870–2014” [Energy Economics 75 (2018) 389–399]," Energy Economics, Elsevier, vol. 124(C).
    21. Chen, Fenglong & Wang, Meichang & Pu, Zhengning, 2022. "The impact of technological innovation on air pollution: Firm-level evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    22. David Popp, 2019. "Environmental Policy and Innovation: A Decade of Research," NBER Working Papers 25631, National Bureau of Economic Research, Inc.
    23. Awaworyi Churchill, Sefa & Inekwe, John & Smyth, Russell & Zhang, Xibin, 2019. "R&D intensity and carbon emissions in the G7: 1870–2014," Energy Economics, Elsevier, vol. 80(C), pages 30-37.
    24. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    25. Alcácer, Juan & Gittelman, Michelle & Sampat, Bhaven, 2009. "Applicant and examiner citations in U.S. patents: An overview and analysis," Research Policy, Elsevier, vol. 38(2), pages 415-427, March.
    26. Chassagnon, Virgile & Haned, Naciba, 2015. "The relevance of innovation leadership for environmental benefits: A firm-level empirical analysis on French firms," Technological Forecasting and Social Change, Elsevier, vol. 91(C), pages 194-207.
    27. Dong, Kangyin & Dong, Xiucheng & Ren, Xiaohang, 2020. "Can expanding natural gas infrastructure mitigate CO2 emissions? Analysis of heterogeneous and mediation effects for China," Energy Economics, Elsevier, vol. 90(C).
    28. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    29. William T. Harbaugh & Arik Levinson & David Molloy Wilson, 2002. "Reexamining The Empirical Evidence For An Environmental Kuznets Curve," The Review of Economics and Statistics, MIT Press, vol. 84(3), pages 541-551, August.
    30. Jalles, João Tovar, 2010. "How to measure innovation? New evidence of the technology-growth linkage," Research in Economics, Elsevier, vol. 64(2), pages 81-96, June.
    31. Kumar, Surender, 2006. "Environmentally sensitive productivity growth: A global analysis using Malmquist-Luenberger index," Ecological Economics, Elsevier, vol. 56(2), pages 280-293, February.
    32. 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.
    33. Freire-González, Jaume, 2017. "Evidence of direct and indirect rebound effect in households in EU-27 countries," Energy Policy, Elsevier, vol. 102(C), pages 270-276.
    34. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
    35. Liu, Guixian & Sun, Wei & Kong, Zhaoyang & Dong, Xiucheng & Jiang, Qingzhe, 2023. "Did the pollution charge system promote or inhibit innovation? Evidence from Chinese micro-enterprises," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    36. Chiara Franco & Giovanni Marin, 2017. "The Effect of Within-Sector, Upstream and Downstream Environmental Taxes on Innovation and Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(2), pages 261-291, February.
    37. Francesco Bogliacino, 2014. "Innovation and employment: A firm level analysis with European R&D Scoreboard data," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 15(2), pages 141-154.
    38. Garrone, Paola & Grilli, Luca, 2010. "Is there a relationship between public expenditures in energy R&D and carbon emissions per GDP? An empirical investigation," Energy Policy, Elsevier, vol. 38(10), pages 5600-5613, October.
    39. Paul H. Jensen & Elizabeth Webster, 2009. "Another Look At The Relationship Between Innovation Proxies," Australian Economic Papers, Wiley Blackwell, vol. 48(3), pages 252-269, September.
    40. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2004. "Erratum to "Citations, family size, opposition and the value of patent rights" [Research Policy 32 (2003) 1343-1363]," Research Policy, Elsevier, vol. 33(2), pages 363-364, March.
    41. Sakariyahu, Rilwan & Lawal, Rodiat & Etudaiye-Muhtar, Oyebola Fatima & Ajide, Folorunsho Monsuru, 2023. "Reflections on COP27: How do technological innovations and economic freedom affect environmental quality in Africa?," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    42. Nill, Jan & Kemp, Ren, 2009. "Evolutionary approaches for sustainable innovation policies: From niche to paradigm?," Research Policy, Elsevier, vol. 38(4), pages 668-680, May.
    43. David Popp, 2019. "Environmental policy and innovation: a decade of research," CESifo Working Paper Series 7544, CESifo.
    44. David Powell, 2022. "Quantile regression with nonadditive fixed effects," Empirical Economics, Springer, vol. 63(5), pages 2675-2691, November.
    45. Dogan, Eyup & Altinoz, Buket & Madaleno, Mara & Taskin, Dilvin, 2020. "The impact of renewable energy consumption to economic growth: A replication and extension of Inglesi-Lotz (2016)," Energy Economics, Elsevier, vol. 90(C).
    46. Santamara, Llus & Nieto, Mara Jess & Barge-Gil, Andrs, 2009. "Beyond formal R&D: Taking advantage of other sources of innovation in low- and medium-technology industries," Research Policy, Elsevier, vol. 38(3), pages 507-517, April.
    47. Sorrell, Steve & Dimitropoulos, John & Sommerville, Matt, 2009. "Empirical estimates of the direct rebound effect: A review," Energy Policy, Elsevier, vol. 37(4), pages 1356-1371, April.
    48. Jianmin Tang & Can Le, 2007. "Multidimensional Innovation and Productivity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(7), pages 501-516.
    49. Grolleau, Gilles & Weber, Christoph, 2024. "The effect of inflation on CO2 emissions: An analysis over the period 1970–2020," Ecological Economics, Elsevier, vol. 217(C).
    50. 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.
    51. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    52. Cainelli, Giulio & Mazzanti, Massimiliano, 2013. "Environmental innovations in services: Manufacturing–services integration and policy transmissions," Research Policy, Elsevier, vol. 42(9), pages 1595-1604.
    53. Valentina Cillo & Antonio Messeni Petruzzelli & Lorenzo Ardito & Manlio Del Giudice, 2019. "Understanding sustainable innovation: A systematic literature review," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(5), pages 1012-1025, September.
    54. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    55. Shabir, Maria & Pazienza, Pasquale & De Lucia, Caterina, 2023. "Energy innovation and ecological footprint: Evidence from OECD countries during 1990–2018," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    56. Morakinyo Adetutu & Anthony Glass & Karligash Kenjegalieva & Robin Sickles, 2015. "The effects of efficiency and TFP growth on pollution in Europe: a multistage spatial analysis," Journal of Productivity Analysis, Springer, vol. 43(3), pages 307-326, June.
    57. Rajan Varadarajan, 2017. "Innovating for sustainability: a framework for sustainable innovations and a model of sustainable innovations orientation," Journal of the Academy of Marketing Science, Springer, vol. 45(1), pages 14-36, January.
    58. Kesidou, Effie & Demirel, Pelin, 2012. "On the drivers of eco-innovations: Empirical evidence from the UK," Research Policy, Elsevier, vol. 41(5), pages 862-870.
    59. Petra Moser, 2013. "Patents and Innovation: Evidence from Economic History," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 23-44, Winter.
    60. Du, Kerui & Li, Pengzhen & Yan, Zheming, 2019. "Do green technology innovations contribute to carbon dioxide emission reduction? Empirical evidence from patent data," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 297-303.
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    Keywords

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    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • F64 - International Economics - - Economic Impacts of Globalization - - - Environment
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

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