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Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market

Author

Listed:
  • Raphael Calel

    (Grantham Research Institute on Climate Change and the Environment, London School of Economics)

  • Antoine Dechezleprêtre

    (Centre for Economic Performance, London School of Economics)

Abstract

The European Union Emissions Trading Scheme (EU ETS) has aimed to encourage the development of low-carbon technologies by putting a price on carbon emissions. Using a newly constructed data set that links 8.5 million European companies with their patenting history and their regulatory status under EU ETS, we investigate the hypothesis that the EU ETS has encouraged development of low-carbon technologies. Exploratory data analysis reveals a rapid increase in low-carbon patenting activities at the EPO since 2005, especially among EU ETS regulated companies during the Scheme's second phase. Naive estimates obtained by comparing EU ETS and non-EU ETS firms suggest that the Scheme may be responsible for up to 30% of the increase in low-carbon patenting of regulated companies. However, more refined estimates that combine matching methods with difference-in-differences provide evidence that the EU ETS has not impacted the direction of technological change. This finding appears to be robust to a number of stability and sensitivity checks. While we cannot completely rule out the possibility that the EU ETS has impacted only large companies for which suitable unregulated comparators cannot be found, our findings suggest that the EU ETS so far has had at best a very limited impact on low-carbon technological change.

Suggested Citation

  • Raphael Calel & Antoine Dechezleprêtre, 2012. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," Working Papers 2012.22, Fondazione Eni Enrico Mattei.
  • Handle: RePEc:fem:femwpa:2012.22
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    1. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    2. 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.
    3. John A. List & Daniel L. Millimet & Per G. Fredriksson & W. Warren McHone, 2003. "Effects of Environmental Regulations on Manufacturing Plant Births: Evidence from a Propensity Score Matching Estimator," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 944-952, November.
    4. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    5. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    6. Popp, David & Newell, Richard G. & Jaffe, Adam B., 2010. "Energy, the Environment, and Technological Change," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 873-937, Elsevier.
    7. Dekker, Thijs & Vollebergh, Herman R.J. & de Vries, Frans P. & Withagen, Cees A., 2012. "Inciting protocols," Journal of Environmental Economics and Management, Elsevier, vol. 64(1), pages 45-67.
    8. 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.
    9. Ian Lange & Allen Bellas, 2005. "Technological Change for Sulfur Dioxide Scrubbers under Market-Based Regulation," Land Economics, University of Wisconsin Press, vol. 81(4).
    10. Nick Johnstone & Ivan Haščič & David Popp, 2010. "Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(1), pages 133-155, January.
    11. 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.
    12. Barry Anderson & Corrado Di Maria, 2011. "Abatement and Allocation in the Pilot Phase of the EU ETS," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 48(1), pages 83-103, January.
    13. Popp, David, 2006. "International innovation and diffusion of air pollution control technologies: the effects of NOX and SO2 regulation in the US, Japan, and Germany," Journal of Environmental Economics and Management, Elsevier, vol. 51(1), pages 46-71, January.
    14. David Popp, 2010. "Innovation and Climate Policy," NBER Working Papers 15673, National Bureau of Economic Research, Inc.
    15. Richard Schmalensee & Paul L. Joskow & A. Denny Ellerman & Juan Pablo Montero & Elizabeth M. Bailey, 1998. "An Interim Evaluation of Sulfur Dioxide Emissions Trading," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 53-68, Summer.
    16. Pizer, William A. & Popp, David, 2008. "Endogenizing technological change: Matching empirical evidence to modeling needs," Energy Economics, Elsevier, vol. 30(6), pages 2754-2770, November.
    17. Burtraw, Dallas & Szambelan, Sarah Jo, 2009. "U.S. Emissions Trading Markets for SO2 and NOx," RFF Working Paper Series dp-09-40, Resources for the Future.
    18. Jaffe, Adam B. & Newell, Richard G. & Stavins, Robert N., 2005. "A tale of two market failures: Technology and environmental policy," Ecological Economics, Elsevier, vol. 54(2-3), pages 164-174, August.
    19. Zvi Griliches, 1984. "Introduction to "R & D, Patents, and Productivity"," NBER Chapters, in: R&D, Patents, and Productivity, pages 1-20, National Bureau of Economic Research, Inc.
    20. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    21. Antoine Dechezleprêtre & Matthieu Glachant & Ivan Haščič & Nick Johnstone & Yann Ménière, 2011. "Invention and Transfer of Climate Change--Mitigation Technologies: A Global Analysis," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 5(1), pages 109-130, Winter.
    22. Tomás, R.A.F. & Ramôa Ribeiro, F. & Santos, V.M.S. & Gomes, J.F.P. & Bordado, J.C.M., 2010. "Assessment of the impact of the European CO2 emissions trading scheme on the Portuguese chemical industry," Energy Policy, Elsevier, vol. 38(1), pages 626-632, January.
    23. Dietmar Harhoff & Francis Narin & F. M. Scherer & Katrin Vopel, 1999. "Citation Frequency And The Value Of Patented Inventions," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 511-515, August.
    24. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2003. "Citations, family size, opposition and the value of patent rights," Research Policy, Elsevier, vol. 32(8), pages 1343-1363, September.
    25. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    26. Nicolas van Zeebroeck, 2011. "The puzzle of patent value indicators," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(1), pages 33-62.
    27. Richard G. Newell & Adam B. Jaffe & Robert N. Stavins, 1999. "The Induced Innovation Hypothesis and Energy-Saving Technological Change," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 941-975.
    28. repec:dau:papers:123456789/10174 is not listed on IDEAS
    29. A. Ellerman & Barbara Buchner, 2008. "Over-Allocation or Abatement? A Preliminary Analysis of the EU ETS Based on the 2005–06 Emissions Data," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 41(2), pages 267-287, October.
    30. Brunnermeier, Smita B. & Cohen, Mark A., 2003. "Determinants of environmental innovation in US manufacturing industries," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 278-293, March.
    31. Milliman, Scott R. & Prince, Raymond, 1989. "Firm incentives to promote technological change in pollution control," Journal of Environmental Economics and Management, Elsevier, vol. 17(3), pages 247-265, November.
    32. Popp, David, 2004. "ENTICE: endogenous technological change in the DICE model of global warming," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 742-768, July.
    33. Zvi Griliches, 1984. "R&D, Patents, and Productivity," NBER Books, National Bureau of Economic Research, Inc, number gril84-1.
    34. Ellerman,A. Denny & Convery,Frank J. & de Perthuis,Christian With contributions by-Name:Alberola,Emilie With contributions by-Name:Buchner,Barbara K. With contributions by-Name:Delbosc,Anaïs, 2010. "Pricing Carbon," Cambridge Books, Cambridge University Press, number 9780521196475, October.
    35. Fischer, Carolyn & Newell, Richard G., 2008. "Environmental and technology policies for climate mitigation," Journal of Environmental Economics and Management, Elsevier, vol. 55(2), pages 142-162, March.
    36. Popp, David & Newell, Richard, 2012. "Where does energy R&D come from? Examining crowding out from energy R&D," Energy Economics, Elsevier, vol. 34(4), pages 980-991.
    37. Alexandre Kossoy & Pierre Guigon, "undated". "State and Trends of the Carbon Market 2012," World Bank Publications - Reports 13336, The World Bank Group.
    38. Fischer, Carolyn & Parry, Ian W. H. & Pizer, William A., 2003. "Instrument choice for environmental protection when technological innovation is endogenous," Journal of Environmental Economics and Management, Elsevier, vol. 45(3), pages 523-545, May.
    39. David Popp, 2003. "Pollution control innovations and the Clean Air Act of 1990," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 22(4), pages 641-660.
    40. David Popp, 2010. "Innovation and Climate Policy," Annual Review of Resource Economics, Annual Reviews, vol. 2(1), pages 275-298, October.
    41. van der Zwaan, B. C. C. & Gerlagh, R. & G. & Klaassen & Schrattenholzer, L., 2002. "Endogenous technological change in climate change modelling," Energy Economics, Elsevier, vol. 24(1), pages 1-19, January.
    42. Heller, Ruth & Rosenbaum, Paul R. & Small, Dylan S., 2009. "Split Samples and Design Sensitivity in Observational Studies," Journal of the American Statistical Association, American Statistical Association, vol. 104(487), pages 1090-1101.
    43. Khan, Shakeeb & Powell, James L., 2001. "Two-step estimation of semiparametric censored regression models," Journal of Econometrics, Elsevier, vol. 103(1-2), pages 73-110, July.
    44. Greenstone, Michael & Gayer, Ted, 2009. "Quasi-experimental and experimental approaches to environmental economics," Journal of Environmental Economics and Management, Elsevier, vol. 57(1), pages 21-44, January.
    45. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    46. Michael Grubb & Christian Azar & U. Martin Persson, 2005. "Allowance allocation in the European emissions trading system: a commentary," Climate Policy, Taylor & Francis Journals, vol. 5(1), pages 127-136, January.
    47. Popp, David, 2006. "Innovation in climate policy models: Implementing lessons from the economics of R&D," Energy Economics, Elsevier, vol. 28(5-6), pages 596-609, November.
    48. repec:wbk:wboper:13335 is not listed on IDEAS
    49. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    50. Antoine Dechezleprêtre & Matthieu Glachant & Ivan Haščič & Nick Johnstone & Yann Ménière, 2011. "Invention and Transfer of Climate Change--Mitigation Technologies: A Global Analysis," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 5(1), pages 109-130, Winter.
    51. Goulder, Lawrence H. & Schneider, Stephen H., 1999. "Induced technological change and the attractiveness of CO2 abatement policies," Resource and Energy Economics, Elsevier, vol. 21(3-4), pages 211-253, August.
    52. Meredith Fowlie, 2010. "Emissions Trading, Electricity Restructuring, and Investment in Pollution Abatement," American Economic Review, American Economic Association, vol. 100(3), pages 837-869, June.
    53. Gerlagh, Reyer, 2008. "A climate-change policy induced shift from innovations in carbon-energy production to carbon-energy savings," Energy Economics, Elsevier, vol. 30(2), pages 425-448, March.
    54. Nick Johnstone (ed.), 2007. "Environmental Policy and Corporate Behaviour," Books, Edward Elgar Publishing, number 12551.
    55. Kenneth Y. Chay & James L. Powell, 2001. "Semiparametric Censored Regression Models," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 29-42, Fall.
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    Keywords

    Directed Technological Change; EU Emissions Trading Scheme; Policy Evaluation;
    All these keywords.

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy

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