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Determinants of the Pace of Global Innovation in Energy Technologies

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  • Luís M A Bettencourt
  • Jessika E Trancik
  • Jasleen Kaur

Abstract

Understanding the factors driving innovation in energy technologies is of critical importance to mitigating climate change and addressing other energy-related global challenges. Low levels of innovation, measured in terms of energy patent filings, were noted in the 1980s and 90s as an issue of concern and were attributed to limited investment in public and private research and development (R&D). Here we build a comprehensive global database of energy patents covering the period 1970–2009, which is unique in its temporal and geographical scope. Analysis of the data reveals a recent, marked departure from historical trends. A sharp increase in rates of patenting has occurred over the last decade, particularly in renewable technologies, despite continued low levels of R&D funding. To solve the puzzle of fast innovation despite modest R&D increases, we develop a model that explains the nonlinear response observed in the empirical data of technological innovation to various types of investment. The model reveals a regular relationship between patents, R&D funding, and growing markets across technologies, and accurately predicts patenting rates at different stages of technological maturity and market development. We show quantitatively how growing markets have formed a vital complement to public R&D in driving innovative activity. These two forms of investment have each leveraged the effect of the other in driving patenting trends over long periods of time.

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  • Luís M A Bettencourt & Jessika E Trancik & Jasleen Kaur, 2013. "Determinants of the Pace of Global Innovation in Energy Technologies," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-6, October.
  • Handle: RePEc:plo:pone00:0067864
    DOI: 10.1371/journal.pone.0067864
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    as
    1. Martin I. Hoffert & Ken Caldeira & Atul K. Jain & Erik F. Haites & L. D. Danny Harvey & Seth D. Potter & Michael E. Schlesinger & Stephen H. Schneider & Robert G. Watts & Tom M. L. Wigley & Donald J. , 1998. "Energy implications of future stabilization of atmospheric CO2 content," Nature, Nature, vol. 395(6705), pages 881-884, October.
    2. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    3. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    4. 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.
    5. Hall, B. & Jaffe, A. & Trajtenberg, M., 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," Papers 2001-29, Tel Aviv.
    6. 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.
    7. repec:fth:harver:1473 is not listed on IDEAS
    8. Nemet, Gregory F., 2010. "Robust incentives and the design of a climate change governance regime," Energy Policy, Elsevier, vol. 38(11), pages 7216-7225, November.
    9. Margolis, Robert M. & Kammen, Daniel M., 1999. "Evidence of under-investment in energy R&D in the United States and the impact of Federal policy," Energy Policy, Elsevier, vol. 27(10), pages 575-584, October.
    10. Henderson, Rebecca M. & Newell, Richard G. (ed.), 2011. "Accelerating Energy Innovation," National Bureau of Economic Research Books, University of Chicago Press, number 9780226326832, September.
    11. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    12. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    13. Samuel Kortum & Josh Lerner, 2000. "Assessing the Contribution of Venture Capital to Innovation," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 674-692, Winter.
    14. Rebecca M. Henderson & Richard G. Newell, 2011. "Accelerating Energy Innovation: Insights from Multiple Sectors," NBER Books, National Bureau of Economic Research, Inc, number hend09-1.
    15. Robert W. Fri, 2003. "The Role of Knowledge: Technological Innovation in the Energy System," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 51-74.
    16. Vernon W. Ruttan, 1959. "Usher and Schumpeter on Invention, Innovation, and Technological Change," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 73(4), pages 596-606.
    17. Yann Ménière & Antoine Dechezleprêtre & Matthieu Glachant & Ivan Hascic & N. Johnstone, 2011. "Invention and transfer of climate change mitigation technologies: a study drawing on patent data," Post-Print hal-00869795, HAL.
    18. 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.
    19. Tooraj Jamasb, 2007. "Technical Change Theory and Learning Curves: Patterns of Progress in Electricity Generation Technologies," The Energy Journal, , vol. 28(3), pages 51-72, July.
    20. Nemet, Gregory F. & Kammen, Daniel M., 2007. "U.S. energy research and development: Declining investment, increasing need, and the feasibility of expansion," Energy Policy, Elsevier, vol. 35(1), pages 746-755, January.
    21. Kelly Sims Gallagher & Laura Diaz Anadon & Ruud Kempener & Charlie Wilson, 2011. "Trends in investments in global energy research, development, and demonstration," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 2(3), pages 373-396, May.
    22. McNerney, James & Doyne Farmer, J. & Trancik, Jessika E., 2011. "Historical costs of coal-fired electricity and implications for the future," Energy Policy, Elsevier, vol. 39(6), pages 3042-3054, June.
    23. Richard G. Newell, 2011. "The Energy Innovation System: A Historical Perspective," NBER Chapters, in: Accelerating Energy Innovation: Insights from Multiple Sectors, pages 25-47, National Bureau of Economic Research, Inc.
    24. Richard G. Newell, 2010. "The role of markets and policies in delivering innovation for climate change mitigation," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 26(2), pages 253-269, Summer.
    25. Paul Gompers & Josh Lerner, 2001. "The Venture Capital Revolution," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 145-168, Spring.
    26. Rebecca M. Henderson & Richard G. Newell, 2011. "Introduction and Summary to "Accelerating Energy Innovation: Insights from Multiple Sectors"," NBER Chapters, in: Accelerating Energy Innovation: Insights from Multiple Sectors, pages 1-23, National Bureau of Economic Research, Inc.
    27. 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.
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