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Measuring the energy innovation process: An indicator framework and a case study of wind energy in China

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  • Hu, Rui
  • Skea, Jim
  • Hannon, Matthew J.

Abstract

Whilst a well-established literature on metrics to assess innovation performance exists, relatively little work has linked it to the energy technology innovation process. This paper systematically brings together indicator sets and derives an indicator framework for measuring energy innovation, offering an important step forward in the quantitative evaluation of energy innovation performance. It incorporates input, output and outcome metrics that relate to different stages along the energy technology innovation chain, namely research, development, demonstration, market formation and diffusion. To test its efficacy, the indicator framework is applied to the case of wind energy in China, drawing comparisons against global market leaders such as Denmark, Germany and the USA. The paper finds that the framework enables a more rigorous comparative analysis of energy innovation between countries than currently offered by either the application of piecemeal indicators and complements contextually rich qualitative case studies. The empirical analysis shows that China has begun to lead across a range of innovation inputs (e.g. R&D expenditure) and outputs (e.g. publications) but lags considerably behind international competitors against other output and outcome indicators such as patents, revenue and exports.

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  • Hu, Rui & Skea, Jim & Hannon, Matthew J., 2018. "Measuring the energy innovation process: An indicator framework and a case study of wind energy in China," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 227-244.
    • Handle: RePEc:eee:tefoso:v:127:y:2018:i:c:p:227-244
    DOI: 10.1016/j.techfore.2017.09.025
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    1. Foxon, T. J. & Gross, R. & Chase, A. & Howes, J. & Arnall, A. & Anderson, D., 2005. "UK innovation systems for new and renewable energy technologies: drivers, barriers and systems failures," Energy Policy, Elsevier, vol. 33(16), pages 2123-2137, November.
    2. Bengt-Åke Lundvall, 2007. "National Innovation Systems—Analytical Concept and Development Tool," Industry and Innovation, Taylor & Francis Journals, vol. 14(1), pages 95-119.
    3. Negro, Simona O. & Hekkert, Marko P. & Smits, Ruud E., 2007. "Explaining the failure of the Dutch innovation system for biomass digestion--A functional analysis," Energy Policy, Elsevier, vol. 35(2), pages 925-938, February.
    4. David Popp, 2016. "Economic analysis of scientific publications and implications for energy research and development," Nature Energy, Nature, vol. 1(4), pages 1-8, April.
    5. Couture, Toby & Gagnon, Yves, 2010. "An analysis of feed-in tariff remuneration models: Implications for renewable energy investment," Energy Policy, Elsevier, vol. 38(2), pages 955-965, February.
    6. Wilson, Charlie, 2012. "Up-scaling, formative phases, and learning in the historical diffusion of energy technologies," Energy Policy, Elsevier, vol. 50(C), pages 81-94.
    7. Borrás , Susana & Edquist , Charles, 2013. "Competence Building: A Systemic Approach to Innovation Policy," Papers in Innovation Studies 2013/28, Lund University, CIRCLE - Centre for Innovation Research.
    8. Zhou, P. & Ang, B.W. & Han, J.Y., 2010. "Total factor carbon emission performance: A Malmquist index analysis," Energy Economics, Elsevier, vol. 32(1), pages 194-201, January.
    9. Elena Verdolini & Marzio Galeotti, 2009. "At Home and Abroad: An Empirical Analysis of Innovation and Diffusion in Energy-Efficient Technologies," Working Papers 2009.123, Fondazione Eni Enrico Mattei.
    10. Freeman, Christopher & Soete, Luc, 2009. "Developing science, technology and innovation indicators: What we can learn from the past," Research Policy, Elsevier, vol. 38(4), pages 583-589, May.
    11. Xi Lu & Michael B. McElroy & Wei Peng & Shiyang Liu & Chris P. Nielsen & Haikun Wang, 2016. "Challenges faced by China compared with the US in developing wind power," Nature Energy, Nature, vol. 1(6), pages 1-6, June.
    12. Cristina Chaminade & Bengt-åke Lundvall & Jan Vang & K. J. Joseph, 2009. "Designing Innovation Policies for Development: Towards a Systemic Experimentation-based Approach," Chapters, in: Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), Handbook of Innovation Systems and Developing Countries, chapter 13, Edward Elgar Publishing.
    13. Li, Canbing & Shi, Haiqing & Cao, Yijia & Wang, Jianhui & Kuang, Yonghong & Tan, Yi & Wei, Jing, 2015. "Comprehensive review of renewable energy curtailment and avoidance: A specific example in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1067-1079.
    14. Jacobsson, Staffan & Johnson, Anna, 2000. "The diffusion of renewable energy technology: an analytical framework and key issues for research," Energy Policy, Elsevier, vol. 28(9), pages 625-640, July.
    15. Sagar, A. D. & Holdren, J. P., 2002. "Assessing the global energy innovation system: some key issues," Energy Policy, Elsevier, vol. 30(6), pages 465-469, May.
    16. Verbong, Geert & Geels, Frank, 2007. "The ongoing energy transition: Lessons from a socio-technical, multi-level analysis of the Dutch electricity system (1960-2004)," Energy Policy, Elsevier, vol. 35(2), pages 1025-1037, February.
    17. Grubler, Arnulf & Nakicenovic, Nebojsa & Victor, David G., 1999. "Dynamics of energy technologies and global change," Energy Policy, Elsevier, vol. 27(5), pages 247-280, May.
    18. Carlsson, Bo, 2006. "Internationalization of innovation systems: A survey of the literature," Research Policy, Elsevier, vol. 35(1), pages 56-67, February.
    19. Crespi, Gustavo A. & Geuna, Aldo, 2008. "An empirical study of scientific production: A cross country analysis, 1981-2002," Research Policy, Elsevier, vol. 37(4), pages 565-579, May.
    20. Global Energy Assessment Writing Team,, 2012. "Global Energy Assessment," Cambridge Books, Cambridge University Press, number 9781107005198, September.
    21. Anna J. Wieczorek & Marko P. Hekkert, 2012. "Systemic instruments for systemic innovation problems: A framework for policy makers and innovation scholars," Science and Public Policy, Oxford University Press, vol. 39(1), pages 74-87, February.
    22. Lundvall, Bengt-Ake & Johnson, Bjorn & Andersen, Esben Sloth & Dalum, Bent, 2002. "National systems of production, innovation and competence building," Research Policy, Elsevier, vol. 31(2), pages 213-231, February.
    23. Charlie Wilson & Arnulf Grubler & Kelly S. Gallagher & Gregory F. Nemet, 2012. "Marginalization of end-use technologies in energy innovation for climate protection," Nature Climate Change, Nature, vol. 2(11), pages 780-788, November.
    24. Li, Georgi & Rajagopalan, S., 1998. "A learning curve model with knowledge depreciation," European Journal of Operational Research, Elsevier, vol. 105(1), pages 143-154, February.
    25. Verbruggen, Aviel & Fischedick, Manfred & Moomaw, William & Weir, Tony & Nadaï, Alain & Nilsson, Lars J. & Nyboer, John & Sathaye, Jayant, 2010. "Renewable energy costs, potentials, barriers: Conceptual issues," Energy Policy, Elsevier, vol. 38(2), pages 850-861, February.
    26. Malerba, Franco, 2002. "Sectoral systems of innovation and production," Research Policy, Elsevier, vol. 31(2), pages 247-264, February.
    27. Carlsson, B & Stankiewicz, R, 1991. "On the Nature, Function and Composition of Technological Systems," Journal of Evolutionary Economics, Springer, vol. 1(2), pages 93-118, April.
    28. Ru, Peng & Zhi, Qiang & Zhang, Fang & Zhong, Xiaotian & Li, Jianqiang & Su, Jun, 2012. "Behind the development of technology: The transition of innovation modes in China’s wind turbine manufacturing industry," Energy Policy, Elsevier, vol. 43(C), pages 58-69.
    29. John R. Baldwin & Wulong Gu, 2004. "Trade Liberalization: Export-market Participation, Productivity Growth, and Innovation," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 372-392, Autumn.
    30. Anna J. Wieczorek & Marko P. Hekkert, 2012. "Corrigendum to 'Systemic instruments for systemic innovation problems: A framework for policy makers and innovation scholars'," Science and Public Policy, Oxford University Press, vol. 39(6), pages 842-842, December.
    31. Gosens, Jorrit & Lu, Yonglong, 2013. "From lagging to leading? Technological innovation systems in emerging economies and the case of Chinese wind power," Energy Policy, Elsevier, vol. 60(C), pages 234-250.
    32. Klagge, Britta & Liu, Zhigao & Campos Silva, Pedro, 2012. "Constructing China’s wind energy innovation system," Energy Policy, Elsevier, vol. 50(C), pages 370-382.
    33. Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), 2009. "Handbook of Innovation Systems and Developing Countries," Books, Edward Elgar Publishing, number 12943.
    34. Markard, Jochen & Truffer, Bernhard, 2008. "Technological innovation systems and the multi-level perspective: Towards an integrated framework," Research Policy, Elsevier, vol. 37(4), pages 596-615, May.
    35. John R. Baldwin & Wulong Gu, 2004. "Trade Liberalization: Export-market Participation, Productivity Growth, and Innovation," Oxford Review of Economic Policy, Oxford University Press, vol. 20(3), pages 372-392, Autumn.
    36. Bergek, Anna & Jacobsson, Staffan & Carlsson, Bo & Lindmark, Sven & Rickne, Annika, 2008. "Analyzing the functional dynamics of technological innovation systems: A scheme of analysis," Research Policy, Elsevier, vol. 37(3), pages 407-429, April.
    37. Global Energy Assessment Writing Team,, 2012. "Global Energy Assessment," Cambridge Books, Cambridge University Press, number 9780521182935, September.
    38. Schilling, Melissa A. & Esmundo, Melissa, 2009. "Technology S-curves in renewable energy alternatives: Analysis and implications for industry and government," Energy Policy, Elsevier, vol. 37(5), pages 1767-1781, May.
    39. Shen, Jianfei & Luo, Chen, 2015. "Overall review of renewable energy subsidy policies in China – Contradictions of intentions and effects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1478-1488.
    40. Charles Edquist, 2011. "Design of innovation policy through diagnostic analysis: identification of systemic problems (or failures)," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(6), pages 1725-1753, December.
    41. Thed N. Van Leeuwen & Henk F. Moed & Robert J. W. Tijssen & Martijn S. Visser & Anthony F. J. Van Raan, 2001. "Language biases in the coverage of the Science Citation Index and its consequencesfor international comparisons of national research performance," Scientometrics, Springer;Akadémiai Kiadó, vol. 51(1), pages 335-346, April.
    42. Zhao, Zhen-yu & Ling, Wen-jun & Zillante, George & Zuo, Jian, 2012. "Comparative assessment of performance of foreign and local wind turbine manufacturers in China," Renewable Energy, Elsevier, vol. 39(1), pages 424-432.
    43. Edquist, Charles, 2011. "Innovation Policy Design: Identification of Systemic Problems," Papers in Innovation Studies 2011/6, Lund University, CIRCLE - Centre for Innovation Research.
    44. Foray, D. & Mowery, D.C. & Nelson, R.R., 2012. "Public R&D and social challenges: What lessons from mission R&D programs?," Research Policy, Elsevier, vol. 41(10), pages 1697-1702.
    45. Verdolini, Elena & Galeotti, Marzio, 2011. "At home and abroad: An empirical analysis of innovation and diffusion in energy technologies," Journal of Environmental Economics and Management, Elsevier, vol. 61(2), pages 119-134, March.
    46. Klaassen, Ger & Miketa, Asami & Larsen, Katarina & Sundqvist, Thomas, 2005. "The impact of R&D on innovation for wind energy in Denmark, Germany and the United Kingdom," Ecological Economics, Elsevier, vol. 54(2-3), pages 227-240, August.
    47. Staffan Jacobsson & Anna Bergek, 2004. "Transforming the energy sector: the evolution of technological systems in renewable energy technology," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 13(5), pages 815-849, October.
    48. Anabel Marin & Valeria Arza, 2009. "The Role of Multinational Corporations in National Innovation Systems in Developing Countries: From Technology Diffusion to International Involvement," Chapters, in: Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), Handbook of Innovation Systems and Developing Countries, chapter 10, Edward Elgar Publishing.
    49. West, Jonathan & Iansiti, Marco, 2003. "Experience, experimentation, and the accumulation of knowledge: the evolution of R&D in the semiconductor industry," Research Policy, Elsevier, vol. 32(5), pages 809-825, May.
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