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R&D in Clean Technology: A Project Choice Model with Learning

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  • Koki Oikawa

Abstract

In this study, we investigate the qualitative and quantitative effects of an R&D subsidy for clean technology and a Pigouvian tax on a dirty technology on environmental R&D when it is uncertain how long the research takes to complete. The model is formulated as an optimal stopping problem, in which the number of successes required to complete the R&D project is finite and which incorporates learning about the probability of success. We show that the optimal R&D subsidy with the consideration of learning is higher than that without it. We also find that an R&D subsidy performs better than a Pigouvian tax unless the government can induce suppliers to make cost reduction efforts even after the new technology successfully replaces the old one. Moreover, by a two-project model, we show that a uniform subsidy is better than a selective subsidy.

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  • Koki Oikawa, 2015. "R&D in Clean Technology: A Project Choice Model with Learning," Working Papers e093, Tokyo Center for Economic Research.
  • Handle: RePEc:tcr:wpaper:e93
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    1. James Cardon & Dan Sasaki, 1998. "Preemptive Search and R&D Clustering," RAND Journal of Economics, The RAND Corporation, vol. 29(2), pages 324-338, Summer.
    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. 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.
    4. Dirk Bergemann & Ulrigh Hege, 2005. "The Financing of Innovation: Learning and Stopping," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 719-752, Winter.
    5. Jones, Charles I & Williams, John C, 2000. "Too Much of a Good Thing? The Economics of Investment in R&D," Journal of Economic Growth, Springer, vol. 5(1), pages 65-85, March.
    6. Ito, Yutaka & Managi, Shunsuke, 2015. "The potential of alternative fuel vehicles: A cost-benefit analysis," Research in Transportation Economics, Elsevier, vol. 50(C), pages 39-50.
    7. Hart, Rob, 2004. "Growth, environment and innovation--a model with production vintages and environmentally oriented research," Journal of Environmental Economics and Management, Elsevier, vol. 48(3), pages 1078-1098, November.
    8. 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.
    9. David Popp & Richard G. Newell, 2009. "Where Does Energy R&D Come From? Examining Crowding Out from Environmentally-Friendly R&D," NBER Working Papers 15423, National Bureau of Economic Research, Inc.
    10. Lerner, Josh, 1999. "The Government as Venture Capitalist: The Long-Run Impact of the SBIR Program," The Journal of Business, University of Chicago Press, vol. 72(3), pages 285-318, July.
    11. 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.
    12. Cowan, Robin, 1991. "Tortoises and Hares: Choice among Technologies of Unknown Merit," Economic Journal, Royal Economic Society, vol. 101(407), pages 801-814, July.
    13. Laffont, Jean-Jacques & Tirole, Jean, 1996. "Pollution permits and environmental innovation," Journal of Public Economics, Elsevier, vol. 62(1-2), pages 127-140, October.
    14. Krysiak, Frank C., 2011. "Environmental regulation, technological diversity, and the dynamics of technological change," Journal of Economic Dynamics and Control, Elsevier, vol. 35(4), pages 528-544, April.
    15. Stern,Nicholas, 2007. "The Economics of Climate Change," Cambridge Books, Cambridge University Press, number 9780521700801.
    16. Stephen H. Schneider & Lawrence H. Goulder, 1997. "Achieving low-cost emissions targets," Nature, Nature, vol. 389(6646), pages 13-14, September.
    17. Dasgupta, Partha & Maskin, Eric, 1987. "The Simple Economics of Research Portfolios," Economic Journal, Royal Economic Society, vol. 97(387), pages 581-595, September.
    18. MANAGI Shunsuke, 2012. "Analysis of Alternative Fuel Vehicles by Disaggregated Cost Benefit," Discussion papers 12035, Research Institute of Economy, Trade and Industry (RIETI).
    19. Söderholm, Patrik & Sundqvist, Thomas, 2007. "Empirical challenges in the use of learning curves for assessing the economic prospects of renewable energy technologies," Renewable Energy, Elsevier, vol. 32(15), pages 2559-2578.
    20. Jung, Chulho & Krutilla, Kerry & Boyd, Roy, 1996. "Incentives for Advanced Pollution Abatement Technology at the Industry Level: An Evaluation of Policy Alternatives," Journal of Environmental Economics and Management, Elsevier, vol. 30(1), pages 95-111, January.
    21. Carraro, Carlo & Siniscaico, Domenico, 1994. "Environmental policy reconsidered: The role of technological innovation," European Economic Review, Elsevier, vol. 38(3-4), pages 545-554, April.
    22. William D. Nordhaus, 2007. "A Review of the Stern Review on the Economics of Climate Change," Journal of Economic Literature, American Economic Association, vol. 45(3), pages 686-702, September.
    23. Kverndokk, Snorre & Rosendahl, Knut Einar, 2007. "Climate policies and learning by doing: Impacts and timing of technology subsidies," Resource and Energy Economics, Elsevier, vol. 29(1), pages 58-82, January.
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    Cited by:

    1. Shao, Yanmin & Chen, Zhongfei, 2022. "Can government subsidies promote the green technology innovation transformation? Evidence from Chinese listed companies," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 716-727.
    2. Halkos, George E. & Papageorgiou, George J., 2018. "Pollution, environmental taxes and public debt: A game theory setup," Economic Analysis and Policy, Elsevier, vol. 58(C), pages 111-120.
    3. Koji Kotani & Makoto Kakinaka, 2017. "Some implications of environmental regulation on social welfare under learning-by-doing of eco-products," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 19(1), pages 121-149, January.
    4. Xiaobo Han & Yin Han & Rong Ke & Jinghua Zhao, 2022. "Research on the Cooperation Model of New Energy Vehicle Supply Chain under the Background of Government Subsidies Declining," Sustainability, MDPI, vol. 14(19), pages 1-19, October.
    5. Zhu, Min & Dong, Peiwu & Ju, Yanbing & Li, Jiajun & Ran, Lun, 2023. "Effects of government subsidies on heavy-duty hydrogen fuel cell truck penetration: A scenario-based system dynamics model," Energy Policy, Elsevier, vol. 183(C).

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    More about this item

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • 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

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