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Learning by Doing vs Learning by Researching in a Model of Climate Change Policy Analysis

Author

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  • Marzio Galeotti

    (Università di Milano and Fondazione Eni Enrico Mattei)

  • Sergio Vergalli

    (Università di Padova and Fondazione Eni Enrico Mattei)

  • Efrem Castelnuovo

    (Università Bocconi and Fondazione Eni Enrico Mattei)

  • Gretel Gambarelli

    (Fondazione Eni Enrico Mattei)

Abstract

Many predictions and conclusions in climate change literature have been made on the basis of theoretical analyses and quantitative models that assume exogenous technological change. One may wonder if those policy prescriptions hold in the more realistic case of endogenously evolving technologies. In previous work we modified a popular integrated assessment model to allow for an explicit role of the stock of knowledge which accumulates through R&D investment. In our formulation knowledge affects the output production technology and the emission-output ratio. In this paper we make progress in our efforts aimed to model the process of technological change. In keeping with recent theories of endogenous growth, we specify two ways in which knowledge accumulates: via a deliberate, optimally selected R&D decision or via experience, giving rise to Learning by Doing. We simulate the model under the two versions of endogenous technical change and look at the dynamics of a number of relevant variables.

Suggested Citation

  • Marzio Galeotti & Sergio Vergalli & Efrem Castelnuovo & Gretel Gambarelli, 2003. "Learning by Doing vs Learning by Researching in a Model of Climate Change Policy Analysis," Working Papers 2003.11, Fondazione Eni Enrico Mattei.
  • Handle: RePEc:fem:femwpa:2003.11
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    1. Castelnuovo, Efrem & Galeotti, Marzio & Gambarelli, Gretel & Vergalli, Sergio, 2005. "Learning-by-Doing vs. Learning by Researching in a model of climate change policy analysis," Ecological Economics, Elsevier, vol. 54(2-3), pages 261-276, August.
    2. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    3. Francesco Bosello & Barbara Buchner & Carlo Carraro, 2003. "Equity, Development, and Climate Change Control," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 601-611, 04/05.
    4. Barbara Buchner & Carlo Carraro & Igor Cersosimo & Carmen Marchiori, 2002. "Back to Kyoto? US Participation and the Linkage between R&D and Climate Cooperation," CESifo Working Paper Series 688, CESifo.
    5. Nordhaus, William D & Yang, Zili, 1996. "A Regional Dynamic General-Equilibrium Model of Alternative Climate-Change Strategies," American Economic Review, American Economic Association, vol. 86(4), pages 741-765, September.
    6. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    7. Paolo Buonanno & Carlo Carraro & Efrem Castelnuovo & Marzio Galeotti, 2001. "Emission Trading Restrictions with Endogenous Technological Change," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 1(3), pages 379-395, July.
    8. 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.
    9. Zvi Griliches, 1984. "R&D, Patents, and Productivity," NBER Books, National Bureau of Economic Research, Inc, number gril84-1, March.
    10. Sabine Messner, 1997. "Endogenized technological learning in an energy systems model," Journal of Evolutionary Economics, Springer, vol. 7(3), pages 291-313.
    11. Anderson, Dennis & Bird, Catherine D, 1992. "Carbon Accumulations and Technical Progress--A Simulation Study of Costs," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(1), pages 1-29, February.
    12. Goulder, Lawrence H. & Mathai, Koshy, 2000. "Optimal CO2 Abatement in the Presence of Induced Technological Change," Journal of Environmental Economics and Management, Elsevier, vol. 39(1), pages 1-38, January.
    13. Buonanno, Paolo & Carraro, Carlo & Galeotti, Marzio, 2003. "Endogenous induced technical change and the costs of Kyoto," Resource and Energy Economics, Elsevier, vol. 25(1), pages 11-34, February.
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    Cited by:

    1. Nicola Cantore & Emilio Padilla, 2007. "Equity and CO2 Emissions Distribution in Climate Change Integrated Assessment," Working Papers wpdea0705, Department of Applied Economics at Universitat Autonoma of Barcelona.
    2. Lehmann, Paul, 2013. "Supplementing an emissions tax by a feed-in tariff for renewable electricity to address learning spillovers," Energy Policy, Elsevier, vol. 61(C), pages 635-641.
    3. Tilmann Rave & Ursula Triebswetter & Johann Wackerbauer, 2013. "Koordination von Innovations-, Energie- und Umweltpolitik," ifo Forschungsberichte, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 61, October.
    4. Bosetti, Valentina & Carraro, Carlo & Galeotti, Marzio, 2006. "Stabilisation Targets, Technical Change and the Macroeconomic Costs of Climate Change Control," Climate Change Modelling and Policy Working Papers 12050, Fondazione Eni Enrico Mattei (FEEM).
    5. Karali, Nihan & Park, Won Young & McNeil, Michael, 2017. "Modeling technological change and its impact on energy savings in the U.S. iron and steel sector," Applied Energy, Elsevier, vol. 202(C), pages 447-458.
    6. Gillingham, Kenneth & Newell, Richard G. & Pizer, William A., 2008. "Modeling endogenous technological change for climate policy analysis," Energy Economics, Elsevier, vol. 30(6), pages 2734-2753, November.
    7. Cantore, Nicola & Padilla, Emilio, 2010. "Equality and CO2 emissions distribution in climate change integrated assessment modelling," Energy, Elsevier, vol. 35(1), pages 298-313.
    8. Valentina Bosetti, Carlo Carraro and Marzio Galeotti, 2006. "The Dynamics of Carbon and Energy Intensity in a Model of Endogenous Technical Change," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 191-206.
    9. Niall Farrell & Seán Lyons, 2016. "Equity impacts of energy and climate policy: who is shouldering the burden?," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 5(5), pages 492-509, September.
    10. David Grover, 2012. "The �advancedness� of knowledge in pollutionsaving technological change with a qualitative application to SO2 cap and trade," GRI Working Papers 100, Grantham Research Institute on Climate Change and the Environment.
    11. Kim, Hansung & Lee, Hwarang & Koo, Yoonmo & Choi, Dong Gu, 2020. "Comparative analysis of iterative approaches for incorporating learning-by-doing into the energy system models," Energy, Elsevier, vol. 197(C).
    12. Barry Anderson & Emanuele Borgonovo & Marzio Galeotti & Roberto Roson, 2014. "Uncertainty in Climate Change Modeling: Can Global Sensitivity Analysis Be of Help?," Risk Analysis, John Wiley & Sons, vol. 34(2), pages 271-293, February.
    13. Eveline van Leeuwen & Peter Nijkamp & Piet Rietveld, 2009. "Climate Change: From Global Concern To Regional Challenge," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 3(2), pages 18-38, DECEMBER.
    14. Leeuwen, E.S. van & Nijkamp, P. & Rietveld, P., 2011. "Climate change: From global concern to regional challenge," Serie Research Memoranda 0018, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    15. Castelnuovo, Efrem & Galeotti, Marzio & Gambarelli, Gretel & Vergalli, Sergio, 2005. "Learning-by-Doing vs. Learning by Researching in a model of climate change policy analysis," Ecological Economics, Elsevier, vol. 54(2-3), pages 261-276, August.
    16. Grover, David, 2013. "The ‘advancedness’ of knowledge in pollution-saving technological change with a qualitative application to SO2 cap and trade," Ecological Economics, Elsevier, vol. 89(C), pages 123-134.
    17. 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.
    18. Berglund, Christer & Soderholm, Patrik, 2006. "Modeling technical change in energy system analysis: analyzing the introduction of learning-by-doing in bottom-up energy models," Energy Policy, Elsevier, vol. 34(12), pages 1344-1356, August.
    19. Martin Stuermer & Maxwell Fleming & Ian Lange & Sayeh Shojaeinia, 2023. "Growth and Resources in Space: Pushing the Final Frontier?," Working Papers 2023-02, Colorado School of Mines, Division of Economics and Business.
    20. Sylvie Geisendorf, 2016. "The impact of personal beliefs on climate change: the “battle of perspectives” revisited," Journal of Evolutionary Economics, Springer, vol. 26(3), pages 551-580, July.
    21. Shunli Wang & Henri L.F. de Groot & Peter Nijkamp & Erik T. Verhoef, 2009. "Global and Regional Impacts of the Clean Development Mechanism," Tinbergen Institute Discussion Papers 09-045/3, Tinbergen Institute.
    22. Sansi Yang & C. Richard Shumway, 2020. "Knowledge accumulation in US agriculture: research and learning by doing," Journal of Productivity Analysis, Springer, vol. 54(2), pages 87-105, December.
    23. Marzio Galeotti & Carlo Carraro, 2004. "Does Endogenous Technical Change Make a Difference in Climate Policy Analysis? A Robustness Exercise with the FEEM-RICE Model," Working Papers 2004.152, Fondazione Eni Enrico Mattei.
    24. Martin Junginger & Wilfried van Sark & André Faaij (ed.), 2010. "Technological Learning in the Energy Sector," Books, Edward Elgar Publishing, number 13741.
    25. Kahouli-Brahmi, Sondes, 2008. "Technological learning in energy-environment-economy modelling: A survey," Energy Policy, Elsevier, vol. 36(1), pages 138-162, January.

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    More about this item

    Keywords

    Climate Policy; Environmental Modeling; Integrated Assessment; Technical Change;
    All these keywords.

    JEL classification:

    • H0 - Public Economics - - General
    • H2 - Public Economics - - Taxation, Subsidies, and Revenue
    • H3 - Public Economics - - Fiscal Policies and Behavior of Economic Agents

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