IDEAS home Printed from https://ideas.repec.org/p/stl/stledp/2010-18.html
   My bibliography  Save this paper

An investigation of issues relating to where energy should enter the production function

Author

Listed:
  • Lecca, Patrizio
  • Swales, J Kim
  • Turner, Karen

Abstract

This paper examines the impact of imposing different separability assumptions in the specifications of the standard hierarchical KLEM production function in a computable general equilibrium (CGE) model. The appropriate means of introducing energy to sectoral production functions in CGE models has been a source of debate for a number of years. However, while modellers often subject their model results to sensitivy analysis with respect to the values associated with elasticities of substitution between inputs, it is rarely the case that the structure of the production function is subjected to testing. However, the chosen structure reflects the modeller's view about elasticity between different inputs and will have implications for model results wherever there are changes in relative prices. We illustrate our argument by introducing a simple demand shock to a CGE model of the Scottish economy (targetted at the energy supply sector) under different assumptions regarding the structure of the KLEM production function and separability assumptions therein. Specifically, we conduct both systematic and random parameter variation within alternative KLEM production structures, examining the impacts on a number of model outputs, though with primary focus on energy use in production. We find that if energy is introduced to the value-added rather than intermediates nest there is greater variation in energy use in production in response to the demand disturbance.

Suggested Citation

  • Lecca, Patrizio & Swales, J Kim & Turner, Karen, 2010. "An investigation of issues relating to where energy should enter the production function," Stirling Economics Discussion Papers 2010-18, University of Stirling, Division of Economics.
  • Handle: RePEc:stl:stledp:2010-18
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/1893/3134
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Layard, Richard & Nickell, Stephen & Jackman, Richard, 2005. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780199279173.
    2. Hanley, Nick D. & McGregor, Peter G. & Swales, J. Kim & Turner, Karen, 2006. "The impact of a stimulus to energy efficiency on the economy and the environment: A regional computable general equilibrium analysis," Renewable Energy, Elsevier, vol. 31(2), pages 161-171.
    3. Griffin, James M & Gregory, Paul R, 1976. "An Intercountry Translog Model of Energy Substitution Responses," American Economic Review, American Economic Association, vol. 66(5), pages 845-857, December.
    4. Turner, Karen, 2009. "Negative rebound and disinvestment effects in response to an improvement in energy efficiency in the UK economy," Energy Economics, Elsevier, vol. 31(5), pages 648-666, September.
    5. Berndt, Ernst R & Wood, David O, 1979. "Engineering and Econometric Interpretations of Energy-Capital Complementarity," American Economic Review, American Economic Association, vol. 69(3), pages 342-354, June.
    6. Hanley, Nick & McGregor, Peter G. & Swales, J. Kim & Turner, Karen, 2009. "Do increases in energy efficiency improve environmental quality and sustainability?," Ecological Economics, Elsevier, vol. 68(3), pages 692-709, January.
    7. Mark D. Partridge & Dan S. Rickman, 1998. "Regional Computable General Equilibrium Modeling: A Survey and Critical Appraisal," International Regional Science Review, , vol. 21(3), pages 205-248, December.
    8. Kemfert, Claudia, 1998. "Estimated substitution elasticities of a nested CES production function approach for Germany," Energy Economics, Elsevier, vol. 20(3), pages 249-264, June.
    9. Glomsrod, Solveig & Taoyuan, Wei, 2005. "Coal cleaning: a viable strategy for reduced carbon emissions and improved environment in China?," Energy Policy, Elsevier, vol. 33(4), pages 525-542, March.
    10. John Beghin & David Roland-Holts & Dominique van der Mensbrugghe, 1995. "Trade Liberalization and the Environment in the Pacific Basin: Coordinated Approaches to Mexican Trade and Environment Policy," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(3), pages 778-785.
    11. Chang, Kuo-Ping, 1994. "Capital-energy substitution and the multi-level CES production function," Energy Economics, Elsevier, vol. 16(1), pages 22-26, January.
    12. Bergman, Lars, 1990. "Energy and environmental constraints on growth: A CGE modeling approach," Journal of Policy Modeling, Elsevier, vol. 12(4), pages 671-691.
    13. Grepperud, Sverre & Rasmussen, Ingeborg, 2004. "A general equilibrium assessment of rebound effects," Energy Economics, Elsevier, vol. 26(2), pages 261-282, March.
    14. Bohringer, Christoph & Rutherford, Thomas F., 1997. "Carbon Taxes with Exemptions in an Open Economy: A General Equilibrium Analysis of the German Tax Initiative," Journal of Environmental Economics and Management, Elsevier, vol. 32(2), pages 189-203, February.
    15. Naqvi, Farzana, 1998. "A computable general equilibrium model of energy, economy and equity interactions in Pakistan," Energy Economics, Elsevier, vol. 20(4), pages 347-373, September.
    16. Solow, John L, 1987. "The Capital-Energy Complementarity Debate Revisited," American Economic Review, American Economic Association, vol. 77(4), pages 605-614, September.
    17. Zhongxiang Zhang, 1998. "Macro-economic and Sectoral Effects of Carbon Taxes: A General Equilibrium Analysis for China," Economic Systems Research, Taylor & Francis Journals, vol. 10(2), pages 135-159.
    18. Kamat, Rajnish & Rose, Adam & Abler, David, 1999. "The impact of a carbon tax on the Susquehanna River Basin economy," Energy Economics, Elsevier, vol. 21(4), pages 363-384, August.
    19. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    20. Louis Beuuséjour & Gordon Lenjosek & Michael Smart, 1995. "A CGE Approach to Modelling Carbon Dioxide Emissions Control in Canada and the United States," The World Economy, Wiley Blackwell, vol. 18(3), pages 457-488, May.
    21. Harrigan, Frank & McGregor, Peter G. & Dourmashkin, Neil & Perman, Roger & Swales, Kim & Yin, Ya Ping, 1991. "AMOS : A macro-micro model of Scotland," Economic Modelling, Elsevier, vol. 8(4), pages 424-479, October.
    22. Wissema, Wiepke & Dellink, Rob, 2007. "AGE analysis of the impact of a carbon energy tax on the Irish economy," Ecological Economics, Elsevier, vol. 61(4), pages 671-683, March.
    23. Perroni, Carlo & Rutherford, Thomas F., 1995. "Regular flexibility of nested CES functions," European Economic Review, Elsevier, vol. 39(2), pages 335-343, February.
    24. Kuper, Gerard H. & van Soest, Daan P., 2003. "Path-dependency and input substitution: implications for energy policy modelling," Energy Economics, Elsevier, vol. 25(4), pages 397-407, July.
    25. Learmonth, D. & McGregor, P.G. & Swales, J.K. & Turner, K.R. & Yin, Y.P., 2007. "The importance of the regional/local dimension of sustainable development: An illustrative Computable General Equilibrium analysis of the Jersey economy," Economic Modelling, Elsevier, vol. 24(1), pages 15-41, January.
    26. Kemfert, Claudia & Welsch, Heinz, 2000. "Energy-Capital-Labor Substitution and the Economic Effects of CO2 Abatement: Evidence for Germany," Journal of Policy Modeling, Elsevier, vol. 22(6), pages 641-660, November.
    27. Morrison, C. J. & Berndt, E. R., 1981. "Short-run labor productivity in a dynamic model," Journal of Econometrics, Elsevier, vol. 16(3), pages 339-365, August.
    28. van der Werf, Edwin, 2008. "Production functions for climate policy modeling: An empirical analysis," Energy Economics, Elsevier, vol. 30(6), pages 2964-2979, November.
    29. Bergman, Lars, 1988. "Energy Policy Modeling: A survey of general equilibrium approaches," Journal of Policy Modeling, Elsevier, vol. 10(3), pages 377-399.
    30. Gunter Stephan & Renger van Nieuwkoop & Thomas Wiedmer, 1992. "Social Incidence and Economic Costs of Carbon Limits - A Computable General Equilibrium Analysis for Switzerland," Diskussionsschriften dp9201, Universitaet Bern, Departement Volkswirtschaft.
    31. Allan, Grant & Hanley, Nick & McGregor, Peter & Swales, Kim & Turner, Karen, 2007. "The impact of increased efficiency in the industrial use of energy: A computable general equilibrium analysis for the United Kingdom," Energy Economics, Elsevier, vol. 29(4), pages 779-798, July.
    32. Berndt, Ernst R & Wood, David O, 1975. "Technology, Prices, and the Derived Demand for Energy," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 259-268, August.
    33. Turner, Karen, 2008. "A computable general equilibrium analysis of the relative price sensitivity required to induce rebound effects in response to an improvement in energy efficiency in the UK economy," SIRE Discussion Papers 2008-20, Scottish Institute for Research in Economics (SIRE).
    34. Pindyck, Robert S & Rotemberg, Julio J, 1983. "Dynamic Factor Demands and the Effects of Energy Price Shocks," American Economic Review, American Economic Association, vol. 73(5), pages 1066-1079, December.
    35. Despotakis, Kostas A. & Fisher, Anthony C., 1988. "Energy in a regional economy: A computable general equilibrium model for california," Journal of Environmental Economics and Management, Elsevier, vol. 15(3), pages 313-330, September.
    36. Thomas W. Hertel & Timothy D. Mount, 1985. "The Pricing of Natural Resources in a Regional Economy," Land Economics, University of Wisconsin Press, vol. 64(3), pages 229-243.
    37. Lee C. Adkins & Dan S. Rickman & Abid Hameed, 2003. "Bayesian Estimation of Regional Production for CGE Modeling," Journal of Regional Science, Wiley Blackwell, vol. 43(4), pages 641-661, November.
    38. Anson, Sam & Turner, Karen, 2009. "Rebound and disinvestment effects in refined oil consumption and supply resulting from an increase in energy efficiency in the Scottish commercial transport sector," Energy Policy, Elsevier, vol. 37(9), pages 3608-3620, September.
    39. Prywes, Menahem, 1986. "A nested CES approach to capital-energy substitution," Energy Economics, Elsevier, vol. 8(1), pages 22-28, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Turner, Karen, 2009. "Negative rebound and disinvestment effects in response to an improvement in energy efficiency in the UK economy," Energy Economics, Elsevier, vol. 31(5), pages 648-666, September.
    2. Janine De Fence & Nick Hanley & Karen Turner, 2009. "Do Productivity Improvements Move Us Along the Environmental Kuznets Curve?," Working Papers 0908, University of Strathclyde Business School, Department of Economics.
    3. Turner, Karen, 2008. "A computable general equilibrium analysis of the relative price sensitivity required to induce rebound effects in response to an improvement in energy efficiency in the UK economy," SIRE Discussion Papers 2008-20, Scottish Institute for Research in Economics (SIRE).
    4. Turner, Karen & Hanley, Nick, 2011. "Energy efficiency, rebound effects and the environmental Kuznets Curve," Energy Economics, Elsevier, vol. 33(5), pages 709-720, September.
    5. Anson, Sam & Turner, Karen, 2009. "Rebound and disinvestment effects in refined oil consumption and supply resulting from an increase in energy efficiency in the Scottish commercial transport sector," Energy Policy, Elsevier, vol. 37(9), pages 3608-3620, September.
    6. Karen Turner & Michelle Gilmartin & Peter G. McGregor & J. Kim Swales, 2012. "An integrated IO and CGE approach to analysing changes in environmental trade balances," Papers in Regional Science, Wiley Blackwell, vol. 91(1), pages 161-180, March.
    7. Ha, Soo Jung & Lange, Ian & Lecca, Patrizio & Turner, Karen, 2012. "Econometric estimation of nested production functions and testing in a computable general equilibrium analysis of economy-wide rebound effec ts," Stirling Economics Discussion Papers 2012-08, University of Stirling, Division of Economics.
    8. Steve Sorrell, 2014. "Energy Substitution, Technical Change and Rebound Effects," Energies, MDPI, Open Access Journal, vol. 7(5), pages 1-24, April.
    9. G. Mandras & G. Garau, 2015. "Economy-wide rebound effects from an increase in efficiency in the use of energy: the Italian case," Working Paper CRENoS 201520, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    10. Lagomarsino, Elena, 2020. "Estimating elasticities of substitution with nested CES production functions: Where do we stand?," Energy Economics, Elsevier, vol. 88(C).
    11. Ansona, Sam & Turner, Karen, 2009. "Rebound and disinvestment effects in oil consumption and supply resulting from an increase in energy efficiency in the Scottish commercial transport sector," SIRE Discussion Papers 2009-05, Scottish Institute for Research in Economics (SIRE).
    12. Turner, Karen & Munday, Max & McGregor, Peter & Swales, Kim, 2012. "How responsible is a region for its carbon emissions? An empirical general equilibrium analysis," Ecological Economics, Elsevier, vol. 76(C), pages 70-78.
    13. Yazid Dissou & Lilia Karnizova & Qian Sun, 2015. "Industry-level Econometric Estimates of Energy-Capital-Labor Substitution with a Nested CES Production Function," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 43(1), pages 107-121, March.
    14. Mahmood, Arshad & Marpaung, Charles O.P., 2014. "Carbon pricing and energy efficiency improvement -- why to miss the interaction for developing economies? An illustrative CGE based application to the Pakistan case," Energy Policy, Elsevier, vol. 67(C), pages 87-103.
    15. Koetse, Mark J. & de Groot, Henri L.F. & Florax, Raymond J.G.M., 2008. "Capital-energy substitution and shifts in factor demand: A meta-analysis," Energy Economics, Elsevier, vol. 30(5), pages 2236-2251, September.
    16. Gioele Figus & Patrizio Lecca & Karen Turner & Peter McGregor, 2016. "Increased energy efficiency in Scottish households: trading-off economic benefits and energy rebound effects?," EcoMod2016 9454, EcoMod.
    17. Gioele Figus & Patrizio Lecca & Peter McGregor & Karen Turner, 2017. "Energy efficiency as an instrument of regional development policy? Trading-off the benefits of an economic stimulus and energy rebound effects," Working Papers 1702, University of Strathclyde Business School, Department of Economics.
    18. Bataille, Chris & Melton, Noel, 2017. "Energy efficiency and economic growth: A retrospective CGE analysis for Canada from 2002 to 2012," Energy Economics, Elsevier, vol. 64(C), pages 118-130.
    19. Turner, Karen & Gilmartin, Michelle & McGregor, Peter G. & Swales, J. Kim, 2009. "The added value from adopting a CGE approach to analyse changes in environmental trade balances," SIRE Discussion Papers 2009-13, Scottish Institute for Research in Economics (SIRE).
    20. He, Yongda & Lin, Boqiang, 2019. "Heterogeneity and asymmetric effects in energy resources allocation of the manufacturing sectors in China," Energy, Elsevier, vol. 170(C), pages 1019-1035.

    More about this item

    Keywords

    general equilibrium; KLEM production function; separability assumption s;
    All these keywords.

    JEL classification:

    • C68 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computable General Equilibrium Models
    • D57 - Microeconomics - - General Equilibrium and Disequilibrium - - - Input-Output Tables and Analysis
    • D58 - Microeconomics - - General Equilibrium and Disequilibrium - - - Computable and Other Applied General Equilibrium Models
    • R15 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Econometric and Input-Output Models; Other Methods
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:stl:stledp:2010-18. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/destiuk.html .

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Liam Delaney The email address of this maintainer does not seem to be valid anymore. Please ask Liam Delaney to update the entry or send us the correct address (email available below). General contact details of provider: https://edirc.repec.org/data/destiuk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.