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Interfuel Substitution: A Meta-Analysis

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  • David I. Stern

Abstract

Interfuel substitutability has been of longstanding interest to the energy economics and policy community. However, no quantitative meta-analysis has yet been carried out of this literature. This paper fills this gap by analyzing a broad sample of studies of interfuel substitution in the industrial sector, manufacturing industry or subindustries, or macro-economy of a variety of both developed and developing economies. Publication bias is controlled for by including the primary study sample size in the meta-regression. Results for the shadow elasticities of substitution between coal, oil, gas, and electricity for forty-six primary studies show that at the level of the industrial sector there are easy substitution possibilities between all the fuel pairs with the exception of gas-electricity and coal-electricity. Substitution possibilities seem more constrained at the macro level and less constrained in sub-industries. Estimates also vary across countries and there seems to be less substitutability in more developed economies. Publication bias does not seem to be present, but model and data specification issues very significantly affect the estimates derived by each individual study. Estimates from cross-section regressions are generally largest, fixed effects panel estimates intermediate in magnitude, and time-series estimates are mostly much smaller. Econometric research suggests that the fixed effects estimates are likely the best among the existing studies, though biased downwards.

Suggested Citation

  • David I. Stern, 2009. "Interfuel Substitution: A Meta-Analysis," Departmental Working Papers 2009-06, The Australian National University, Arndt-Corden Department of Economics.
  • Handle: RePEc:pas:papers:2009-06
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    1. Rose Baker & Dan Jackson, 2006. "Using Journal Impact Factors to Correct for the Publication Bias of Medical Studies," Biometrics, The International Biometric Society, vol. 62(3), pages 785-792, September.
    2. Vlachou, A. S. & Samouilidis, E. J., 1986. "Interfuel substitution : Results from several sectors of the Greek economy," Energy Economics, Elsevier, vol. 8(1), pages 39-45, January.
    3. Truong, Truong P, 1985. "Inter-fuel and Inter-factor Substitution in NSW Manufacturing Industry," The Economic Record, The Economic Society of Australia, vol. 61(174), pages 644-653, September.
    4. Boys, Kathryn A. & Florax, Raymond J.G.M., 2007. "Meta-Regression Estimates for CGE Models: A Case Study for Input Substitution Elasticities in Production Agriculture," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon 9683, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    5. Kim, Bong Chin & Labys, Walter C., 1988. "Application of the translog model of energy substitution to developing countries : The case of Korea," Energy Economics, Elsevier, vol. 10(4), pages 313-323, October.
    6. David Stern, 1994. "Accuracy of the translog function," Applied Economics Letters, Taylor & Francis Journals, vol. 1(10), pages 172-174.
    7. Claudio Morana, 2000. "Modelling Evolving Long‐run Relationships: An Application to the Italian Energy Market," Scottish Journal of Political Economy, Scottish Economic Society, vol. 47(1), pages 72-93, February.
    8. Ma, Hengyun & Oxley, Les & Gibson, John & Kim, Bonggeun, 2008. "China's energy economy: Technical change, factor demand and interfactor/interfuel substitution," Energy Economics, Elsevier, vol. 30(5), pages 2167-2183, September.
    9. Patricia Renou-Maissant, 1999. "Interfuel Competition in the Industrial Sector of Seven OECD Countries," Post-Print hal-02562575, HAL.
    10. 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.
    11. Uri, Noel D., 1982. "Energy demand and interfuel substitution in the United Kingdom," Socio-Economic Planning Sciences, Elsevier, vol. 16(4), pages 157-162.
    12. Chambers,Robert G., 1988. "Applied Production Analysis," Cambridge Books, Cambridge University Press, number 9780521314275.
    13. Hall, V. B., 1983. "Industrial sector interfuel substitution following the first major oil shock," Economics Letters, Elsevier, vol. 12(3-4), pages 377-382.
    14. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    15. Christopoulos, Dimitris K., 2000. "The demand for energy in Greek manufacturing," Energy Economics, Elsevier, vol. 22(5), pages 569-586, October.
    16. Agostini, Paola & Botteon, Michele & Carraro, Carlo, 1992. "A carbon tax to reduce CO2 emissions in Europe," Energy Economics, Elsevier, vol. 14(4), pages 279-290, October.
    17. Bousquet, Alain & Ladoux, Norbert, 2006. "Flexible versus designated technologies and interfuel substitution," Energy Economics, Elsevier, vol. 28(4), pages 426-443, July.
    18. Pindyck, Robert S, 1979. "Interfuel Substitution and the Industrial Demand for Energy: An International Comparison," The Review of Economics and Statistics, MIT Press, vol. 61(2), pages 169-179, May.
    19. Mahmud, Syed F., 2000. "The energy demand in the manufacturing sector of Pakistan: some further results," Energy Economics, Elsevier, vol. 22(6), pages 641-648, December.
    20. Olivier de La Grandville & Rainer Klump, 2000. "Economic Growth and the Elasticity of Substitution: Two Theorems and Some Suggestions," American Economic Review, American Economic Association, vol. 90(1), pages 282-291, March.
    21. Hang, Leiming & Tu, Meizeng, 2007. "The impacts of energy prices on energy intensity: Evidence from China," Energy Policy, Elsevier, vol. 35(5), pages 2978-2988, May.
    22. Serletis, Apostolos & Shahmoradi, Asghar, 2008. "Semi-nonparametric estimates of interfuel substitution in U.S. energy demand," Energy Economics, Elsevier, vol. 30(5), pages 2123-2133, September.
    23. Perkins, F. C., 1994. "A dynamic analysis of Japanese energy policies : Their impact on fuel switching and conservation," Energy Policy, Elsevier, vol. 22(7), pages 595-607, July.
    24. Lakshmanan, T. R. & Anderson, W. & Jourabchi, M., 1984. "Regional dimensions of factor and fuel substitution in U.S. manufacturing," Regional Science and Urban Economics, Elsevier, vol. 14(3), pages 381-398, August.
    25. Daniel McFadden, 1963. "Constant Elasticity of Substitution Production Functions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 30(2), pages 73-83.
    26. Suthep Buranakunaporn & Edward Oczkowski, 2007. "A dynamic econometric model of Thailand manufacturing energy demand," Applied Economics, Taylor & Francis Journals, vol. 39(17), pages 2261-2267.
    27. Magnus, J.R. & Woodland, A.D., 1987. "Inter-fuel substitution in Dutch manufacturing," Other publications TiSEM ac70331b-1a1e-465e-9ccc-8, Tilburg University, School of Economics and Management.
    28. Floros, Nikolaos & Vlachou, Andriana, 2005. "Energy demand and energy-related CO2 emissions in Greek manufacturing: Assessing the impact of a carbon tax," Energy Economics, Elsevier, vol. 27(3), pages 387-413, May.
    29. Mohamed Nagy Eltony, 2008. "Estimating energy price elasticities for the non-oil manufacturing industries in Kuwait," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 32(2), pages 184-195, June.
    30. Fuss, Melvyn A., 1977. "The demand for energy in Canadian manufacturing : An example of the estimation of production structures with many inputs," Journal of Econometrics, Elsevier, vol. 5(1), pages 89-116, January.
    31. Robert N. Horn, 1988. "Analysis," Challenge, Taylor & Francis Journals, vol. 31(4), pages 56-58, July.
    32. Fisher-Vanden, Karen & Jefferson, Gary H. & Liu, Hongmei & Tao, Quan, 2004. "What is driving China's decline in energy intensity?," Resource and Energy Economics, Elsevier, vol. 26(1), pages 77-97, March.
    33. Bacon, Robert, 1992. "Measuring the possibilities of interfuel substitution," Policy Research Working Paper Series 1031, The World Bank.
    34. Turnovsky, Michelle & Folie, Michael & Ulph, Alistair, 1982. "Factor Substitutability in Australian Manufacturing with Emphasis on Energy Inputs," The Economic Record, The Economic Society of Australia, vol. 58(160), pages 61-72, March.
    35. Uri, Noel D., 1979. "Energy demand and interfuel substitution in India," European Economic Review, Elsevier, vol. 12(2), pages 181-190, April.
    36. Dean C. Mountain & Bill P. Stipdonk & Cathy J. Warren, 1989. "Technological Innovation and a Changing Energy Mix - A Parametric and Flexible Approach to Modeling Ontario Manufacturing," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 139-158.
    37. Stern, David I., 2008. "Derivation of the Hicks Elasticity of Substitution from the Input Distance Function," MPRA Paper 12414, University Library of Munich, Germany.
    38. Borges, Antonio M. & Pereira, Alfredo M., 1992. "Energy demand in Portuguese manufacturing: A two-stage model," Energy, Elsevier, vol. 17(1), pages 61-77.
    39. Considine, Timothy J., 1989. "Separability, functional form and regulatory policy in models of interfuel substitution," Energy Economics, Elsevier, vol. 11(2), pages 82-94, April.
    40. Stern, David I., 1997. "Limits to substitution and irreversibility in production and consumption: A neoclassical interpretation of ecological economics," Ecological Economics, Elsevier, vol. 21(3), pages 197-215, June.
    41. Renou-Maissant, Patricia, 1999. "Interfuel competition in the industrial sector of seven OECD countries," Energy Policy, Elsevier, vol. 27(2), pages 99-110, February.
    42. Peter Broer, 2004. "The Elasticities of Complementarity and Substitution," Tinbergen Institute Discussion Papers 04-101/1, Tinbergen Institute.
    43. Urga, Giovanni, 1999. "An application of dynamic specifications of factor demand equations to interfuel substitution in US industrial energy demand," Economic Modelling, Elsevier, vol. 16(4), pages 503-513, December.
    44. 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.
    45. Jon Nelson & Peter Kennedy, 2009. "The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 42(3), pages 345-377, March.
    46. Cho, Won G. & Nam, Kiseok & Pagan, Jose A., 2004. "Economic growth and interfactor/interfuel substitution in Korea," Energy Economics, Elsevier, vol. 26(1), pages 31-50, January.
    47. Mountain, D. & Hsiao, C., 1988. "A Combined Structural And Flexible Functional Approach For Modeling Energy Substitution," Papers m8815, Southern California - Department of Economics.
    48. Apostolakis, Bobby E., 1990. "Interfuel and energy-capital complementarity in manufacturing industries," Applied Energy, Elsevier, vol. 35(2), pages 83-107.
    49. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer.
    50. Jones, Clifton T, 1995. "A Dynamic Analysis of Interfuel Substitution in U.S. Industrial Energy Demand," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(4), pages 459-465, October.
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    More about this item

    Keywords

    Meta-analysis; energy; substitution; elasticity; interfuel;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

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