IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v30y2008i5p2236-2251.html
   My bibliography  Save this article

Capital-energy substitution and shifts in factor demand: A meta-analysis

Author

Listed:
  • Koetse, Mark J.
  • de Groot, Henri L.F.
  • Florax, Raymond J.G.M.

Abstract

This paper presents a meta-analysis of capital-energy substitution elasticities. We distinguish between Morishima elasticities, which measure technological substitution potential, and cross-price elasticities, which measure actual percentage changes in capital demand in response to energy price changes. We estimate a meta-regression model with separate coefficients for the two elasticity samples. The results show that the heterogeneity in both the cross-price and Morishima elasticity samples can to a large extent be explained by study differences in, among others, model specification, data characteristics, region and time period. Controlling for potential sources of misspecification and aggregation bias we subsequently calculate short- and long-run elasticities for different regions and time periods. The resulting elasticities show that technological substitution potential is large, especially in the long run for North America. Despite substantial differences across regions and time periods, the estimated cross-price elasticities suggest capital-energy substitutability without exception.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:eneeco:v:30:y:2008:i:5:p:2236-2251
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140-9883(07)00082-5
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Mahmood Moghimzadeh & Kern O. Kymn, 1986. "Cost Shares, Own, and Cross-Price Elasticities in U.S. Manufacturing with Disaggregated Energy Inputs," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 65-80.
    2. V. Smith & Ju Huang, 1993. "Hedonic models and air pollution: Twenty-five years and counting," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 3(4), pages 381-394, August.
    3. Andrew K. Rose & T. D. Stanley, 2005. "A Meta‐Analysis of the Effect of Common Currencies on International Trade," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 347-365, July.
    4. Blackorby, Charles & Russell, R Robert, 1989. "Will the Real Elasticity of Substitution Please Stand Up? (A Comparison of the Allen/Uzawa and Morishima Elasticities)," American Economic Review, American Economic Association, vol. 79(4), pages 882-888, September.
    5. Kuo S. Huang, 1991. "Factor Demands in the U.S. Food-Manufacturing Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 615-620.
    6. Rushdi, Ali Ahmed, 1991. "Economies of scale and factor substitution in electricity supply industry : A case study of south Australia," Energy Economics, Elsevier, vol. 13(3), pages 219-229, July.
    7. Caloghirou, Yannis D. & Mourelatos, Alexi G. & Thompson, Henry, 1997. "Industrial energy substitution during the 1980s in the Greek economy," Energy Economics, Elsevier, vol. 19(4), pages 476-491, October.
    8. 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.
    9. 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.
    10. Christopoulos, Dimitris K., 2000. "The demand for energy in Greek manufacturing," Energy Economics, Elsevier, vol. 22(5), pages 569-586, October.
    11. Griffin, James M, 1981. "Engineering and Econometric Interpretations of Energy-Capital Complementarity: Comment," American Economic Review, American Economic Association, vol. 71(5), pages 1100-1104, December.
    12. repec:bla:scandj:v:88:y:1986:i:3:p:529-46 is not listed on IDEAS
    13. 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.
    14. Brox, J.A. & fader, C.A., 1996. "Public Infrastructure, Regional efficiency, and Factor Substitutiability in Atlatic Canada Manufacturing," Working Papers 9602, University of Waterloo, Department of Economics.
    15. Thompson, Henry, 2006. "The applied theory of energy substitution in production," Energy Economics, Elsevier, vol. 28(4), pages 410-425, July.
    16. 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.
    17. Chang, Kuo-Ping, 1994. "Capital-energy substitution and the multi-level CES production function," Energy Economics, Elsevier, vol. 16(1), pages 22-26, January.
    18. Gasper A. Garofalo & Devinder M. Malhotra, 1988. "Aggregation of Capital and Its Substitution with Energy," Eastern Economic Journal, Eastern Economic Association, vol. 14(3), pages 251-262, Jul-Sep.
    19. Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999. "A review of estimates of the schooling/earnings relationship, with tests for publication bias," Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
    20. Chennat Gopalakrishnan, 1987. "Energy-Nonenergy Input Substitution in Western U.S. Agriculture: Some Findings," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 133-145.
    21. Goldstein, Harvey & Rasbash, Jon, 1992. "Efficient computational procedures for the estimation of parameters in multilevel models based on iterative generalised least squares," Computational Statistics & Data Analysis, Elsevier, vol. 13(1), pages 63-71, January.
    22. Smith, V Kerry & Huang, Ju-Chin, 1995. "Can Markets Value Air Quality? A Meta-analysis of Hedonic Property Value Models," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 209-227, February.
    23. McRae, Robert N. & Webster, Alan R., 1982. "The robustness of a translog model to describe regional energy demand by Canadian manufacturing industries," Resources and Energy, Elsevier, vol. 4(1), pages 1-25, March.
    24. R. Robert Russell, 1975. "Functional Separability and Partial Elasticities of Substitution," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 42(1), pages 79-85.
    25. Berndt, Ernst R & Wood, David O, 1981. "Engineering and Econometric Interpretations of Energy-Capital Complementarity: Reply and Further Results," American Economic Review, American Economic Association, vol. 71(5), pages 1105-1110, December.
    26. Espey, Molly, 1998. "Gasoline demand revisited: an international meta-analysis of elasticities," Energy Economics, Elsevier, vol. 20(3), pages 273-295, June.
    27. repec:bla:scandj:v:91:y:1989:i:4:p:705-21 is not listed on IDEAS
    28. Card, David & Krueger, Alan B, 1995. "Time-Series Minimum-Wage Studies: A Meta-analysis," American Economic Review, American Economic Association, vol. 85(2), pages 238-243, May.
    29. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
    30. Delorme, Francois & Lester, John, 1990. "The Structure of Production in Ten Canadian Industries," Empirical Economics, Springer, vol. 15(4), pages 315-346.
    31. repec:bla:ecorec:v:58:y:1982:i:160:p:61-72 is not listed on IDEAS
    32. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
    33. Koebel, Bertrand M. & Falk, Martin, 1999. "Curvature conditions and substitution pattern among capital, energy, materials and heterogeneous labour," ZEW Discussion Papers 99-06, ZEW - Leibniz Centre for European Economic Research.
    34. Debertin, David L. & Pagoulatos, Angelos & Aoun, Abdessalem, 1990. "Impacts of technological change on factor substitution between energy and other inputs within US agriculture, 1950-79," Energy Economics, Elsevier, vol. 12(1), pages 2-10, January.
    35. 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.
    36. Borges, Antonio M. & Pereira, Alfredo M., 1992. "Energy demand in Portuguese manufacturing: A two-stage model," Energy, Elsevier, vol. 17(1), pages 61-77.
    37. repec:fth:prinin:425 is not listed on IDEAS
    38. Medina, J. & Vega-Cervera, J. A., 2001. "Energy and the non-energy inputs substitution: evidence for Italy, Portugal and Spain," Applied Energy, Elsevier, vol. 68(2), pages 203-214, February.
    39. Hanoch, Giora, 1975. "Production and Demand Models with Direct or Indirect Implicit Additivity," Econometrica, Econometric Society, vol. 43(3), pages 395-419, May.
    40. Abay Mulatu & Reyer Gerlagh & Dan Rigby & Ada Wossink, 2009. "Environmental Regulation and Industry Location," Working Papers 2009.2, Fondazione Eni Enrico Mattei.
    41. 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.
    42. Chichilnisky, Graciela & Heal, Geoffrey, 1993. "Energy-Capital Substitution: A General Equilibrium Analysis," MPRA Paper 8329, University Library of Munich, Germany.
    43. repec:bla:scandj:v:85:y:1983:i:1:p:37-51 is not listed on IDEAS
    44. Rao, P S & Preston, R S, 1984. "Inter-factor Substitution, Economies of Scale and Technical Change: Evidence from Canadian Industries," Empirical Economics, Springer, vol. 9(2), pages 87-111.
    45. Michelle Turnovsk & Michael Folie & Alistair Ulph, 1982. "Factor Substitutability in Australian Manufacturing with Emphasis on Energy Inputs," The Economic Record, The Economic Society of Australia, vol. 58(1), pages 61-72, March.
    46. Geoffrey Heal (ed.), 1993. "The Economics of Exhaustible Resources," Books, Edward Elgar Publishing, number 554.
    47. Diewert, W E, 1971. "An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 481-507, May-June.
    48. Hirofumi Uzawa, 1962. "Production Functions with Constant Elasticities of Substitution," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 29(4), pages 291-299.
    49. Stephen B. Jarrell & T. D. Stanley, 1990. "A Meta-Analysis of the Union-Nonunion Wage Gap," ILR Review, Cornell University, ILR School, vol. 44(1), pages 54-67, October.
    50. Turnovsky, Michelle H L & Donnelly, William A, 1984. "Energy Substitution, Separability, and Technical Progress in the Australian Iron and Steel Industry," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(1), pages 54-63, January.
    51. Ilmakunnas, Pekka & Törmä, Hannu, 1989. "Structural Change of Factor Substitution in Finnish Manufacturing," Discussion Papers 281, The Research Institute of the Finnish Economy.
    52. Christopoulos, Dimitris K. & Tsionas, Efthymios G., 2002. "Allocative inefficiency and the capital-energy controversy," Energy Economics, Elsevier, vol. 24(4), pages 305-318, July.
    53. Prywes, Menahem, 1986. "A nested CES approach to capital-energy substitution," Energy Economics, Elsevier, vol. 8(1), pages 22-28, January.
    54. 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.
    55. V. Eldon Ball & Robert G. Chambers, 1982. "An Economic Analysis of Technology in the Meat Products Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(4), pages 699-709.
    56. Field, Barry C & Grebenstein, Charles, 1980. "Capital-Energy Substitution in U.S. Manufacturing," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 207-212, May.
    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. 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.
    2. Kim, Jihyo & Heo, Eunnyeong, 2013. "Asymmetric substitutability between energy and capital: Evidence from the manufacturing sectors in 10 OECD countries," Energy Economics, Elsevier, vol. 40(C), pages 81-89.
    3. Lagomarsino, Elena, 2020. "Estimating elasticities of substitution with nested CES production functions: Where do we stand?," Energy Economics, Elsevier, vol. 88(C).
    4. Elena Lagomarsino & Karen Turner, 2017. "Is the production function Translog or CES? An empirical illustration using UK data," Working Papers 1713, University of Strathclyde Business School, Department of Economics.
    5. Hepburn, Cameron & Teytelboym, Alexander & Cohen, Francois, 2018. "Is Natural Capital Really Substitutable?," INET Oxford Working Papers 2018-12, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    6. Lecca, Patrizio & Swales, Kim & Turner, Karen, 2011. "An investigation of issues relating to where energy should enter the production function," Economic Modelling, Elsevier, vol. 28(6), pages 2832-2841.
    7. Valeria Costantini & Francesco Crespi & Elena Paglialunga, 2019. "Capital–energy substitutability in manufacturing sectors: methodological and policy implications," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 9(2), pages 157-182, June.
    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. Ma, Hengyun & Oxley, Les & Gibson, John, 2009. "Substitution possibilities and determinants of energy intensity for China," Energy Policy, Elsevier, vol. 37(5), pages 1793-1804, May.
    10. Khalid, Waqar & Özdeşer, Hüseyin & Jalil, Abdul, 2021. "An empirical analysis of inter-factor and inter-fuel substitution in the energy sector of Pakistan," Renewable Energy, Elsevier, vol. 177(C), pages 953-966.
    11. Valeria Costantini & Elena Paglialunga, 2014. "Elasticity of substitution in capital-energy relationships: how central is a sector-based panel estimation approach?," SEEDS Working Papers 1314, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised May 2014.
    12. Lin, Boqiang & Xie, Chunping, 2014. "Energy substitution effect on transport industry of China-based on trans-log production function," Energy, Elsevier, vol. 67(C), pages 213-222.
    13. Anil Markandya & Suzette Pedroso-Galinato, 2007. "How substitutable is natural capital?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(1), pages 297-312, May.
    14. Frédéric Reynés, 2019. "The Cobb-Douglas function as a flexible function: A new perspective on homogeneous functions through the lens of output elasticities," SciencePo Working papers Main hal-03403639, HAL.
    15. Boqiang Lin & Kui Liu, 2017. "Energy Substitution Effect on China’s Heavy Industry: Perspectives of a Translog Production Function and Ridge Regression," Sustainability, MDPI, vol. 9(11), pages 1-15, October.
    16. Thompson, Henry, 2006. "The applied theory of energy substitution in production," Energy Economics, Elsevier, vol. 28(4), pages 410-425, July.
    17. Dargay, Joyce M., 1980. "The Demand for Energy in Swedish Manufacturing," Working Paper Series 33, Research Institute of Industrial Economics, revised Aug 1982.
    18. repec:hal:spmain:info:hdl:2441/62drs526639gbqbrni9v9kvsv5 is not listed on IDEAS
    19. David Clive Broadstock, 2010. "Non-linear technological progress and the substitutability of energy for capital: An application using the translog cost function," Economics Bulletin, AccessEcon, vol. 30(1), pages 84-93.
    20. Reynès, Frédéric, 2019. "The Cobb–Douglas function as a flexible function," Mathematical Social Sciences, Elsevier, vol. 97(C), pages 11-17.
    21. repec:spo:wpmain:info:hdl:2441/62drs526639gbqbrni9v9kvsv5 is not listed on IDEAS
    22. Bölük, Gülden & Koç, A. Ali, 2010. "Electricity demand of manufacturing sector in Turkey: A translog cost approach," Energy Economics, Elsevier, vol. 32(3), pages 609-615, May.

    More about this item

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D33 - Microeconomics - - Distribution - - - Factor Income Distribution
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

    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:eee:eneeco:v:30:y:2008:i:5:p:2236-2251. See general information about how to correct material in RePEc.

    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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.