IDEAS home Printed from https://ideas.repec.org/p/zbw/zewdip/12007.html
   My bibliography  Save this paper

Substitution elasticities in a CES production framework: An empirical analysis on the basis of non-linear least squares estimations

Author

Listed:
  • Koesler, Simon
  • Schymura, Michael

Abstract

Effectiveness, cost-efficiency and distribution issues are crucial for any form of future regulation. This results in the need for reliable instruments to assess regulations ex ante. Elasticities are key parameters for such instruments. We consistently estimate substitution elasticities for a three level nested CES KLEM production structure on the basis of non-linear least squares estimation procedures. Thereby we take advantage of the new World-Input-Output Database. This allows us for the first time to use one consistent dataset for the estimation process and gives us the opportunity to derive elasticities from the same data which researchers can use to calibrate their simulations. Our results show that compared to standard linear estimations using Kmenta approximations, non-linear estimation techniques perform significantly better. Moreover, during the time period we consider, no significant change in input substitutability takes place over time. Furthermore, we demonstrate that the common practice of using Cobb-Douglas or Leontief production functions in economic models must be rejected for the majority of sectors. In response to this result, we provide a comprehensive set of consistently estimated substitution elasticities covering 35 sectors.

Suggested Citation

  • Koesler, Simon & Schymura, Michael, 2012. "Substitution elasticities in a CES production framework: An empirical analysis on the basis of non-linear least squares estimations," ZEW Discussion Papers 12-007, ZEW - Leibniz Centre for European Economic Research.
  • Handle: RePEc:zbw:zewdip:12007
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/56008/1/688579450.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    2. Jacoby, Henry D. & Reilly, John M. & McFarland, James R. & Paltsev, Sergey, 2006. "Technology and technical change in the MIT EPPA model," Energy Economics, Elsevier, vol. 28(5-6), pages 610-631, November.
    3. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    4. Azusa OKAGAWA & Kanemi BAN, 2008. "Estimation of substitution elasticities for CGE models," Discussion Papers in Economics and Business 08-16, Osaka University, Graduate School of Economics.
    5. Browning, Martin & Hansen, Lars Peter & Heckman, James J., 1999. "Micro data and general equilibrium models," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 8, pages 543-633, Elsevier.
    6. Edward J. Balistreri & Christine A. McDaniel & Eina Vivian Wong, 2003. "An Estimation of U.S. Industry-Level Capital-Labor Substitution," Computational Economics 0303001, University Library of Munich, Germany.
    7. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    8. Thursby, Jerry G & Lovell, C A Knox, 1978. "An Investigation of the Kmenta Approximation to the CES Function," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 363-377, June.
    9. 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.
    10. McKitrick, Ross R., 1998. "The econometric critique of computable general equilibrium modeling: the role of functional forms," Economic Modelling, Elsevier, vol. 15(4), pages 543-573, October.
    11. Miguel A. León-Ledesma & Peter McAdam & Alpo Willman, 2010. "Identifying the Elasticity of Substitution with Biased Technical Change," American Economic Review, American Economic Association, vol. 100(4), pages 1330-1357, September.
    12. Dawkins, Christina & Srinivasan, T.N. & Whalley, John, 2001. "Calibration," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 58, pages 3653-3703, Elsevier.
    13. Böhringer, Christoph & Rutherford, Thomas Fox & Wiegard, Wolfgang, 2003. "Computable general equilibrium analysis: Opening a black box," ZEW Discussion Papers 03-56, ZEW - Leibniz Centre for European Economic Research.
    14. van der Werf, Edwin, 2008. "Production functions for climate policy modeling: An empirical analysis," Energy Economics, Elsevier, vol. 30(6), pages 2964-2979, November.
    15. K. Sato, 1967. "A Two-Level Constant-Elasticity-of-Substitution Production Function," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(2), pages 201-218.
    16. Arne Henningsen & Géraldine Henningsen, 2011. "Econometric Estimation of the “Constant Elasticity of Substitution" Function in R: Package micEconCES," IFRO Working Paper 2011/9, University of Copenhagen, Department of Food and Resource Economics.
    17. Balistreri, Edward J. & McDaniel, Christine A. & Wong, Eina Vivian, 2003. "An estimation of US industry-level capital-labor substitution elasticities: support for Cobb-Douglas," The North American Journal of Economics and Finance, Elsevier, vol. 14(3), pages 343-356, December.
    18. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hübler, Michael & Pothen, Frank, 2013. "The optimal tariff in the presence of trade-induced productivity gains," ZEW Discussion Papers 13-103, ZEW - Leibniz Centre for European Economic Research.
    2. Martin de Wit & Matthew Kuperus Heun & Douglas J Crookes, 2013. "An overview of salient factors, relationships and values to support integrated energy-economic systems dynamic modelling," Working Papers 02/2013, Stellenbosch University, Department of Economics.
    3. Koesler, Simon & Swales, Kim & Turner, Karen, 2014. "Beyond national economy-wide rebound effects: An applied general equilibrium analysis incorporating international spillover effects," ZEW Discussion Papers 14-025, ZEW - Leibniz Centre for European Economic Research.
    4. Craxton, Melanie & Merrick, James & Makridis, Christos & Taggart, John, 2017. "On the climate policy implications of substitutability and flexibility in the economy: An in-depth integrated assessment model diagnostic," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 289-298.
    5. Christoph Böhringer & Florian Landis & Miguel Angel Tovar Reaños, 2016. "Cost-effectiveness and Incidence of Renewable Energy Promotion in Germany," Working Papers V-390-16, University of Oldenburg, Department of Economics, revised Jul 2016.
    6. Feng, Shenghao & Zhang, Keyu, 2018. "Fuel-factor nesting structures in CGE models of China," Energy Economics, Elsevier, vol. 75(C), pages 274-284.
    7. Gentile, Elisabetta & Li, Gen & Mariasingham, Mahinthan Joseph, 2020. "Assessing the impact of the US-PRC trade dispute using a multiregional CGE model," Conference papers 333144, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    8. Michal Antoszewski, 2017. "Panel estimation of sectoral substitution elasticities for CES production functions," EcoMod2017 10160, EcoMod.
    9. Baccianti, Claudio, 2013. "Estimation of sectoral elasticities of substitution along the international technology frontier," ZEW Discussion Papers 13-092, ZEW - Leibniz Centre for European Economic Research.
    10. Koesler, Simon & Pothen, Frank, 2013. "The Basic WIOD CGE Model: A computable general equilibrium model based on the World Input-Output Database," ZEW Dokumentationen 13-04, ZEW - Leibniz Centre for European Economic Research.
    11. M. Chepeliev, 2015. "Econometric estimation of capital-labor substitution elasticities for Ukrainian CGE model," Economy and Forecasting, Valeriy Heyets, issue 2, pages 33-46.
    12. Lekavičius, Vidas & Galinis, Arvydas & Miškinis, Vaclovas, 2019. "Long-term economic impacts of energy development scenarios: The role of domestic electricity generation," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    13. Timo Baas & Silvia Maja Melzer, 2012. "The Macroeconomic Impact of Remittances: A sending country perspective," Norface Discussion Paper Series 2012021, Norface Research Programme on Migration, Department of Economics, University College London.
    14. Zachlod-Jelec, Magdalena & Boratynski, Jakub, 2016. "How large and uncertain are costs of 2030 GHG emissions reduction target for the European countries? Sensitivity analysis in a global CGE model," MF Working Papers 26, Ministry of Finance in Poland.
    15. Koesler, Simon, 2013. "Catching the rebound: Economy-wide implications of an efficiency shock in the provision of transport services by households," ZEW Discussion Papers 13-082, ZEW - Leibniz Centre for European Economic Research.
    16. Matthew K. Heun & João Santos & Paul E. Brockway & Randall Pruim & Tiago Domingos & Marco Sakai, 2017. "From Theory to Econometrics to Energy Policy: Cautionary Tales for Policymaking Using Aggregate Production Functions," Energies, MDPI, vol. 10(2), pages 1-44, February.
    17. Keting Shen & John Whalley, 2013. "Capital-Labor-Energy Substitution in Nested CES Production Functions for China," NBER Working Papers 19104, National Bureau of Economic Research, Inc.
    18. Simola, Antti, 2013. "Agricultural land use in AGE model production functions," Conference papers 332368, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    19. Martin Aarøe Christensen, 2015. "A CGE model with ICT and R&D-driven endogenous growth: A detailed model description," JRC Research Reports JRC97908, Joint Research Centre.
    20. Paul E. Brockway & Matthew K. Heun & João Santos & John R. Barrett, 2017. "Energy-Extended CES Aggregate Production: Current Aspects of Their Specification and Econometric Estimation," Energies, MDPI, vol. 10(2), pages 1-23, February.
    21. Christoph Böhringer, Florian Landis, and Miguel Angel Tovar Reaños, 2017. "Economic Impacts of Renewable Energy Production in Germany," The Energy Journal, International Association for Energy Economics, vol. 0(KAPSARC S).
    22. Zhu, Xuehong & Zeng, Anqi & Zhong, Meirui & Huang, Jianbai, 2021. "Elasticity of substitution and biased technical change in the CES production function for China's metal-intensive industries," Resources Policy, Elsevier, vol. 73(C).
    23. Magdalena Zachlod-Jelec & Jakub Boratyński, 2016. "How large and uncertain are costs of 2030 emission reduction target for the European countries? Sensitivity analysis in a global CGE model," EcoMod2016 9449, EcoMod.
    24. Martin Aarøe Christensen, 2015. "A CGE model with ICT and R&D-driven endogenous growth: A general description," JRC Research Reports JRC97902, Joint Research Centre.
    25. Hermeling, Claudia & Klement, Jan Henrik & Koesler, Simon & Köhler, Jonathan & Klement, Dorothee, 2014. "Sailing into a dilemma: An economic and legal analysis of an EU trading scheme for maritime emissions," ZEW Discussion Papers 14-021, ZEW - Leibniz Centre for European Economic Research.

    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. Simon Koesler & Michael Schymura, 2012. "Substitution Elasticities for CGE Models," EcoMod2012 4010, EcoMod.
    2. Simon Koesler & Michael Schymura, 2015. "Substitution Elasticities In A Constant Elasticity Of Substitution Framework - Empirical Estimates Using Nonlinear Least Squares," Economic Systems Research, Taylor & Francis Journals, vol. 27(1), pages 101-121, March.
    3. Knoblach, Michael & Rößler, Martin & Zwerschke, Patrick, 2016. "The Elasticity of Factor Substitution Between Capital and Labor in the U.S. Economy: A Meta-Regression Analysis," CEPIE Working Papers 03/16, Technische Universität Dresden, Center of Public and International Economics (CEPIE).
    4. Paul E. Brockway & Matthew K. Heun & João Santos & John R. Barrett, 2017. "Energy-Extended CES Aggregate Production: Current Aspects of Their Specification and Econometric Estimation," Energies, MDPI, vol. 10(2), pages 1-23, February.
    5. Michael Knoblach & Fabian Stöckl, 2020. "What Determines The Elasticity Of Substitution Between Capital And Labor? A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 34(4), pages 847-875, September.
    6. Michal Antoszewski, 2017. "Panel estimation of sectoral substitution elasticities for CES production functions," EcoMod2017 10160, EcoMod.
    7. Inoue, Emiko & Taniguchi, Hiroya & Yamada, Ken, 2022. "Measuring energy-saving technological change: International trends and differences," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    8. Zachlod-Jelec, Magdalena & Boratynski, Jakub, 2016. "How large and uncertain are costs of 2030 GHG emissions reduction target for the European countries? Sensitivity analysis in a global CGE model," MF Working Papers 26, Ministry of Finance in Poland.
    9. Lagomarsino, Elena, 2020. "Estimating elasticities of substitution with nested CES production functions: Where do we stand?," Energy Economics, Elsevier, vol. 88(C).
    10. Malliet, Paul & Reynès, Frédéric G., 2022. "Empirical estimates of the elasticity of substitution of a KLEM production function without nesting constraints: The case of the Variable Output Elasticity-Cobb Douglas," Conference papers 333423, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    11. Matthew K. Heun & João Santos & Paul E. Brockway & Randall Pruim & Tiago Domingos & Marco Sakai, 2017. "From Theory to Econometrics to Energy Policy: Cautionary Tales for Policymaking Using Aggregate Production Functions," Energies, MDPI, vol. 10(2), pages 1-44, February.
    12. Antoszewski, Michał, 2019. "Wide-range estimation of various substitution elasticities for CES production functions at the sectoral level," Energy Economics, Elsevier, vol. 83(C), pages 272-289.
    13. Mallick, Debdulal, 2012. "The role of the elasticity of substitution in economic growth: A cross-country investigation," Labour Economics, Elsevier, vol. 19(5), pages 682-694.
    14. Martin de Wit & Matthew Kuperus Heun & Douglas J Crookes, 2013. "An overview of salient factors, relationships and values to support integrated energy-economic systems dynamic modelling," Working Papers 02/2013, Stellenbosch University, Department of Economics.
    15. Bui, Linh & Hoang, Huyen & Bui, Hang, 2015. "Estimating the Constant Elasticity of Substitution Function of Rice Production.The case of Vietnam in 2012," MPRA Paper 71224, University Library of Munich, Germany.
    16. 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.
    17. P. Capros & Denise Van Regemorter & Leonidas Paroussos & P. Karkatsoulis & C. Fragkiadakis & S. Tsani & I. Charalampidis & Tamas Revesz, 2013. "GEM-E3 Model Documentation," JRC Research Reports JRC83177, Joint Research Centre.
    18. Frieling, Julius & Madlener, Reinhard, 2016. "Estimation of Substitution Elasticities in Three-Factor Production Functions: Identifying the Role of Energy," FCN Working Papers 1/2016, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised Sep 2016.
    19. An, Zidong & Kangur, Alvar & Papageorgiou, Chris, 2019. "On the substitution of private and public capital in production," European Economic Review, Elsevier, vol. 118(C), pages 296-311.
    20. Robert S. Chirinko & Debdulal Mallick, 2014. "The Substitution Elasticity, Factor Shares, Long-Run Growth, and the Low-Frequency Panel Model," CESifo Working Paper Series 4895, CESifo.

    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:zbw:zewdip:12007. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zemande.html .

    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.