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What Determines the Elasticity of Substitution between Capital and Labor? A Literature Review

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  • Michael Knoblach
  • Fabian Stöckl

Abstract

This paper provides the first comprehensive review of the empirical and theoretical literature on the determinants of the elasticity of substitution between capital and labor. Our focus is on the two-input constant elasticity of substitution (CES) production function. By example of the U.S., we highlight the distinctive heterogeneity in empirical estimates of σ at both the aggregate and industrial level and discuss potential methodological explanations for this variation. The main part of this survey then focuses on the determinants of σ. We first review several approaches to the microfoundation of production functions, especially the CES production function. Second, we outline the construction of an aggregate elasticity of substitution (AES) in a multi-sectoral framework and investigate its dependence on underlying sectoral elasticities. Third, we discuss the influence of the institutional framework on the determination of σ. The concluding section of this review identifies a number of potential empirical and theoretical avenues for future research. Overall, we demonstrate that the effective elasticity of substitution (EES), which is typically estimated in empirical studies, is generally not an immutable deep parameter but depends on a multitude of technological, non-technological and institutional determinants.

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  • Michael Knoblach & Fabian Stöckl, 2019. "What Determines the Elasticity of Substitution between Capital and Labor? A Literature Review," Discussion Papers of DIW Berlin 1784, DIW Berlin, German Institute for Economic Research.
  • Handle: RePEc:diw:diwwpp:dp1784
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    1. Berthold Herrendorf & Christopher Herrington & Ákos Valentinyi, 2015. "Sectoral Technology and Structural Transformation," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 104-133, October.
    2. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    3. Hideki Nakamura, 2010. "Factor Substitution, Mechanization, And Economic Growth," The Japanese Economic Review, Japanese Economic Association, vol. 61(2), pages 266-281, June.
    4. Norbert Berthold & Rainer Fehn & Eric Thode, 2002. "Falling Labor Share and Rising Unemployment: Long–Run Consequences of Institutional Shocks?," German Economic Review, Verein für Socialpolitik, vol. 3(4), pages 431-459, November.
    5. 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.
    6. Silverberg, Gerald & Verspagen, Bart, 2007. "The size distribution of innovations revisited: An application of extreme value statistics to citation and value measures of patent significance," Journal of Econometrics, Elsevier, vol. 139(2), pages 318-339, August.
    7. Miguel A León-Ledesma & Mathan Satchi, 2019. "Appropriate Technology and Balanced Growth," Review of Economic Studies, Oxford University Press, vol. 86(2), pages 807-835.
    8. Dennis R. Maki & Lindsay N. Meredith, 1987. "A Note on Unionization and the Elasticity of Substitution," Canadian Journal of Economics, Canadian Economics Association, vol. 20(4), pages 792-801, November.
    9. Joseph Zeira, 1998. "Workers, Machines, and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1091-1117.
    10. Xavier Gabaix & Jean‐Michel Lasry & Pierre‐Louis Lions & Benjamin Moll, 2016. "The Dynamics of Inequality," Econometrica, Econometric Society, vol. 84, pages 2071-2111, November.
    11. Morawetz, David, 1976. "Elasticities of substitution in industry: What do we learn from econometric estimates?," World Development, Elsevier, vol. 4(1), pages 11-15, January.
    12. Berndt, Ernst R, 1976. "Reconciling Alternative Estimates of the Elasticity of Substitution," The Review of Economics and Statistics, MIT Press, vol. 58(1), pages 59-68, February.
    13. Caballero, Ricardo J. & Hammour, Mohamad L., 1998. "Jobless growth: appropriability, factor substitution, and unemployment," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 48(1), pages 51-94, June.
    14. Wilhelm Kohler, 2004. "International outsourcing and factor prices with multistage production," Economic Journal, Royal Economic Society, vol. 114(494), pages 166-185, March.
    15. Weitzman, Martin L, 1970. "Soviet Postwar Economic Growth and Capital-Labor Substitution," American Economic Review, American Economic Association, vol. 60(4), pages 676-692, September.
    16. R. F. Kahn, 1933. "III.—The Elasticity of Substitution and the Relative Share of a Factor," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 1(1), pages 72-78.
    17. Cristiano Cantore & Miguel León-Ledesma & Peter McAdam & Alpo Willman, 2014. "Shocking Stuff: Technology, Hours, And Factor Substitution," Journal of the European Economic Association, European Economic Association, vol. 12(1), pages 108-128, February.
    18. Klump, Rainer & Saam, Marianne, 2008. "Calibration of normalised CES production functions in dynamic models," Economics Letters, Elsevier, vol. 99(2), pages 256-259, May.
    19. Hazrul Izuan Shahiri & Zulkifly Osman, 2016. "Substitutability of Capital-Labour in the Presence of Unions in the US Postal Services Industry," Institutions and Economies (formerly known as International Journal of Institutions and Economies), Faculty of Economics and Administration, University of Malaya, vol. 8(2), pages 55-73, April.
    20. Antràs Pol, 2004. "Is the U.S. Aggregate Production Function Cobb-Douglas? New Estimates of the Elasticity of Substitution," The B.E. Journal of Macroeconomics, De Gruyter, vol. 4(1), pages 1-36, April.
    21. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    22. Susanto Basu & David N. Weil, 1998. "Appropriate Technology and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1025-1054.
    23. Growiec, Jakub, 2018. "Factor-specific technology choice," Journal of Mathematical Economics, Elsevier, vol. 77(C), pages 1-14.
    24. Klump, Rainer & McAdam, Peter & Willman, Alpo, 2008. "Unwrapping some euro area growth puzzles: Factor substitution, productivity and unemployment," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 645-666, June.
    25. Daron Acemoglu, 2002. "Directed Technical Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 781-809.
    26. Daron Acemoglu & Veronica Guerrieri, 2008. "Capital Deepening and Nonbalanced Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 467-498, June.
    27. David McKenzie & Christopher Woodruff, 2008. "Experimental Evidence on Returns to Capital and Access to Finance in Mexico," The World Bank Economic Review, World Bank, vol. 22(3), pages 457-482, November.
    28. 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.
    29. Alvarez-Cuadrado, Francisco & Long, Ngo & Poschke, Markus, 2017. "Capital-labor substitution, structural change and growth," Theoretical Economics, Econometric Society, vol. 12(3), September.
    30. Harold L. Cole & Jeremy Greenwood & Juan M. Sanchez, 2016. "Why Doesn't Technology Flow From Rich to Poor Countries?," Econometrica, Econometric Society, vol. 84(4), pages 1477-1521, July.
    31. Robert Solow, 1964. "Capital, Labor, and Income in Manufacturing," NBER Chapters, in: The Behavior of Income Shares: Selected Theoretical and Empirical Issues, pages 101-142, National Bureau of Economic Research, Inc.
    32. J. R. Hicks, 1963. "The Theory of Wages," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-00189-7.
    33. 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.
    34. David Stern, 2011. "Elasticities of substitution and complementarity," Journal of Productivity Analysis, Springer, vol. 36(1), pages 79-89, August.
    35. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    36. Ricardo Lagos, 2006. "A Model of TFP," Review of Economic Studies, Oxford University Press, vol. 73(4), pages 983-1007.
    37. 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.
    38. Yasuyuki Osumi, 2015. "Aggregate Elasticity of Substitution and Structural Change," World Scientific Book Chapters, in: Hideyuki Adachi & Tamotsu Nakamura & Yasuyuki Osumi (ed.), Studies in Medium-Run Macroeconomics Growth, Fluctuations, Unemployment, Inequality and Policies, chapter 7, pages 169-186, World Scientific Publishing Co. Pte. Ltd..
    39. Rainer Klump & Peter McAdam & Alpo Willman, 2007. "The long-term sucCESs of the neoclassical growth model," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(1), pages 94-114, Spring.
    40. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    41. Erzo G. J. Luttmer, 2007. "Selection, Growth, and the Size Distribution of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1103-1144.
    42. Daron Acemoglu, 2003. "Labor- And Capital-Augmenting Technical Change," Journal of the European Economic Association, MIT Press, vol. 1(1), pages 1-37, March.
    43. Reed, William J., 2001. "The Pareto, Zipf and other power laws," Economics Letters, Elsevier, vol. 74(1), pages 15-19, December.
    44. Arnaud Dupuy, 2012. "A Microfoundation for Production Functions: Assignment of Heterogeneous Workers to Heterogeneous Jobs," Economica, London School of Economics and Political Science, vol. 79(315), pages 534-556, July.
    45. Charles Blackorby & R. Robert Russell, 1981. "The Morishima Elasticity of Substitution; Symmetry, Constancy, Separability, and its Relationship to the Hicks and Allen Elasticities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 48(1), pages 147-158.
    46. Thomas Piketty & Emmanuel Saez, 2003. "Income Inequality in the United States, 1913–1998," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 1-41.
    47. Winford H. Masanjala & Chris Papageorgiou, 2004. "The Solow model with CES technology: nonlinearities and parameter heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(2), pages 171-201.
    48. Ronald W. Jones & Roy J. Ruffin, 2008. "Trade and Wages: a Deeper Investigation," Review of International Economics, Wiley Blackwell, vol. 16(2), pages 234-249, May.
    49. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    50. Suresh de Mel & David McKenzie & Christopher Woodruff, 2009. "Returns to Capital in Microenterprises: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 423-423.
    51. Young, Andrew T., 2013. "U.S. Elasticities Of Substitution And Factor Augmentation At The Industry Level," Macroeconomic Dynamics, Cambridge University Press, vol. 17(4), pages 861-897, June.
    52. Alexis Akira Toda & Kieran Walsh, 2015. "The Double Power Law in Consumption and Implications for Testing Euler Equations," Journal of Political Economy, University of Chicago Press, vol. 123(5), pages 1177-1200.
    53. Fuss, Melvyn A, 1977. "The Structure of Technology over Time: A Model for Testing the "Putty-Clay" Hypothesis," Econometrica, Econometric Society, vol. 45(8), pages 1797-1821, November.
    54. 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.
    55. Azariadis, Costas, 1996. "The Economics of Poverty Traps: Part One: Complete Markets," Journal of Economic Growth, Springer, vol. 1(4), pages 449-496, December.
    56. Rainer Klump & Harald Preissler, 2000. "CES Production Functions and Economic Growth," Scandinavian Journal of Economics, Wiley Blackwell, vol. 102(1), pages 41-56, March.
    57. Daron Acemoglu & Fabrizio Zilibotti, 2001. "Productivity Differences," The Quarterly Journal of Economics, Oxford University Press, vol. 116(2), pages 563-606.
    58. Saam, Marianne, 2008. "Openness to trade as a determinant of the macroeconomic elasticity of substitution," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 691-702, June.
    59. Haoqi Qian & Libo Wu, 2020. "Avoiding Mis-estimation of the CES Function: Unit Matters," Applied Economics, Taylor & Francis Journals, vol. 52(19), pages 2056-2062, April.
    60. Miguel A. León-Ledesma & Peter McAdam & Alpo Willman, 2015. "Production Technology Estimates and Balanced Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(1), pages 40-65, February.
    61. Kenneth G. Stewart & Jiang Li, 2018. "Are factor biases and substitution identifiable? The Canadian evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 51(2), pages 528-548, May.
    62. Sue Wing, Ian, 2006. "Representing induced technological change in models for climate policy analysis," Energy Economics, Elsevier, vol. 28(5-6), pages 539-562, November.
    63. Robert S. Chirinko, 2008. "ó: The Long And Short Of It," CESifo Working Paper Series 2234, CESifo.
    64. Ronald W. Jones, 2018. "The Structure of Simple General Equilibrium Models," World Scientific Book Chapters, in: International Trade Theory and Competitive Models Features, Values, and Criticisms, chapter 4, pages 61-84, World Scientific Publishing Co. Pte. Ltd..
    65. Growiec, Jakub & Schumacher, Ingmar, 2008. "On technical change in the elasticities of resource inputs," Resources Policy, Elsevier, vol. 33(4), pages 210-221, December.
    66. 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.
    67. Hijzen, Alexander & Swaim, Paul, 2010. "Offshoring, labour market institutions and the elasticity of labour demand," European Economic Review, Elsevier, vol. 54(8), pages 1016-1034, November.
    68. Fuss, Melvyn & McFadden, Daniel (ed.), 1978. "Production Economics: A Dual Approach to Theory and Applications," Elsevier Monographs, Elsevier, edition 1, number 9780444850133.
    69. Cantore, Cristiano & Ferroni, Filippo & León-Ledesma, Miguel A., 2017. "The dynamics of hours worked and technology," Journal of Economic Dynamics and Control, Elsevier, vol. 82(C), pages 67-82.
    70. C. E. Ferguson, 1965. "Time-Series Production Functions and Technological Progress in American Manufacturing Industry," Journal of Political Economy, University of Chicago Press, vol. 73, pages 135-135.
    71. Mario García Molina, 2005. "Capital theory and the origins of the elasticity of substitution (1932--35)," Cambridge Journal of Economics, Oxford University Press, vol. 29(3), pages 423-437, May.
    72. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    73. Michael Knoblach & Martin Roessler & Patrick Zwerschke, 2020. "The Elasticity of Substitution Between Capital and Labour in the US Economy: A Meta‐Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(1), pages 62-82, February.
    74. Vladimir Matveenko, 2010. "Anatomy of production functions: a technological menu and a choice of the best technology," Economics Bulletin, AccessEcon, vol. 30(3), pages 1906-1913.
    75. McAdam, Peter & Willman, Alpo, 2018. "Unraveling The Skill Premium," Macroeconomic Dynamics, Cambridge University Press, vol. 22(1), pages 33-62, January.
    76. H. S. Houthakker, 1955. "The Pareto Distribution and the Cobb-Douglas Production Function in Activity Analysis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 23(1), pages 27-31.
    77. Diamond, Peter & McFadden, Daniel & Rodriguez, Miguel, 1978. "Measurement of the Elasticity of Factor Substitution and Bias of Technical Change," Histoy of Economic Thought Chapters, in: Fuss, Melvyn & McFadden, Daniel (ed.),Production Economics: A Dual Approach to Theory and Applications, volume 2, chapter 5, McMaster University Archive for the History of Economic Thought.
    78. John Whalley & Chunbing Xing, 2012. "The Sustainability of Chinese Growth and the Aggregate Factor Substitution Elasticity," CESifo Working Paper Series 3736, CESifo.
    79. Miyagiwa, Kaz & Papageorgiou, Chris, 2007. "Endogenous aggregate elasticity of substitution," Journal of Economic Dynamics and Control, Elsevier, vol. 31(9), pages 2899-2919, September.
    80. 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.
    81. 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.
    82. Turnovsky, Stephen J., 2002. "Intertemporal and intratemporal substitution, and the speed of convergence in the neoclassical growth model," Journal of Economic Dynamics and Control, Elsevier, vol. 26(9-10), pages 1765-1785, August.
    83. Xue, Jianpo & Yip, Chong K., 2013. "Aggregate elasticity of substitution and economic growth: A synthesis," Journal of Macroeconomics, Elsevier, vol. 38(PA), pages 60-75.
    84. Iris Claus & Les Oxley & Hejing Chen & John Whalley, 2014. "China'S Service Trade," Journal of Economic Surveys, Wiley Blackwell, vol. 28(4), pages 746-774, September.
    85. Robert M. Solow, 1962. "Substitution and Fixed Proportions in the Theory of Capital," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 29(3), pages 207-218.
    86. Revankar, Nagesh S, 1971. "A Class of Variable Elasticity of Substitution Production Functions," Econometrica, Econometric Society, vol. 39(1), pages 61-71, January.
    87. Francesco Caselli & Wilbur John Coleman II, 2006. "The World Technology Frontier," American Economic Review, American Economic Association, vol. 96(3), pages 499-522, June.
    88. Growiec, Jakub, 2008. "Production functions and distributions of unit factor productivities: Uncovering the link," Economics Letters, Elsevier, vol. 101(1), pages 87-90, October.
    89. Charles I. Jones, 2005. "The Shape of Production Functions and the Direction of Technical Change," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 517-549.
    90. Chirinko, Robert S., 2002. "Corporate Taxation, Capital Formation,and the Substitution Elasticity Between Labor and Capital," National Tax Journal, National Tax Association;National Tax Journal, vol. 55(2), pages 339-355, June.
    91. Sherwin Rosen, 2005. "Substitution And Division Of Labour," World Scientific Book Chapters,in: An Inframarginal Approach To Trade Theory, chapter 3, pages 29-51 World Scientific Publishing Co. Pte. Ltd..
    92. Rainer Klump & Peter McAdam & Alpo Willman, 2012. "The Normalized Ces Production Function: Theory And Empirics," Journal of Economic Surveys, Wiley Blackwell, vol. 26(5), pages 769-799, December.
    93. Freeman, Richard B & Medoff, James L, 1982. "Substitution between Production Labor and Other Inputs in Unionized and Nonunionized Manufacturing," The Review of Economics and Statistics, MIT Press, vol. 64(2), pages 220-233, May.
    94. Gregor Semieniuk, 2017. "Piketty’s Elasticity of Substitution: A Critique," Review of Political Economy, Taylor & Francis Journals, vol. 29(1), pages 64-79, January.
    95. Turnovsky, Stephen J., 2008. "The role of factor substitution in the theory of economic growth and income distribution: Two examples," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 604-629, June.
    96. Growiec, Jakub, 2013. "A microfoundation for normalized CES production functions with factor-augmenting technical change," Journal of Economic Dynamics and Control, Elsevier, vol. 37(11), pages 2336-2350.
    97. Duffy, John & Papageorgiou, Chris, 2000. "A Cross-Country Empirical Investigation of the Aggregate Production Function Specification," Journal of Economic Growth, Springer, vol. 5(1), pages 87-120, March.
    98. Palivos, Theodore, 2008. "Comment on "[sigma]: The long and short of it"," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 687-690, June.
    99. Jakub Growiec, 2008. "A new class of production functions and an argument against purely labor‐augmenting technical change," International Journal of Economic Theory, The International Society for Economic Theory, vol. 4(4), pages 483-502, December.
    100. Jaume Ventura, 1997. "Growth and Interdependence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 57-84.
    101. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    102. Xavier Gabaix, 2009. "Power Laws in Economics and Finance," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 255-294, May.
    103. Rainer Klump, 2001. "Trade, money and employment in intertemporal optimizing models of growth," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 10(4), pages 411-428.
    104. Robert M. Solow, 1967. "Some Recent Developments in the Theory of Production," NBER Chapters, in: The Theory and Empirical Analysis of Production, pages 25-53, National Bureau of Economic Research, Inc.
    105. Irmen, Andreas, 2008. "Comment on "On the openness to trade as a determinant of the macroeconomic elasticity of substitution"," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 703-706, June.
    106. Gandolfo, Giancarlo, 2008. "Comment on "C.E.S. production functions in the light of the Cambridge critique"," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 798-800, June.
    107. Schefold, Bertram, 2008. "C.E.S. production functions in the light of the Cambridge critique," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 783-797, June.
    108. Yuhn, Ky-hyang, 1991. "Economic Growth, Technical Change Biases, and the Elasticity of Substitution: A Test of the De La Grandville Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 73(2), pages 340-346, May.
    109. Miyagiwa, Kaz, 2008. "Comment on "The endogenous aggregate elasticity of substitution for a small open economy"," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 641-644, June.
    110. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    111. Kalt, Joseph P, 1978. "Technological Change and Factor Substitution in the United States: 1929-1967," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(3), pages 761-775, October.
    112. van der Werf, Edwin, 2008. "Production functions for climate policy modeling: An empirical analysis," Energy Economics, Elsevier, vol. 30(6), pages 2964-2979, November.
    113. Barry Bosworth & Susan M. Collins, 2008. "Accounting for Growth: Comparing China and India," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 45-66, Winter.
    114. Manu, Ana-Simona & McAdam, Peter & Willman, Alpo, 2018. "The role of factor substitution and technical progress in China's great expansion," Working Paper Series 2180, European Central Bank.
    115. 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.
    116. Ofer, Gur, 1987. "Soviet Economic Growth: 1928-1985," Journal of Economic Literature, American Economic Association, vol. 25(4), pages 1767-1833, December.
    117. Yasushi Nakamura, 2015. "Productivity versus elasticity: a normalized constant elasticity of substitution production function applied to historical Soviet data," Applied Economics, Taylor & Francis Journals, vol. 47(53), pages 5805-5823, November.
    118. Rainer Klump & Peter McAdam & Alpo Willman, 2007. "Factor Substitution and Factor-Augmenting Technical Progress in the United States: A Normalized Supply-Side System Approach," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 183-192, February.
    119. Eaton, Jonathan & Kortum, Samuel, 1999. "International Technology Diffusion: Theory and Measurement," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 537-570, August.
    120. Peter McAdam, 2016. "de La Grandville, Olivier: Economic growth: a unified approach," Journal of Economics, Springer, vol. 119(1), pages 91-96, September.
    121. Robert S. Chirinko & Debdulal Mallick, 2017. "The Substitution Elasticity, Factor Shares, and the Low-Frequency Panel Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 225-253, October.
    122. Jesus Felipe & John S.L. McCombie, 2013. "The Aggregate Production Function and the Measurement of Technical Change," Books, Edward Elgar Publishing, number 1975.
    123. Walter S. McManus, 1988. "Aggregation and “The†Elasticity of Substitution," The American Economist, Sage Publications, vol. 32(2), pages 41-44, October.
    124. Takayama, Akira, 1974. "On Biased Technological Progress," American Economic Review, American Economic Association, vol. 64(4), pages 631-639, September.
    125. Kumar, T Krishna & Gapinski, James H, 1974. "Nonlinear Estimation of the CES Production Parameters: A Monte Carlo Study," The Review of Economics and Statistics, MIT Press, vol. 56(4), pages 563-567, November.
    126. J. R. Hicks, 1936. "Distribution and Economic Progress: A Revised Version," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 4(1), pages 1-12.
    127. 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).
    128. Thursby, Jerry, 1980. "Alternative CES Estimation Techniques," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 295-299, May.
    129. Nakamura, Hideki & Nakamura, Masakatsu, 2008. "Constant-Elasticity-Of-Substitution Production Function," Macroeconomic Dynamics, Cambridge University Press, vol. 12(5), pages 694-701, November.
    130. Elisabetta Magnani & David Prentice, 2006. "Unionization and Input Flexibility in U.S. Manufacturing, 1973 – 1996," ILR Review, Cornell University, ILR School, vol. 59(3), pages 386-407, April.
    131. Nakamura, Hideki, 2009. "Micro-foundation for a constant elasticity of substitution production function through mechanization," Journal of Macroeconomics, Elsevier, vol. 31(3), pages 464-472, September.
    132. 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.
    133. Kenneth G. Stewart & Jiang Li, 2018. "Are factor biases and substitution identifiable? The Canadian evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 51(2), pages 528-548, May.
    134. Easterly, William & Fischer, Stanley, 1995. "The Soviet Economic Decline," The World Bank Economic Review, World Bank, vol. 9(3), pages 341-371, September.
    135. Hector Sala & Pedro Trivín, 2018. "The effects of globalization and technology on the elasticity of substitution," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(3), pages 617-647, August.
    136. Sveikauskas, Leo, 1974. "Bias in Cross-Section Estimates of the Elasticity of Substitution," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 15(2), pages 522-528, June.
    137. Atkinson, Anthony B & Stiglitz, Joseph E, 1969. "A New View of Technological Change," Economic Journal, Royal Economic Society, vol. 79(315), pages 573-578, September.
    138. A. P. Lerner, 1933. "II.—The Diagrammatical Representation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 1(1), pages 68-71.
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    5. Bazhanov, Andrei V., 2022. "Extraction path and sustainability," Resources Policy, Elsevier, vol. 76(C).
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    7. Franck, Raphaël, 2022. "Labor Scarcity, Technology Adoption and Innovation: Evidence from the Cholera Pandemics in 19th Century France," CEPR Discussion Papers 16928, C.E.P.R. Discussion Papers.
    8. Fabian Stöckl & Alexander Zerrahn, 2023. "Substituting Clean for Dirty Energy: A Bottom-Up Analysis," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(3), pages 819-863.
    9. Bom, Pedro R.D. & Erauskin, Iñaki, 2022. "Productive government investment and the labor share," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 347-363.
    10. Alessandro Bellocchi & Giovanni Marin & Giuseppe Travaglini, 2021. "The Great Fall of Labor Share:Micro Determinants for EU Countries Over 2011-2019," Working Papers 2102, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2021.
    11. Federico Riccio & Lorenzo Cresti & Maria Enrica Virgillito, 2022. "The labour share along global value chains. Perspectives and evidence from sectoral interdependence," LEM Papers Series 2022/11, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    12. Arthur Jacobs, 2023. "Capitalist-Worker Wealth Distribution in a Task-Based Model of Automation," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 23/1064, Ghent University, Faculty of Economics and Business Administration.
    13. Sebastian Gechert & Bianka Mey & Matej Opatrny & Tomas Havranek & T. D. Stanley & Pedro R. D. Bom & Hristos Doucouliagos & Philipp Heimberger & Zuzana Irsova & Heiko J. Rachinger, 2023. "Conventional Wisdom, Meta-Analysis, and Research Revision in Economics," Chemnitz Economic Papers 061, Department of Economics, Chemnitz University of Technology.
    14. Marc Jim M. Mariano & George Verikios & Kenneth W. Clements, 2023. "Are Input-Output Coefficients Really Fixed?," Economics Discussion / Working Papers 23-06, The University of Western Australia, Department of Economics.
    15. Manu, Ana S. & McAdam, Peter & Willman, Alpo, 2022. "China’s great expansion: The role of factor substitution and technical progress," European Economic Review, Elsevier, vol. 141(C).
    16. Stephanie C. Hofmann, 2021. "Elastic Relations: Looking to both Sides of the Atlantic in the 2020 US Presidential Election Year," Journal of Common Market Studies, Wiley Blackwell, vol. 59(S1), pages 150-161, September.
    17. Bellocchi, Alessandro & Travaglini, Giuseppe, 2023. "Can variable elasticity of substitution explain changes in labor shares?," Journal of Macroeconomics, Elsevier, vol. 76(C).
    18. Jacques Bughin & Nicolas van Zeebroeck, 2024. "Strategic Renewal and Corporate Return of Digital Transformation," Working Papers TIMES² 2024-071, ULB -- Universite Libre de Bruxelles.
    19. Sondes Kahouli & Xavier Pautrel, 2020. "Residential and Industrial Energy Efficiency Improvement: A Dynamic General Equilibrium Analysis of the Rebound Effect," Working Papers 2020.28, Fondazione Eni Enrico Mattei.
    20. Manu, Ana-Simona, 2022. "How sectoral technical progress and factor substitution shaped Japan’s structural transformation?," Working Paper Series 2641, European Central Bank.
    21. Nils Gottfries & Glenn Mickelsson & Karolina Stadin, 2021. "Deep Dynamics," CESifo Working Paper Series 8873, CESifo.
    22. Lin, Justin Yifu & Liu, Zhengwen & Zhang, Bo, 2023. "Endowment, technology choice, and industrial upgrading," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 364-381.
    23. Zhao, Lexin & Fang, Hongsheng, 2022. "Investment incentives and the relative demand for skilled labor: Evidence from accelerated depreciation policies in China," China Economic Review, Elsevier, vol. 73(C).

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    More about this item

    Keywords

    Elasticity of substitution; aggregate elasticity; capital; labor; economic growth; microfoundation; Cobb-Douglas and CES production function;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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