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Micro data and macro technology

Listed author(s):
  • Ezra Oberfield
  • Devesh Raval

We study the implications of microeconomic heterogeneity for aggregate technology, showing that the aggregate elasticity of substitution between capital and labor can be expressed as a simple function of plant level structural parameters and sufficient statistics for plant heterogeneity. This allows for a new approach to estimating the aggregate elasticity using microeconomic data and allows us to examine how the aggregate elasticity varies over time or across countries. We then use plant level data from the Census of Manufactures to construct an aggregate elasticity of substitution for the manufacturing sector, and estimate an aggregate elasticity of approximately 0.72 in 1987. We find that the aggregate elasticity has risen over time in the US and is higher in less developed countries. These differences are quantitatively important; our estimates imply that a change in the interest rate has a 50 percent larger impact on India than the US. Finally, we measure the bias of aggregate technical change using our estimates of the aggregate elasticity, and find that the bias of technical change has increased in recent years.

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Paper provided by Federal Reserve Bank of Chicago in its series Working Paper Series with number WP-2012-11.

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Date of creation: 2012
Handle: RePEc:fip:fedhwp:wp-2012-11
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  1. repec:ucp:bknber:9780226304557 is not listed on IDEAS
  2. repec:aea:aejmac:v:9:y:2017:i:4:p:254-80 is not listed on IDEAS
  3. Miyagiwa, Kaz & Papageorgiou, Chris, 2007. "Endogenous aggregate elasticity of substitution," Journal of Economic Dynamics and Control, Elsevier, vol. 31(9), pages 2899-2919, September.
  4. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
  5. Daniel Aaronson & Daniel G. Sullivan, 2002. "Growth in worker quality," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue Feb.
  6. 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.
  7. Ricardo Lagos, 2006. "A Model of TFP," Review of Economic Studies, Oxford University Press, vol. 73(4), pages 983-1007.
  8. 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.
  9. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
  10. Ariel Burstein & Eduardo Morales & Jonathan Vogel, 2015. "Accounting for Changes in Between-Group Inequality," NBER Working Papers 20855, National Bureau of Economic Research, Inc.
  11. Thomas J. Holmes & John J. Stevens, 2010. "An alternative theory of the plant size distribution with an application to trade," Finance and Economics Discussion Series 2010-30, Board of Governors of the Federal Reserve System (U.S.).
  12. Robert J. Gordon, 1990. "The Measurement of Durable Goods Prices," NBER Books, National Bureau of Economic Research, Inc, number gord90-1, December.
  13. Abel, Andrew B., 1985. "Dynamic behavior of capital accumulation in a cash-in-advance model," Journal of Monetary Economics, Elsevier, vol. 16(1), pages 55-71, July.
  14. John G. Fernald, 2012. "A quarterly, utilization-adjusted series on total factor productivity," Working Paper Series 2012-19, Federal Reserve Bank of San Francisco.
  15. H. S. Houthakker, 1955. "The Pareto Distribution and the Cobb-Douglas Production Function in Activity Analysis," Review of Economic Studies, Oxford University Press, vol. 23(1), pages 27-31.
  16. T. Kirk White & Jerome P. Reiter & Amil Petrin, 2012. "Plant-level Productivity and Imputation of Missing Data in U.S. Census Manufacturing Data," NBER Working Papers 17816, National Bureau of Economic Research, Inc.
  17. Simeon Djankov & Tim Ganser & Caralee McLiesh & Rita Ramalho & Andrei Shleifer, 2010. "The Effect of Corporate Taxes on Investment and Entrepreneurship," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(3), pages 31-64, July.
  18. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
  19. David Greenstreet, 2007. "Exploiting Sequential Learning to Estimate Establishment-Level Productivity Dynamics and Decision Rules," Economics Series Working Papers 345, University of Oxford, Department of Economics.
  20. Klump, Rainer & McAdam, Peter & Willman, Alpo, 2004. "Factor substitution and factor augmenting technical progress in the US: a normalized supply-side system approach," Working Paper Series 367, European Central Bank.
  21. Buera, Francisco J. & Kaboski, Joseph P., 2012. "Scale and the origins of structural change," Journal of Economic Theory, Elsevier, vol. 147(2), pages 684-712.
  22. Barnes, Sebastian & Price, Simon & Sebastia Barriel, Maria, 2008. "The elasticity of substitution: evidence from a UK firm-level data set," Bank of England working papers 348, Bank of England.
  23. Chamley, Christophe, 1981. "The Welfare Cost of Capital Income Taxation in a Growing Economy," Journal of Political Economy, University of Chicago Press, vol. 89(3), pages 468-496, June.
  24. Erzo G. J. Luttmer, 2012. "Growth with a Fixed Factor," Working Papers 2012-1, University of Minnesota, Department of Economics.
  25. 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.
  26. Enghin Atalay, 2017. "How Important Are Sectoral Shocks?," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 254-280, October.
  27. Chirinko, Robert S., 2008. "[sigma]: The long and short of it," Journal of Macroeconomics, Elsevier, vol. 30(2), pages 671-686, June.
  28. Paul Gomme & Peter Rupert, 2004. "Measuring labor’s share of income," Policy Discussion Papers, Federal Reserve Bank of Cleveland, issue Nov.
  29. K. Sato, 1967. "A Two-Level Constant-Elasticity-of-Substitution Production Function," Review of Economic Studies, Oxford University Press, vol. 34(2), pages 201-218.
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