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Dynamic Olley-Pakes Productivity Decomposition with Entry and Exit

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  • Marc J. Melitz
  • Sašo Polanec

Abstract

In this paper, we propose an extension of the productivity decomposition method developed by Olley & Pakes (1996). This extension provides an accounting for the contributions of both firm entry and exit to aggregate productivity changes. It breaks down the contribution of surviving firms into a component accounting for changes in the firm-level distribution of productivity and another accounting for market share reallocations among those firms -- following the same methodology as the one proposed by Olley & Pakes (1996). We argue that the other decompositions that break-down aggregate productivity changes into these same four components introduce some biases in the measurement of the contributions of entry and exit. We apply our proposed decomposition to the large measured increases in Slovenian manufacturing during the 1995-2000 period -- and contrast our results with those other decompositions. We find that, over a 5 year period, the measurement bias associated with entry and exit is substantial, accounting for up to 10 percentage points of aggregate productivity growth. We also find that market share reallocations among surviving firms played a much more important role in driving aggregate productivity changes.

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Bibliographic Info

Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 18182.

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Date of creation: Jun 2012
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Handle: RePEc:nbr:nberwo:18182

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  1. Eric J. Bartelsman & John C. Haltiwanger & Stefano Scarpetta, 2009. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," NBER Working Papers 15490, National Bureau of Economic Research, Inc.
  2. Chang-Tai Hsieh & Peter J. Klenow, 2007. "Misallocation and Manufacturing TFP in China and India," Discussion Papers 07-006, Stanford Institute for Economic Policy Research.
  3. Lucia Foster & John Haltiwanger & Chad Syverson, 2005. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," Working Papers 05-11, Center for Economic Studies, U.S. Census Bureau.
  4. Amil Petrin & James Levinsohn, 2005. "Measuring Aggregate Productivity Growth Using Plant-Level Data," NBER Working Papers 11887, National Bureau of Economic Research, Inc.
  5. Griliches, Zvi & Regev, Haim, 1995. "Firm productivity in Israeli industry 1979-1988," Journal of Econometrics, Elsevier, vol. 65(1), pages 175-203, January.
  6. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-50, September.
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Cited by:
  1. Hyytinen, Ari & Maliranta, Mika, 2011. "Firm Lifecycles and External Restructuring," Discussion Papers 1253, The Research Institute of the Finnish Economy.
  2. Maliranta, Mika & Määttänen, Niku, 2013. "Allocation and industry productivity: Accounting for firm turnover," ETLA Working Papers 11, The Research Institute of the Finnish Economy.
  3. Maican, Florin & Orth, Matilda, 2012. "Productivity Dynamics and the Role of “Big-Box” Entrants in Retailing," Working Paper Series 898, Research Institute of Industrial Economics.
  4. Maican, Florin & Orth, Matilda, 2012. "A Dynamic Analysis of Regulation and Productivity in Retail Trade," Working Paper Series 939, Research Institute of Industrial Economics, revised 12 Apr 2014.
  5. Maican, Florin G., 2012. "From Boom to Bust and Back Again: A dynamic analysis of IT services," Working Papers in Economics 543, University of Gothenburg, Department of Economics.
  6. Atsuko Kamiike & Takahiro Sato & Aradhna Aggarwal, 2011. "Productivity Dynamics in the Indian Pharmaceutical Industry: Evidences from Plant-level Panel Data," Working Papers id:4445, eSocialSciences.

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