Dynamic Olley-Pakes Productivity Decomposition with Entry and Exit
AbstractIn 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 InfoPaper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 18182.
Date of creation: Jun 2012
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- Marc Melitz & Saso Polanec, 2013. "Dynamic Olley-Pakes Productivity Decomposition with Entry and Exit," Working Paper 33758, Harvard University OpenScholar.
- C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
- O47 - Economic Development, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Measurement of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
This paper has been announced in the following NEP Reports:
- NEP-ALL-2012-07-01 (All new papers)
- NEP-BEC-2012-07-01 (Business Economics)
- NEP-EFF-2012-07-01 (Efficiency & Productivity)
- NEP-TID-2012-07-01 (Technology & Industrial Dynamics)
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