Estimating Production Functions When Productivity Change Is Endogenous
AbstractProduction function estimation with micro-data shows that a persistent unobserved variable varies within firm or plant over time but resists treatment and may cause biases. This paper presents an estimation model of the firm under endogenous productivity change. The model implies that (i) the so-far untreated effect stems from firms' planned efficiency responses to the competitive environment and that (ii) a suit- able proxy to productivity is investment interacted with a sector-level competition variable. An application to Brazilian manufacturing firm data shows that this proxy and multivariate extensions yield coefficient estimates with considerably less noise in bootstraps than alternative proxies, while reducing the difference to fixed-effects estimation and remedying commonly suspected biases. Whereas productivity change is measured consistently, scale economies are not identified when produc- tivity and price are endogenous.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by Department of Economics, UC San Diego in its series University of California at San Diego, Economics Working Paper Series with number qt0w02f5tw.
Date of creation: 01 Feb 2004
Date of revision:
Contact details of provider:
Postal: 9500 Gilman Drive, La Jolla, CA 92093-0508
Phone: (858) 534-3383
Fax: (858) 534-7040
Web page: http://www.escholarship.org/repec/ucsdecon/
More information through EDIRC
Other versions of this item:
- Marc-Andreas Muendler, 2004. "Estimating Production Functions When Productivity Change is Endogenous," CESifo Working Paper Series 1143, CESifo Group Munich.
- C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
- D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Mirta N.S. Bugarin & Roberto Ellery Jr & Victor Gomes & Arilton Teixeira, 2002. "The Brazilian Depression in the 1980s and 1990s," Computing in Economics and Finance 2002 338, Society for Computational Economics.
- Schmidt, Klaus M., 1996.
"Managerial Incentives and Product Market Competition,"
CEPR Discussion Papers
1382, C.E.P.R. Discussion Papers.
- Schmidt, Klaus M, 1997. "Managerial Incentives and Product Market Competition," Review of Economic Studies, Wiley Blackwell, vol. 64(2), pages 191-213, April.
- Tybout, James R. & Westbrook, M. Daniel, 1995. "Trade liberalization and the dimensions of efficiency change in Mexican manufacturing industries," Journal of International Economics, Elsevier, vol. 39(1-2), pages 53-78, August.
- Tor Jakob Klette & Zvi Griliches, 1994.
"The Inconsistency of Common Scales Estimators when Output Prices are Unobserved and Endogenous,"
127, Research Department of Statistics Norway.
- Klette, Tor Jakob & Griliches, Zvi, 1996. "The Inconsistency of Common Scale Estimators When Output Prices Are Unobserved and Endogenous," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(4), pages 343-61, July-Aug..
- Klette, T.J., 1992. "The Inconsistency of Common Scale Estimators when Output Prices are unobserved and Endogenous," Harvard Institute of Economic Research Working Papers 1586, Harvard - Institute of Economic Research.
- Tor Jakob Klette & Zvi Griliches, 1996. "The Inconsistency of Common Scale Estimators When Output Prices Are Unobserved and Engogenous," NBER Working Papers 4026, National Bureau of Economic Research, Inc.
- James Levinsohn, 1991.
"Testing the Imports-as-Market-Discipline Hypothesis,"
NBER Working Papers
3657, National Bureau of Economic Research, Inc.
- Levinsohn, James, 1993. "Testing the imports-as-market-discipline hypothesis," Journal of International Economics, Elsevier, vol. 35(1-2), pages 1-22, August.
- Levinsohn, J., 1991. "Testing the Imports-As-Market-Discipline Hypothesis," Working Papers 272, Research Seminar in International Economics, University of Michigan.
- Richard Blundell & Steve Bond, 1999.
"GMM estimation with persistent panel data: an application to production functions,"
IFS Working Papers
W99/04, Institute for Fiscal Studies.
- Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
- Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-97, November.
- Marc-Andreas Muendler, 2004.
"Trade, Technology, and Productivity: A Study of Brazilian Manufacturers, 1986-1998,"
CESifo Working Paper Series
1148, CESifo Group Munich.
- Muendler, Marc-Andreas, 2004. "Trade, Technology, and Productivity: A Study of Brazilian Manufacturers, 1986-1998," University of California at San Diego, Economics Working Paper Series qt6m96c2r7, Department of Economics, UC San Diego.
- Benjamin E. Hermalin, 1992.
"The Effects of Competition on Executive Behavior,"
RAND Journal of Economics,
The RAND Corporation, vol. 23(3), pages 350-365, Autumn.
- Hermalin, Benjamin E., 1991. "The Effects of Competition on Executive Behavior," Department of Economics, Working Paper Series qt7m13v5dd, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Benjamin E. Hermalin., 1991. "The Effects of Competition on Executive Behavior," Economics Working Papers 91-182, University of California at Berkeley.
- Tybout, James & de Melo, Jamie & Corbo, Vittorio, 1991.
"The effects of trade reforms on scale and technical efficiency : New evidence from Chile,"
Journal of International Economics,
Elsevier, vol. 31(3-4), pages 231-250, November.
- Tybout, James & de Melo, Jaime & Corbo, Vittorio, 1990. "The effects of trade reforms on scale and technical efficiency : new evidence from Chile," Policy Research Working Paper Series 481, The World Bank.
- Nickell, Stephen J, 1996.
"Competition and Corporate Performance,"
Journal of Political Economy,
University of Chicago Press, vol. 104(4), pages 724-46, August.
- Simeon Djankov & Bernard Hoekman, 2000. "Market discipline and corporate efficiency: evidence from Bulgaria," Canadian Journal of Economics, Canadian Economics Association, vol. 33(1), pages 190-212, February.
- Jan Boone, 2000.
"Competitive Pressure: The Effects on Investments in Product and Process Innovation,"
RAND Journal of Economics,
The RAND Corporation, vol. 31(3), pages 549-569, Autumn.
- Boone, J., 2000. "Competitive pressure: The effects on investments in product and process innovation," Open Access publications from Tilburg University urn:nbn:nl:ui:12-84400, Tilburg University.
- Pedro Cavalcanti Ferreira & JosÈ Luiz Rossi, 2003. "New Evidence from Brazil on Trade Liberalization and Productivity Growth," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(4), pages 1383-1405, November.
- Harrison, Ann E., 1994. "Productivity, imperfect competition and trade reform : Theory and evidence," Journal of International Economics, Elsevier, vol. 36(1-2), pages 53-73, February.
- Robert Breunig & Marn-Heong Wong, 2004.
"Australia's Firm-level Productivity - a New Perspective,"
Econometric Society 2004 Australasian Meetings
177, Econometric Society.
- Robert Breunig & Marn-Heong Wong, . "Australia's firm-level productivity -- a new perspective," Australasian Stata Users' Group Meetings 2004 2, Stata Users Group.
- Paz, Lourenco, 2012. "Trade liberalization and inter-industry productivity spillovers: an analysis of the 1989-1998 Brazilian trade liberalization episode," MPRA Paper 38859, University Library of Munich, Germany.
- 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.
- Doraszelski, Ulrich & Jaumandreu, Jordi, 2006.
"R&D and productivity: Estimating production functions when productivity is endogenous,"
1246, University Library of Munich, Germany.
- Doraszelski, Ulrich & Jaumandreu, Jordi, 2008. "R&D and Productivity: Estimating Production Functions when Productivity is Endogenous," CEPR Discussion Papers 6636, C.E.P.R. Discussion Papers.
- Ulrich Doraszelski & Jordi Jaumandreu, 2007. "R&D and productivity : estimating production functions when productivity is endogenous," Economics Working Papers we078652, Universidad Carlos III, Departamento de Economía.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Lisa Schiff).
If references are entirely missing, you can add them using this form.