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How and why do Firms differ?

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How do firms differ, and why do they differ even within narrowly defined industries? Using evidence from six high-tech, manufacturing industries covering a 24-year period, we show that differences in sales, materials, labor costs and capital across firms can largely be summarized by a single, firm-specific, dynamic factor, which we label efficiency in the light of our structural model. The model contains the complete system of supply and factor demand equations. It suggests that efficiency is strongly linked to profitability and firm size, but it is unrelated to labor productivity. Our second task is to understand the origin and evolution of the differences in efficiency. Among the firms established within the 24-year period that we consider, permanent differences in efficiency dominate over differences generated by firm-specific, cumulated innovations.

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  • Tor Jakob Klette & Arvid Raknerud, 2002. "How and why do Firms differ?," Discussion Papers 320, Statistics Norway, Research Department.
    • Handle: RePEc:ssb:dispap:320
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    1. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    2. Boyan Jovanovic & Peter L. Rousseau, 2000. "Vintage organization capital," Proceedings, Federal Reserve Bank of San Francisco, issue Apr.
    3. Zvi Griliches & Jacques Mairesse, 1995. "Production Functions: The Search for Identification," NBER Working Papers 5067, National Bureau of Economic Research, Inc.
    4. Pakes, Ariel & Ericson, Richard, 1998. "Empirical Implications of Alternative Models of Firm Dynamics," Journal of Economic Theory, Elsevier, vol. 79(1), pages 1-45, March.
    5. Klette, Tor Jakob & Griliches, Zvi, 2000. "Empirical Patterns of Firm Growth and R&D Investment: A Quality Ladder Model Interpretation," Economic Journal, Royal Economic Society, vol. 110(463), pages 363-387, April.
    6. Milgrom, Paul & Roberts, John, 1995. "The Economics of Modern Manufacturing: Reply," American Economic Review, American Economic Association, vol. 85(4), pages 997-999, September.
    7. Robert Moffitt & John Fitzgerald & Peter Gottschalk, 1999. "Sample Attrition in Panel Data: The Role of Selection on Observables," Annals of Economics and Statistics, GENES, issue 55-56, pages 129-152.
    8. John Sutton, 1997. "Gibrat's Legacy," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 40-59, March.
    9. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    10. Erik Biørn & Tor Jakob Klette, 1994. "Errors in Variables and Panel Data: The Labour Demand Response to Permanent Changes in Output," Discussion Papers 125, Statistics Norway, Research Department.
    11. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    12. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    13. Val Eugene Lambson, 1992. "Competitive Profits in the Long Run," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(1), pages 125-142.
    14. Leamer, Edward E., 1983. "Model choice and specification analysis," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 1, chapter 5, pages 285-330, Elsevier.
    15. 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.
    16. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    17. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    18. John M. Abowd & Bruno Crepon & Francis Kramarz, 1997. "Moment Estimation with Attrition," NBER Technical Working Papers 0214, National Bureau of Economic Research, Inc.
    19. repec:adr:anecst:y:1999:i:55-56:p:05 is not listed on IDEAS
    20. Tor Jakob Klette & Samuel Kortum, 2004. "Innovating Firms and Aggregate Innovation," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 986-1018, October.
    21. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    22. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    23. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-2132, December.
    24. Daniel Holbrook & Wesley M. Cohen & David A. Hounshell & Steven Klepper, 2000. "The nature, sources, and consequences of firm differences in the early history of the semiconductor industry," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1017-1041, October.
    25. Klepper, Steven, 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," American Economic Review, American Economic Association, vol. 86(3), pages 562-583, June.
    26. Heckman, James J, 1991. "Identifying the Hand of the Past: Distinguishing State Dependence from Heterogeneity," American Economic Review, American Economic Association, vol. 81(2), pages 75-79, May.
    27. Quah, Danny, 1993. " Galton's Fallacy and Tests of the Convergence Hypothesis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 95(4), pages 427-443, December.
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    Cited by:

    1. Katayama, Hajime & Lu, Shihua & Tybout, James R., 2009. "Firm-level productivity studies: Illusions and a solution," International Journal of Industrial Organization, Elsevier, vol. 27(3), pages 403-413, May.
    2. Hoveid, Oyvind & Raknerud, A., 2008. "Dynamics of income, wealth and capital in Norwegian farm household accounts: A state-space model," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44461, European Association of Agricultural Economists.
    3. Şeker, Murat, 2012. "A structural model of firm and industry evolution: Evidence from Chile," Journal of Economic Dynamics and Control, Elsevier, vol. 36(6), pages 891-913.
    4. Annegrete Bruvoll & Torstein Bye & Jan Larsson & Kjetil Telle, 2003. "Technological changes in the pulp and paper industry and the role of uniform versus selective environmental policy," Discussion Papers 357, Statistics Norway, Research Department.
    5. Hans Lööf, 2011. "R&D-Persistency, Metropolitan Externalities and Productivity," ERSA conference papers ersa11p1396, European Regional Science Association.
    6. Haijime Katayama & Shihua Lu & James Tybout, 2003. "Why Plant-Level Productivity Studies are Often Misleading, and an Alternative Approach to Interference," NBER Working Papers 9617, National Bureau of Economic Research, Inc.

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    More about this item

    Keywords

    efficiency; firm heterogeneity; labor productivity; intrinsic differences; firm-specific innovations; state space models; maximum likelihood.;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory

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