IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Log in (now much improved!) to save this paper

Growth through Experimentation

  • Markus Poschke

    (McGill University)

  • Alain Gabler

    (Université Laval)

Recent empirical research has documented the importance of shocks to firm- specific productivity, but has provided only limited evidence on their sources. This paper proposes and analyzes purposeful experimentation by firms as a source of such shocks and models industry dynamics in such a setting. We thereby make two contributions. The first is conceptual and consists in providing a microfoundation to the stochastic process for firm-level productivity typically specified in the macroeconomic literature with firm heterogeneity. The second consists in quantifying the importance of experimentation for aggregate productivity growth to which experimentation, as a generalized form of R&D, contributes. We show that in a setting that allows for growth through experimentation, through market selection among firms and because of other sources, 45% of aggregate productivity growth can be attributed to experimentation. As a consequence, allocative distortions may not just reduce the level of productivity, but also have a substantial effect on growth rates.

If 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.

File URL: https://economicdynamics.org/meetpapers/2011/paper_643.pdf
Download Restriction: no

Paper provided by Society for Economic Dynamics in its series 2011 Meeting Papers with number 643.

as
in new window

Length:
Date of creation: 2011
Date of revision:
Handle: RePEc:red:sed011:643
Contact details of provider: Postal:
Society for Economic Dynamics Marina Azzimonti Department of Economics Stonybrook University 10 Nicolls Road Stonybrook NY 11790 USA

Web page: http://www.EconomicDynamics.org/
Email:


More information through EDIRC

References listed on IDEAS
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.:

as in new window
  1. Haltiwanger, John & Jarmin, Ron & Schank, Thorsten, 2003. "Productivity, investment in ICT and market experimentation: micro evidence from Germany und the US," Discussion Papers 19, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
  2. Roberto M. Samaniego, 2006. "Employment Protection and High-Tech Aversion," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(2), pages 224-241, April.
  3. Lentz, Rasmus & Mortensen, Dale T., 2005. "An Empirical Model of Growth Through Product Innovation," IZA Discussion Papers 1685, Institute for the Study of Labor (IZA).
  4. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-58, February.
  5. Chang, Tai Hsieh & Peter, J- Klenow, 2007. "Misallocation and manufacturing TFP in China and India," MPRA Paper 35084, University Library of Munich, Germany, revised 15 Jun 2007.
  6. Markus Poschke, 2007. "Employment protection, firm selection, and growth," 2007 Meeting Papers 389, Society for Economic Dynamics.
  7. Rui Castro & Gian Luca Clementi & Yoonsoo Lee, 2008. "Cross-sectoral variation in firm-level idiosyncratic risk," Working Paper 0812, Federal Reserve Bank of Cleveland.
  8. Steven Davis & R Jason Faberman & John Haltiwanger & Ron Jarmin & Javier Miranda, 2008. "Business Volatility, Job Destruction, and Unemployment," Working Papers 08-26, Center for Economic Studies, U.S. Census Bureau.
  9. Cripps, Martin & Keller, Godfrey & Rady, Sven, 2003. "Strategic Experimentation with Exponential Bandits," Discussion Papers in Economics 4, University of Munich, Department of Economics.
  10. 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.
  11. Geroski, P. A., 1995. "What do we know about entry?," International Journal of Industrial Organization, Elsevier, vol. 13(4), pages 421-440, December.
  12. Alvarez, Fernando & Veracierto, Marcelo, 2001. "Severance payments in an economy with frictions," Journal of Monetary Economics, Elsevier, vol. 47(3), pages 477-498, June.
  13. Klette, Tor Jakob & Kortum, Samuel S, 2002. "Innovating Firms and Aggregate Innovation," CEPR Discussion Papers 3248, C.E.P.R. Discussion Papers.
  14. Xu Yi & Nezih Guner & Gustavo Ventura, 2005. "Macroeconomic Implications of Size Dependent Policies," 2005 Meeting Papers 530, Society for Economic Dynamics.
  15. Thomas J Holmes & David K Levine & James A Schmitz Jr, 2008. "Monopoly and the Incentive to Innovate When Adoption Involves Switchover Disruptions," Levine's Working Paper Archive 122247000000001920, David K. Levine.
  16. Levon Barseghyan, 2008. "Entry costs and cross-country differences in productivity and output," Journal of Economic Growth, Springer, vol. 13(2), pages 145-167, June.
  17. Christian Broda & David E. Weinstein, 2007. "Product Creation and Destruction: Evidence and Price Implications," NBER Working Papers 13041, National Bureau of Economic Research, Inc.
  18. John Y. Campbell & Martin Lettau & Burton G. Malkiel & Yexiao Xu, 2000. "Have Individual Stocks Become More Volatile? An Empirical Exploration of Idiosyncratic Risk," NBER Working Papers 7590, National Bureau of Economic Research, Inc.
  19. Samuel S. Kortum, 1997. "Research, Patenting, and Technological Change," Econometrica, Econometric Society, vol. 65(6), pages 1389-1420, November.
  20. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-70, May.
  21. Patrick Francois & Huw Lloyd-Ellis, 2003. "Animal Spirits Through Creative Destruction," American Economic Review, American Economic Association, vol. 93(3), pages 530-550, June.
  22. Robert Mcguckin & Mary Streitwieser & Mark Doms, 1998. "The Effect Of Technology Use On Productivity Growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(1), pages 1-26.
  23. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, Oxford University Press, vol. 124(4), pages 1403-1448.
  24. John Sutton, 1997. "Gibrat's Legacy," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 40-59, March.
  25. Baldwin,John R. & Gorecki,Paul, 1995. "The Dynamics of Industrial Competition," Cambridge Books, Cambridge University Press, number 9780521465618, November.
  26. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, 05.
  27. Hernan J. Moscoso Boedo & Toshihiko Mukoyama, 2011. "Evaluating the Effects of Entry Regulations and Firing Costs on International Income Differences," Virginia Economics Online Papers 379, University of Virginia, Department of Economics.
  28. Bronwyn H. Hall, 1986. "The Relationship Between Firm Size and Firm Growth in the U.S. Manufacturing Sector," NBER Working Papers 1965, National Bureau of Economic Research, Inc.
  29. Richard E. Caves, 1998. "Industrial Organization and New Findings on the Turnover and Mobility of Firms," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1947-1982, December.
  30. Evans, David S., 1986. "The Relationship Between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Working Papers 86-33, C.V. Starr Center for Applied Economics, New York University.
  31. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2006. "Managerial incentives and risk-taking," Journal of Financial Economics, Elsevier, vol. 79(2), pages 431-468, February.
  32. Schivardi, Fabiano & Torrini, Roberto, 2008. "Identifying the effects of firing restrictions through size-contingent differences in regulation," Labour Economics, Elsevier, vol. 15(3), pages 482-511, June.
  33. Alain Gabler & Omar Licandro, 2007. "Endogenous Growth through Selection and Imitation," Economics Working Papers ECO2007/26, European University Institute.
  34. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-50, September.
  35. Erzo G. J. Luttmer, 2007. "Selection, Growth, and the Size Distribution of Firms," The Quarterly Journal of Economics, Oxford University Press, vol. 122(3), pages 1103-1144.
  36. Hopenhayn, Hugo & Rogerson, Richard, 1993. "Job Turnover and Policy Evaluation: A General Equilibrium Analysis," Journal of Political Economy, University of Chicago Press, vol. 101(5), pages 915-38, October.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:red:sed011:643. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Christian Zimmermann)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.