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Innovation, Reallocation and Growth

  • William Kerr

    (Harvard University)

  • Ufuk Akcigit

    (University of Pennsylvania)

  • Nicholas Bloom

    (Stanford University)

  • Daron Acemoglu

    (Massachusetts Institute of Technology)

We build a micro-founded model with endogenous firm innovation and growth. This enables us to examine the forces jointly driving innovation, productivity and reallocation. We estimate this using simulated methods of moments on detailed US Census micro data on output, R&D and patenting, obtaining a good fit to the micro-data. We also validate our model by showing a good fit between the predicted impact for R&D tax credits and skilled labor supply policies in our model to the actual data on previous episodes of these policies. Finally, we run a number of simulations on common industrial support policy. We find that a general entry subsidy increases growth rates by about 0.2%, but an R&D tax credit targeted at incumbent firms increases growth by almost 0.5%. In contrast, subsidizing fixed-costs of production helps to support failing incumbents, reducing entry by more innovative firms, and lowering growth by over 0.4%. This highlights the importance of evaluating the impact of industrial policies on both incumbents and potential entrants in a general equilibrium model.

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Paper provided by Society for Economic Dynamics in its series 2012 Meeting Papers with number 1137.

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Date of creation: 2012
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Handle: RePEc:red:sed012:1137
Contact details of provider: Postal: Society for Economic Dynamics Christian Zimmermann Economic Research Federal Reserve Bank of St. Louis PO Box 442 St. Louis MO 63166-0442 USA
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  1. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2012. "The Causal Effects of an Industrial Policy," CEP Discussion Papers dp01113, Centre for Economic Performance, LSE.
  2. McFadden, Daniel, 1989. "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration," Econometrica, Econometric Society, vol. 57(5), pages 995-1026, September.
  3. Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," UWO Department of Economics Working Papers 8904, University of Western Ontario, Department of Economics.
  4. Natarajan Balasubramanian & Jagadeesh Sivadasan, 2011. "What Happens When Firms Patent? New Evidence from U.S. Economic Census Data," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 126-146, February.
  5. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
  6. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-50, September.
  7. Chad Syverson, 2010. "What Determines Productivity?," NBER Working Papers 15712, National Bureau of Economic Research, Inc.
  8. John C. Haltiwanger & Ron S. Jarmin & Javier Miranda, 2010. "Who Creates Jobs? Small vs. Large vs. Young," NBER Working Papers 16300, National Bureau of Economic Research, Inc.
  9. Hall, B. & Jaffe, A. & Trajtenberg, M., 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," Papers 2001-29, Tel Aviv.
  10. Zvi Griliches, 1990. "Patent Statistics as Economic Indicators: A Survey," NBER Working Papers 3301, National Bureau of Economic Research, Inc.
  11. 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.
  12. Cohen, Wesley M & Klepper, Steven, 1992. "The Anatomy of Industry R&D Intensity Distributions," American Economic Review, American Economic Association, vol. 82(4), pages 773-99, September.
  13. Marco Corsino & Giuseppe Espa & Rocco Micciolo, 2011. "R&D, firm size and incremental product innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(5), pages 423-443.
  14. Ufuk Akcigit & William R. Kerr, 2010. "Growth Through Heterogeneous Innovations," NBER Working Papers 16443, National Bureau of Economic Research, Inc.
  15. 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).
  16. 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.
  17. William Kerr & Shihe Fu, 2008. "The survey of industrial R&D—patent database link project," The Journal of Technology Transfer, Springer, vol. 33(2), pages 173-186, April.
  18. Lee, Chang-Yang & Sung, Taeyoon, 2005. "Schumpeter's legacy: A new perspective on the relationship between firm size and R&D," Research Policy, Elsevier, vol. 34(6), pages 914-931, August.
  19. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-70, May.
  20. Lucia Foster & John Haltiwanger & C. J. Krizan, 2006. "Market Selection, Reallocation, and Restructuring in the U.S. Retail Trade Sector in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 748-758, November.
  21. 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.
  22. Nicolas Serrano-Velarde & Douglas Hanley & Ufuk Akcigit, 2012. "Back to Basics: Basic Research Spillovers, Innovation Policy and Growth," 2012 Meeting Papers 665, Society for Economic Dynamics.
  23. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-84, August.
  24. Charles I. Jones, 2011. "Misallocation, Economic Growth, and Input-Output Economics," NBER Working Papers 16742, National Bureau of Economic Research, Inc.
  25. Chang-Tai Hsieh & Peter J Klenow, 2008. "Misallocation and Manufacturing TFP in China and India," 2008 Meeting Papers 121, Society for Economic Dynamics.
  26. Xu Yi & Nezih Guner & Gustavo Ventura, 2005. "Macroeconomic Implications of Size Dependent Policies," 2005 Meeting Papers 530, Society for Economic Dynamics.
  27. Foster, Lucia & Haltiwanger, John C. & Syverson, Chad, 2005. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," IZA Discussion Papers 1705, Institute for the Study of Labor (IZA).
  28. Ericson, Richard & Pakes, Ariel, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," Review of Economic Studies, Wiley Blackwell, vol. 62(1), pages 53-82, January.
  29. Austan Goolsbee, 1998. "Does Government R&D Policy Mainly Benefit Scientists and Engineers?," NBER Working Papers 6532, National Bureau of Economic Research, Inc.
  30. Richard J. Rosen, 1988. "Research and development with asymmetric firm sizes," Finance and Economics Discussion Series 17, Board of Governors of the Federal Reserve System (U.S.).
  31. Tether, B. S., 1998. "Small and large firms: sources of unequal innovations?," Research Policy, Elsevier, vol. 27(7), pages 725-745, November.
  32. Samuel Kortum & Josh Lerner, 2000. "Assessing the Contribution of Venture Capital to Innovation," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 674-692, Winter.
  33. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages S71-102, October.
  34. Paul M Romer, 1999. "Increasing Returns and Long-Run Growth," Levine's Working Paper Archive 2232, David K. Levine.
  35. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-51, July.
  36. Lucia Foster & Cheryl Grim, 2010. "Characteristics of the Top R&D Performing Firms in the U.S.: Evidence from the Survey of Industrial R&D," Working Papers 10-33, Center for Economic Studies, U.S. Census Bureau.
  37. Zoltan Acs & David Audretsch, 1990. "Innovation and Small Firms," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011131, June.
  38. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth Through Creative Destruction," Scholarly Articles 12490578, Harvard University Department of Economics.
  39. Acs, Zoltan J & Audretsch, David B, 1988. "Innovation in Large and Small Firms: An Empirical Analysis," American Economic Review, American Economic Association, vol. 78(4), pages 678-90, September.
  40. Hall, Bronwyn H & Ziedonis, Rosemarie Ham, 2001. "The Patent Paradox Revisited: An Empirical Study of Patenting in the U.S. Semiconductor Industry, 1979-1995," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 101-28, Spring.
  41. Daniel J. Wilson, 2009. "Beggar Thy Neighbor? The In-State, Out-of-State, and Aggregate Effects of R&D Tax Credits," The Review of Economics and Statistics, MIT Press, vol. 91(2), pages 431-436, May.
  42. repec:fth:harver:1473 is not listed on IDEAS
  43. Leonid Kogan & Dimitris Papanikolaou & Amit Seru & Noah Stoffman, 2012. "Technological Innovation, Resource Allocation, and Growth," NBER Working Papers 17769, National Bureau of Economic Research, Inc.
  44. Pakes, Ariel & Pollard, David, 1989. "Simulation and the Asymptotics of Optimization Estimators," Econometrica, Econometric Society, vol. 57(5), pages 1027-57, September.
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