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IT and Beyond: The Contribution of Heterogeneous Capital to Productivity

  • Wilson, Daniel J.

This article explores the relationship between capital composition and productivity using a unique, detailed dataset on firm investment in the United States in the late 1990s. I develop a methodology for estimating the separate effects of multiple capital types in a production function framework. I back out the implied marginal products of each capital type and compare these with rental price data. I find that although most capital types earned normal returns, information and communications technology capital goods had marginal products substantially above their rental prices. The article also provides evidence of complementarities and substitutabilities among capital types and between capital types and labor.

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File URL: http://pubs.amstat.org/doi/abs/10.1198/jbes.2009.0005
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Article provided by American Statistical Association in its journal Journal of Business and Economic Statistics.

Volume (Year): 27 (2009)
Issue (Month): ()
Pages: 52-70

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Handle: RePEc:bes:jnlbes:v:27:y:2009:p:52-70
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  1. Basu, Susanto & Fernald, John G., 1995. "Are apparent productive spillovers a figment of specification error?," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 165-188, August.
  2. G. Steven Olley & Ariel Pakes, 1992. "The Dynamics of Productivity in the Telecommunications Equipment Industry," NBER Working Papers 3977, National Bureau of Economic Research, Inc.
  3. Greenman, N. & Mairesse, J., 1996. "Computers and Productivity in France: Some Evidence," Monash Econometrics and Business Statistics Working Papers 15/96, Monash University, Department of Econometrics and Business Statistics.
  4. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," Review of Economic Studies, Oxford University Press, vol. 34(3), pages 249-283.
  5. Brynjolfsson, Erik & Hitt, Lorin M., 2004. "Computing Productivity: Firm-Level Evidence," Working papers 4210-01, Massachusetts Institute of Technology (MIT), Sloan School of Management.
  6. Mark Doms & Timothy Dunne, 1994. "Capital Adjustment Patterns in Manufacturing Plants," Working Papers 94-11, Center for Economic Studies, U.S. Census Bureau.
  7. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
  8. Glenn Ellison & Edward L. Glaeser, 1999. "The Geographic Concentration of Industry: Does Natural Advantage Explain Agglomeration?," Harvard Institute of Economic Research Working Papers 1862, Harvard - Institute of Economic Research.
  9. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
  10. Erik Brynjolfsson & Lorin Hitt, 1996. "Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending," Management Science, INFORMS, vol. 42(4), pages 541-558, April.
  11. Berndt, Ernst R. & Morrison, Catherine J., 1992. "High-tech capital formation and economic performance in U.S. manufacturing industries : an exploratory analysis," Working papers 3419-92., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  12. Francesco Caselli & Daniel J. Wilson, 2002. "Importing technology," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
  13. Daniel J. Wilson, 2004. "Investment behavior of U.S. firms over heterogeneous capital goods: a snapshot," Working Paper Series 2004-21, Federal Reserve Bank of San Francisco.
  14. David H. Autor & Frank Levy & Richard J. Murnane, 2001. "The Skill Content of Recent Technological Change: An Empirical Exploration," NBER Working Papers 8337, National Bureau of Economic Research, Inc.
  15. Brynjolfsson, Erik. & Hitt, Lorin M., 1994. "Information technology as a factor of production : the role of differences among firms," Working papers 3715-94. CCSTR ; #173., Massachusetts Institute of Technology (MIT), Sloan School of Management.
  16. Cummins, J.G. & Dey, M., 1998. "Taxation, Investment, and Firm Growth with Heterogeneous Capital," Working Papers 98-07, C.V. Starr Center for Applied Economics, New York University.
  17. S. Black & L. Lynch, 1997. "How to compete: the impact of workplace practices and information technology on productivity," LSE Research Online Documents on Economics 20298, London School of Economics and Political Science, LSE Library.
  18. Craig Burnside & Martin Eichenbaum & Sergio Rebelo, 1995. "Capital utilization and returns to scale," Working Paper Series, Macroeconomic Issues 95-5, Federal Reserve Bank of Chicago.
  19. Goolsbee, Austan, 2004. "Taxes and the quality of capital," Journal of Public Economics, Elsevier, vol. 88(3-4), pages 519-543, March.
  20. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  21. Dale W. Jorgenson & Kevin J. Stiroh, 2000. "Raising the Speed Limit: U.S. Economic Growth in the Information Age," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(1), pages 125-236.
  22. Surendra Gera & Wulong Wu & Frank C. Lee, 1999. "Information technology and productivity growth: an empirical analysis for Canada and the United States," Canadian Journal of Economics, Canadian Economics Association, vol. 32(2), pages 384-407, April.
  23. Randy Becker & John Haltiwanger & Ron Jarmin & Shawn Klimek & Dan Wilson, 2005. "Micro and Macro Data Integration: The Case of Capital," Working Papers 05-02, Center for Economic Studies, U.S. Census Bureau.
  24. Christopher L. House & Matthew D. Shapiro, 2008. "Temporary Investment Tax Incentives: Theory with Evidence from Bonus Depreciation," American Economic Review, American Economic Association, vol. 98(3), pages 737-68, June.
  25. Gordon, Robert J, 2000. "Does the 'New Economy' Measure up to the Great Inventions of the Past?," CEPR Discussion Papers 2607, C.E.P.R. Discussion Papers.
  26. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 117(1), pages 339-376.
  27. Jason G. Cummins & Kevin A. Hassett & R. Glenn Hubbard, 1994. "A Reconsideration of Investment Behavior Using Tax Reforms as Natural Experiments," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 25(2), pages 1-74.
  28. Susanto Basu, 1995. "Procyclical Productivity: Increasing Returns or Cyclical Utilization?," NBER Working Papers 5336, National Bureau of Economic Research, Inc.
  29. Baruch Lev & Suresh Radhakrishnan, 2003. "The Measurement of Firm-Specific Organization Capital," NBER Working Papers 9581, National Bureau of Economic Research, Inc.
  30. Stiroh, Kevin J, 2002. "Are ICT Spillovers Driving the New Economy?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(1), pages 33-57, March.
  31. Daniel J. Wilson, 2001. "Is embodied technology the result of upstream R&D? industry-level evidence," Working Paper Series 2001-17, Federal Reserve Bank of San Francisco.
  32. Donald Siegel & Zvi Griliches, 1992. "Purchased Services, Outsourcing, Computers, and Productivity in Manufacturing," NBER Chapters, in: Output Measurement in the Service Sectors, pages 429-460 National Bureau of Economic Research, Inc.
  33. Stephen D. Oliner & Daniel E. Sichel, 1994. "Computers and Output Growth Revisited: How Big Is the Puzzle?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 25(2), pages 273-334.
  34. Franklin M. Fisher, 1965. "Embodied Technical Change and the Existence of an Aggregate Capital Stock," Review of Economic Studies, Oxford University Press, vol. 32(4), pages 263-288.
  35. Bill Lehr & Frank Lichtenberg, 1999. "Information technology and its impact on firm-level productivity: evidence from government and private data sources, 1977-1993," Canadian Journal of Economics, Canadian Economics Association, vol. 32(2), pages 335-362, April.
  36. Chirinko, Robert S., 1993. "Multiple capital inputs, Q, and investment spending," Journal of Economic Dynamics and Control, Elsevier, vol. 17(5-6), pages 907-928.
  37. Bahk, Byong-Hong & Gort, Michael, 1993. "Decomposing Learning by Doing in New Plants," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 561-83, August.
  38. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
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