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Research Note ---Does Technological Progress Alter the Nature of Information Technology as a Production Input? New Evidence and New Results

Author

Listed:
  • Paul Chwelos

    (Sauder School of Business, University of British Columbia, Vancouver, British Columbia V6T 1Z2, Canada)

  • Ronald Ramirez

    (Business School, University of Colorado Denver, Denver, Colorado 80217)

  • Kenneth L. Kraemer

    (Personal Computing Industry Center, University of California, Irvine, Irvine, California 92697)

  • Nigel P. Melville

    (Stephen M. Ross School of Business, University of Michigan, Ann Arbor, Michigan 48109)

Abstract

Prior research at the firm level finds information technology (IT) to be a net substitute for both labor and non-IT capital inputs. However, it is unclear whether these results hold, given recent IT innovations and continued price declines. In this study we extend prior research to examine whether these input relationships have evolved over time. First, we introduce new price indexes to account for varying technological progress across different types of IT hardware. Second, we use the rental price methodology to measure capital in terms of the flow of services provided. Finally, we use hedonic methods to extend our IT measures to 1998, enabling analysis spanning the emergence of the Internet. Analyzing approximately 9,800 observations from over 800 Fortune 1,000 firms for the years 1987--1998, we find firm demand for IT to be elastic for decentralized IT and inelastic for centralized IT. Moreover, Allen Elasticity of Substitution estimates confirm that through labor substitution, the increasing factor share of IT comes at the expense of labor. Last, we identify a complementary relationship between IT and ordinary capital, suggesting an evolution in this relationship as firms have shifted to more decentralized organizational forms. We discuss these results in terms of prior research, suggest areas of future research, and discuss managerial implications.*This paper is dedicated to the memory of Paul Chwelos, respected colleague and dear friend.

Suggested Citation

  • Paul Chwelos & Ronald Ramirez & Kenneth L. Kraemer & Nigel P. Melville, 2010. "Research Note ---Does Technological Progress Alter the Nature of Information Technology as a Production Input? New Evidence and New Results," Information Systems Research, INFORMS, vol. 21(2), pages 392-408, June.
  • Handle: RePEc:inm:orisre:v:21:y:2010:i:2:p:392-408
    DOI: 10.1287/isre.1090.0229
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    References listed on IDEAS

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    1. repec:ucp:bknber:9780226304557 is not listed on IDEAS
    2. John Van Reenen, 2006. "The Growth of Network Computing: Quality-Adjusted Price Changes for Network Servers," Economic Journal, Royal Economic Society, vol. 116(509), pages 29-44, February.
    3. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    4. Timothy J. Sturgeon, 2002. "Modular production networks: a new American model of industrial organization," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(3), pages 451-496, June.
    5. Doms, Mark & Forman, Chris, 2005. "Prices for local area network equipment," Information Economics and Policy, Elsevier, vol. 17(3), pages 365-388, July.
    6. Sanjeev Dewan & Kenneth L. Kraemer, 2000. "Information Technology and Productivity: Evidence from Country-Level Data," Management Science, INFORMS, vol. 46(4), pages 548-562, April.
    7. William D. Nordhaus, 2002. "Productivity Growth and the New Economy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 33(2), pages 211-265.
    8. Erik Brynjolfsson, 1996. "The Contribution of Information Technology to Consumer Welfare," Information Systems Research, INFORMS, vol. 7(3), pages 281-300, September.
    9. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    10. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    11. Olivier Grandville, 1997. "Curvature and the elasticity of substitution: Straightening it out," Journal of Economics, Springer, vol. 66(1), pages 23-34, February.
    12. Ana M. Aizcorbe & Kenneth Flamm & Anjum Khurshid, 2002. "The role of semiconductor inputs in IT hardware price decline: computers vs. communications," Finance and Economics Discussion Series 2002-37, Board of Governors of the Federal Reserve System (U.S.).
    13. Paul Chwelos, 2003. "Approaches to performance measurement in hedonic analysis: Price indexes for laptop computers in the 1990's," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(3), pages 199-224.
    14. Ernst R. Berndt & Neal J. Rappaport, 2001. "Price and Quality of Desktop and Mobile Personal Computers: A Quarter-Century Historical Overview," American Economic Review, American Economic Association, vol. 91(2), pages 268-273, May.
    15. 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.
    16. Apostolakis, Bobby E., 1990. "Energy--capital substitutability/ complementarity : The dichotomy," Energy Economics, Elsevier, vol. 12(1), pages 48-58, January.
    17. Igal Hendel, 1999. "Estimating Multiple-Discrete Choice Models: An Application to Computerization Returns," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 423-446.
    18. Kevin J. Stiroh, 2002. "Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say?," American Economic Review, American Economic Association, vol. 92(5), pages 1559-1576, December.
    19. Robert J. Gordon, 1990. "The Measurement of Durable Goods Prices," NBER Books, National Bureau of Economic Research, Inc, number gord90-1, March.
    20. Sinan Aral & Peter Weill, 2007. "IT Assets, Organizational Capabilities, and Firm Performance: How Resource Allocations and Organizational Differences Explain Performance Variation," Organization Science, INFORMS, vol. 18(5), pages 763-780, October.
    21. Jack Triplett, 2004. "Handbook on Hedonic Indexes and Quality Adjustments in Price Indexes: Special Application to Information Technology Products," OECD Science, Technology and Industry Working Papers 2004/9, OECD Publishing.
    22. Hyunbae Chun & Sung-Bae Mun, 2006. "Substitutability and Accumulation of Information Technology Capital in U.S. Industries," Southern Economic Journal, John Wiley & Sons, vol. 72(4), pages 1002-1015, April.
    23. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    24. 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.
    25. Pollak, Robert A & Sickles, Robin C & Wales, Terence J, 1984. "The CES-Translog: Specification and Estimation of a New Cost Function," The Review of Economics and Statistics, MIT Press, vol. 66(4), pages 602-607, November.
    26. Brent R. Moulton, 2001. "The Expanding Role of Hedonic Methods in the Official Statistics of the United States," BEA Papers 0018, Bureau of Economic Analysis.
    27. Jeffrey T. Prince, 2008. "Repeat Purchase amid Rapid Quality Improvement: Structural Estimation of Demand for Personal Computers," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 17(1), pages 1-33, March.
    28. Sanjeev Dewan & Chung-ki Min, 1997. "The Substitution of Information Technology for Other Factors of Production: A Firm Level Analysis," Management Science, INFORMS, vol. 43(12), pages 1660-1675, December.
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