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Zvi Griliches and the Economics of Technology Diffusion: Adoption of Innovations, Investment Lags, and Productivity Growth

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  • Paul A. David

    (Department of Economics, Stanford University)

Abstract

The first version of this paper was presented to the Conference on R&D, Education and Productivity, held in Memory of Zvi Griliches (1930 –1999) on 25-27th, August 2003 at Carr? des Sciences, Ministère de la Recherche, Paris, France. Gabriel Goddard furnished characteristically swift and accurate assistance with the simulations (and the graphics based upon them) that appear here (in Section 4). I am grateful to Wesley Cohen for his perceptive discussion of the conference version. In revising it for publication I have benefited also from the comments of Bronwyn Hall (particularly those clarifying several points regarding Griliches’ redirection of his empirical research toward aspects of technological change and productivity other than diffusion), and from the many suggestions for restructuring the paper that I received from two anonymous referees. Subsequent presentations of the material to the MERIT Workshop on Information Technology and New Industry and Labour Market Dynamics (held on 3-4 June 2004) at the University of Maastricht, and at the seminar of the Eindhoven Centre for Innovation Studies (on 17 November 2004) at Eindhoven University of Technology, provided stimuli to make still other improvements. Later conversations with H. Peyton Young on the general class “heterogeneous threshold” models of adoption have contributed to the paper’s present exposition of the challenges posed to empirical identification of alternative diffusion mechanisms. Lastly, but not least, the wise counsel and extraordinary patience of the editors, Jacques Mairesse and Manuel Trajtenberg, has been vital in bringing the paper to its present state. I am indebted to all those who have offered their help and insist that none should be held to blame for whatever defects and deficiencies remain.

Suggested Citation

  • Paul A. David, 2011. "Zvi Griliches and the Economics of Technology Diffusion: Adoption of Innovations, Investment Lags, and Productivity Growth," Discussion Papers 10-029, Stanford Institute for Economic Policy Research.
  • Handle: RePEc:sip:dpaper:10-029
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    1. repec:oxf:wpaper:303 is not listed on IDEAS
    2. Joseph Farrell & Garth Saloner, 1985. "Standardization, Compatibility, and Innovation," RAND Journal of Economics, The RAND Corporation, vol. 16(1), pages 70-83, Spring.
    3. Arthur, W Brian, 1989. "Competing Technologies, Increasing Returns, and Lock-In by Historical Events," Economic Journal, Royal Economic Society, vol. 99(394), pages 116-131, March.
    4. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    5. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    6. Jensen, Richard, 1982. "Adoption and diffusion of an innovation of uncertain profitability," Journal of Economic Theory, Elsevier, vol. 27(1), pages 182-193, June.
    7. Rodolfo E. Manuelli & Ananth Seshadri, 2014. "Frictionless Technology Diffusion: The Case of Tractors," American Economic Review, American Economic Association, vol. 104(4), pages 1368-1391, April.
    8. Whatley, Warren C., 1987. "Southern Agrarian Labor Contracts as Impediments to Cotton Mechanization," The Journal of Economic History, Cambridge University Press, vol. 47(1), pages 45-70, March.
    9. Bronwyn H. Hall & Beethika Khan, 2003. "Adoption of New Technology," NBER Working Papers 9730, National Bureau of Economic Research, Inc.
    10. 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, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    11. David, Paul A. & Olsen, Trond E., 1984. "Anticipated Automation: A Rational Expectations Model of Technological Diffusion," CEPR Publications 244424, Stanford University, Center for Economic Policy Research.
    12. Granovetter, Mark & Soong, Roland, 1986. "Threshold models of interpersonal effects in consumer demand," Journal of Economic Behavior & Organization, Elsevier, vol. 7(1), pages 83-99, March.
    13. Martin L. Weitzman, 1998. "Recombinant Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(2), pages 331-360.
    14. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67, pages 297-297.
    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. Paul S. Adler & Kim B. Clark, 1991. "Behind the Learning Curve: A Sketch of the Learning Process," Management Science, INFORMS, vol. 37(3), pages 267-281, March.
    17. Bass, Frank M, 1980. "The Relationship between Diffusion Rates, Experience Curves, and Demand Elasticities for Consumer Durable Technological Innovations," The Journal of Business, University of Chicago Press, vol. 53(3), pages 51-67, July.
    18. Alan B. Krueger & Timothy Taylor, 2000. "An Interview with Zvi Griliches," Journal of Economic Perspectives, American Economic Association, vol. 14(2), pages 171-189, Spring.
    19. Musoke, Moses S., 1981. "Mechanizing cotton production in the American south: The tractor, 1915-1960," Explorations in Economic History, Elsevier, vol. 18(4), pages 347-375, November.
    20. Griliches, Zvi & Regev, Haim, 1995. "Firm productivity in Israeli industry 1979-1988," Journal of Econometrics, Elsevier, vol. 65(1), pages 175-203, January.
    21. Stoneman, Paul & Kwon, Myung-Joong, 1994. "The Diffusion of Multiple Process Technologies," Economic Journal, Royal Economic Society, vol. 104(423), pages 420-431, March.
    22. Zvi Griliches, 1998. "Productivity, R&D, and the Data Constraint," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 347-374, National Bureau of Economic Research, Inc.
    23. Cabral, Luis M. B., 1990. "On the adoption of innovations with 'network' externalities," Mathematical Social Sciences, Elsevier, vol. 19(3), pages 299-308, June.
    24. Griliches, Zvi, 1980. "Hybrid Corn Revisited: A Reply," Econometrica, Econometric Society, vol. 48(6), pages 1463-1465, September.
    25. Stoneman, Paul L & David, Paul A, 1986. "Adoption Subsidies vs Information Provision as Instruments of Technology Policy," Economic Journal, Royal Economic Society, vol. 96(380a), pages 142-150, Supplemen.
    26. Arthur Diamond, 2004. "Zvi Griliches's contributions to the economics of technology and growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(4), pages 365-397.
    27. Universities-National Bureau Committee for Economic Research & Committee on Economic Growth of the Social Science Research Council, 1962. "The Rate and Direction of Inventive Activity: Economic and Social Factors," NBER Books, National Bureau of Economic Research, Inc, number univ62-1, March.
    28. David, Paul A. & Olsen, Trond E., 1992. "Technology adoption, learning spillovers, and the optimal duration of patent-based monopolies," International Journal of Industrial Organization, Elsevier, vol. 10(4), pages 517-543, December.
    29. Chris Forman & Avi Goldfarb & Shane Greenstein, 2003. "How did Location Affect Adoption of the Commercial Internet? Global Village, Urban Density, and Industry Composition," NBER Working Papers 9979, National Bureau of Economic Research, Inc.
    30. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, December.
    31. Warren C. Whatley, 1985. "A History of Mechanization in the Cotton South: The Institutional Hypothesis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(4), pages 1191-1215.
    32. Hall, Bronwyn H & Griliches, Zvi & Hausman, Jerry A, 1986. "Patents and R and D: Is There a Lag?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(2), pages 265-283, June.
    33. Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1, March.
    34. Katz, Michael L & Shapiro, Carl, 1986. "Technology Adoption in the Presence of Network Externalities," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 822-841, August.
    35. Stoneman, P & Ireland, N J, 1983. "The Role of Supply Factors in the Diffusion of New Process Technology," Economic Journal, Royal Economic Society, vol. 93(369a), pages 66-78, Supplemen.
    36. Nile W. Hatch & David C. Mowery, 1998. "Process Innovation and Learning by Doing in Semiconductor Manufacturing," Management Science, INFORMS, vol. 44(11-Part-1), pages 1461-1477, November.
    37. Ireland, N & Stoneman, P, 1986. "Technological Diffusion, Expectations and Welfare," Oxford Economic Papers, Oxford University Press, vol. 38(2), pages 283-304, July.
    38. Edward K. Y. Chen, 1983. "The Diffusion of Technology," Palgrave Macmillan Books, in: Multinational Corporations, Technology and Employment, chapter 4, pages 69-93, Palgrave Macmillan.
    39. Rosenberg, Nathan, 1972. "Factors affecting the diffusion of technology," Explorations in Economic History, Elsevier, vol. 10(1), pages 3-33.
    40. Dixon, Robert J, 1980. "Hybrid Corn Revisited," Econometrica, Econometric Society, vol. 48(6), pages 1451-1461, September.
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    More about this item

    Keywords

    technology adoption; innovations; diffusion; learning-by-doing; adopter heterogeneity; contagion model; threshold model; aggregate productivity change;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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