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Zvi Griliches and the Economics of Technology Diffusion: Linking innovation adoption, lagged investments, and productivity growth

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  • Paul A. David

    (Stanford University)

Abstract

The scientific legacy of Zvi Griliches' contribution to the economic analysis of the diffusion of technological innovations is the subject of this paper. It begins with an examination of the relationship between Griliches' pioneering empirical work on the introduction and adoption of hybrid corn and the subsequent development of theoretical models and econometric research on the microeconomic determinants of diffusion. Next, it formalizes the way that the dynamics of diffusion observed at the aggregate level is shaped by structural conditions at the micro-level – on both the supply and the demand sides of the market for products embodying technological innovations, both of which were addressed by Griliches (1957). It then points out the reflections of those processes in lagged behavior of aggregate investment in durable capital-embodied innovations – often regarded as an independent subject of Griliches' analytical and econometric research. The latter connection, and its link with productivity changes stemming from embodied technical change, are made explicit by the model of micro-to-macro relationships affecting the total factor productivity (TFP) growth rate that is presented in the third major section of the paper (and the Appendix). The three foregoing dynamic phenomena - diffusion, durable investment lags, and TFP growth – were the topics of Griliches' three most widely cited journal articles, respectively. The connections among them have not been generally noticed by economists, and, indeed they remained implicit in his writings until late in his career, when he emphasized the diffusion-productivity nexus as a key proximate determinant of the pace of economic growth – a perception whose importance remains insufficiently appreciated in current policy discussions that focus attention on "innovation" as the driver of intensive growth. Having directed attention to the microeconomics of technology adoption underlying the 'transitions' during which the diffusion of major innovations generate surges in innovation-embodying capital formation, and to the consequent waves in the TFP growth rate at the industry and sectoral levels, should be seen as prominent among the important and enduring contributions that Zvi Griliches made to modern economics.

Suggested Citation

  • Paul A. David, 2015. "Zvi Griliches and the Economics of Technology Diffusion: Linking innovation adoption, lagged investments, and productivity growth," Discussion Papers 15-005, Stanford Institute for Economic Policy Research.
  • Handle: RePEc:sip:dpaper:15-005
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    References listed on IDEAS

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    1. Paul A. David, "undated". "Zvi Griliches and the Economics of Technology Diffusion: Adoption of Innovations, Investment Lags, and Productivity Growth," Discussion Papers 09-016, Stanford Institute for Economic Policy Research, revised Mar 2010.
    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. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    4. Bronwyn H. Hall & Zvi Griliches & Jerry A. Hausman, 1984. "Patents and R&D: Is There A Lag?," NBER Working Papers 1454, National Bureau of Economic Research, Inc.
    5. Ireland, N & Stoneman, P, 1986. "Technological Diffusion, Expectations and Welfare," Oxford Economic Papers, Oxford University Press, vol. 38(2), pages 283-304, July.
    6. 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.
    7. Zvi Griliches, 1998. "Productivity and R&D at the Firm Level," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 100-133, National Bureau of Economic Research, Inc.
    8. 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.
    9. 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.
    10. Zvi Griliches, 1984. "R&D, Patents, and Productivity," NBER Books, National Bureau of Economic Research, Inc, number gril84-1, March.
    11. 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.
    12. Lew, Byron, 2000. "The Diffusion of Tractors on the Canadian Prairies: The Threshold Model and the Problem of Uncertainty," Explorations in Economic History, Elsevier, vol. 37(2), pages 189-216, April.
    13. 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.
    14. 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.
    15. Jensen, Richard, 1982. "Adoption and diffusion of an innovation of uncertain profitability," Journal of Economic Theory, Elsevier, vol. 27(1), pages 182-193, June.
    16. Griliches, Zvi, 1980. "Hybrid Corn Revisited: A Reply," Econometrica, Econometric Society, vol. 48(6), pages 1463-1465, September.
    17. Hall, Bronwyn H. & Khan, Beethika, 2003. "Adoption of New Technology," Department of Economics, Working Paper Series qt3wg4p528, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    18. 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.
    19. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, December.
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    Cited by:

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    2. Scazzieri, Roberto, 2018. "Structural dynamics and evolutionary change," Structural Change and Economic Dynamics, Elsevier, vol. 46(C), pages 52-58.
    3. Midmore, Peter, 2017. "The Science of Impact and the Impact of Agricultural Science," 91st Annual Conference, April 24-26, 2017, Royal Dublin Society, Dublin, Ireland 258614, Agricultural Economics Society.
    4. Lachaud, Michée A. & Bravo-Ureta, Boris E., 2022. "A Bayesian statistical analysis of return to agricultural R&D investment in Latin America: Implications for food security," Technology in Society, Elsevier, vol. 70(C).
    5. Getu Hailu, 2023. "Reflections on technological progress in the agri‐food industry: Past, present, and future," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 71(1), pages 119-141, March.
    6. Scazzieri, Roberto, 2021. "Structural dynamics and evolutionary change," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 365-371.

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    More about this item

    Keywords

    Ntechnology adoption; innovations; diffusion; investment lags; learning-by-doing; heterogeneous adopters; contagion model; threshold model; micro-macro models; labor productivity and TFP growth-surges.;
    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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