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General Purpose Technologies as an emergent property

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  • Korzinov, Vladimir
  • Savin, Ivan

Abstract

We address the emergence of General Purpose Technologies (GPTs), the process which has been largely neglected in the literature on technological change. We do this from a novel network-based perspective emphasizing the relations between technologies and how combinations of those technologies form final goods. Transforming GPT emergence into a question of technology adoption we demonstrate that GPTs are more likely to emerge when certain conditions with regard to the following techno-economic factors are met: knowledge diffusion, concentration of R&D efforts and variation in the rank of expected returns on products. Focusing solely on a discovery process our model demonstrates an impressive fit to real data reproducing a number of stylised facts including technological lock-ins, S-shaped curves of technology adoption, temporal clustering of innovations and distinct features of empirical networks of relatedness among technologies and products.

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  • Korzinov, Vladimir & Savin, Ivan, 2018. "General Purpose Technologies as an emergent property," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 88-104.
  • Handle: RePEc:eee:tefoso:v:129:y:2018:i:c:p:88-104
    DOI: 10.1016/j.techfore.2017.12.011
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    1. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    2. Lee, Keun & Lim, Chaisung, 2001. "Technological regimes, catching-up and leapfrogging: findings from the Korean industries," Research Policy, Elsevier, vol. 30(3), pages 459-483, March.
    3. Way, Rupert & Lafond, François & Lillo, Fabrizio & Panchenko, Valentyn & Farmer, J. Doyne, 2019. "Wright meets Markowitz: How standard portfolio theory changes when assets are technologies following experience curves," Journal of Economic Dynamics and Control, Elsevier, vol. 101(C), pages 211-238.
    4. Kenneth I. Carlaw & Richard G. Lipsey, 2006. "Gpt-Driven, Endogenous Growth," Economic Journal, Royal Economic Society, vol. 116(508), pages 155-174, January.
    5. Chad Syverson, 2013. "Will History Repeat Itself? Comments on “Is the Information Technology Revolution Over?”," International Productivity Monitor, Centre for the Study of Living Standards, vol. 25, pages 37-40, Spring.
    6. Cantner, Uwe & Pyka, Andreas, 2001. "Classifying technology policy from an evolutionary perspective," Research Policy, Elsevier, vol. 30(5), pages 759-775, May.
    7. 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.
    8. Gerald Silverberg & Bart Verspagen, 2003. "Breaking the waves: a Poisson regression approach to Schumpeterian clustering of basic innovations," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 27(5), pages 671-693, September.
    9. Giovanni Dosi & Richard Nelson, 2013. "The Evolution of Technologies: An Assessment of the State-of-the-Art," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 3-46, June.
    10. Ingrid Ott & Christian Papilloud & Torben Zülsdorf, 2009. "What Drives Innovation? Causes of and Consequences for Nanotechnologies," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 7(1), pages 5-26.
    11. Herrmann, J.K. & Savin, I., 2017. "Optimal policy identification: Insights from the German electricity market," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 71-90.
    12. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    13. Silverberg, Gerald & Verspagen, Bart, 2005. "A percolation model of innovation in complex technology spaces," Journal of Economic Dynamics and Control, Elsevier, vol. 29(1-2), pages 225-244, January.
    14. Kenneth Carlaw & Richard Lipsey, 2011. "Sustained endogenous growth driven by structured and evolving general purpose technologies," Journal of Evolutionary Economics, Springer, vol. 21(4), pages 563-593, October.
    15. Cowan, Robin, 1990. "Nuclear Power Reactors: A Study in Technological Lock-in," The Journal of Economic History, Cambridge University Press, vol. 50(3), pages 541-567, September.
    16. Gambardella, Alfonso & Giarratana, Marco S., 2013. "General technological capabilities, product market fragmentation, and markets for technology," Research Policy, Elsevier, vol. 42(2), pages 315-325.
    17. Timothy Bresnahan & Pai-Ling Yin, 2010. "Reallocating innovative resources around growth bottlenecks," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(5), pages 1589-1627, October.
    18. Jatinder S. Sidhu & Harry R. Commandeur & Henk W. Volberda, 2007. "The Multifaceted Nature of Exploration and Exploitation: Value of Supply, Demand, and Spatial Search for Innovation," Organization Science, INFORMS, vol. 18(1), pages 20-38, February.
    19. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    20. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    21. Silverberg, Gerald & Lehnert, Doris, 1993. "Long waves and 'evolutionary chaos' in a simple Schumpeterian model of embodied technical change," Structural Change and Economic Dynamics, Elsevier, vol. 4(1), pages 9-37, June.
    22. Bronwyn H. Hall & Manuel Trajtenberg, 2004. "Uncovering GPTS with Patent Data," NBER Working Papers 10901, National Bureau of Economic Research, Inc.
    23. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    24. Maine, Elicia & Garnsey, Elizabeth, 2006. "Commercializing generic technology: The case of advanced materials ventures," Research Policy, Elsevier, vol. 35(3), pages 375-393, April.
    25. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    26. Uwe Cantner & Simone Vannuccini, 2012. "A New View of General Purpose Technologies," Jena Economics Research Papers 2012-054, Friedrich-Schiller-University Jena.
    27. Joel Mokyr, 2016. "A Culture of Growth: The Origins of the Modern Economy," Economics Books, Princeton University Press, edition 1, number 10835.
    28. Strohmaier, R. & Rainer, A., 2016. "Studying general purpose technologies in a multi-sector framework: The case of ICT in Denmark," Structural Change and Economic Dynamics, Elsevier, vol. 36(C), pages 34-49.
    29. Atkinson, Anthony B & Stiglitz, Joseph E, 1969. "A New View of Technological Change," Economic Journal, Royal Economic Society, vol. 79(315), pages 573-578, September.
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    Cited by:

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    2. Juana Castro & Stefan Drews & Filippos Exadaktylos & Joël Foramitti & Franziska Klein & Théo Konc & Ivan Savin & Jeroen van den Bergh, 2020. "A review of agent‐based modeling of climate‐energy policy," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 11(4), July.
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    5. Liu, Yong & Du, Jun-liang & Yang, Jin-bi & Qian, Wu-yong & Forrest, Jeffrey Yi-Lin, 2019. "An incentive mechanism for general purpose technologies R&D based on the concept of super-conflict equilibrium: Empirical evidence from nano industrial technology in China," Technological Forecasting and Social Change, Elsevier, vol. 147(C), pages 185-197.

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    More about this item

    Keywords

    General purpose technology; Technology networks; Pervasiveness of technologies; Knowledge diffusion; Innovation;
    All these keywords.

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights

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