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Emerging innovation niches: An agent based model

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  • Lopolito, A.
  • Morone, P.
  • Taylor, R.

Abstract

The creation of an innovation niche depends on the interaction of three mechanisms involving: converging expectations, networking among the innovation actors, and learning about the novelty through efficient knowledge creation and diffusion. Such mechanisms define the key characteristics of a network of firms (i.e. the innovation niche), and the interaction among them guides the development and diffusion of a new technology. In this paper, we propose an agent-based model to investigate the dynamics characterising such interactions and the role that policy intervention can have in governing the niche development process. Specifically, we consider and assess the impact of two policy actions: (1) increasing actors’ expectations towards the new technology by means of information spreading and (2) providing subsidies aimed at stimulating technological switch. Our results confirm the importance of policy intervention and show the dominance of information spreading activities over subsidies. The former policy action, in fact, preserves a broad consensus around the new technology, a fact which turned out to be fundamental in order to promote efficient knowledge diffusion and the effective use of individual and network resources.

Suggested Citation

  • Lopolito, A. & Morone, P. & Taylor, R., 2013. "Emerging innovation niches: An agent based model," Research Policy, Elsevier, vol. 42(6), pages 1225-1238.
  • Handle: RePEc:eee:respol:v:42:y:2013:i:6:p:1225-1238
    DOI: 10.1016/j.respol.2013.03.002
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    as
    1. Smith, Adrian & Raven, Rob, 2012. "What is protective space? Reconsidering niches in transitions to sustainability," Research Policy, Elsevier, vol. 41(6), pages 1025-1036.
    2. Gérard Weisbuch & Vincent Buskens & Luat Vuong, 2008. "Heterogeneity and increasing returns may drive socio-economic transitions," Computational and Mathematical Organization Theory, Springer, vol. 14(4), pages 376-390, December.
    3. Adrian Smith, 2003. "Transforming technological regimes for sustainable development: A role for alternative technology niches?," Science and Public Policy, Oxford University Press, vol. 30(2), pages 127-135, April.
    4. Koen Frenken & Luis R. Izquierdo & Paolo Zeppini, 2012. "Recombinant Innovation and Endogenous Transitions," Working Papers 12-01, Eindhoven Center for Innovation Studies, revised Jan 2012.
    5. Paolo Zeppini & Jeroen C. J. M. van den Bergh, 2011. "Competing Recombinant Technologies for Environmental Innovation: Extending Arthur's Model of Lock-In," Industry and Innovation, Taylor & Francis Journals, vol. 18(3), pages 317-334.
    6. Geels, Frank W. & Schot, Johan, 2007. "Typology of sociotechnical transition pathways," Research Policy, Elsevier, vol. 36(3), pages 399-417, April.
    7. Noam Bergman & Alex Haxeltine & Lorraine Whitmarsh & Jonathan Köhler & Michel Schilperoord & Jan Rotmans, 2008. "Modelling Socio-Technical Transition Patterns and Pathways," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 11(3), pages 1-7.
    8. Geels, Frank W., 2002. "Technological transitions as evolutionary reconfiguration processes: a multi-level perspective and a case-study," Research Policy, Elsevier, vol. 31(8-9), pages 1257-1274, December.
    9. Faber, Albert & Valente, Marco & Janssen, Peter, 2010. "Exploring domestic micro-cogeneration in the Netherlands: An agent-based demand model for technology diffusion," Energy Policy, Elsevier, vol. 38(6), pages 2763-2775, June.
    10. Michel Schilperoord & Jan Rotmans & Noam Bergman, 2008. "Modelling societal transitions with agent transformation," Computational and Mathematical Organization Theory, Springer, vol. 14(4), pages 283-301, December.
    11. Smith, Adrian & Stirling, Andy & Berkhout, Frans, 2005. "The governance of sustainable socio-technical transitions," Research Policy, Elsevier, vol. 34(10), pages 1491-1510, December.
    12. Antonio Lopolito & Piergiuseppe Morone & Richard Taylor, 2011. "An agent-based model approach to innovation niche creation in socio-technical transition pathways," Economics Bulletin, AccessEcon, vol. 31(2), pages 1780-1792.
    13. Floortje Alkemade & Koen Frenken & Marko Hekkert & Malte Schwoon, 2009. "A complex systems methodology to transition management," Journal of Evolutionary Economics, Springer, vol. 19(4), pages 527-543, August.
    14. Safarzyńska, Karolina & Frenken, Koen & van den Bergh, Jeroen C.J.M., 2012. "Evolutionary theorizing and modeling of sustainability transitions," Research Policy, Elsevier, vol. 41(6), pages 1011-1024.
    15. Raven, Rob P.J.M., 2006. "Towards alternative trajectories? Reconfigurations in the Dutch electricity regime," Research Policy, Elsevier, vol. 35(4), pages 581-595, May.
    16. van der Laak, W.W.M. & Raven, R.P.J.M. & Verbong, G.P.J., 2007. "Strategic niche management for biofuels: Analysing past experiments for developing new biofuel policies," Energy Policy, Elsevier, vol. 35(6), pages 3213-3225, June.
    17. Piergiuseppe Morone & Antonio Lopolito, 2010. "Socio-technical transition pathways and social networks: a toolkit for empirical innovation studies," Economics Bulletin, AccessEcon, vol. 30(4), pages 2720-2731.
    18. Lakhani, Karim R. & von Hippel, Eric, 2003. "How open source software works: "free" user-to-user assistance," Research Policy, Elsevier, vol. 32(6), pages 923-943, June.
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    3. Nabila Arfaoui & Eric Brouillat & Maïder Saint-Jean, 2015. "The Impact of REACH on Eco-Innovation: How Perception Misfits on Policy Stringency Matter," GREDEG Working Papers 2015-45, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    4. Jorge Gustavo Rodríguez Aboytes & Matthias Barth, 2020. "Learning Processes in the Early Development of Sustainable Niches: The Case of Sustainable Fashion Entrepreneurs in Mexico," Sustainability, MDPI, vol. 12(20), pages 1-26, October.
    5. 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.
    6. Haruo H. Horaguchi & Toichiro Susumago, 2022. "Global R&D Location Strategy of Multinational Enterprises: an Agent-Based Simulation Modeling Approach," Journal of Industry, Competition and Trade, Springer, vol. 22(3), pages 457-479, December.
    7. KWON Seokbeom & MOTOHASHI Kazuyuki, 2015. "How Institutional Arrangements in the National Innovation System Affect Industrial Competitiveness: A study of Japan and the United States with multiagent simulation," Discussion papers 15065, Research Institute of Economy, Trade and Industry (RIETI).
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    10. Paolo Zeppini & Koen Frenken & Roland Kupers, 2013. "Threshold models of technological transitions," Working Papers 13-06, Eindhoven Center for Innovation Studies, revised Aug 2013.
    11. Fabian Adelt & Johannes Weyer & Sebastian Hoffmann & Andreas Ihrig, 2018. "Simulation of the Governance of Complex Systems (SimCo): Basic Concepts and Experiments on Urban Transportation," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 21(2), pages 1-2.
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    13. Peter Hall & Robert Wylie, 2014. "Isolation and technological innovation," Journal of Evolutionary Economics, Springer, vol. 24(2), pages 357-376, April.
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    More about this item

    Keywords

    Socio-technical transition; Strategic niche management; Policy action;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

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