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From innovation to diversification: a simple competitive model

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  • Fabio Saracco
  • Riccardo Di Clemente
  • Andrea Gabrielli
  • Luciano Pietronero

Abstract

Few attempts have been proposed in order to describe the statistical features and historical evolution of the export bipartite matrix countries/products. An important standpoint is the introduction of a products network, namely a hierarchical forest of products that models the formation and the evolution of commodities. In the present article, we propose a simple dynamical model where countries compete with each other to acquire the ability to produce and export new products. Countries will have two possibilities to expand their export: innovating, i.e. introducing new goods, namely new nodes in the product networks, or copying the productive process of others, i.e. occupying a node already present in the same network. In this way, the topology of the products network and the country-product matrix evolve simultaneously, driven by the countries push toward innovation.

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  • Fabio Saracco & Riccardo Di Clemente & Andrea Gabrielli & Luciano Pietronero, 2015. "From innovation to diversification: a simple competitive model," Papers 1508.03571, arXiv.org, revised Nov 2015.
  • Handle: RePEc:arx:papers:1508.03571
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    1. Bernardo Monechi & Ãlvaro Ruiz-Serrano & Francesca Tria & Vittorio Loreto, 2017. "Waves of novelties in the expansion into the adjacent possible," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-18, June.
    2. Freire, Clovis, 2019. "Economic diversification: A model of structural economic dynamics and endogenous technological change," Structural Change and Economic Dynamics, Elsevier, vol. 49(C), pages 13-28.
    3. Emanuele Pugliese & Lorenzo Napolitano & Andrea Zaccaria & Luciano Pietronero, 2019. "Coherent diversification in corporate technological portfolios," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-22, October.
    4. Freire Junior, Clovis, 2017. "Economic diversification: Explaining the pattern of diversification in the global economy and its implications for fostering diversification in poorer countries," MERIT Working Papers 2017-033, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    5. Pier-Paolo Saviotti & Andreas Pyka¤ & Bogang Jun, 2020. "Diversification, structural change, and economic development," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1301-1335, November.
    6. Yury Dranev & Maxim Kotsemir & Boris Syomin, 2018. "Diversity of research publications: relation to agricultural productivity and possible implications for STI policy," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(3), pages 1565-1587, September.
    7. Manuel Rodríguez Achach & Enrique Baquedano Pérez, 2017. "Formation of monopolies in a bipartite market," Contaduría y Administración, Accounting and Management, vol. 62(4), pages 1335-1344, Octubre-D.
    8. Fabio Saracco & Riccardo Di Clemente & Andrea Gabrielli & Tiziano Squartini, 2015. "Detecting early signs of the 2007-2008 crisis in the world trade," Papers 1508.03533, arXiv.org, revised Jul 2016.
    9. Massimiliano Fessina & Giambattista Albora & Andrea Tacchella & Andrea Zaccaria, 2022. "Which products activate a product? An explainable machine learning approach," Papers 2212.03094, arXiv.org.

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