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Knowledge spillover processes as complex networks

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  • Konno, Tomohiko

Abstract

We introduce the model of knowledge spillover on networks. Knowledge spillover is a major source of economic growth; and is a representative externality in economic phenomena. We show that the model has the following four characteristics: (1) the long-run growth rate is not relevant to the mean degree, but is determined by the mean degree of the nearest neighbors; (2) the productivity level of a firm is proportional to the degree of the firm; (3) the long-run growth rate increases with the increasing heterogeneity of the network; and (4) of three representative networks, the largest growth rate is in scale-free networks and the least in regular networks.

Suggested Citation

  • Konno, Tomohiko, 2016. "Knowledge spillover processes as complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 462(C), pages 1207-1214.
    • Handle: RePEc:eee:phsmap:v:462:y:2016:i:c:p:1207-1214
    DOI: 10.1016/j.physa.2016.06.124
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    as
    1. Sanjeev Goyal, 2007. "Introduction to Connections: An Introduction to the Economics of Networks," Introductory Chapters, in: Connections: An Introduction to the Economics of Networks, Princeton University Press.
    2. Susanna Mancinelli & Massimiliano Mazzanti, 2009. "Innovation, networking and complementarity: evidence on SME performances for a local economic system in North-Eastern Italy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 567-597, September.
    3. Roderik Ponds & Frank van Oort & Koen Frenken, 2010. "Innovation, spillovers and university--industry collaboration: an extended knowledge production function approach," Journal of Economic Geography, Oxford University Press, vol. 10(2), pages 231-255, March.
    4. Jarno Hoekman & Koen Frenken & Frank Oort, 2009. "The geography of collaborative knowledge production in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 721-738, September.
    5. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    6. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    7. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    8. Morgan Kelly, 2009. "Technological Progress Under Learning By Imitation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(2), pages 397-414, May.
    9. Jay Pil Choi, 1997. "Herd Behavior, the 'Penguin Effect,' and the Suppression of Informational Diffusion: An Analysis of Informational Externalities and Payoff Interdependency," RAND Journal of Economics, The RAND Corporation, vol. 28(3), pages 407-425, Autumn.
    10. Dan Kaufmann & Dafna Schwartz, 2009. "Networking strategies of young biotechnology firms in Israel," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 599-613, September.
    11. Al-Laham, Andreas & Souitaris, Vangelis, 2008. "Network embeddedness and new-venture internationalization: Analyzing international linkages in the German biotech industry," Journal of Business Venturing, Elsevier, vol. 23(5), pages 567-586, September.
    12. Konno, Tomohiko, 2009. "Network structure of Japanese firms. Scale-free, hierarchy, and degree correlation: analysis from 800,000 firms," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-13.
    13. Vega-Redondo,Fernando, 2007. "Complex Social Networks," Cambridge Books, Cambridge University Press, number 9780521674096, September.
    14. Srikanth Paruchuri, 2010. "Intraorganizational Networks, Interorganizational Networks, and the Impact of Central Inventors: A Longitudinal Study of Pharmaceutical Firms," Organization Science, INFORMS, vol. 21(1), pages 63-80, February.
    15. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    16. Edward Bergman & Gunther Maier, 2009. "Network central: regional positioning for innovative advantage," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 615-644, September.
    17. Abigail M. Barr, 2002. "The Functional Diversity and Spillover Effects of Social Capital," Journal of African Economies, Centre for the Study of African Economies, vol. 11(1), pages 90-113, March.
    18. Mario Maggioni & Teodora Uberti, 2009. "Knowledge networks across Europe: which distance matters?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 691-720, September.
    19. Vega-Redondo,Fernando, 2007. "Complex Social Networks," Cambridge Books, Cambridge University Press, number 9780521857406, September.
    20. Eaton, Jonathan & Kortum, Samuel, 2001. "Technology, trade, and growth: A unified framework," European Economic Review, Elsevier, vol. 45(4-6), pages 742-755, May.
    21. Mats Wilhelmsson, 2009. "The spatial distribution of inventor networks," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 645-668, September.
    22. Michael Fritsch & Martina Kauffeld-Monz, 2010. "The impact of network structure on knowledge transfer: an application of social network analysis in the context of regional innovation networks," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 44(1), pages 21-38, February.
    23. Jasjit Singh, 2005. "Collaborative Networks as Determinants of Knowledge Diffusion Patterns," Management Science, INFORMS, vol. 51(5), pages 756-770, May.
    24. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    25. Konno, Tomohiko, 2013. "An imperfect competition on scale-free networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(21), pages 5453-5460.
    26. Meagher, Kieron & Rogers, Mark, 2004. "Network density and R&D spillovers," Journal of Economic Behavior & Organization, Elsevier, vol. 53(2), pages 237-260, February.
    27. Lobo, José & Strumsky, Deborah, 2008. "Metropolitan patenting, inventor agglomeration and social networks: A tale of two effects," Journal of Urban Economics, Elsevier, vol. 63(3), pages 871-884, May.
    28. J. Kirk Ring & Ana Maria Peredo & James J. Chrisman, 2010. "Business Networks and Economic Development in Rural Communities in the United States," Entrepreneurship Theory and Practice, , vol. 34(1), pages 171-195, January.
    29. Chaim Fershtman & Neil Gandal, 2011. "Direct and indirect knowledge spillovers: the “social network” of open‐source projects," RAND Journal of Economics, RAND Corporation, vol. 42(1), pages 70-91, March.
    30. repec:fth:bosecd:110 is not listed on IDEAS
    31. Eaton, Jonathan & Kortum, Samuel, 1999. "International Technology Diffusion: Theory and Measurement," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 537-570, August.
    32. Vernon Henderson, J., 2007. "Understanding knowledge spillovers," Regional Science and Urban Economics, Elsevier, vol. 37(4), pages 497-508, July.
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