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The spillover effects of the ICT cluster support in Córdoba

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  • Boneu, Franco
  • Giuliodori, David
  • Maffioli, Alessandro
  • Rodríguez, Alejandro
  • Stucchi, Rodolfo

Abstract

This paper presents evidence on the spillover effect associated with the support received by firms located in a City of Argentina, between 2003 and 2007. The rationale for the cluster development program was the presence of agglomeration economies and coordination failures that generated spillovers and therefore to a suboptimal allocation of resources. We use a panel of firms in the ICT sector for the period 2003-2011 that allowed us to control for the dynamics of firms’ sales and fixed-effect applying the System GMM estimator. We find that one additional participant in the program increases the sales of non-participants in the City of Córdoba by 0.7%.

Suggested Citation

  • Boneu, Franco & Giuliodori, David & Maffioli, Alessandro & Rodríguez, Alejandro & Stucchi, Rodolfo, 2014. "The spillover effects of the ICT cluster support in Córdoba," MPRA Paper 60307, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:60307
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    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon & Sébastien Roux, 2010. "Estimating Agglomeration Economies with History, Geology, and Worker Effects," NBER Chapters, in: Agglomeration Economics, pages 15-66, National Bureau of Economic Research, Inc.
    3. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    4. Rodriguez-Clare, Andres, 2007. "Clusters and comparative advantage: Implications for industrial policy," Journal of Development Economics, Elsevier, vol. 82(1), pages 43-57, January.
    5. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2011. "The identification of agglomeration economies," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 253-266, March.
    6. Massimo G. Colombo & Silvia Giannangeli & Luca Grilli, 2013. "Public subsidies and the employment growth of high-tech start-ups: assessing the impact of selective and automatic support schemes," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(5), pages 1273-1314, October.
    7. Irani Arráiz & Francisca Henríquez & Rodolfo Stucchi, 2013. "Supplier development programs and firm performance: evidence from Chile," Small Business Economics, Springer, vol. 41(1), pages 277-293, June.
    8. Guy Dumais & Glenn Ellison & Edward L. Glaeser, 2002. "Geographic Concentration As A Dynamic Process," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 193-204, May.
    9. Victoria Castillo & Alessandro Maffioli & Sofía Rojo & Rodolfo Stucchi, 2014. "The effect of innovation policy on SMEs’ employment and wages in Argentina," Small Business Economics, Springer, vol. 42(2), pages 387-406, February.
    10. 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.
    11. Chiara Binelli & Alessandro Maffioli, 2007. "A Micro-econometric Analysis of Public Support to Private R&D in Argentina," International Review of Applied Economics, Taylor & Francis Journals, vol. 21(3), pages 339-359.
    12. Enrico Moretti, 2014. "Local Economic Development, Agglomeration Economies, and the Big Push: 100 Years of Evidence from the Tennessee Valley Authority," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 275-331.
    13. Rodolfo Stucchi & Sofía Rojo & Alessandro Maffioli & Victoria Castillo, 2014. "Knowledge Spillovers of Innovation Policy through Labor Mobility: An Impact Evaluation of the FONTAR Program in Argentina," IDB Publications (Working Papers) 83894, Inter-American Development Bank.
    14. Marcela Eslava & Alessandro Maffioli & Marcela Meléndez Arjona, 2012. "Second-tier Government Banks and Access to Credit: Micro-Evidence from Colombia," IDB Publications (Working Papers) 64578, Inter-American Development Bank.
    15. Gustavo Crespi & Eduardo Fernández-Arias & Ernesto Stein, 2014. "Rethinking Productive Development," Palgrave Macmillan Books, in: Gustavo Crespi & Eduardo Fernández-Arias & Ernesto Stein (ed.), Rethinking Productive Development, chapter 1, pages 3-31, Palgrave Macmillan.
    16. Gustavo Crespi & Eduardo Fernández-Arias & Ernesto Stein (ed.), 2014. "Rethinking Productive Development," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-39399-9, October.
    17. Christian Volpe Martincus & Jeronimo Carballo & Andres Gallo, 2011. "The impact of export promotion institutions on trade: is it the intensive or the extensive margin?," Applied Economics Letters, Taylor & Francis Journals, vol. 18(2), pages 127-132.
    18. Stuart S. Rosenthal & William C. Strange, 2003. "Geography, Industrial Organization, and Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 377-393, May.
    19. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    20. Leo Sveikauskas, 1975. "The Productivity of Cities," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 89(3), pages 393-413.
    21. Marian Rizov & Jan Pokrivcak & Pavel Ciaian, 2013. "CAP Subsidies and Productivity of the EU Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 537-557, September.
    22. Ron Martin & Peter Sunley, 2003. "Deconstructing clusters: chaotic concept or policy panacea?," Journal of Economic Geography, Oxford University Press, vol. 3(1), pages 5-35, January.
    23. Lucas Figal Garone & Alessandro Maffioli & Cesar M. Rodriguez & Gonzalo Vázquez & João Alberto De Negri, 2012. "Assessing the Impact of Cluster Policies: the case of the Arranjos Productivos Locais in Brazil," SPD Working Papers 1203, Inter-American Development Bank, Office of Strategic Planning and Development Effectiveness (SPD).
    24. Stucchi, Rodolfo & Rojo, Sofía & Maffioli, Alessandro & Castillo, Victoria, 2014. "Knowledge Spillovers of Innovation Policy through Labor Mobility: An Impact Evaluation of the FONTAR Program in Argentina," IDB Publications (Working Papers) 4779, Inter-American Development Bank.
    25. Marcela Eslava & Alessandro Maffioli & Marcela Meléndez Arjona, 2012. "Second-tier Government Banks and Firm Performance: Micro-Evidence from Colombia," IDB Publications (Working Papers) 61518, Inter-American Development Bank.
    26. Irani Arráiz & Marcela Meléndez & Rodolfo Stucchi, 2014. "Partial credit guarantees and firm performance: evidence from Colombia," Small Business Economics, Springer, vol. 43(3), pages 711-724, October.
    27. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
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    Cited by:

    1. Aboal, Diego & Crespi, Gustavo & Perera, Marcelo, 2020. "How effective are cluster development policies? Evidence from Uruguay," World Development Perspectives, Elsevier, vol. 18(C).

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    More about this item

    Keywords

    Cluster Development Program; Information and Communication Technologies; Spillovers; System GMM.;
    All these keywords.

    JEL classification:

    • D2 - Microeconomics - - Production and Organizations
    • L8 - Industrial Organization - - Industry Studies: Services
    • O25 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Industrial Policy
    • O29 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Other

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