IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/60307.html
   My bibliography  Save this paper

The spillover effects of the ICT cluster support in Córdoba

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/60307/1/MPRA_paper_60307.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    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. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. Leo Sveikauskas, 1975. "The Productivity of Cities," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 89(3), pages 393-413.
    17. 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.
    18. Rodriguez-Clare, Andres, 2007. "Clusters and comparative advantage: Implications for industrial policy," Journal of Development Economics, Elsevier, vol. 82(1), pages 43-57, January.
    19. 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.
    20. 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.
    21. 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.
    22. Gustavo Crespi & Eduardo Fernández-Arias & Ernesto Stein (ed.), 2014. "Rethinking Productive Development," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-39399-9, December.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lucas Figal Garone & Alessandro Maffioli & Joao Negri & Cesar Rodriguez & Gonzalo Vázquez-Baré, 2015. "Cluster development policy, SME’s performance, and spillovers: evidence from Brazil," Small Business Economics, Springer, vol. 44(4), pages 925-948, April.
    2. Pietrobelli, Carlo, 2019. "Modern industrial policy in Latin America: Lessons from cluster development policies," MERIT Working Papers 2019-031, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    3. Hanlon, W. Walker & Miscio, Antonio, 2017. "Agglomeration: A long-run panel data approach," Journal of Urban Economics, Elsevier, vol. 99(C), pages 1-14.
    4. Walker Hanlon & Antonio Miscio, 2014. "Agglomeration: A Dynamic Approach," NBER Working Papers 20728, National Bureau of Economic Research, Inc.
    5. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    6. Victoria Castillo & David Giuliodori & Alessandro Maffioli & Alejandro Rodríguez & Sofía Rojo & Rodolfo Stucchi, 2014. "El impacto del apoyo al cluster de TIC de la ciudad argentina de Córdoba," IDB Publications (Working Papers) 84673, Inter-American Development Bank.
    7. Andrew Perumal, 2017. "42 Years of Urban Growth and Industry Composition," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 45(2), pages 133-147, June.
    8. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    9. Henderson, J. Vernon, 2003. "Marshall's scale economies," Journal of Urban Economics, Elsevier, vol. 53(1), pages 1-28, January.
    10. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    11. Rudiger Ahrend & Emily Farchy & Ioannis Kaplanis & Alexander C. Lembcke, 2015. "What Makes Cities More Productive? Agglomeration Economies and the Role of Urban Governance: Evidence from 5 OECD Countries," SERC Discussion Papers 0178, Centre for Economic Performance, LSE.
    12. Ruben Fotso, 2022. "Evaluating the indirect effects of cluster-based innovation policies: the case of the Technological Research Institutes in France," The Journal of Technology Transfer, Springer, vol. 47(4), pages 1070-1114, August.
    13. Kristian Behrens, 2016. "Agglomeration and clusters: Tools and insights from coagglomeration patterns," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(4), pages 1293-1339, November.
    14. Giulio Cainelli & Andrea Fracasso & Giuseppe Vittucci Marzetti, 2015. "Spatial agglomeration and productivity in Italy: A panel smooth transition regression approach," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 39-67, November.
    15. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    16. Anne Marie Knott & Hart E. Posen & Brian Wu, 2009. "Spillover Asymmetry and Why It Matters," Management Science, INFORMS, vol. 55(3), pages 373-388, March.
    17. Baldwin, John R. Beckstead, Desmond Brown, W. Mark Rigby, David, 2007. "Urban Economies and Productivity," Economic Analysis (EA) Research Paper Series 2007045e, Statistics Canada, Analytical Studies Branch.
    18. Baltzopoulos, Apostolos & Braunerhjelm, Pontus & Tikoudis, Ioannis, 2012. "Spin-off: Individual, Firm, Industry and Regional Determinants," Working Paper Series in Economics and Institutions of Innovation 265, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    19. Osvaldo Lagares, 2016. "Capital, Economic Growth and Relative Income Differences in Latin America," Discussion Papers 16/03, Department of Economics, University of York.
    20. Daniel Graham & Kurt Dender, 2011. "Estimating the agglomeration benefits of transport investments: some tests for stability," Transportation, Springer, vol. 38(3), pages 409-426, May.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:60307. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.