IDEAS home Printed from https://ideas.repec.org/p/iim/iimawp/10677.html
   My bibliography  Save this paper

Knowledge Flows and Capability Building in the Indian IT Sector: A Comparative Analysis of Cluster and Non-Cluster Locations

Author

Listed:
  • Basant, Rakesh
  • Chandra, Pankaj
  • Upadhyayula, Rajesh

Abstract

The role of industrial clusters in the industrialization of many emerging economies continues to dominate the debate among policy makers and researchers worldwide. While recent discussions on this debate have focused on knowledge spillovers among participants within clusters, knowledge flows between non local networks and the cluster actors have not been accorded due attention in the literature. Further, the literature does not compare the relative impact of knowledge flows among firms within clusters and firms outside clusters. In this study, we attempt a comparative analysis of the role of knowledge flows in capability formation among firms in the Indian Information Technology sector (IT sector) across cluster and non-cluster locations. The empirical results suggest that at the firm level, leveraging of capabilities to enhance performance and networks to build capabilities is not automatic; structural features of the firms’ location enable this transformation. Moreover, while capabilities affect performance of firms positively only in clusters, economies of scale and some strategies like quality certification used by firms impact performance of firms outside clusters. Interestingly, although economies of scale do not impact the performance of firms within clusters, they do, however affect the capability formation of firms within clusters only. Further, we found that local and national non-customer networks affect capability formation of firms within and outside clusters whereas international customer networks affect capability formation of firms within clusters only. These have implications for how firms can develop appropriate strategies to enhance their performance.

Suggested Citation

  • Basant, Rakesh & Chandra, Pankaj & Upadhyayula, Rajesh, 2011. "Knowledge Flows and Capability Building in the Indian IT Sector: A Comparative Analysis of Cluster and Non-Cluster Locations," IIMA Working Papers WP2011-10-02, Indian Institute of Management Ahmedabad, Research and Publication Department.
  • Handle: RePEc:iim:iimawp:10677
    as

    Download full text from publisher

    File URL: https://www.iima.ac.in/sites/default/files/rnpfiles/7964326622011-10-02.pdf
    File Function: English Version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rabellotti, Roberta, 1995. "Is there an "industrial district model"? Footwear districts in Italy and Mexico compared," World Development, Elsevier, vol. 23(1), pages 29-41, January.
    2. Dahl, Michael S. & Pedersen, Christian O.R., 2004. "Knowledge flows through informal contacts in industrial clusters: myth or reality?," Research Policy, Elsevier, vol. 33(10), pages 1673-1686, December.
    3. 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.
    4. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    5. Asheim, Bjorn T & Isaksen, Arne, 2002. "Regional Innovation Systems: The Integration of Local 'Sticky' and Global 'Ubiquitous' Knowledge," The Journal of Technology Transfer, Springer, vol. 27(1), pages 77-86, January.
    6. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    7. Bell, Martin & Albu, Michael, 1999. "Knowledge Systems and Technological Dynamism in Industrial Clusters in Developing Countries," World Development, Elsevier, vol. 27(9), pages 1715-1734, September.
    8. Guodong (Gordon) Gao & Anandasivam Gopal & Ritu Agarwal, 2010. "Contingent Effects of Quality Signaling: Evidence from the Indian Offshore IT Services Industry," Management Science, INFORMS, vol. 56(6), pages 1012-1029, June.
    9. Breschi, Stefano & Lissoni, Francesco, 2001. "Knowledge Spillovers and Local Innovation Systems: A Critical Survey," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(4), pages 975-1005, December.
    10. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    11. Kesidou, Effie & Romijn, Henny, 2008. "Do Local Knowledge Spillovers Matter for Development? An Empirical Study of Uruguay's Software Cluster," World Development, Elsevier, vol. 36(10), pages 2004-2028, October.
    12. Szirmai,Adam, 2005. "The Dynamics of Socio-Economic Development," Cambridge Books, Cambridge University Press, number 9780521520843, November.
    13. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    14. Ron A. Boschma & Anet B.R. Weterings, 2005. "The effect of regional differences on the performance of software firms in the Netherlands," Journal of Economic Geography, Oxford University Press, vol. 5(5), pages 567-588, October.
    15. Effie Kesidou & Marjolein Caniëls & Henny Romijn, 2009. "Local Knowledge Spillovers and Development: An Exploration of the Software Cluster in Uruguay," Industry and Innovation, Taylor & Francis Journals, vol. 16(2), pages 247-272.
    16. Richard Lipsey, 2002. "Some Implications Of Endogenous Technological Change For Technology Policies In Developing Countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(4-5), pages 321-351.
    17. Andre Torre & Alain Rallet, 2005. "Proximity and Localization," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 47-59.
    18. Weterings, Anet & Boschma, Ron, 2009. "Does spatial proximity to customers matter for innovative performance?: Evidence from the Dutch software sector," Research Policy, Elsevier, vol. 38(5), pages 746-755, June.
    19. Schmitz, Hubert & Nadvi, Khalid, 1999. "Clustering and Industrialization: Introduction," World Development, Elsevier, vol. 27(9), pages 1503-1514, September.
    20. Rakesh Basant & Pankaj Chandra, 2002. "Building Technological Capabilities In A Liberalising Developing Economy: Firm Strategies And Public Policy," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(4-5), pages 399-421.
    21. Rabellotti, Roberta, 1999. "Recovery of a Mexican Cluster: Devaluation Bonanza or Collective Efficiency?," World Development, Elsevier, vol. 27(9), pages 1571-1585, September.
    22. Maskell, Peter & Malmberg, Anders, 1999. "Localised Learning and Industrial Competitiveness," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 167-185, March.
    23. Bresnahan,Timothy & Gambardella,Alfonso (ed.), 2004. "Building High-Tech Clusters," Cambridge Books, Cambridge University Press, number 9780521827225, November.
    24. Maryann Feldman, 1999. "The New Economics Of Innovation, Spillovers And Agglomeration: Areview Of Empirical Studies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 5-25.
    25. Nadvi, Khalid, 1999. "Collective Efficiency and Collective Failure: The Response of the Sialkot Surgical Instrument Cluster to Global Quality Pressures," World Development, Elsevier, vol. 27(9), pages 1605-1626, September.
    26. Cowan, Robin & David, Paul A & Foray, Dominique, 2000. "The Explicit Economics of Knowledge Codification and Tacitness," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(2), pages 211-253, June.
    27. Suma Athreye, 2000. "Agglomeration and Growth: A Study of the Cambridge Hi-Tech Cluster," Open Discussion Papers in Economics 29, The Open University, Faculty of Social Sciences, Department of Economics.
    28. 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.
    29. Geoffrey G. Bell, 2005. "Clusters, networks, and firm innovativeness," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 287-295, March.
    30. Almeida, Paul & Kogut, Bruce, 1997. "The Exploration of Technological Diversity and the Geographic Localization of Innovation," Small Business Economics, Springer, vol. 9(1), pages 21-31, February.
    31. Visser, Evert-jan, 1999. "A Comparison of Clustered and Dispersed Firms in the Small-Scale Clothing Industry of Lima," World Development, Elsevier, vol. 27(9), pages 1553-1570, September.
    32. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    33. Ash Amin & Patrick Cohendet, 2000. "Organisational Learning and Governance Through Embedded Practices," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 4(1), pages 93-116, March.
    34. Rakesh Basant & Pankaj Chandra, 2002. "Building technological capabilities in a liberalising developing economy: Firm strategies and public policy," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(6), pages 1-23.
    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. Nils Grashof & Dirk Fornahl, 2020. "To be or not to be located in a cluster? A descriptive meta-analysis of the firm-specific cluster effect," Working Papers on Innovation and Space 2020-01, Philipps University Marburg, Department of Geography.
    2. Nils Grashof & Dirk Fornahl, 2021. "“To be or not to be” located in a cluster?—A descriptive meta-analysis of the firm-specific cluster effect," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(3), pages 541-591, December.

    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. Feldman, Maryann P. & Kogler, Dieter F., 2010. "Stylized Facts in the Geography of Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 381-410, Elsevier.
    2. Christophe Carrincazeaux & Frédéric Gaschet, 2006. "Knowledge and the diversity of innovation systems: a comparative analysis of European regions," Post-Print hal-00257384, HAL.
    3. Simona Iammarino & Philip McCann, 2010. "The Relationship between Multinational Firms and Innovative Clusters," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 8, Edward Elgar Publishing.
    4. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    5. Rosina Moreno & Ernest Miguélez, 2012. "A Relational Approach To The Geography Of Innovation: A Typology Of Regions," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 492-516, July.
    6. Rosenfeld, Martin T. W. & Hornych, Christoph, 2021. "Wie vernetzt sind die privaten Firmen in Mitteldeutschland? Räumliche Muster der Kooperation im Rahmen "Formeller Unternehmensnetzwerke" (FUN)," Arbeitsberichte der ARL: Aufsätze, in: Rosenfeld, Martin T. W. & Stefansky, Andreas (ed.), "Metropolregion Mitteldeutschland" aus raumwissenschaftlicher Sicht, volume 30, pages 96-126, ARL – Akademie für Raumentwicklung in der Leibniz-Gemeinschaft.
    7. Aiqi Wu & Cassandra C. Wang & Shengxiao Li, 2015. "Geographical knowledge search, internal R&D intensity and product innovation of clustering firms in Zhejiang, China," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 553-572, August.
    8. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342, February.
    9. Enrica Imbert & Piergiuseppe Morone & Francesca Bigi, 2019. "Assessing the potential of social enterprises through social network analysis - Evidence from Albania," Journal of Evolutionary Economics, Springer, vol. 29(4), pages 1211-1239, September.
    10. Fiorenza Belussi & Silvia R. Sedita, 2012. "Industrial Districts as Open Learning Systems: Combining Emergent and Deliberate Knowledge Structures," Regional Studies, Taylor & Francis Journals, vol. 46(2), pages 165-184, April.
    11. Iammarino, Simona & McCann, Philip, 2006. "The structure and evolution of industrial clusters: Transactions, technology and knowledge spillovers," Research Policy, Elsevier, vol. 35(7), pages 1018-1036, September.
    12. Der-Shiuan Lee & Breandán Ó Huallacháin, 2012. "Spatial Network-based and Regional Proximity in US Biotechnology," Chapters, in: Marina van Geenhuizen & Peter Nijkamp (ed.), Creative Knowledge Cities, chapter 12, Edward Elgar Publishing.
    13. Thomas Doring & Jan Schnellenbach, 2006. "What do we know about geographical knowledge spillovers and regional growth?: A survey of the literature," Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 375-395.
    14. Dimitris KALLIORAS & Nickolaos TZEREMES & Panayiotis TZEREMES & Maria ADAMAKOU, 2021. "Technological Change, Technological Catch-Up And Market Potential: Evidence From The Eu Regions," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 135-151, June.
    15. Kesidou, Effie & Romijn, Henny, 2008. "Do Local Knowledge Spillovers Matter for Development? An Empirical Study of Uruguay's Software Cluster," World Development, Elsevier, vol. 36(10), pages 2004-2028, October.
    16. Elisa Giuliani, 2005. "The Structure of Cluster Knowledge Networks Uneven, not Pervasive and Collective," DRUID Working Papers 05-11, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    17. Riccardo Crescenzi & Andrea Filippetti & Simona Iammarino, 2017. "Academic inventors: collaboration and proximity with industry," The Journal of Technology Transfer, Springer, vol. 42(4), pages 730-762, August.
    18. Francesco Quatraro & Stefano Usai, 2017. "Are knowledge flows all alike? Evidence from European regions," Regional Studies, Taylor & Francis Journals, vol. 51(8), pages 1246-1258, August.
    19. Imbert, Enrica & Morone, Piergiuseppe & Bigi, Francesca, 2016. "Assessing the potential of social enterprises through social network analysis: Evidence from Albania," MPRA Paper 78115, University Library of Munich, Germany.
    20. Ferretti, Marco & Guerini, Massimiliano & Panetti, Eva & Parmentola, Adele, 2022. "The partner next door? The effect of micro-geographical proximity on intra-cluster inter-organizational relationships," Technovation, Elsevier, vol. 111(C).

    More about this item

    Keywords

    Industrial Clustering; Information Technology industry; Networks; Capabilities;
    All these keywords.

    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:iim:iimawp:10677. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/eciimin.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.