IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v13y2022i4d10.1007_s13132-021-00829-3.html
   My bibliography  Save this article

The Nature and Geography of Knowledge Sourcing in a Developing Region: the Case of Engineering-Based Cluster

Author

Listed:
  • Safora Allahy

    (Iran University of Science and Technology)

  • Reza Naghizadeh

    (National Research Institute for Science Policy)

  • Saeed Shavvalpour

    (Iran University of Science and Technology)

  • Joao Ferreira

    (University of Beira Interior)

  • Naser Bagheri Moghaddam

    (National Research Institute for Science Policy)

Abstract

This study contributes to understanding the nature and geography of multiple knowledge sourcing channels in an engineering-based cluster in a developing economy context. The aim is to investigate how, with whom, and across what distances firms source knowledge. The study applies social network analyses and descriptive statistics to investigate the aim of the paper. The empirical analysis is based on structured interviews, showing that firms rely heavily on the synthetic knowledge base. The collaboration network has the highest density at the cluster level, followed by monitoring at the international level. Each knowledge sourcing mechanism entails a different spatial reach. Also, the positions of knowledge sources in the networks are different. Most valuable knowledge linkages are at the regional level, while linkages have almost a small share at the national level. Among the linkages of firms with knowledge sources, the largest number of ties is related to interactions with the other firms at the international level and customers within the region. Some policy implications for fine-tuned regional innovation are explored.

Suggested Citation

  • Safora Allahy & Reza Naghizadeh & Saeed Shavvalpour & Joao Ferreira & Naser Bagheri Moghaddam, 2022. "The Nature and Geography of Knowledge Sourcing in a Developing Region: the Case of Engineering-Based Cluster," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(4), pages 3076-3102, December.
  • Handle: RePEc:spr:jknowl:v:13:y:2022:i:4:d:10.1007_s13132-021-00829-3
    DOI: 10.1007/s13132-021-00829-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-021-00829-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-021-00829-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Johannes Glückler & Patrick Doreian, 2016. "Editorial: social network analysis and economic geography—positional, evolutionary and multi-level approaches," Journal of Economic Geography, Oxford University Press, vol. 16(6), pages 1123-1134.
    2. Markus Grillitsch & Josephine Rekers & Franz Tödtling, 2019. "When drivers of clusters shift scale from local towards global: What remains for regional innovation policy?," PEGIS geo-disc-2019_03, Institute for Economic Geography and GIScience, Department of Socioeconomics, Vienna University of Economics and Business.
    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. Schmitz, Hubert, 1999. "Collective Efficiency and Increasing Returns," Cambridge Journal of Economics, Oxford University Press, vol. 23(4), pages 465-483, July.
    5. 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.
    6. Cristina Chaminade, 2011. "Are Knowledge Bases Enough? A Comparative Study of the Geography of Knowledge Sources in China (Great Beijing) and India (Pune)," European Planning Studies, Taylor & Francis Journals, vol. 19(7), pages 1357-1373, July.
    7. 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.
    8. Szogs, Astrid & Chaminade, Cristina & Azatyan, Ruzana, 2008. "Building absorptive capacity in less developed countries The case of Tanzania," Papers in Innovation Studies 2008/5, Lund University, CIRCLE - Centre for Innovation Research.
    9. Mirimoghadam, Mojdeh & Ghazinoory, Sepehr, 2017. "An institutional analysis of technological learning in Iran's oil and gas industry: Case study of south Pars gas field development," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 262-274.
    10. 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.
    11. Arne Isaksen & James Karlsen, 2012. "What Is Regional in Regional Clusters? The Case of the Globally Oriented Oil and Gas Cluster in Agder, Norway," Industry and Innovation, Taylor & Francis Journals, vol. 19(3), pages 249-263, April.
    12. M. S. Gertler & Y. M. Levitte, 2005. "Local Nodes in Global Networks: The Geography of Knowledge Flows in Biotechnology Innovation," Industry and Innovation, Taylor & Francis Journals, vol. 12(4), pages 487-507.
    13. Rodrigo Arocena & Judith Sutz, 2000. "Looking At National Systems Of Innovation From The South," Industry and Innovation, Taylor & Francis Journals, vol. 7(1), pages 55-75.
    14. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 49, pages 2119-2171, Elsevier.
    15. Stefano Breschi & Francesco Lissoni, 2001. "articles: Localised knowledge spillovers vs. innovative milieux: Knowledge "tacitness" reconsidered," Papers in Regional Science, Springer;Regional Science Association International, vol. 80(3), pages 255-273.
    16. Roman Martin & Jan Ole Rypestøl, 2018. "Linking content and technology: on the geography of innovation networks in the Bergen media cluster," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 966-989, November.
    17. Markus Grillitsch & Magnus Nilsson, 2015. "Innovation in peripheral regions: Do collaborations compensate for a lack of local knowledge spillovers?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(1), pages 299-321, January.
    18. Anders Malmberg & Peter Maskell, 2006. "Localized Learning Revisited," Growth and Change, Wiley Blackwell, vol. 37(1), pages 1-18, March.
    19. Bair, Jennifer & Gereffi, Gary, 2001. "Local Clusters in Global Chains: The Causes and Consequences of Export Dynamism in Torreon's Blue Jeans Industry," World Development, Elsevier, vol. 29(11), pages 1885-1903, November.
    20. Chaminade, Cristina & Vang, Jan, 2008. "Globalisation of knowledge production and regional innovation policy: Supporting specialized hubs in the Bangalore software industry," Research Policy, Elsevier, vol. 37(10), pages 1684-1696, December.
    21. Stefano Breschi & Francesco Lissoni, 2009. "Mobility of skilled workers and co-invention networks: an anatomy of localized knowledge flows," Journal of Economic Geography, Oxford University Press, vol. 9(4), pages 439-468, July.
    22. Ron Boschma & Anne L. J. ter Wal, 2007. "Knowledge Networks and Innovative Performance in an Industrial District: The Case of a Footwear District in the South of Italy," Industry and Innovation, Taylor & Francis Journals, vol. 14(2), pages 177-199.
    23. Todtling, Franz & Trippl, Michaela, 2005. "One size fits all?: Towards a differentiated regional innovation policy approach," Research Policy, Elsevier, vol. 34(8), pages 1203-1219, October.
    24. Anne Ter Wal & Ron Boschma, 2009. "Applying social network analysis in economic geography: framing some key analytic issues," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 739-756, September.
    25. Giuliani, Elisa & Pietrobelli, Carlo, 2014. "Social Network Analysis Methodologies for the Evaluation of Cluster Development Programs," Papers in Innovation Studies 2014/11, Lund University, CIRCLE - Centre for Innovation Research.
    26. Franz Tödtling & Markus Grillitsch, 2014. "Types of Innovation, Competencies of Firms, and External Knowledge Sourcing—Findings from Selected Sectors and Regions of Europe," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 5(2), pages 330-356, June.
    27. F. Xavier Molina-Morales & Elisa Giuliani, 2012. "The cluster model: whether and what developing countries should learn from advanced countries," International Journal of Transitions and Innovation Systems, Inderscience Enterprises Ltd, vol. 2(3/4), pages 219-232.
    Full references (including those not matched with items on IDEAS)

    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. Franz Tödtling & Markus Grillitsch, 2015. "Does Combinatorial Knowledge Lead to a Better Innovation Performance of Firms?," European Planning Studies, Taylor & Francis Journals, vol. 23(9), pages 1741-1758, September.
    2. Markus Grillitsch & Magnus Nilsson, 2015. "Innovation in peripheral regions: Do collaborations compensate for a lack of local knowledge spillovers?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(1), pages 299-321, January.
    3. Markus Grillitsch & Magnus Nilsson, 2017. "Firm performance in the periphery: on the relation between firm-internal knowledge and local knowledge spillovers," Regional Studies, Taylor & Francis Journals, vol. 51(8), pages 1219-1231, August.
    4. De Noni, Ivan & Orsi, Luigi & Belussi, Fiorenza, 2018. "The role of collaborative networks in supporting the innovation performances of lagging-behind European regions," Research Policy, Elsevier, vol. 47(1), pages 1-13.
    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. 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.
    7. Qin, Xionghe & Wang, Xueli & Kwan, Mei-Po, 2023. "The contrasting effects of interregional networks and local agglomeration on R&D productivity in Chinese provinces: Insights from an empirical spatial Durbin model," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    8. Björn T. Asheim & Markus Grillitsch & Michaela Trippl, 2016. "Regional innovation systems: past – present – future," Chapters, in: Richard Shearmu & Christophe Carrincazeaux & David Doloreux (ed.), Handbook on the Geographies of Innovation, chapter 2, pages 45-62, Edward Elgar Publishing.
    9. Cristina Chaminade & Monica Plechero, 2015. "Do Regions Make a Difference? Regional Innovation Systems and Global Innovation Networks in the ICT Industry," European Planning Studies, Taylor & Francis Journals, vol. 23(2), pages 215-237, February.
    10. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," 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 349-404, Elsevier.
    11. Stefano Usai & Emanuela Marrocu & Raffaele Paci, 2017. "Networks, Proximities, and Interfirm Knowledge Exchanges," International Regional Science Review, , vol. 40(4), pages 377-404, July.
    12. Elisa Giuliani, 2016. "Human Rights and Corporate Social Responsibility in Developing Countries’ Industrial Clusters," Journal of Business Ethics, Springer, vol. 133(1), pages 39-54, January.
    13. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2012. "Research cooperation within and across regional boundaries. Does innovation policy add anything?," JRC Research Reports JRC76320, Joint Research Centre.
    14. William R. Kerr & Scott Duke Kominers, 2015. "Agglomerative Forces and Cluster Shapes," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 877-899, October.
    15. repec:elg:eechap:14395_13 is not listed on IDEAS
    16. Rune Dahl Fitjar & Andrés Rodríguez-Pose, 2017. "Nothing is in the Air," Growth and Change, Wiley Blackwell, vol. 48(1), pages 22-39, March.
    17. Uwe Cantner & Holger Graf & Susanne Hinzmann, 2013. "Policy Induced Innovation Networks: The Case of the German “Leading-Edge Cluster Competition”," Advances in Spatial Science, in: Thomas Scherngell (ed.), The Geography of Networks and R&D Collaborations, edition 127, chapter 0, pages 335-352, Springer.
    18. Sam Tavassoli & Lars Bengtsson & Charlie Karlsson, 2017. "Strategic entrepreneurship and knowledge spillovers: spatial and aspatial perspectives," International Entrepreneurship and Management Journal, Springer, vol. 13(1), pages 233-249, March.
    19. William R. Kerr & Frederic Robert-Nicoud, 2020. "Tech Clusters," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 50-76, Summer.
    20. Grillitsch, Markus, 2014. "Institutional Change and Economic Evolution in Regions," Papers in Innovation Studies 2014/1, Lund University, CIRCLE - Centre for Innovation Research.
    21. Jili Xu & Fiona Fan Yang & Desheng Xue, 2019. "The Geography of Knowledge Sourcing, Personal Networks, and Innovation Effects: Evidence from the Biomedical Firms in Guangzhou, China," Sustainability, MDPI, vol. 11(12), pages 1-18, June.

    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:spr:jknowl:v:13:y:2022:i:4:d:10.1007_s13132-021-00829-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.