Analyzing the Mechanisms of Local Knowledge Spillovers and Their Dynamics from the Perspective of Evolutionary Economic Geography (Case Study Khuzestan Oil, Gas and Petrochemical Equipment Cluster)

Document Type : Research Paper

Authors

1 PhD Student in Science and Technology Policy, School of Management, Economics, and Progress Engineering, Iran University of Science and Technology, Tehran, Iran.

2 Faculty Member, School of Management, Economics, and Progress Engineering, Iran University of Science and Technology, Tehran, Iran.

3 Faculty Member, National Research Institute for Science Policy, Tehran, Iran.

Abstract

In the evolutionary economic geography and innovation studies, local knowledge spillovers have been conceptualized as a regional phenomena, but the mechanisms through which knowledge is transferred between firms in the region have received less attention.This study aims to investigate the dynamics and structural features of multiple networks of knowledge spillovers in the studied industrial cluster. A descriptive Social Network Analysis (SNA) approach has been used to illustrate and examine the structure of interactions in three separate but complementary knowledge networks within Khuzestan Oil, Gas, and Petrochemical Equipment Cluster. Due to the lack of data on firms innovation activities and knowledge interactions within the region, the necessary data was collected through interview and questionnaire and then using the SNA, the structural features of interactions in the three knowledge networks in the region have been studied. The results show that the firms geographical and social proximity in the region has led to the formation of various knowledge interactions between the firms. Further, among the monitoring, labor mobility, and cooperation mechanisms, the network of collaborative interactions has the highest density at the cluster level. Accordingly, the collaboration network has the greatest potential to function as a knowledge spillover channel due to its higher density and the small number of isolated firms.

Keywords

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References

Andersson, M., & Karlsson, C. (2004). The role of accessibility for the performance of regional innovation systems [Working Paper].Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies. https://ideas.repec.org/p/hhs/cesisp/0009.html
Asheim, & Gertler. (2005). The geography of innovation: Regional innovation systems. In J. M. Fagerberg, D. C. Mowery, & R. R. Nelson (Eds.), The Oxford handbook of innovation (pp. 291-317). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199286805.003.0011
Audretsch, & Feldman. (1996). R&D spillovers and the geography of innovation and production. The American Economic Review, 86(3), 630-640. https://www.jstor.org/stable/2118216
Audretsch, D. B., & Feldman, M. P. (2004). Knowledge spillovers and the geography of innovation. In G. Duranton, V. Henderson, & W. Strange (Eds.), Handbook of regional and urban economics (Vol. 4, pp. 2713-2739). Elsevier. https://doi.org/10.1016/s1574-0080(04)80018-x
Bahmani, M., Jamshidnejad, A., & Jenaei, O. (2015). Spatial technological spillover analysis in selected countries in Asia [In Persian]. Journal of Technology Development Management, 3(3), 105-125. https://doi.org/10.22104/jtdm.2016.380
Balland, P. (2012). Proximity and the evolution of collaboration networks: Evidence from research and development projects within the global navigation satellite system (GNSS) industry. Regional Studies, 46(6), 741–756. https://doi.org/10.1080/00343404.2010.529121
Borgatti, S. P., Everett, M. G., & and Freeman, L. C. (2002). Ucinet 6 for Windows: Software for social network analysis. Harvard, MA: Analytic Technologies.
Boschma, R. (2005). Proximity and innovation: A critical assessment. Regional Studies, 39(1), 61-74. https://doi.org/10.1080/0034340052000320887
Boschma, R. A., & Ter Wal, A. L. J. (2007). Knowledge networks and innovative performance in an industrial district: The case of a footwear district in the south of Italy. Industry & Innovation, 14(2), 177-199. https://doi.org/10.1080/13662710701253441
Boschma, R., & Frenken, K. (2010). The spatial evolution of innovation networks: a proximity perspective. In R. Boschma, K. Frenken (Eds.), Handbook of Evolutionary Economic Geography (120-139). Edward Elgar. https://doi.org/10.4337/9781849806497.00012 
Breschi, S., & Lissoni, F. (2001). Localised knowledge spillovers vs. innovative milieux: Knowledge “tacitness” reconsidered. Papers in Regional Science, 80(3), 255-273. https://doi.org/10.1007/pl00013627
Breschi, S., & Lissoni, F. (2009). Mobility of skilled workers and co-invention networks: An anatomy of localized knowledge flows. Journal of Economic Geography, 9(4), 439-468. https://doi.org/10.1093/jeg/lbp008
Cassi, L., & Plunket, A. (2015). Research collaboration in co-inventor networks: Combining closure, bridging and proximities. Regional Studies, 49(6), 936-954. https://doi.org/10.1080/00343404.2013.816412
Eghbal., Davaie-Markazi., Keshmiri., Pakseresht., Kiarasi., & Ooshani. (2017). Development of Oil and Gas Areas of Innovation in Iran [Conference presentation]. IASP World Conference, Istanbul, Turkey.
Giuliani, E. (2007). The selective nature of knowledge networks in clusters: Evidence from the wine industry. Journal of Economic Geography, 7(2), 139-168. https://doi.org/10.1093/jeg/lbl014
Giuliani, E., & Bell, M. (2005). The micro-determinants of meso-level learning and innovation: Evidence from a Chilean wine cluster. Research Policy, 34(1), 47-68. https://doi.org/10.1016/j.respol.2004.10.008
Giuliani, E., & Pietrobelli, C. (2014). Social network analysis methodologies for the evaluation of cluster development programs [Technical notes, No. IDB-TN-317]. Inter-American Development Bank. https://arpi.unipi.it/handle/11568/786587
Giuliani, E., Matta, A., & Pietrobelli, C. (2016). Networks, cluster development programs, and performance: The electronics cluster in Córdoba, Argentina. In A. Maffioli, C. Pietrobelli & R. Stucchi (Eds.), The Impact Evaluation of Cluster Development Programs: Methods and Practices (pp. 117-150). Inter-American Development Bank.
Glaeser, E. L., Kallal, H. D., Scheinkman, J. A., & Shleifer, A. (1992). Growth in cities. Journal of Political Economy, 100(6), 1126-1152. https://doi.org/10.1086/261856
Glückler, J., & Doreian, P. (2016). Editorial: social network analysis and economic geography—positional, evolutionary and multi-level approaches. Journal of Economic Geography, 16(6), 1123-1134. https://doi.org/10.1093/jeg/lbw041
Griliches, Z. (1979). Issues in assessing the contribution of research and development to productivity growth. The Bell Journal of Economics, 10(1), 92-116. https://doi.org/10.2307/3003321
Grillitsch, M., & Nilsson, M. (2015). Innovation in peripheral regions: Do collaborations compensate for a lack of local knowledge spillovers? The Annals of Regional Science, 54(1), 299–321. https://doi.org/10.1007/s00168-014-0655-8
Grillitsch, M., & Nilsson, M. (2017). Firm performance in the periphery: On the relation between firm-internal knowledge and local knowledge spillovers. Regional Studies, 51(8), 1219-1231. https://doi.org/10.1080/00343404.2016.1175554
Grillitsch, M., Trippl, M. (2014). Combining knowledge from different sources, channels and geographical scales. European Planning Studies, 22(11), 2305–2325. https://doi.org/10.1080/09654313.2013.835793
Huggins, R., & Thompson, P. (2014). A Network-based view of regional growth. Journal of Economic Geography, 14(3), 511-545. https://doi.org/10.1093/jeg/lbt012
Jaffe, A. B. (1986). Real effects of academic research. The American Economic Review, 79(5), 957-970. http://dimetic.dime-eu.org/dimetic_files/JaffeAER1989.pdf
Jaffe, A. B., Trajtenberg, M., & Henderson, R. (1993). Geographic localization of knowledge spillovers as evidenced by patent citations. The Quarterly Journal of Economics, 108(3), 577-598. https://doi.org/10.2307/2118401
Kamath, A. (2013). Interactive knowledge exchanges under complex social relations: A simulation model of a developing country cluster. Technology in Society, 35(4), 294-305. https://doi.org/10.1016/j.techsoc.2013.09.002
Kashanimanesh. (2013). Evaluation of the role of network structure in the development of sample industrial clusters [In Persian, Unpublished master's thesis]. Azad University of Tehran.
Kesidou, E., Caniëls, M. C. A., & Romijn, H. A. (2009). Local knowledge spillovers and development: An exploration of the software cluster in Uruguay. Industry and Innovation, 16(2), 247-272. https://doi.org/10.1080/13662710902764444
Krugman, P. (1991). Increasing returns and economic geography. Journal of Political Economy, 99(3), 483-499. https://doi.org/10.1086/261763
Marshall, A. (1920). Principles of Economics. MacMillan.
Martin, R., & Moodysson, J. (2013). Comparing knowledge bases: On the geography and organization of knowledge sourcing in the regional innovation system of Scania, Sweden. European Urban and Regional Studies, 20(2), 170-187. https://doi.org/10.1177/0969776411427326
Moradi, M., & Zandipak, R. (2017). Comparison of industrial cluster and cluster of science and technology in terms of organizational compliance with the role of organizational learning mediation [in Persian]. Journal of Technology Development Management, 5(2), 63-97. https://doi.org/10.22104/jtdm.2018.2051.1712
Plechero, M., Kulkarni, M., Chaminade, C., & Parthasarathy, B. (2020). Explaining the past, predicting the future: The influence of regional trajectories on innovation networks of new industries in emerging economies. Industry and Innovation, 1-23. https://doi.org/10.1080/13662716.2020.1780419
Plum, O., & Hassink, R. (2013). Analysing the knowledge base configuration that drives southwest Saxony’s automotive firms. European Urban and Regional Studies, 20(2), 206-226. https://doi.org/10.1177/0969776412454127
Ponds, R., Van Oort, F., & Frenken, K. (2007). The geographical and institutional proximity of research collaboration. Papers in Regional Science, 86(3), 423-443. https://doi.org/10.1111/j.1435-5957.2007.00126.x
Porter, M. E. (1990). The competitive advantage of nations. Macmillan.
Rallet, A., & Torre, A. (1999). Is geographical proximity necessary in the innovation networks in the era of global economy?. GeoJournal, 49(4), 373-380. https://doi.org/10.1023/a:1007140329027
Robins, G. (2015). Doing social network research: Network-based research design for social scientists. SAGE Publications. https://doi.org/10.4135/9781473916753
Romer, P.M. (1986). Increasing returns and long-run economic growth. Journal of Political Economy, 94(5),1002–37. https://doi.org/10.1086/261420
Saxenian, A. (2007), The new Argonauts: Regional advantage in a global economy. Harvard University Press. https://doi.org/10.2307/j.ctv1dp0ttd
Shirvan, S. (2016). Investigation of the effect of regional learning on the innovation of industrial enterprises (Case study: Food industry enterprises and parts manufacturing industries in Toos industrial town of Mashhad) [In Persian, Unpublished master's thesis]. Tarbiat Modares University.
Singh, J. (2005). Collaborative networks as determinants of knowledge diffusion patterns. Management Science, 51(5), 756–70. https://doi.org/10.1287/mnsc.1040.0349
Taghidokht, H. (2010). The role of regional innovation systems in the development of metropolitan regions: The case of the machinery & industrial equipments and food & beverage industry in the Tabriz metropolitan region [In Persian, Unpublished master's thesis]. Tarbiat Modares University.
Ter Wal, A. L., & Boschma, R. A. (2009). Applying social network analysis in economic geography: Framing some key analytic issues. The Annals of Regional Science, 43(3), 739-756. https://doi.org/10.1007/s00168-008-0258-3
Tödtling, F., Grillitsch, M., & Höglinger, C. (2012). Knowledge sourcing and innovation in Austrian ICT companies—How does geography matter?. Industry and Innovation, 19(4), 327-348. https://doi.org/10.1080/13662716.2012.694678
Tödtling, F., Lehner, P., & Kaufmann, A. (2009). Do different types of innovation rely on specific kinds of knowledge interactions? Technovation, 29(1), 59-71. https://doi.org/10.1016/j.technovation.2008.05.002
Tödtling, F., Lehner, P., & Trippl, M. (2006). Innovation in knowledge intensive industries: The nature and geography of knowledge links. European Planning Studies, 14(8), 1035-1058. https://doi.org/10.1080/09654310600852365
Trippl, M., Tödtling, F., & Lengauer, L. (2009). Knowledge sourcing beyond buzz and pipelines: Evidence from the Vienna software sector. Economic Geography, 85(4), 443-462. https://doi.org/10.1111/j.1944-8287.2009.01047.x
Tsouri, M., & Pegoretti, G. (2020). Structure and resilience of local knowledge networks: The case of the ICT network in Trentino. Industry and Innovation, 1-20. https://doi.org/10.1080/13662716.2020.1775070
Wasserman, S., & Faust, K. (1994). Social network analysis: Methods and applications (Vol. 8). Cambridge University Press. https://doi.org/10.1017/cbo9780511815478
Journal of Technology Development Management
Volume 8, Issue 3
December 2020
Pages 93-121

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History

  • Receive Date: 16 February 2020
  • Revise Date: 20 October 2020
  • Accept Date: 08 December 2020

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