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Social Network Analysis Methodologies for the Evaluation of Cluster Development Programs

Author

Listed:
  • Giuliani, Elisa

    (Department of Economics and Management, University of Pisa; CIRCLE, Lund University)

  • Pietrobelli, Carlo

    (Inter-American Development Bank)

Abstract
Cluster development programs (CDPs) have been adopted widely in many countries worldwide. Many such programs aim to promote economic development by forming and strengthening inter-organizational networks. Despite their widespread diffusion, we know very little about CDP outputs or the impact CDPs have on host regions and their populations. Evaluation studies are beginning to appear, but the overall concern is that a distinct evaluation concept and method with a focus on CDPs is not yet available. The objective of this paper is to address this limitation, by proposing a novel methodological approach in the evaluation of CDPs based on the application of concepts and methods of social network analysis (SNA).

Suggested Citation

  • 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.
  • Handle: RePEc:hhs:lucirc:2014_011
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    References listed on IDEAS

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    1. Tarun Khanna & Jan W. Rivkin, 2001. "Estimating the performance effects of business groups in emerging markets," Strategic Management Journal, Wiley Blackwell, vol. 22(1), pages 45-74, January.
    2. Nishimura, Junichi & Okamuro, Hiroyuki, 2011. "Subsidy and networking: The effects of direct and indirect support programs of the cluster policy," Research Policy, Elsevier, vol. 40(5), pages 714-727, June.
    3. Bill McEvily & Akbar Zaheer, 1999. "Bridging ties: a source of firm heterogeneity in competitive capabilities," Strategic Management Journal, Wiley Blackwell, vol. 20(12), pages 1133-1156, December.
    4. repec:idb:brikps:publication-detail,7101.html?id=9403 is not listed on IDEAS
    5. Giuliani, Elisa & Bell, Martin, 2005. "The micro-determinants of meso-level learning and innovation: evidence from a Chilean wine cluster," Research Policy, Elsevier, vol. 34(1), pages 47-68, February.
    6. Elisa Giuliani & Andrea Morrison & Roberta Rabellotti (ed.), 2011. "Innovation and Technological Catch-Up," Books, Edward Elgar Publishing, number 13859.
    7. Elisa Giuliani, 2007. "The selective nature of knowledge networks in clusters: evidence from the wine industry," Journal of Economic Geography, Oxford University Press, vol. 7(2), pages 139-168, March.
    8. Giuliani, Elisa & Pietrobelli, Carlo & Rabellotti, Roberta, 2005. "Upgrading in Global Value Chains: Lessons from Latin American Clusters," World Development, Elsevier, vol. 33(4), pages 549-573, April.
    9. Susana Borrás & Dimitrios Tsagdis, 2008. "Cluster Policies in Europe," Books, Edward Elgar Publishing, number 4134.
    10. Freeman, C., 1991. "Networks of innovators: A synthesis of research issues," Research Policy, Elsevier, vol. 20(5), pages 499-514, October.
    11. Ubfal, Diego & Maffioli, Alessandro, 2010. "The Impact of Funding on Research Collaboration: Evidence from Argentina," IDB Publications (Working Papers) 2663, Inter-American Development Bank.
    12. repec:idb:brikps:publication-detail,7101.html?id=19806 is not listed on IDEAS
    13. Judy L. Baker, 2000. "Evaluating the Impact of Development Projects on Poverty : A Handbook for Practitioners," World Bank Publications - Books, The World Bank Group, number 13949.
    14. Per Lundequist & Dominic Power, 2002. "Putting Porter into Practice? Practices of Regional Cluster Building: Evidence from Sweden," European Planning Studies, Taylor & Francis Journals, vol. 10(6), pages 685-704, September.
    15. Srikanth Paruchuri, 2010. "Intraorganizational Networks, Interorganizational Networks, and the Impact of Central Inventors: A Longitudinal Study of Pharmaceutical Firms," Organization Science, INFORMS, vol. 21(1), pages 63-80, February.
    16. 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.
    17. Geoffrey G. Bell, 2005. "Clusters, networks, and firm innovativeness," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 287-295, March.
    18. Giuliani, Elisa & Arza, Valeria, 2009. "What drives the formation of 'valuable' university-industry linkages?: Insights from the wine industry," Research Policy, Elsevier, vol. 38(6), pages 906-921, July.
    19. Udo Staber, 2001. "The Structure of Networks in Industrial Districts," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 25(3), pages 537-552, September.
    20. Paul Winters & Lina Salazar & Alessandro Maffioli, 2010. "Designing Impact Evaluations for Agricultural Projects," SPD Working Papers 1007, Inter-American Development Bank, Office of Strategic Planning and Development Effectiveness (SPD).
    21. R. Luce & Albert Perry, 1949. "A method of matrix analysis of group structure," Psychometrika, Springer;The Psychometric Society, vol. 14(2), pages 95-116, June.
    22. Tim Rowley & Dean Behrens & David Krackhardt, 2000. "Redundant governance structures: an analysis of structural and relational embeddedness in the steel and semiconductor industries," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 369-386, March.
    23. Martina Fromhold-Eisebith & Günter Eisebith, 2008. "Looking Behind Facades: Evaluating Effects of (Automotive) Cluster Promotion," Regional Studies, Taylor & Francis Journals, vol. 42(10), pages 1343-1356.
    24. Russo, Margherita & Rossi, Federica, 2008. "Cooperation networks and innovation: A complex system perspective to the analysis and evaluation of a EU regional innovation policy programme," MPRA Paper 10156, University Library of Munich, Germany.
    25. Alessandro Maffioli, 2005. "The Formation of Network and Public Intervention: Theory and Evidence from the Chilean Experience," ISLA Working Papers 23, ISLA, Centre for research on Latin American Studies and Transition Economies, Universita' Bocconi, Milano, Italy, revised May 2005.
    26. Gino Cattani & Simone Ferriani, 2008. "A Core/Periphery Perspective on Individual Creative Performance: Social Networks and Cinematic Achievements in the Hollywood Film Industry," Organization Science, INFORMS, vol. 19(6), pages 824-844, December.
    27. Fromhold-Eisebith, Martina & Eisebith, Gunter, 2005. "How to institutionalize innovative clusters? Comparing explicit top-down and implicit bottom-up approaches," Research Policy, Elsevier, vol. 34(8), pages 1250-1268, October.
    28. Martin Gargiulo & Mario Benassi, 2000. "Trapped in Your Own Net? Network Cohesion, Structural Holes, and the Adaptation of Social Capital," Organization Science, INFORMS, vol. 11(2), pages 183-196, April.
    29. Huggins, Robert, 2001. "Inter-firm network policies and firm performance: evaluating the impact of initiatives in the United Kingdom," Research Policy, Elsevier, vol. 30(3), pages 443-458, March.
    30. Ann Markusen, 1996. "Sticky Places in Slippery Space: A Typology of Industrial Districts," Economic Geography, Taylor & Francis Journals, vol. 72(3), pages 293-313, July.
    31. Frank Mcdonald & Qihai Huang & Dimitrios Tsagdis & Heinz Josef Tuselmann, 2007. "Is There Evidence to Support Porter-type Cluster Policies?," Regional Studies, Taylor & Francis Journals, vol. 41(1), pages 39-49.
    32. Derek De Solla Price, 1976. "A general theory of bibliometric and other cumulative advantage processes," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 27(5), pages 292-306, September.
    33. Maria Angeles Diez, 2001. "The Evaluation of Regional Innovation and Cluster Policies: Towards a Participatory Approach," European Planning Studies, Taylor & Francis Journals, vol. 9(7), pages 907-923, October.
    34. Franco Boneu & David Alfaro Serrano & Alessandro Maffioli & Carlo Pietrobelli & Rodolfo Stucchi & Gabriel Casaburi & Victoria Castillo & Lucas Figal Garone & Elisa Giuliani & David Giuliodori & Andrés, 2016. "The Impact Evaluation of Cluster Development Programs: Methods and Practices," IDB Publications (Books), Inter-American Development Bank, number 94056 edited by Alessandro Maffioli & Carlo Pietrobelli & Rodolfo Stucchi, February.
    35. David Dekker & David Krackhardt & Tom Snijders, 2007. "Sensitivity of MRQAP Tests to Collinearity and Autocorrelation Conditions," Psychometrika, Springer;The Psychometric Society, vol. 72(4), pages 563-581, December.
    36. Diego Ubfal & Alessandro Maffioli, 2010. "The Impact of Funding on Research Collaboration: Evidence from Argentina," IDB Publications (Working Papers) 9395, Inter-American Development Bank.
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    Cited by:

    1. 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.
    2. 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.
    3. 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.
    4. Graf, Holger & Broekel, Tom, 2020. "A shot in the dark? Policy influence on cluster networks," Research Policy, Elsevier, vol. 49(3).
    5. Liu, Ju & Chaminade, Cristina, 2014. "Exploring the interplay, differences, and commonalities between global production networks and global innovation networks of two multinational companies," Papers in Innovation Studies 2014/7, Lund University, CIRCLE - Centre for Innovation Research.
    6. Bastien Bernela & Marie Ferru & Marc-Hubert Depret, 2017. "When genesis shapes cluster life cycle? Applying mixed method on a French cluster case study," Working Papers halshs-01616929, HAL.
    7. Christian Longhi, 2015. "Clusters and Collective Learning Networks: The Case of the Competitiveness Cluster 'Secure Communicating Solutions' in the French Provence-Alpes-Côte d'Azur Region," GREDEG Working Papers 2015-28, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    8. David Marek & Jiří Blažek, 2016. "The challenge of breaking the academia--business firewall in Czechia: comparing the role of differentiated knowledge bases in collaborative R&D projects," European Planning Studies, Taylor & Francis Journals, vol. 24(4), pages 809-831.
    9. José-Antonio Belso-Martínez & Manuel Expósito-Langa, 2015. "Persistence and extinction of brokerage roles in clusters: the role of status, former experiences and extra-cluster relationships," Papers in Evolutionary Economic Geography (PEEG) 1501, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2015.
    10. Stefan Töpfer & Uwe Cantner & Holger Graf, 2019. "Structural dynamics of innovation networks in German Leading-Edge Clusters," The Journal of Technology Transfer, Springer, vol. 44(6), pages 1816-1839, December.
    11. Mari Jose Aranguren & Edurne Magro & James R Wilson, 2017. "Regional competitiveness policy evaluation as a transformative process: From theory to practice," Environment and Planning C, , vol. 35(4), pages 703-720, June.

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    More about this item

    Keywords

    cluster development programs; policy evaluation; social network analysis;
    All these keywords.

    JEL classification:

    • O22 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Project Analysis
    • O29 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Other
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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