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Complementary interregional linkages and Smart Specialisation: an empirical study on European regions

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  • Pierre-Alexandre Balland
  • Ron Boschma

Abstract

Regional capabilities are regarded a pillar of Smart Specialisation Strategy (S3). There is yet little focus in S3 policy on the role of interregional linkages. This study on 292 NUTS-2 regions in Europe finds that interregional linkages have a positive effect on the probability of regions to diversify, especially in peripheral regions. What matters is not being connected to other regions per se, but being connected to regions that provide complementary capabilities. Finally, we propose a new indicator that enables regions to identify other regions as strategic partners in their S3 policy, depending on the presence of complementary capabilities in other regions.

Suggested Citation

  • Pierre-Alexandre Balland & Ron Boschma, 2021. "Complementary interregional linkages and Smart Specialisation: an empirical study on European regions," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 1059-1070, June.
    • Handle: RePEc:taf:regstd:v:55:y:2021:i:6:p:1059-1070
    DOI: 10.1080/00343404.2020.1861240
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    1. Ron A. Boschma & Jan G. Lambooy, 1999. "Evolutionary economics and economic geography," Journal of Evolutionary Economics, Springer, vol. 9(4), pages 411-429.
    2. Miguélez, Ernest & Moreno, Rosina, 2015. "Knowledge flows and the absorptive capacity of regions," Research Policy, Elsevier, vol. 44(4), pages 833-848.
    3. Joan Crespo & Raphael Suire & Jerome Vicente, 2014. "Lock-in or lock-out? How structural properties of knowledge networks affect regional resilience," Journal of Economic Geography, Oxford University Press, vol. 14(1), pages 199-219, January.
    4. Jerome Vicente & Pierre Balland & Olivier Brossard, 2011. "Getting into Networks and Clusters: Evidence from the Midi-Pyrenean Global Navigation Satellite Systems (GNSS) Collaboration Network," Regional Studies, Taylor & Francis Journals, vol. 45(8), pages 1059-1078.
    5. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Taylor & Francis Journals, vol. 87(3), pages 237-265, July.
    6. Boschma, Ron & Heimeriks, Gaston & Balland, Pierre-Alexandre, 2014. "Scientific knowledge dynamics and relatedness in biotech cities," Research Policy, Elsevier, vol. 43(1), pages 107-114.
    7. Ernest Miguelez & Rosina Moreno, 2018. "Relatedness, external linkages and regional innovation in Europe," Regional Studies, Taylor & Francis Journals, vol. 52(5), pages 688-701, May.
    8. Rachata Muneepeerakul & José Lobo & Shade T Shutters & Andrés Goméz-Liévano & Murad R Qubbaj, 2013. "Urban Economies and Occupation Space: Can They Get “There” from “Here”?," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-8, September.
    9. Ron Boschma & Víctor Martín & Asier Minondo, 2017. "Neighbour regions as the source of new industries," Papers in Regional Science, Wiley Blackwell, vol. 96(2), pages 227-245, June.
    10. Ron Boschma & Pierre-Alexandre Balland & Dieter Franz Kogler, 2015. "Relatedness and technological change in cities: the rise and fall of technological knowledge in US metropolitan areas from 1981 to 2010," Industrial and Corporate Change, Oxford University Press, vol. 24(1), pages 223-250.
    11. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    12. Philip McCann & Raquel Ortega-Argil�s, 2015. "Smart Specialization, Regional Growth and Applications to European Union Cohesion Policy," Regional Studies, Taylor & Francis Journals, vol. 49(8), pages 1291-1302, August.
    13. 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.
    14. Danny MacKinnon & Stuart Dawley & Markus Steen & Max-Peter Menzel & Asbjørn Karlsen & Pascal Sommer & Gard Hopsdal Hansen & Håkon Endresen Normann, 2018. "Path creation, global production networks and regional development: a comparative international analysis of the offshore wind sector," Papers in Evolutionary Economic Geography (PEEG) 1810, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2018.
    15. Rosina Moreno & Raffaele Paci & Stefano Usai, 2005. "Spatial Spillovers and Innovation Activity in European Regions," Environment and Planning A, , vol. 37(10), pages 1793-1812, October.
    16. Holger Graf, 2011. "Gatekeepers in regional networks of innovators," Cambridge Journal of Economics, Oxford University Press, vol. 35(1), pages 173-198.
    17. Anne Ter Wal & Ron Boschma, 2011. "Co-evolution of Firms, Industries and Networks in Space," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 919-933.
    18. Sebastian Henn, 2013. "Transnational Entrepreneurs and the Emergence of Clusters in Peripheral Regions. The Case of the Diamond Cutting Cluster in Gujarat (India)," European Planning Studies, Taylor & Francis Journals, vol. 21(11), pages 1779-1795, November.
    19. Bahar, Dany & Hausmann, Ricardo & Hidalgo, Cesar A., 2014. "Neighbors and the evolution of the comparative advantage of nations: Evidence of international knowledge diffusion?," Journal of International Economics, Elsevier, vol. 92(1), pages 111-123.
    20. Tom Broekel & Wladimir Mueller, 2018. "Critical links in knowledge networks – What about proximities and gatekeeper organisations?," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 919-939, November.
    21. Kolja Hesse & Dirk Fornahl, 2020. "Essential ingredients for radical innovations? The role of (un‐)related variety and external linkages in Germany," Papers in Regional Science, Wiley Blackwell, vol. 99(5), pages 1165-1183, October.
    22. Ron Boschma & Simona Iammarino, 2009. "Related Variety, Trade Linkages, and Regional Growth in Italy," Economic Geography, Clark University, vol. 85(3), pages 289-311, July.
    23. Ascani, Andrea & Bettarelli, Luca & Resmini, Laura & Balland, Pierre-Alexandre, 2020. "Global networks, local specialisation and regional patterns of innovation," Research Policy, Elsevier, vol. 49(8).
    24. Andrés Rodríguez‐Pose & Callum Wilkie, 2019. "Innovating in less developed regions: What drives patenting in the lagging regions of Europe and North America," Growth and Change, Wiley Blackwell, vol. 50(1), pages 4-37, March.
    25. Ron Boschma, 2017. "Relatedness as driver of regional diversification: a research agenda," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 351-364, March.
    26. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    27. De Noni, Ivan & Ganzaroli, Andrea & Orsi, Luigi, 2017. "The impact of intra- and inter-regional knowledge collaboration and technological variety on the knowledge productivity of European regions," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 108-118.
    28. Corinne Autant-Bernard, 2001. "The Geography Of Knowledge Spillovers And Technological Proximity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 10(4), pages 237-254.
    29. Pierre-Alexandre Balland & Cristian Jara-Figueroa & Sergio G. Petralia & Mathieu P. A. Steijn & David L. Rigby & César A. Hidalgo, 2020. "Complex economic activities concentrate in large cities," Nature Human Behaviour, Nature, vol. 4(3), pages 248-254, March.
    30. Sam Tavassoli & Nunzia Carbonara, 2014. "The role of knowledge variety and intensity for regional innovation," Small Business Economics, Springer, vol. 43(2), pages 493-509, August.
    31. 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.
    32. Jens Sorvik & Inger Midtkandal & Chiara Marzocchi & Elvira Uyarra, 2016. "How Outward Looking is Smart Specialisation? Results from a survey on inter-regional collaboration in Smart Specialisation Strategies (RIS3)," JRC Research Reports JRC100813, Joint Research Centre (Seville site).
    33. Ron Boschma & Rikard Eriksson & Urban Lindgren, 2009. "How does labour mobility affect the performance of plants? The importance of relatedness and geographical proximity," Journal of Economic Geography, Oxford University Press, vol. 9(2), pages 169-190, March.
    34. Nicola Cortinovis & Jing Xiao & Ron Boschma & Frank G van Oort, 2017. "Quality of government and social capital as drivers of regional diversification in Europe," Journal of Economic Geography, Oxford University Press, vol. 17(6), pages 1179-1208.
    35. Elvira Uyarra & Chiara Marzocchi & Jens Sorvik, 2018. "How outward looking is smart specialisation? Rationales, drivers and barriers," European Planning Studies, Taylor & Francis Journals, vol. 26(12), pages 2344-2363, December.
    36. Mark Thissen & Frank van Oort & Dario Diodato & Arjan Ruijs, 2013. "Regional Competitiveness and Smart Specialization in Europe," Books, Edward Elgar Publishing, number 15331.
    37. Marcel Bednarz & Tom Broekel, 2019. "The relationship of policy induced R&D networks and inter-regional knowledge diffusion," Journal of Evolutionary Economics, Springer, vol. 29(5), pages 1459-1481, November.
    38. Elvira Uyarra & Jens Sörvik & Inger Midtkandal, 2014. "Inter-regional Collaboration in Research and Innovation Strategies for Smart Specialisation (RIS3). S3 Working Paper Series no 6/2014," JRC Research Reports JRC91963, Joint Research Centre (Seville site).
    39. Andrea Morrison, 2008. "Gatekeepers of Knowledge within Industrial Districts: Who They Are, How They Interact," Regional Studies, Taylor & Francis Journals, vol. 42(6), pages 817-835.
    40. Jérôme Vicente, 2018. "Economics of Clusters," Springer Books, Springer, number 978-3-319-78870-8, July.
    41. Rune Dahl Fitjar & Andrés Rodríguez-Pose, 2014. "When local interaction does not suffice: sources of firm innovation in urban Norway," Chapters, in: André Torre & Frédéric Wallet (ed.), Regional Development and Proximity Relations, chapter 5, pages 195-222, Edward Elgar Publishing.
    42. Wolf-Hendrik Uhlbach & Pierre-Alexandre Balland & Thomas Scherngell, 2017. "R&D Policy and Technological Trajectories of Regions: Evidence from the EU Framework Programmes," Papers in Evolutionary Economic Geography (PEEG) 1722, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2017.
    43. Ron Boschma, 2017. "Relatedness as driver behind regional diversification: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 1702, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2017.
    44. David L. Rigby, 2015. "Technological Relatedness and Knowledge Space: Entry and Exit of US Cities from Patent Classes," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1922-1937, November.
    45. Gallo, Julie Le & Plunket, Anne, 2020. "Regional gatekeepers, inventor networks and inventive performance: Spatial and organizational channels," Research Policy, Elsevier, vol. 49(5).
    46. 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.
    47. Donato Iacobucci & Enrico Guzzini, 2016. "Relatedness and connectivity in technological domains: missing links in S3 design and implementation," European Planning Studies, Taylor & Francis Journals, vol. 24(8), pages 1511-1526, August.
    48. Andrea Morrison & Roberta Rabellotti & Lorenzo Zirulia, 2013. "When Do Global Pipelines Enhance the Diffusion of Knowledge in Clusters?," Economic Geography, Taylor & Francis Journals, vol. 89(1), pages 77-96, January.
    49. 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.
    50. Dieter F. Kogler & David L. Rigby & Isaac Tucker, 2013. "Mapping Knowledge Space and Technological Relatedness in US Cities," European Planning Studies, Taylor & Francis Journals, vol. 21(9), pages 1374-1391, September.
    51. Pierre-Alexandre Balland & David Rigby, 2017. "The Geography of Complex Knowledge," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 1-23, January.
    52. Peter Maskell & Anders Malmberg, 2007. "Myopia, knowledge development and cluster evolution," Journal of Economic Geography, Oxford University Press, vol. 7(5), pages 603-618, September.
    53. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2019. "Smart specialization policy in the European Union: relatedness, knowledge complexity and regional diversification," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1252-1268, September.
    54. Attila Varga & Tamás Sebestyén & Norbert Szabó & László Szerb, 2020. "Estimating the economic impacts of knowledge network and entrepreneurship development in smart specialization policy," Regional Studies, Taylor & Francis Journals, vol. 54(1), pages 48-59, January.
    55. Adam Whittle & Balázs Lengyel & Dieter F. Kogler, 2020. "Understanding Regional Branching Knowledge Diversification via Inventor Collaboration Networks," Papers in Evolutionary Economic Geography (PEEG) 2006, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2020.
    56. Robert Hassink, 2005. "How to unlock regional economies from path dependency? From learning region to learning cluster," European Planning Studies, Taylor & Francis Journals, vol. 13(4), pages 521-535, June.
    57. M�rio Vale & Lu�s Carvalho, 2013. "Knowledge Networks and Processes of Anchoring in Portuguese Biotechnology," Regional Studies, Taylor & Francis Journals, vol. 47(7), pages 1018-1033, July.
    58. Stefano Breschi & Camilla Lenzi, 2015. "The Role of External Linkages and Gatekeepers for the Renewal and Expansion of US Cities' Knowledge Base, 1990-2004," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 782-797, May.
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    Cited by:

    1. Duygu Buyukyazici, 2022. "Skills for Smart Specialization: Relatedness, Complexity and Evaluation of Priorities," Papers in Evolutionary Economic Geography (PEEG) 2218, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2022.
    2. Balland, Pierre-Alexandre & Boschma, Ron, 2022. "Do scientific capabilities in specific domains matter for technological diversification in European regions?," Research Policy, Elsevier, vol. 51(10).
    3. Eva Coll-Martínez & Malia Kedjar & Patricia Renou-Maissant, 2022. "(Green) Knowledge spillovers and regional environmental support: do they matter for the entry of new green tech-based firms?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(1), pages 119-161, August.
    4. Ron Boschma, 2021. "Global Value Chains from an Evolutionary Economic Geography perspective: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 2134, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2021.
    5. Fischer, Bruno & Meissner, Dirk & Vonortas, Nicholas & Guerrero, Maribel, 2022. "Spatial features of entrepreneurial ecosystems," Journal of Business Research, Elsevier, vol. 147(C), pages 27-36.
    6. Abbasiharofteh, Milad & Kinne, Jan & Krüger, Miriam, 2021. "The strength of weak and strong ties in bridging geographic and cognitive distances," ZEW Discussion Papers 21-049, ZEW - Leibniz Centre for European Economic Research.
    7. Giuseppe Calignano, 2022. "Not all peripheries are the same: The importance of relative regional innovativeness in transnational innovation networks," Growth and Change, Wiley Blackwell, vol. 53(1), pages 276-312, March.
    8. Milene Tessarin & Deyu Li & Sergio Petralia & Ron Boschma, 2023. "The future geography of industries and occupations," Papers in Evolutionary Economic Geography (PEEG) 2302, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2023.
    9. Weidenfeld, Adi & Makkonen, Teemu & Clifton, Nick, 2021. "From interregional knowledge networks to systems," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    10. E. Marrocu & R. Paci & D. Rigby & S. Usai, 2020. "Smart Specialization Strategy: any relatedness between theory and practice?," Working Paper CRENoS 202004, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    11. Gergõ Tóth & Zoltán Elekes & Sándor Juhász & Balázs Lengyel, 2021. "Repeated collaboration of inventors across European regions," CERS-IE WORKING PAPERS 2117, Institute of Economics, Centre for Economic and Regional Studies.
    12. Ron Boschma, 2021. "Designing Smart Specialization Policy: relatedness, unrelatedness, or what?," Papers in Evolutionary Economic Geography (PEEG) 2128, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    13. Castellani, Davide & Marin, Giovanni & Montresor, Sandro & Zanfei, Antonello, 2022. "Greenfield foreign direct investments and regional environmental technologies," Research Policy, Elsevier, vol. 51(1).
    14. Matteo Laffi & Ron Boschma, 2022. "Does a local knowledge base in Industry 3.0 foster diversification in Industry 4.0 technologies? Evidence from European regions," Papers in Regional Science, Wiley Blackwell, vol. 101(1), pages 5-35, February.
    15. Carolina Castaldi & Kyriakos Drivas, 2023. "Relatedness, Cross-relatedness and Regional Innovation Specializations: An Analysis of Technology, Design and Market Activities in Europe and the US," Papers in Evolutionary Economic Geography (PEEG) 2307, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Mar 2023.
    16. F. Colozza & R. Boschma & A. Morrison & C. Pietrobelli, 2021. "The importance of global value chains and regional capabilities for the economic complexity of EU-regions," Papers in Evolutionary Economic Geography (PEEG) 2139, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2021.
    17. Ron Boschma & Ernest Miguelez & Rosina Moreno & Diego B. Ocampo-Corrales, 2021. "Technological breakthroughs in European regions: the role of related and unrelated combinations," Papers in Evolutionary Economic Geography (PEEG) 2118, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2021.
    18. Mariane Santos Françoso & Ron Boschma & Nicholas Vonortas, 2022. "Regional diversification in Brazil: the role of relatedness and complexity," Papers in Evolutionary Economic Geography (PEEG) 2206, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2022.
    19. Carmelina Bevilacqua & Poya Sohrabi & Nourhan Hamdy, 2022. "Spatializing Social Networking Analysis to Capture Local Innovation Flows towards Inclusive Transition," Sustainability, MDPI, vol. 14(5), pages 1, March.
    20. Wang, Feng & Wu, Min & Wang, Jingcao, 2023. "Can increasing economic complexity improve China's green development efficiency?," Energy Economics, Elsevier, vol. 117(C).
    21. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).
    22. Jan Ženka & Marcela Chreneková & Lucie Kokešová & Veronika Svetlíková, 2021. "Industrial Structure and Economic Resilience of Non-Metropolitan Regions: An Empirical Base for the Smart Specialization Policies," Land, MDPI, vol. 10(12), pages 1, December.
    23. Wirkierman, Ariel L. & Ciarli, Tommaso & Savonna, Maria, 2021. "A map of the fractal structure of high-tech dynamics across EU regions," MERIT Working Papers 2021-023, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).

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    • O25 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Industrial Policy
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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