IDEAS home Printed from https://ideas.repec.org/p/tik/inowpp/20190109.html
   My bibliography  Save this paper

Technological Diversification and Smart Specialization: the role of cooperation

Author

Listed:
  • Artur Santoalha

    (TIK Centre, University of Oslo)

Abstract

Smart Specialization is closely associated with the concept of diversification. For better understanding of Smart Specialization, this article investigates one novel explanatory factor of technological diversification: cooperation (distinguishing between cooperation within regions and cooperation between regions). Using OECD REGPAT data on patents co-applications, the empirical analysis measures the role of cooperation between institutions on technological diversification in 226 European regions over 10 periods of 5 years each, 2000–2013. Although cooperation within and between regions is important as a determinant of regional diversification, both forms of cooperation should evolve hand in hand – singly, each form of cooperation may prove ineffective for boosting regional diversification.

Suggested Citation

  • Artur Santoalha, 2019. "Technological Diversification and Smart Specialization: the role of cooperation," Working Papers on Innovation Studies 20190109, Centre for Technology, Innovation and Culture, University of Oslo.
  • Handle: RePEc:tik:inowpp:20190109
    as

    Download full text from publisher

    File URL: http://www.sv.uio.no/tik/InnoWP/tik_working_paper_20190109.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ron Boschma & Asier Minondo & Mikel Navarro, 2013. "The Emergence of New Industries at the Regional Level in S pain: A Proximity Approach Based on Product Relatedness," Economic Geography, Clark University, vol. 89(1), pages 29-51, January.
    2. Roberta Capello & Henning Kroll, 2016. "From theory to practice in smart specialization strategy: emerging limits and possible future trajectories," European Planning Studies, Taylor & Francis Journals, vol. 24(8), pages 1393-1406, August.
    3. J�rgen Essletzbichler, 2015. "Relatedness, Industrial Branching and Technological Cohesion in US Metropolitan Areas," Regional Studies, Taylor & Francis Journals, vol. 49(5), pages 752-766, May.
    4. 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.
    5. Jan Fagerberg & Martin Srholec, 2017. "Explaining regional economic performance: the role of competitiveness, specialization and capabilities," Chapters, in: Robert Huggins & Piers Thompson (ed.), Handbook of Regions and Competitiveness, chapter 5, pages 117-135, Edward Elgar Publishing.
    6. Petralia, Sergio & Balland, Pierre-Alexandre & Morrison, Andrea, 2017. "Climbing the ladder of technological development," Research Policy, Elsevier, vol. 46(5), pages 956-969.
    7. Michael Fritsch & Mirko Titze & Matthias Piontek, 2018. "Knowledge Interactions in Regional Innovation Networks: Comparing Data Sources," Jena Economics Research Papers 2018-003, Friedrich-Schiller-University Jena.
    8. 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 and the Associazione ICC, vol. 24(1), pages 223-250.
    9. Kevin Morgan, 2016. "Collective entrepreneurship: the Basque model of innovation," European Planning Studies, Taylor & Francis Journals, vol. 24(8), pages 1544-1560, August.
    10. 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.
    11. Markus Grillitsch, 2016. "Institutions, smart specialisation dynamics and policy," Environment and Planning C, , vol. 34(1), pages 22-37, February.
    12. Tom Broekel, 2012. "Collaboration Intensity and Regional Innovation Efficiency in Germany—A Conditional Efficiency Approach," Industry and Innovation, Taylor & Francis Journals, vol. 19(2), pages 155-179, February.
    13. Chong Ju Choi & Carla C. J. M. Millar & Caroline Y. L. Wong, 2005. "Knowledge and Cities," Palgrave Macmillan Books, in: Knowledge Entanglements, chapter 0, pages 39-51, Palgrave Macmillan.
    14. 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.
    15. Stéphane Maraut & Hélène Dernis & Colin Webb & Vincenzo Spiezia & Dominique Guellec, 2008. "The OECD REGPAT Database: A Presentation," OECD Science, Technology and Industry Working Papers 2008/2, OECD Publishing.
    16. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    17. David Audretsch & Michael Fritsch, 2002. "Growth Regimes over Time and Space," Regional Studies, Taylor & Francis Journals, vol. 36(2), pages 113-124.
    18. 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.
    19. Bart Nooteboom, 2000. "Learning by Interaction: Absorptive Capacity, Cognitive Distance and Governance," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 4(1), pages 69-92, March.
    20. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    21. Narula, Rajneesh, 2002. "Innovation systems and 'inertia' in R&D location: Norwegian firms and the role of systemic lock-in," Research Policy, Elsevier, vol. 31(5), pages 795-816, July.
    22. Philip McCann & Raquel Ortega-Argilés, 2011. "Smart specialisation, regional growth and applications to EU cohesion policy," Working Papers 2011/14, Institut d'Economia de Barcelona (IEB).
    23. Tom Broekel & Thomas Brenner & Matthias Buerger, 2015. "An Investigation of the Relation between Cooperation Intensity and the Innovative Success of German Regions," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(1), pages 52-78, March.
    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. Dieter F. Kogler & Ronald B. Davies & Changjun Lee & Keungoui Kim, 2023. "Regional knowledge spaces: the interplay of entry-relatedness and entry-potential for technological change and growth," The Journal of Technology Transfer, Springer, vol. 48(2), pages 645-668, April.
    2. Ning, Lutao & Guo, Rui, 2022. "Technological Diversification to Green Domains: Technological Relatedness, Invention Impact and Knowledge Integration Capabilities," Research Policy, Elsevier, vol. 51(1).
    3. Nils Grashof & Alexander Kopka, 2023. "Widening or closing the gap? The relationship between artificial intelligence, firm-level productivity and regional clusters," Bremen Papers on Economics & Innovation 2304, University of Bremen, Faculty of Business Studies and Economics.
    4. Artur Santoalha & Davide Consoli & Fulvio Castellacci, 2019. "Do digital skills foster green diversification? A study of European regions," Working Papers on Innovation Studies 20191029, Centre for Technology, Innovation and Culture, University of Oslo.
    5. Sandro Montresor & Gianluca Orsatti & Francesco Quatraro, 2023. "Technological novelty and key enabling technologies: evidence from European regions," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(6), pages 851-872, August.
    6. Giacomo Lo Conte & Andrea Mina & Silvia Rocchetta, 2023. "Turning technological relatedness into industrial strategy: The productivity effects of Smart Specialisation in Europe," Papers in Evolutionary Economic Geography (PEEG) 2323, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2023.

    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. Pierre-Alexandre Balland & Ron Boschma & Joan Crespo & David L. Rigby, 2017. "Smart Specialization policy in the EU: Relatedness, Knowledge Complexity and Regional Diversification," Papers in Evolutionary Economic Geography (PEEG) 1717, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jul 2017.
    2. Lars Mewes & Tom Broekel, 2020. "Subsidized to change? The impact of R&D policy on regional technological diversification," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 221-252, August.
    3. 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.
    4. Ron Boschma, 2018. "The geographical dimension of structural change," Papers in Evolutionary Economic Geography (PEEG) 1839, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2018.
    5. Jason Deegan & Tom Broekel & Rune Dahl Fitjar, 2021. "Searching through the Haystack:The Relatedness and Complexity of Priorities in Smart Specialization Strategies," Economic Geography, Taylor & Francis Journals, vol. 97(5), pages 497-520, October.
    6. Rune Dahl Fitjar & Bram Timmermans, 2019. "Relatedness and the Resource Curse: Is There a Liability of Relatedness?," Economic Geography, Taylor & Francis Journals, vol. 95(3), pages 231-255, May.
    7. Timmermans, Bram & Fitjar, Rune Dahl, 2015. "Skill Relatedness in Norway by Bram Timmermans and Rune Dahl Fitjar," UiS Working Papers in Economics and Finance 2015/20, University of Stavanger.
    8. 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).
    9. 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.
    10. Caviggioli, F. & Colombelli, A. & De Marco, A. & Scellato, G. & Ughetto, E., 2023. "The impact of university patenting on the technological specialization of European regions: a technology-level analysis," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    11. Niccolò Innocenti & Luciana Lazzeretti, 2018. "Relatedness and growth: The impact of creative industries to the wider economy," Papers in Evolutionary Economic Geography (PEEG) 1819, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Apr 2018.
    12. Hidalgo, César A., 2023. "The policy implications of economic complexity," Research Policy, Elsevier, vol. 52(9).
    13. Apa, Roberta & De Noni, Ivan & Orsi, Luigi & Sedita, Silvia Rita, 2018. "Knowledge space oddity: How to increase the intensity and relevance of the technological progress of European regions," Research Policy, Elsevier, vol. 47(9), pages 1700-1712.
    14. Jing Xiao & Ron Boschma & Martin Andersson, 2018. "Industrial Diversification in Europe: The Differentiated Role of Relatedness," Economic Geography, Taylor & Francis Journals, vol. 94(5), pages 514-549, October.
    15. 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.
    16. 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.
    17. 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.
    18. Piirainen, Kalle A. & Tanner, Anne Nygaard & Alkærsig, Lars, 2017. "Regional foresight and dynamics of smart specialization: A typology of regional diversification patterns," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 289-300.
    19. Bruno Brandão Fischer & Maxim Kotsemir & Dirk Meissner & Ekaterina Streltsova, 2020. "Patents for evidence-based decision-making and smart specialisation," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1748-1774, December.
    20. Pinheiro, Flávio L. & Hartmann, Dominik & Boschma, Ron & Hidalgo, César A., 2022. "The time and frequency of unrelated diversification," Research Policy, Elsevier, vol. 51(8).

    More about this item

    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:tik:inowpp:20190109. 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: H&kon Normann (email available below). General contact details of provider: https://edirc.repec.org/data/tkuiono.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.