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A panel fsQCA investigation on European regional innovation

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  • Beynon, Malcolm
  • Pickernell, David
  • Battisti, Martina
  • Jones, Paul

Abstract

Taking an evolutionary economic geography perspective, we build on literature on innovation modes, the aim of this study being to explain variations in SME innovation performance across European regions over time. Drawing on five waves of data from the EU Regional Innovation Scoreboard between 2011 and 2019, our sample includes 221 regions across 27 EU Member States, as well as Norway, UK, Serbia, and Switzerland. We apply nascent panel fuzzy-set Qualitative Comparative Analysis to explore how different combinations of SME innovation modes explain innovation performance across different EU regions (i.e. geographical scope) as well as within different EU regions over time (i.e. temporal stability). Findings show that whether DUI or STI modes are more effective in the context of SMEs crucially depends on the timeframe considered, but also the geographical location of SMEs. The study offers novel insights into the diverse and complex nature through which regional innovation evolves over time, advancing understanding on regionalization as well as temporality of SME innovation modes in Europe. It also provides an important basis for discussing innovation policy across Europe.

Suggested Citation

  • Beynon, Malcolm & Pickernell, David & Battisti, Martina & Jones, Paul, 2024. "A panel fsQCA investigation on European regional innovation," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    • Handle: RePEc:eee:tefoso:v:199:y:2024:i:c:s0040162523007278
    DOI: 10.1016/j.techfore.2023.123042
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    References listed on IDEAS

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    1. Guedes, Maria João & da Conceição Gonçalves, Vítor & Soares, Nuno & Valente, Marieta, 2016. "UK evidence for the determinants of R&D intensity from a panel fsQCA," Journal of Business Research, Elsevier, vol. 69(11), pages 5431-5436.
    2. Jörg Thomä & Volker Zimmermann, 2020. "Interactive learning — The key to innovation in non-R&D-intensive SMEs? A cluster analysis approach," Journal of Small Business Management, Taylor & Francis Journals, vol. 58(4), pages 747-776, July.
    3. Leydesdorff, Loet & Fritsch, Michael, 2006. "Measuring the knowledge base of regional innovation systems in Germany in terms of a Triple Helix dynamics," Research Policy, Elsevier, vol. 35(10), pages 1538-1553, December.
    4. Rolf Sternberg, 2022. "Entrepreneurship and geography—some thoughts about a complex relationship," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(3), pages 559-584, December.
    5. Doloreux, David & Shearmur, Richard, 2023. "Does location matter? STI and DUI innovation modes in different geographic settings," Technovation, Elsevier, vol. 119(C).
    6. Ron A. Boschma & Koen Frenken, 2006. "Why is economic geography not an evolutionary science? Towards an evolutionary economic geography," Journal of Economic Geography, Oxford University Press, vol. 6(3), pages 273-302, June.
    7. Richard Shearmur & David Doloreux, 2021. "The geography of knowledge revisited: geographies of KIBS use by a new rural industry," Regional Studies, Taylor & Francis Journals, vol. 55(3), pages 495-507, March.
    8. Rafal Zelazny & Jacek Pietrucha, 2017. "Measuring Innovation And Institution: The Creative Economy Index," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 12(1), pages 43-62, March.
    9. Roberta Capello & Camilla Lenzi, 2018. "Regional innovation patterns from an evolutionary perspective," Regional Studies, Taylor & Francis Journals, vol. 52(2), pages 159-171, February.
    10. Mario Parrilli & Aitziber Elola, 2012. "The strength of science and technology drivers for SME innovation," Small Business Economics, Springer, vol. 39(4), pages 897-907, November.
    11. Malcolm Beynon & Paul Jones & David Pickernell, 2021. "Innovation and the knowledge-base for entrepreneurship: investigating SME innovation across European regions using fsQCA," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 33(3-4), pages 227-248, March.
    12. Apanasovich, Natalja & Alcalde Heras, Henar & Parrilli, Mario Davide, 2016. "The impact of business innovation modes on SME innovation performance in post-Soviet transition economies: The case of Belarus," Technovation, Elsevier, vol. 57, pages 30-40.
    13. Harm Alhusen & Tatjana Bennat, 2021. "Combinatorial innovation modes in SMEs: mechanisms integrating STI processes into DUI mode learning and the role of regional innovation policy," European Planning Studies, Taylor & Francis Journals, vol. 29(4), pages 779-805, April.
    14. repec:pes:ierequ:v:11:y:2016:i:4:p:43-62 is not listed on IDEAS
    15. Love, James H. & Roper, Stephen & Vahter, Priit, 2014. "Dynamic complementarities in innovation strategies," Research Policy, Elsevier, vol. 43(10), pages 1774-1784.
    16. Mario Davide Parrilli & Dragana Radicic, 2021. "STI and DUI innovation modes in micro-, small-, medium- and large-sized firms: distinctive patterns across Europe and the U.S," European Planning Studies, Taylor & Francis Journals, vol. 29(2), pages 346-368, February.
    17. Kumar, Satish & Sahoo, Saumyaranjan & Lim, Weng Marc & Kraus, Sascha & Bamel, Umesh, 2022. "Fuzzy-set qualitative comparative analysis (fsQCA) in business and management research: A contemporary overview," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    18. Hervás-Oliver, José-Luis & Parrilli, Mario Davide & Rodríguez-Pose, Andrés & Sempere-Ripoll, Francisca, 2021. "The drivers of SME innovation in the regions of the EU," Research Policy, Elsevier, vol. 50(9).
    19. Arne Isaksen & Michaela Trippl, 2017. "Exogenously Led and Policy-Supported New Path Development in Peripheral Regions: Analytical and Synthetic Routes," Economic Geography, Taylor & Francis Journals, vol. 93(5), pages 436-457, October.
    20. Michaela Trippl & Elena Zukauskaite & Adrian Healy, 2020. "Shaping smart specialization: the role of place-specific factors in advanced, intermediate and less-developed European regions," Regional Studies, Taylor & Francis Journals, vol. 54(10), pages 1328-1340, October.
    21. Parrilli, M. Davide & Balavac-Orlić, Merima & Radicic, Dragana, 2023. "Environmental innovation across SMEs in Europe," Technovation, Elsevier, vol. 119(C).
    22. Parrilli, Mario Davide & Alcalde Heras, Henar, 2016. "STI and DUI innovation modes: Scientific-technological and context-specific nuances," Research Policy, Elsevier, vol. 45(4), pages 747-756.
    23. C. Autant-Bernard & V. Mangematin & N. Massard, 2006. "Creation of Biotech SMEs in France," Small Business Economics, Springer, vol. 26(2), pages 173-187, March.
    24. Negassi, S., 2004. "R&D co-operation and innovation a microeconometric study on French firms," Research Policy, Elsevier, vol. 33(3), pages 365-384, April.
    25. 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.
    26. Dragana Radicic & David Douglas & Geoff Pugh & Ian Jackson, 2019. "Cooperation For Innovation And Its Impact On Technological And Non-Technological Innovations: Empirical Evidence For European Smes In Traditional Manufacturing Industries," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(05), pages 1-41, June.
    27. Viktor Květoň & Vojtěch Kadlec, 2018. "Evolution of knowledge bases in European regions: searching for spatial regularities and links with innovation performance," European Planning Studies, Taylor & Francis Journals, vol. 26(7), pages 1366-1388, July.
    28. Sérgio Nunes & Raul Lopes, 2015. "Firm Performance, Innovation Modes and Territorial Embeddedness," European Planning Studies, Taylor & Francis Journals, vol. 23(9), pages 1796-1826, September.
    29. Rikard Eriksson & Marcin Rataj, 2019. "The geography of starts-ups in Sweden. The role of human capital, social capital and agglomeration," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 31(9-10), pages 735-754, October.
    30. Barbara Vis & Jan Dul, 2018. "Analyzing Relationships of Necessity Not Just in Kind But Also in Degree," Sociological Methods & Research, , vol. 47(4), pages 872-899, November.
    31. Roberta Apa & Valentina De Marchi & Roberto Grandinetti & Silvia Rita Sedita, 2021. "University-SME collaboration and innovation performance: the role of informal relationships and absorptive capacity," The Journal of Technology Transfer, Springer, vol. 46(4), pages 961-988, August.
    32. Beynon, Malcolm J. & Jones, Paul & Pickernell, David, 2020. "Country-level entrepreneurial attitudes and activity through the years: A panel data analysis using fsQCA," Journal of Business Research, Elsevier, vol. 115(C), pages 443-455.
    33. Peter Sunley & Emil Evenhuis & Jack Harris & Richard Harris & Ron Martin & Andy Pike, 2023. "Renewing industrial regions? Advanced manufacturing and industrial policy in Britain," Regional Studies, Taylor & Francis Journals, vol. 57(6), pages 1126-1140, June.
    34. Roberta Capello & Camilla Lenzi, 2019. "Regional innovation evolution and economic performance," Regional Studies, Taylor & Francis Journals, vol. 53(9), pages 1240-1251, September.
    35. Lars Coenen & Bjørn Asheim & Markus M Bugge & Sverre J Herstad, 2017. "Advancing regional innovation systems: What does evolutionary economic geography bring to the policy table?," Environment and Planning C, , vol. 35(4), pages 600-620, June.
    36. repec:taf:entreg:v:23:y:2011:i:9-10:p:907-932 is not listed on IDEAS
    37. Trott, Paul & Simms, Chris, 2017. "An examination of product innovation in low- and medium-technology industries: Cases from the UK packaged food sector," Research Policy, Elsevier, vol. 46(3), pages 605-623.
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