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Informal and Formal Sources of Knowledge as Drivers of Regional Innovation: Digging a Little Further into Complexity

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  • Jose M Barrutia
  • Carmen Echebarria
  • Vanessa Apaolaza-Ibáñez
  • Patrick Hartmann

Abstract

We study the combined effect of formal (FSK) and informal (ISK) sources of knowledge on European regional innovation performance. Our findings show that the effect of the two sources of knowledge on innovation performance is not simple and linear. First, both sources of knowledge have an interaction effect on innovation performance (ie, the effect of FSK on regional innovation depends on the level of access to ISK in the region, and vice versa). Second, while the effect of ISK is linear (although different for each region), the effect of the FSK (which is more intensive in monetary, time, effort, and opportunity costs) has a diminishing-returns form, and achieves a saturation point at high levels of use of FSK. Our findings also show that the balanced access to both types of sources is important and that, for instance, regions with limited access to ISK should not expect miraculous effects from high levels of FSK. To the best of our knowledge, no previous research has been reported which has empirically studied the combined effect of both sources of knowledge at a European regional level.

Suggested Citation

  • Jose M Barrutia & Carmen Echebarria & Vanessa Apaolaza-Ibáñez & Patrick Hartmann, 2014. "Informal and Formal Sources of Knowledge as Drivers of Regional Innovation: Digging a Little Further into Complexity," Environment and Planning A, , vol. 46(2), pages 414-432, February.
    • Handle: RePEc:sae:envira:v:46:y:2014:i:2:p:414-432
    DOI: 10.1068/a462
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    1. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    2. Christoph Hauser & Gottfried Tappeiner & Janette Walde, 2007. "The Learning Region: The Impact of Social Capital and Weak Ties on Innovation," Regional Studies, Taylor & Francis Journals, vol. 41(1), pages 75-88.
    3. Weijan Shan & Gordon Walker & Bruce Kogut, 1994. "Interfirm cooperation and startup innovation in the biotechnology industry," Strategic Management Journal, Wiley Blackwell, vol. 15(5), pages 387-394, June.
    4. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    5. Paul Plummer & Mike Taylor, 2001. "Theories of Local Economic Growth (Part 1): Concepts, Models, and Measurement," Environment and Planning A, , vol. 33(2), pages 219-236, February.
    6. 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.
    7. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    8. Prais,S. J., 1995. "Productivity, Education and Training," Cambridge Books, Cambridge University Press, number 9780521556675, January.
    9. Buesa, Mikel & Heijs, Joost & Baumert, Thomas, 2010. "The determinants of regional innovation in Europe: A combined factorial and regression knowledge production function approach," Research Policy, Elsevier, vol. 39(6), pages 722-735, July.
    10. Patrick Rondé & Caroline Hussler, 2005. "Innovation in Regions : What Does Really Matter?," Post-Print hal-00279142, HAL.
    11. 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.
    12. Ronde, Patrick & Hussler, Caroline, 2005. "Innovation in regions: What does really matter?," Research Policy, Elsevier, vol. 34(8), pages 1150-1172, October.
    13. Oerlemans, L.A.G. & Meeus, M.T.H. & Boekema, F.W.M., 1998. "Do networks matter for innovation? The usefulness of the network approach in analysing innovation," Other publications TiSEM b5b01e96-86f7-4fdf-95c0-4, Tilburg University, School of Economics and Management.
    14. Kevin Morgan, 1997. "The Learning Region: Institutions, Innovation and Regional Renewal," Regional Studies, Taylor & Francis Journals, vol. 31(5), pages 491-503.
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    2. Park, Jeong-Il & Choi, Taelim, 2024. "Regional factors associated with smart factory adoption in South Korea," Technology in Society, Elsevier, vol. 77(C).
    3. Elena Calvo-Gallardo & Nieves Arranz & Juan Carlos Fernandez de Arroyabe, 2022. "Contribution of the Horizon2020 Program to the Research and Innovation Strategies for Smart Specialization in Coal Regions in Transition: The Spanish Case," Sustainability, MDPI, vol. 14(4), pages 1-28, February.
    4. Zhang, Jingjing & Groen, Aard, 2021. "Informal and formal open activities: Innovation protection methods as antecedents and innovation outputs as consequences," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    5. Carlos M. Jardon & Nilda C. Tañski & Xavier Martinez-Cobas, 2023. "Sources of knowledge for innovation capability in subsistence small businesses: a case of the wood sector in Argentina," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(3), pages 839-860, June.

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