IDEAS home Printed from https://ideas.repec.org/p/hhs/lucirc/2013_026.html
   My bibliography  Save this paper

Understanding the diversity of cooperation on innovation across countries: Multilevel evidence from Europe

Author

Listed:
  • Srholec , Martin

    (CIRCLE, Lund University)

Abstract

Much has been written about innovation cooperation. But little research has been done to explain national differences thereof. Using macro and micro evidence from the fourth Community Innovation Survey, we econometrically investigate the extent to which national framework conditions account for the propensity of firms to cooperate on innovation at home and abroad. The results indicate strong differences across countries in the latter. Firms operating in countries with less developed research infrastructure are shown to be more likely to cooperate with foreign partners, hence supporting the thesis that in this context the foreign linkages tend to be diasporic. Size and openness of the economy matters too. But characteristics of firms that explain cooperation have not been found to differ much by country. In this respect, the results draw attention to limits of the existing micro datasets on innovation cooperation.

Suggested Citation

  • Srholec , Martin, 2013. "Understanding the diversity of cooperation on innovation across countries: Multilevel evidence from Europe," Papers in Innovation Studies 2013/26, Lund University, CIRCLE - Centre for Innovation Research.
  • Handle: RePEc:hhs:lucirc:2013_026
    as

    Download full text from publisher

    File URL: http://wp.circle.lu.se/upload/CIRCLE/workingpapers/201326_Shrolec.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Martin Srholec, 2011. "A multilevel analysis of innovation in developing countries ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(6), pages 1539-1569, December.
    2. Martin Srholec, 2010. "A Multilevel Approach to Geography of Innovation," Regional Studies, Taylor & Francis Journals, vol. 44(9), pages 1207-1220.
    3. Bernhard Dachs & Bernd Ebersberger & Andreas Pyka, 2004. "Why do Firms Co-operate for Innovation? - A comparison of Austrian and Finnish CIS 3 results," Discussion Paper Series 255, Universitaet Augsburg, Institute for Economics.
    4. von Hippel, Eric, 1976. "The dominant role of users in the scientific instrument innovation process," Research Policy, Elsevier, vol. 5(3), pages 212-239, July.
    5. Archibugi, Daniele & Coco, Alberto, 2004. "A New Indicator of Technological Capabilities for Developed and Developing Countries (ArCo)," World Development, Elsevier, vol. 32(4), pages 629-654, April.
    6. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    7. Giorgio Fazio & Davide Piacentino, 2010. "A Spatial Multilevel Analysis of Italian SMEs' Productivity," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(3), pages 299-316.
    8. Veugelers, Reinhilde & Cassiman, Bruno, 2004. "Foreign subsidiaries as a channel of international technology diffusion: Some direct firm level evidence from Belgium," European Economic Review, Elsevier, vol. 48(2), pages 455-476, April.
    9. Hagedoorn, John, 2002. "Inter-firm R&D partnerships: an overview of major trends and patterns since 1960," Research Policy, Elsevier, vol. 31(4), pages 477-492, May.
    10. Maskell, Peter & Malmberg, Anders, 1999. "Localised Learning and Industrial Competitiveness," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 23(2), pages 167-185, March.
    11. German Rodriguez & Irma Elo, 2003. "Intra-class correlation in random-effects models for binary data," Stata Journal, StataCorp LP, vol. 3(1), pages 32-46, March.
    12. Slavo Radosevic, 2004. "A Two‐Tier or Multi‐Tier Europe? Assessing the Innovation Capacities of Central and East European Countries in the Enlarged EU," Journal of Common Market Studies, Wiley Blackwell, vol. 42(3), pages 641-666, September.
    13. Laura Abramovsky & Elisabeth Kremp & Alberto López & Tobias Schmidt & Helen Simpson, 2005. "Understanding co-operative R&D activity: evidence from four European countries," IFS Working Papers W05/23, Institute for Fiscal Studies.
    14. Martin Srholec, 2009. "Does foreign ownership facilitate cooperation on innovation? Firm-level evidence from the enlarged European Union," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 21(1), pages 47-62, February.
    15. Frank G. van Oort & Martijn J. Burger & Joris Knoben & Otto Raspe, 2012. "Multilevel Approaches And The Firm-Agglomeration Ambiguity In Economic Growth Studies," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 468-491, July.
    16. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    17. Miotti, Luis & Sachwald, Frederique, 2003. "Co-operative R&D: why and with whom?: An integrated framework of analysis," Research Policy, Elsevier, vol. 32(8), pages 1481-1499, September.
    18. Spyros Arvanitis & Thomas Bolli, 2013. "A Comparison of National and International Innovation Cooperation in Five European Countries," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 43(3), pages 163-191, November.
    19. Sachwald, Frederique, 1998. "Cooperative agreements and the theory of the firm: Focusing on barriers to change," Journal of Economic Behavior & Organization, Elsevier, vol. 35(2), pages 203-225, April.
    20. Martin Srholec & Bart Verspagen, 2012. "The Voyage of the Beagle into innovation: explorations on heterogeneity, selection, and sectors," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(5), pages 1221-1253, October.
    21. Hans Lööf, 2009. "Multinational enterprises and innovation: firm level evidence on spillover via R&D collaboration," Journal of Evolutionary Economics, Springer, vol. 19(1), pages 41-71, February.
    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. A. Bellucci & L. Pennacchio, 2016. "University knowledge and firm innovation: evidence from European countries," The Journal of Technology Transfer, Springer, vol. 41(4), pages 730-752, August.
    2. Ahmet Faruk Aysan & Luis Carlos Castillo-Téllez & Dilek Demirbas & Mustafa Disli, 2021. "Foreign Trade, Education, And Innovative Performance: A Multilevel Analysis," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 24(3), pages 413-440, September.
    3. Marina Papanastassiou & Robert Pearce & Antonello Zanfei, 2020. "Changing perspectives on the internationalization of R&D and innovation by multinational enterprises: A review of the literature," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 623-664, June.
    4. Jin Guo & Bingmei Gu & Xialing Sun & Jinli Xue & Baiyun Yuan, 2019. "Communication Barrier, Spillover Effect and Industrial-Technological Innovation," Sustainability, MDPI, vol. 11(18), pages 1-20, September.
    5. Francesco Aiello & Fernanda Ricotta, 2014. "Firm heterogeneity in productivity across Europe. What explains what?," ERSA conference papers ersa14p808, European Regional Science Association.
    6. Claudio Cozza & Giulio Perani & Antonello Zanfei, 2018. "Multinationals and R&D cooperation: empirical evidence from the Italian R&D survey," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 601-621, August.
    7. Giuseppe Medda, 2020. "External R&D, product and process innovation in European manufacturing companies," The Journal of Technology Transfer, Springer, vol. 45(1), pages 339-369, February.
    8. Ivan A. Butakov, 2021. "Rigid form of cooperation between industrial enterprises in the natural resources sector: Institutional trap or survival strategy," Upravlenets, Ural State University of Economics, vol. 12(3), pages 31-43, July.
    9. Huarng, Kun-Huang & Mas-Tur, Alicia, 2016. "Turning Kurt Lewin on his head: Nothing is so theoretical as a good practice," Journal of Business Research, Elsevier, vol. 69(11), pages 4725-4731.
    10. Francesco Aiello & Graziella Bonanno & Stefania Patrizia Sonia Rossi, 2019. "Risk Aversion And Entrepreneurship: Financing Innovation For Smes Across Europe. Evidence From Multilevel Models," Working Papers 201902, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    11. Tali-Noy Hindi & Amnon Frenkel, 2022. "The contribution of collaboration to the development of sustainable innovation in high-tech companies," Journal of Innovation and Entrepreneurship, Springer, vol. 11(1), pages 1-20, December.
    12. Valeriya Vlasova & Vitaliy Roud, 2020. "Cooperative Strategies in the Age of Open Innovation: Choice of Partners, Geography and Duration," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 14(4), pages 80-94.
    13. Rama, Ruth, 2023. "Technological Transfer Channels of Food and Beverage Processing Multinationals to Host Countries: An Empirical Analysis," MPRA Paper 118162, University Library of Munich, Germany.
    14. Anna Ferragina & Fernanda Mazzotta, 2015. "Agglomeration economies in Italy: impact on heterogeneous firms’ exit in a multilevel framework," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(4), pages 395-440, December.
    15. Francesco Aiello & Graziella Bonanno & Stefania P. S. Rossi, 2020. "How firms finance innovation. Further empirics from European SMEs," Metroeconomica, Wiley Blackwell, vol. 71(4), pages 689-714, November.
    16. Cristina Chaminade & Claudia De Fuentes & Gouya Harirchi & Monica Plechero, 2016. "The geography and structure of global innovation networks: global scope and regional embeddedness," Chapters, in: Richard Shearmu & Christophe Carrincazeaux & David Doloreux (ed.), Handbook on the Geographies of Innovation, chapter 22, pages 370-381, Edward Elgar Publishing.
    17. Tojeiro-Rivero, Damián & Moreno, Rosina, 2019. "Technological cooperation, R&D outsourcing, and innovation performance at the firm level: The role of the regional context," Research Policy, Elsevier, vol. 48(7), pages 1798-1808.
    18. Luísa Carvalho & Maria José Madeira & João Carvalho & Dulcineia Catarina Moura & Filipe P. Duarte, 2018. "Cooperation for Innovation in the European Union: Outlook and Evidences Using CIS for 15 European Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(2), pages 506-525, June.

    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. Martin Srholec, 2011. "Understanding the heterogeneity of cooperation on innovation: Firm-level evidence from Europe," Working Papers on Innovation Studies 20111201, Centre for Technology, Innovation and Culture, University of Oslo.
    2. Martin Srholec, 2014. "Cooperation and Innovative Performance of Firms: Panel Data Evidence from the Czech Republic, Norway and the UK," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 5(1), pages 133-155, March.
    3. Adelheid Holl & Ruth Rama, 2014. "Foreign Subsidiaries and Technology Sourcing in Spain," Industry and Innovation, Taylor & Francis Journals, vol. 21(1), pages 43-64, January.
    4. Manuela Gussoni, 2009. "The determinants of inter-firms R&D cooperation and partner selection. A literature overview," Discussion Papers 2009/86, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    5. Chiara Franco & Manuela Gussoni, 2014. "The role of firm and national level factors in fostering R&D cooperation: a cross country comparison," The Journal of Technology Transfer, Springer, vol. 39(6), pages 945-976, December.
    6. Bischoff, Thore Sören & Hipp, Ann & Runst, Petrik, 2023. "Firm innovation and generalized trust as a regional resource," Research Policy, Elsevier, vol. 52(8).
    7. Markus Grillitsch & Roman Martin & Martin Srholec, 2017. "Knowledge Base Combinations and Innovation Performance in Swedish Regions," Economic Geography, Taylor & Francis Journals, vol. 93(5), pages 458-479, October.
    8. Marina Papanastassiou & Robert Pearce & Antonello Zanfei, 2020. "Changing perspectives on the internationalization of R&D and innovation by multinational enterprises: A review of the literature," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 623-664, June.
    9. Bischoff, Thore Sören & Hipp, Ann & Runst, Petrik, 2022. "Firm innovation and generalized trust as a regional resource," ifh Working Papers 32/2022, Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh).
    10. de Faria, Pedro & Lima, Francisco & Santos, Rui, 2010. "Cooperation in innovation activities: The importance of partners," Research Policy, Elsevier, vol. 39(8), pages 1082-1092, October.
    11. Spyros Arvanitis & Thomas Bolli, 2013. "A Comparison of National and International Innovation Cooperation in Five European Countries," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 43(3), pages 163-191, November.
    12. Martin Srholec & Pavla ?í?alová, 2013. "Does the local milieu matter for innovation? Multilevel evidence from the Czech Republic," ERSA conference papers ersa13p540, European Regional Science Association.
    13. Edwards-Schachter, Mónica & Anlló, Guillermo & Castro-Martínez, Elena & Sánchez-Barrioluengo, Mabel & Fernández De Lucio, Ignacio, 2012. "Motives for inter-firm cooperation on R&D and innovation: empirical evidence from Argentine and Spain," INGENIO (CSIC-UPV) Working Paper Series 201204, INGENIO (CSIC-UPV), revised 04 Jun 2012.
    14. Erika Raquel Badillo & Rosina Moreno, 2016. "Are Collaborative Agreements in Innovation Activities Persistent at the Firm Level? Empirical Evidence for the Spanish Case," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 49(1), pages 71-101, August.
    15. Erika Raquel Badillo & Rosina Moreno, 2018. "Does absorptive capacity determine collaboration returns to innovation? A geographical dimension," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(3), pages 473-499, May.
    16. Teis Hansen, 2014. "Juggling with Proximity and Distance: Collaborative Innovation Projects in the Danish Cleantech Industry," Economic Geography, Taylor & Francis Journals, vol. 90(4), pages 375-402, October.
    17. Francesco Aiello & Graziella Bonanno & Stefania P. S. Rossi, 2020. "How firms finance innovation. Further empirics from European SMEs," Metroeconomica, Wiley Blackwell, vol. 71(4), pages 689-714, November.
    18. Hyunbae Chun & Sung-Bae Mun, 2012. "Determinants of R&D cooperation in small and medium-sized enterprises," Small Business Economics, Springer, vol. 39(2), pages 419-436, September.
    19. Spyros Arvanitis & Thomas Bolli, 2009. "A comparison of firm-level innovation cooperation in five European countries," KOF Working papers 09-232, KOF Swiss Economic Institute, ETH Zurich.
    20. Francesco Aiello & Graziella Bonanno, 2018. "Multilevel empirics for small banks in local markets," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 1017-1037, November.

    More about this item

    Keywords

    Innovation; cooperation; innovation system; multilevel model; Europe;
    All these keywords.

    JEL classification:

    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • O23 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Fiscal and Monetary Policy in Development

    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:hhs:lucirc:2013_026. 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: Torben Schubert (email available below). General contact details of provider: https://edirc.repec.org/data/circlse.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.