IDEAS home Printed from https://ideas.repec.org/a/kap/sbusec/v54y2020i1d10.1007_s11187-018-0088-3.html
   My bibliography  Save this article

Promoting cooperation in innovation ecosystems: evidence from European traditional manufacturing SMEs

Author

Listed:
  • Dragana Radicic

    (University of Cambridge)

  • Geoffrey Pugh

    (Staffordshire University Business School)

  • David Douglas

    (Leeds Beckett University Business School)

Abstract

We investigate whether public support for innovation increases the propensity of SMEs in traditional manufacturing industries to cooperate for innovation—in particular, for incremental innovation—with other firms and external knowledge providers. Using data from seven EU regions, we find that support programmes do not promote cooperation with competitors, marginally promote cooperation with customers and suppliers and strongly promote cooperation with knowledge providers. These findings suggest that, in this case, the role of public policy is systems conforming rather than systems creating. Innovation support programmes can assist SMEs in traditional manufacturing industry to consolidate and/or extend their innovation ecosystems beyond familiar business partners by promoting cooperation with both private and public sector knowledge providers. Finally, our findings suggest that evaluation studies of innovation support programmes should be designed to capture not only input and/or output additionality but also behavioural and systemic effects.

Suggested Citation

  • Dragana Radicic & Geoffrey Pugh & David Douglas, 2020. "Promoting cooperation in innovation ecosystems: evidence from European traditional manufacturing SMEs," Small Business Economics, Springer, vol. 54(1), pages 257-283, January.
  • Handle: RePEc:kap:sbusec:v:54:y:2020:i:1:d:10.1007_s11187-018-0088-3
    DOI: 10.1007/s11187-018-0088-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11187-018-0088-3
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11187-018-0088-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2013. "Value for money? New microeconometric evidence on public R&D grants in Flanders," Research Policy, Elsevier, vol. 42(1), pages 76-89.
    2. Bronwyn Hall & Alessandro Maffioli, 2008. "Evaluating the impact of technology development funds in emerging economies: evidence from Latin America," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 172-198.
    3. Lee, Sungjoo & Park, Gwangman & Yoon, Byungun & Park, Jinwoo, 2010. "Open innovation in SMEs--An intermediated network model," Research Policy, Elsevier, vol. 39(2), pages 290-300, March.
    4. Andrea Ichino & Fabrizia Mealli & Tommaso Nannicini, 2008. "From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 305-327.
    5. Stefano Breschi & Lorenzo Cassi & Franco Malerba & Nicholas S. Vonortas, 2009. "Networked research: European policy intervention in ICTs," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00439359, HAL.
    6. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    7. Sascha O. Becker & Marco Caliendo, 2007. "Sensitivity analysis for average treatment effects," Stata Journal, StataCorp LP, vol. 7(1), pages 71-83, February.
    8. Tommaso Nannicini, 2007. "Simulation-based sensitivity analysis for matching estimators," Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
    9. Dirk Czarnitzki & Julie Delanote, 2015. "R&D policies for young SMEs: input and output effects," Small Business Economics, Springer, vol. 45(3), pages 465-485, October.
    10. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    11. Garcia, Abraham & Mohnen, Pierre, 2010. "Impact of government support on R&D and innovation," MERIT Working Papers 2010-034, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    12. Abdullah Gök & Jakob Edler, 2012. "The use of behavioural additionality evaluation in innovation policy making," Research Evaluation, Oxford University Press, vol. 21(4), pages 306-318, September.
    13. Millimet, Daniel L. & Tchernis, Rusty, 2009. "On the Specification of Propensity Scores, With Applications to the Analysis of Trade Policies," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(3), pages 397-415.
    14. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    15. DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, WZB Berlin Social Science Center.
    16. Fier, Andreas & Aschhoff, Birgit & Löhlein, Heide, 2006. "Detecting Behavioural Additionality: An Empirical Study on the Impact of Public R&D Funding on Firms' Cooperative Behaviour in Germany," ZEW Discussion Papers 06-037, ZEW - Leibniz Centre for European Economic Research.
    17. Ross Brown & Colin Mason, 2017. "Looking inside the spiky bits: a critical review and conceptualisation of entrepreneurial ecosystems," Small Business Economics, Springer, vol. 49(1), pages 11-30, June.
    18. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    19. James Foreman-Peck, 2013. "Effectiveness and efficiency of SME innovation policy," Small Business Economics, Springer, vol. 41(1), pages 55-70, June.
    20. Scaringella, Laurent & Radziwon, Agnieszka, 2018. "Innovation, entrepreneurial, knowledge, and business ecosystems: Old wine in new bottles?," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 59-87.
    21. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    22. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    23. Gregory Tassey, 2010. "Rationales and mechanisms for revitalizing US manufacturing R&D strategies," The Journal of Technology Transfer, Springer, vol. 35(3), pages 283-333, June.
    24. Lhuillery, Stéphane & Pfister, Etienne, 2009. "R&D cooperation and failures in innovation projects: Empirical evidence from French CIS data," Research Policy, Elsevier, vol. 38(1), pages 45-57, February.
    25. John Hagedoorn, 1993. "Understanding the rationale of strategic technology partnering: Interorganizational modes of cooperation and sectoral differences," Strategic Management Journal, Wiley Blackwell, vol. 14(5), pages 371-385, July.
    26. Estelle Dhont-Peltrault & Etienne Pfister, 2011. "R&D cooperation versus R&D subcontracting: empirical evidence from French survey data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(4), pages 309-341.
    27. 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.
    28. Tommaso Nannicini, 2007. "A simulation-based sensitivity for matching estimators," United Kingdom Stata Users' Group Meetings 2007 15, Stata Users Group.
    29. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    30. Giovanni Cerulli & Bianca Potì, 2012. "Evaluating the Robustness of the Effect of Public Subsidies on Firms' R&D: An Application to Italy," Journal of Applied Economics, Taylor & Francis Journals, vol. 15(2), pages 287-320, November.
    31. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    32. Wanzenböck, Iris & Scherngell, Thomas & Fischer, Manfred M., 2013. "How do firm characteristics affect behavioural additionalities of public R&D subsidies? Evidence for the Austrian transport sector," MPRA Paper 77552, University Library of Munich, Germany.
    33. Bronwyn Hall & Alessandro Maffioli, 2008. "Evaluating the impact of technology development funds in emerging economies: evidence from Latin America," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 172-198.
    34. Zoltan J. Acs & Erik Stam & David B. Audretsch & Allan O’Connor, 2017. "The lineages of the entrepreneurial ecosystem approach," Small Business Economics, Springer, vol. 49(1), pages 1-10, June.
    35. Davide Antonioli & Alberto Marzucchi & Sandro Montresor, 2014. "Regional Innovation Policy and Innovative Behaviour: Looking for Additional Effects," European Planning Studies, Taylor & Francis Journals, vol. 22(1), pages 64-83, January.
    36. Xu, Guannan & Wu, Yuchen & Minshall, Tim & Zhou, Yuan, 2018. "Exploring innovation ecosystems across science, technology, and business: A case of 3D printing in China," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 208-221.
    37. Autio, Erkko & Kanninen, Sami & Gustafsson, Robin, 2008. "First- and second-order additionality and learning outcomes in collaborative R&D programs," Research Policy, Elsevier, vol. 37(1), pages 59-76, February.
    38. Leiponen, Aija & Byma, Justin, 2009. "If you cannot block, you better run: Small firms, cooperative innovation, and appropriation strategies," Research Policy, Elsevier, vol. 38(9), pages 1478-1488, November.
    39. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    40. Peter Teirlinck & André Spithoven, 2012. "Fostering industry-science cooperation through public funding: differences between universities and public research centres," The Journal of Technology Transfer, Springer, vol. 37(5), pages 676-695, October.
    41. 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.
    42. Busom, Isabel & Fernández-Ribas, Andrea, 2008. "The impact of firm participation in R&D programmes on R&D partnerships," Research Policy, Elsevier, vol. 37(2), pages 240-257, March.
    43. Giovanni Cerulli, 2010. "Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature," The Economic Record, The Economic Society of Australia, vol. 86(274), pages 421-449, September.
    44. Falk, Rahel, 2007. "Measuring the effects of public support schemes on firms' innovation activities: Survey evidence from Austria," Research Policy, Elsevier, vol. 36(5), pages 665-679, June.
    45. Clarysse, Bart & Wright, Mike & Mustar, Philippe, 2009. "Behavioural additionality of R&D subsidies: A learning perspective," Research Policy, Elsevier, vol. 38(10), pages 1517-1533, December.
    46. Corey C. Phelps, 2010. "A longitudinal study of the influence of alliance network structure and composition on firm exploratory innovation," Post-Print hal-00528392, HAL.
    47. Oh, Deog-Seong & Phillips, Fred & Park, Sehee & Lee, Eunghyun, 2016. "Innovation ecosystems: A critical examination," Technovation, Elsevier, vol. 54(C), pages 1-6.
    48. Tether, Bruce S. & Tajar, Abdelouahid, 2008. "Beyond industry-university links: Sourcing knowledge for innovation from consultants, private research organisations and the public science-base," Research Policy, Elsevier, vol. 37(6-7), pages 1079-1095, July.
    49. Wintjes, R. & Douglas, D. & Fairburn, J. & Hollanders, H. & Pugh, G., 2014. "The impact of innovation support programmes on SME innovation in traditional manufacturing industries: an evaluation for seven EU regions," MERIT Working Papers 2014-033, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    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. Mael Jambou & Andre Torre & Sabrina Dermine-Brullot & Sébastien Bourdin, 2022. "Inter-firm cooperation and local industrial ecology processes: evidence from three French case studies," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(2), pages 331-358, April.
    2. Samuel Amponsah Odei & Jan Stejskal & Viktor Prokop, 2021. "Understanding territorial innovations in European regions: Insights from radical and incremental innovative firms," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(5), pages 1638-1660, October.
    3. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    4. Dragana Radicic & Jonathan Pinto, 2019. "Collaboration with External Organizations and Technological Innovations: Evidence from Spanish Manufacturing Firms," Sustainability, MDPI, vol. 11(9), pages 1-31, April.
    5. Elisabeth F. Mueller & Carola Jungwirth, 2022. "Are cooperative firms more agile? A contingency perspective on small and medium-sized enterprises in agglomerations and peripheral areas," Small Business Economics, Springer, vol. 58(1), pages 281-302, January.
    6. Zofia Gródek-Szostak & Marcin Suder & Rafał Kusa & Jakub Sikora & Marcin Niemiec, 2020. "Effectiveness of Instruments Supporting Inter-Organizational Cooperation in the RES Market in Europe. Case Study of Enterprise Europe Network," Energies, MDPI, vol. 13(23), pages 1-19, December.
    7. Robertson, Jeandri & Caruana, Albert & Ferreira, Caitlin, 2023. "Innovation performance: The effect of knowledge-based dynamic capabilities in cross-country innovation ecosystems," International Business Review, Elsevier, vol. 32(2).
    8. Alexandru Stratan & Alexandra Novac & Natalia Vinogradova, 2020. "Cooperation for Innovation: Opportunities and Challenges for SMEs (The Case of the Republic of Moldova)," Book chapters-LUMEN Proceedings, in: Marcin Waldemar STANIEWSKI & Valentina VASILE & Adriana Grigorescu (ed.), International Conference Innovative Business Management & Global Entrepreneurship (IBMAGE 2020), edition 1, volume 14, chapter 1, pages 01-20, Editura Lumen.
    9. Yanping Xu & Lilong Zhu, 2022. "Pharmaceutical Enterprises’ R&D Innovation Cooperation Moran Strategy When Considering Tax Incentives," IJERPH, MDPI, vol. 19(22), pages 1-13, November.
    10. D'Anghela, Mariapia & Murmura, Federica, 2020. "The Impacts of EU Support Programs on SMEs: A Literature Review," Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference (2020), Virtual Conference, in: Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference, Virtual Conference, 10-12 September 2020, pages 353-364, IRENET - Society for Advancing Innovation and Research in Economy, Zagreb.
    11. Dragana Radicic, 2021. "Financial and Non-Financial Barriers to Innovation and the Degree of Radicalness," Sustainability, MDPI, vol. 13(4), pages 1-15, February.
    12. Aalto, Eero & Gustafsson, Robin, 2020. "Innovation Promotion Rationales and Impacts – A Review," ETLA Reports 99, The Research Institute of the Finnish Economy.
    13. Anna Lewandowska & Herman Cherniaiev, 2022. "R&D Cooperation and Investments concerning Sustainable Business Innovation: Empirical Evidence from Polish SMEs," Sustainability, MDPI, vol. 14(16), pages 1-16, August.

    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. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    2. Antonioli,Davide & Marzucchi,Alberto & Montresor,Sandro, 2012. "Regional innovation policy and innovative behaviours. A propensity score matching evaluation," INGENIO (CSIC-UPV) Working Paper Series 201205, INGENIO (CSIC-UPV).
    3. Enrico Vanino & Stephen Roper & Bettina Becker, 2020. "Knowledge to Money: Assessing the Business Performance Effects of Publicly Funded R&D Grants," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 17(04), pages 20-24, January.
    4. Chapman, Gary & Lucena, Abel & Afcha, Sergio, 2018. "R&D subsidies & external collaborative breadth: Differential gains and the role of collaboration experience," Research Policy, Elsevier, vol. 47(3), pages 623-636.
    5. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2012. "Research cooperation within and across regional boundaries. Does innovation policy add anything?," JRC Research Reports JRC76320, Joint Research Centre.
    6. Dragana Radicic & Geoffrey Pugh & Hugo Hollanders & René Wintjes & Jon Fairburn, 2016. "The impact of innovation support programs on small and medium enterprises innovation in traditional manufacturing industries: An evaluation for seven European Union regions," Environment and Planning C, , vol. 34(8), pages 1425-1452, December.
    7. Bernal, Pilar & Carree, Martin & Lokshin, Boris, 2022. "Knowledge spillovers, R&D partnerships and innovation performance," Technovation, Elsevier, vol. 115(C).
    8. Peter Teirlinck & André Spithoven, 2012. "Fostering industry-science cooperation through public funding: differences between universities and public research centres," The Journal of Technology Transfer, Springer, vol. 37(5), pages 676-695, October.
    9. Beck, Mathias & Lopes-Bento, Cindy & Schenker-Wicki, Andrea, 2016. "Radical or incremental: Where does R&D policy hit?," Research Policy, Elsevier, vol. 45(4), pages 869-883.
    10. Mairesse, Jacques & Mohnen, Pierre, 2010. "Using Innovation Surveys for Econometric Analysis," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1129-1155, Elsevier.
    11. Marco Mariani & Fabrizia Mealli, 2018. "The Effects of R&D Subsidies to Small and Medium-Sized Enterprises. Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(2), pages 249-281, July.
    12. Sergio Afcha & Jose García-Quevedo, 2016. "The impact of R&D subsidies on R&D employment composition," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(6), pages 955-975.
    13. 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.
    14. Ugur, Mehmet & Trushin, Eshref, 2018. "Asymmetric information and heterogeneous effects of R&D subsidies: evidence on R&D investment and employment of R&D personel," Greenwich Papers in Political Economy 21943, University of Greenwich, Greenwich Political Economy Research Centre.
    15. Segarra-Blasco, Agusti­ & Arauzo-Carod, Josep-Maria, 2008. "Sources of innovation and industry-university interaction: Evidence from Spanish firms," Research Policy, Elsevier, vol. 37(8), pages 1283-1295, September.
    16. Origo, Federica, 2009. "Flexible pay, firm performance and the role of unions. New evidence from Italy," Labour Economics, Elsevier, vol. 16(1), pages 64-78, January.
    17. Maren Duvendack & Richard Palmer-Jones, 2012. "High Noon for Microfinance Impact Evaluations: Re-investigating the Evidence from Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 48(12), pages 1864-1880, December.
    18. Davide Antonioli & Alberto Marzucchi & Maria Savona, 2017. "Pain shared, pain halved? Cooperation as a coping strategy for innovation barriers," The Journal of Technology Transfer, Springer, vol. 42(4), pages 841-864, August.
    19. Paulina Kubera, 2018. "Moving beyond the ‘black box’ approach to public interventions promoting research, development and innovation. The concept of behavioural additionality (Otwieranie „czarnej skrzynki” interwencji publi," Research Reports, University of Warsaw, Faculty of Management, vol. 2(28), pages 52-64.
    20. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "Public R&D subsidies: collaborative versus individual place-based programs for SMEs," Small Business Economics, Springer, vol. 52(1), pages 213-240, January.

    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:kap:sbusec:v:54:y:2020:i:1:d:10.1007_s11187-018-0088-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.