IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v43y2018i6d10.1007_s10961-017-9582-z.html
   My bibliography  Save this article

The influence of functional and geographical diversity in collaboration on product innovation performance in SMEs

Author

Listed:
  • Owusu Sarpong

    (KU Leuven)

  • Peter Teirlinck

    (KU Leuven
    Belgian Science Policy Office (Belspo))

Abstract

Collaboration in innovation is considered an effective strategy to overcome barriers to innovate in SMEs. However, resource constraints and risk of knowledge leakage force management in SMEs to be selective with whom and where to collaborate. Still little is known about interactions between types of partners and their geographical location. This paper sheds new light on the relation between functional and geographical diversity in innovation partners and new-to-the-market and new-to-the-firm innovation performance in SMEs. Using data from two waves (2008 and 2010) of the Community Innovation Survey for Belgium, a positive relation is found between market partners and innovation new-to-the-firm, and between science and global partners and innovation new-to-the-market. A larger diversity in type and in geographical spread of partners is found to be positively associated with innovation new-to-the-market. Cooperation with a diverse set of market partners enhances new-to-the-firm innovation. More diversity in science partners enhances the balance between new-to-the-firm and new-to-the-market innovation. Diversity among international partners enhances new-to-the-firm and new-to-the-market innovation, but not the balance between both. A cooperation strategy balancing functional with geographical partner diversity enhances the balance between new-to-the-firm versus new-to-the-market innovation.

Suggested Citation

  • Owusu Sarpong & Peter Teirlinck, 2018. "The influence of functional and geographical diversity in collaboration on product innovation performance in SMEs," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1667-1695, December.
  • Handle: RePEc:kap:jtecht:v:43:y:2018:i:6:d:10.1007_s10961-017-9582-z
    DOI: 10.1007/s10961-017-9582-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10961-017-9582-z
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10961-017-9582-z?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. Eric von Hippel, 1986. "Lead Users: A Source of Novel Product Concepts," Management Science, INFORMS, vol. 32(7), pages 791-805, July.
    2. 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.
    3. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    4. David A. Wolfe & Meric S. Gertler, 2004. "Clusters from the Inside and Out: Local Dynamics and Global Linkages," Urban Studies, Urban Studies Journal Limited, vol. 41(5-6), pages 1071-1093, May.
    5. Frédérique Sachwald, 2008. "Location choices within global innovation networks: the case of Europe," The Journal of Technology Transfer, Springer, vol. 33(4), pages 364-378, August.
    6. Veugelers, Reinhilde & Cassiman, Bruno, 2005. "R&D cooperation between firms and universities. Some empirical evidence from Belgian manufacturing," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 355-379, June.
    7. Beise, Marian, 2004. "Lead markets: country-specific drivers of the global diffusion of innovations," Research Policy, Elsevier, vol. 33(6-7), pages 997-1018, September.
    8. Aija Leiponen & Constance E. Helfat, 2011. "Location, Decentralization, and Knowledge Sources for Innovation," Organization Science, INFORMS, vol. 22(3), pages 641-658, June.
    9. Francesco Bogliacino & Mario Pianta, 2016. "The Pavitt Taxonomy, revisited: patterns of innovation in manufacturing and services," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 153-180, August.
    10. Du, Jingshu & Leten, Bart & Vanhaverbeke, Wim, 2014. "Managing open innovation projects with science-based and market-based partners," Research Policy, Elsevier, vol. 43(5), pages 828-840.
    11. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    12. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    13. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    14. Dirk Czarnitzki & Bernd Ebersberger & Andreas Fier, 2007. "The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1347-1366.
    15. repec:fth:harver:1473 is not listed on IDEAS
    16. Becker, Wolfgang & Dietz, Jurgen, 2004. "R&D cooperation and innovation activities of firms--evidence for the German manufacturing industry," Research Policy, Elsevier, vol. 33(2), pages 209-223, March.
    17. Kathleen M. Eisenhardt & Claudia Bird Schoonhoven, 1996. "Resource-based View of Strategic Alliance Formation: Strategic and Social Effects in Entrepreneurial Firms," Organization Science, INFORMS, vol. 7(2), pages 136-150, April.
    18. Hubert Gatignon & Michael L. Tushman & Wendy Smith & Philip Anderson, 2002. "A Structural Approach to Assessing Innovation: Construct Development of Innovation Locus, Type, and Characteristics," Management Science, INFORMS, vol. 48(9), pages 1103-1122, September.
    19. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    20. Zi-Lin He & Poh-Kam Wong, 2004. "Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis," Organization Science, INFORMS, vol. 15(4), pages 481-494, August.
    21. René Belderbos & Martin Carree & Boris Lokshin, 2006. "Complementarity in R&D Cooperation Strategies," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 28(4), pages 401-426, June.
    22. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    23. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    24. Hagedoorn, John & Cloodt, Myriam, 2003. "Measuring innovative performance: is there an advantage in using multiple indicators?," Research Policy, Elsevier, vol. 32(8), pages 1365-1379, September.
    25. Christian Rammer & Dirk Czarnitzki & Alfred Spielkamp, 2009. "Innovation success of non-R&D-performers: substituting technology by management in SMEs," Small Business Economics, Springer, vol. 33(1), pages 35-58, June.
    26. Sara Amoroso, 2017. "Multilevel heterogeneity of R&D cooperation and innovation determinants," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(1), pages 93-120, April.
    27. 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.
    28. Laursen, Keld & Salter, Ammon, 2004. "Searching high and low: what types of firms use universities as a source of innovation?," Research Policy, Elsevier, vol. 33(8), pages 1201-1215, October.
    29. Frenz, Marion & Ietto-Gillies, Grazia, 2009. "The impact on innovation performance of different sources of knowledge: Evidence from the UK Community Innovation Survey," Research Policy, Elsevier, vol. 38(7), pages 1125-1135, September.
    30. André Spithoven & Wim Vanhaverbeke & Nadine Roijakkers, 2013. "Open innovation practices in SMEs and large enterprises," Small Business Economics, Springer, vol. 41(3), pages 537-562, October.
    31. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    32. Auh, Seigyoung & Menguc, Bulent, 2005. "Balancing exploration and exploitation: The moderating role of competitive intensity," Journal of Business Research, Elsevier, vol. 58(12), pages 1652-1661, December.
    33. John Cantwell & José Molero (ed.), 2003. "Multinational Enterprises, Innovative Strategies and Systems of Innovation," Books, Edward Elgar Publishing, number 3182.
    34. William Ocasio, 1997. "Towards An Attention‐Based View Of The Firm," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 187-206, July.
    35. 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.
    36. 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.
    37. Laurens K. Hessels & Tjerk Wardenaar & Wouter P. C. Boon & Matthias Ploeg, 2014. "The role of knowledge users in public–private research programs: An evaluation challenge," Research Evaluation, Oxford University Press, vol. 23(2), pages 103-116.
    38. Köhler, Christian & Sofka, Wolfgang & Grimpe, Christoph, 2012. "Selective search, sectoral patterns, and the impact on product innovation performance," Research Policy, Elsevier, vol. 41(8), pages 1344-1356.
    39. Tomlinson, Philip R., 2010. "Co-operative ties and innovation: Some new evidence for UK manufacturing," Research Policy, Elsevier, vol. 39(6), pages 762-775, July.
    40. 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.
    41. Teirlinck, Peter, 2017. "Configurations of strategic R&D decisions and financial performance in small-sized and medium-sized firms," Journal of Business Research, Elsevier, vol. 74(C), pages 55-65.
    42. René Belderbos & Vincent Van Roy & Florence Duvivier, 2013. "International and domestic technology transfers and productivity growth: firm level evidence," Industrial and Corporate Change, Oxford University Press, vol. 22(1), pages 1-32, February.
    43. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    44. Peter Teirlinck & André Spithoven, 2015. "How the nature of networks determines the outcome of publicly funded university research projects," Research Evaluation, Oxford University Press, vol. 24(2), pages 158-170.
    45. Zhiang (John) Lin & Haibin Yang & Irem Demirkan, 2007. "The Performance Consequences of Ambidexterity in Strategic Alliance Formations: Empirical Investigation and Computational Theorizing," Management Science, INFORMS, vol. 53(10), pages 1645-1658, October.
    46. Nielsen, Bo Bernhard, 2003. "An Empirical Investigation of the Drivers of International Strategic Alliance Formation," European Management Journal, Elsevier, vol. 21(3), pages 301-322, June.
    47. Bougrain, Frederic & Haudeville, Bernard, 2002. "Innovation, collaboration and SMEs internal research capacities," Research Policy, Elsevier, vol. 31(5), pages 735-747, July.
    48. Almeida, Paul & Kogut, Bruce, 1997. "The Exploration of Technological Diversity and the Geographic Localization of Innovation," Small Business Economics, Springer, vol. 9(1), pages 21-31, February.
    49. Laursen, Keld & Salter, Ammon J., 2014. "The paradox of openness: Appropriability, external search and collaboration," Research Policy, Elsevier, vol. 43(5), pages 867-878.
    50. Peter Teirlinck & Andre Spithoven, 2008. "The Spatial Organization of Innovation: Open Innovation, External Knowledge Relations and Urban Structure," Regional Studies, Taylor & Francis Journals, vol. 42(5), pages 689-704.
    51. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    52. D’Este, Pablo & Iammarino, Simona & Savona, Maria & von Tunzelmann, Nick, 2012. "What hampers innovation? Revealed barriers versus deterring barriers," Research Policy, Elsevier, vol. 41(2), pages 482-488.
    53. Jane W. Lu & Paul W. Beamish, 2001. "The internationalization and performance of SMEs," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 565-586, June.
    54. Tsai, Kuen-Hung, 2009. "Collaborative networks and product innovation performance: Toward a contingency perspective," Research Policy, Elsevier, vol. 38(5), pages 765-778, June.
    55. Ruihua Joy Jiang & Qingjiu Tom Tao & Michael D. Santoro, 2010. "Alliance portfolio diversity and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 31(10), pages 1136-1144, October.
    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. Zhiwei Wang & Hui Sun & Chenxin Ding & Long Xin & Xuechao Xia & Yuanyuan Gong, 2023. "Do Technology Alliance Network Characteristics Promote Ambidextrous Green Innovation? A Perspective from Internal and External Pressures of Firms in China," Sustainability, MDPI, vol. 15(4), pages 1-23, February.
    2. Hohberger, Jan & Wilden, Ralf, 2022. "Geographic diversity of knowledge inputs: The importance of aligning locations of knowledge inputs and inventors," Journal of Business Research, Elsevier, vol. 145(C), pages 705-719.
    3. Zahoor, Nadia & Al-Tabbaa, Omar, 2020. "Inter-organizational collaboration and SMEs’ innovation: A systematic review and future research directions," Scandinavian Journal of Management, Elsevier, vol. 36(2).
    4. Jun, Seung-Pyo & Yoo, Hyoung Sun & Hwang, Jeena, 2021. "A hybrid recommendation model for successful R&D collaboration: Mixing machine learning and discriminant analysis," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    5. Guiyang Zhang & Chaoying Tang & Yong Qi, 2020. "Alliance Network Diversity and Innovation Ambidexterity: The Differential Roles of Industrial Diversity, Geographical Diversity, and Functional Diversity," Sustainability, MDPI, vol. 12(3), pages 1-16, February.
    6. Zhang, Guiyang & Gao, Yuchen & Qi, Yong, 2022. "National depth and R&D alliance portfolio international expansion: The moderation of technological discontinuity and long-term orientation," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    7. Jingbei Wang & Min Guo & Hui Liu & Yafei Nie, 2023. "Partners’ partners matter: the effect of partners’ centrality diversity on the focal organization’s innovation outputs," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(3), pages 1547-1565, March.

    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. Peeters, T.J.G., 2013. "External knowledge search and use in new product development," Other publications TiSEM 300ebb34-b090-4210-b95e-f, Tilburg University, School of Economics and Management.
    2. Arora, Ashish & Cohen, Wesley M. & Walsh, John P., 2016. "The acquisition and commercialization of invention in American manufacturing: Incidence and impact," Research Policy, Elsevier, vol. 45(6), pages 1113-1128.
    3. Vivas-Augier, Carlos & Barge-Gil, Andrés, 2012. "Impact on firms of the use of knowledge providers: a systematic review of the literature," MPRA Paper 41042, University Library of Munich, Germany.
    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. JUSTIN DORAN & NOIRIN McCARTHY & MARIE O’CONNOR, 2019. "The Importance Of Internal Knowledge Generation And External Knowledge Sourcing For Sme Innovation And Performance: Evidence From Ireland," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(07), pages 1-30, October.
    6. 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.
    7. Sverre Herstad & Øyvind Pålshaugen & Bernd Ebersberger, 2011. "Industrial Innovation Collaboration in a Capital Region Context," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 2(4), pages 507-532, December.
    8. Pippel, Gunnar, 2013. "Does Partner Type Matter in R&D Collaboration for Environmental Innovation?," IWH Discussion Papers 5/2013, Halle Institute for Economic Research (IWH).
    9. De Beule, Filip & Van Beveren, Ilke, 2019. "Sources of open innovation in foreign subsidiaries: An enriched typology," International Business Review, Elsevier, vol. 28(1), pages 135-147.
    10. 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.
    11. A. Lasagni, 2011. "European SMEs, external relationships and innovation: some empirical evidence," Economics Department Working Papers 2011-EP04, Department of Economics, Parma University (Italy).
    12. Seo, Hangyeol & Chung, Yanghon & Yoon, Hyungseok (David), 2017. "R&D cooperation and unintended innovation performance: Role of appropriability regimes and sectoral characteristics," Technovation, Elsevier, vol. 66, pages 28-42.
    13. Kafouros, Marios & Love, James H & Ganotakis, Panagiotis & Konara, Palitha, 2020. "Experience in R&D collaborations, innovative performance and the moderating effect of different dimensions of absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    14. Idika Awa Uduma & Andy Fred Wali & Len Tiu Wright, 2015. "A quantitative study on the influence of breadth of open innovation on SMEs product-service performance: The moderating effect of type of innovation," Cogent Business & Management, Taylor & Francis Journals, vol. 2(1), pages 1120421-112, December.
    15. Carlos Vivas & Andrés Barge-Gil, 2015. "Impact On Firms Of The Use Of Knowledge External Sources: A Systematic Review Of The Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 943-964, December.
    16. Albahari, Alberto & Pérez-Canto, Salvador & Barge-Gil, Andrés & Modrego, Aurelia, 2017. "Technology Parks versus Science Parks: Does the university make the difference?," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 13-28.
    17. Martínez-Noya, Andrea & García-Canal, Esteban, 2021. "Innovation performance feedback and technological alliance portfolio diversity: The moderating role of firms’ R&D intensity," Research Policy, Elsevier, vol. 50(9).
    18. Guiyang Zhang & Chaoying Tang & Yong Qi, 2020. "Alliance Network Diversity and Innovation Ambidexterity: The Differential Roles of Industrial Diversity, Geographical Diversity, and Functional Diversity," Sustainability, MDPI, vol. 12(3), pages 1-16, February.
    19. Hyeon Chang Kim & Woojin Yoon, 2019. "Study On Types Of Technology Cooperation Partner And Innovation Performance: Focusing On Incremental And Radical Innovation," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(01), pages 1-25, January.
    20. Francesco Aiello & Paola Cardamone & Valeria Pupo, 2019. "New evidence on the firm-university linkages in Europe. The role of meritocratic management practices," International Review of Applied Economics, Taylor & Francis Journals, vol. 33(6), pages 813-828, November.

    More about this item

    Keywords

    Collaboration; Functional diversity; Geographical diversity; New-to-the-market innovation; New-to-the-firm innovation; SMEs;
    All these keywords.

    JEL classification:

    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

    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:kap:jtecht:v:43:y:2018:i:6:d:10.1007_s10961-017-9582-z. 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.