IDEAS home Printed from https://ideas.repec.org/p/rif/wpaper/30.html

Commercial success of innovation: the roles of R&D cooperation and firm age

Author

Listed:
  • Koski, Heli

Abstract

Data comprising 1790 Finnish firms and covering the years 2006-2012 suggest that turnover from innovative sales per employee were higher for both young firms - particularly for young innovative companies (or YICs) - and older incumbents that had broad innovation collaboration involving vertical, horizontal and institutional partners. Younger firms with simultaneous horizontal and vertical innovation collaboration tend to also generate higher turnover due new products and services, while this type of collaboration did not appear statistically significant in innovation production function for older incumbents. Our data further indicate that not only the relationship between inventor age and patentable inventions at the inventor level is inversely u-shaped – as previous studies report - but also the relationship between employee age structure and the generation of commercially successful products and services at the firm level follows the same pattern. High education of employees distinguished particularly the top performers from others at the highest 0.9 quantile of turnover from innovative sales per employee. Furthermore, firms with relatively highly educated employees and broad innovation collaboration had clearly higher returns from innovative sales per employee than other firms, while none of the innovation collaboration types was statistically significantly related to the innovation output of firms with relatively low education of employees.

Suggested Citation

  • Koski, Heli, 2015. "Commercial success of innovation: the roles of R&D cooperation and firm age," ETLA Working Papers 30, The Research Institute of the Finnish Economy.
  • Handle: RePEc:rif:wpaper:30
    as

    Download full text from publisher

    File URL: http://www.etla.fi/wp-content/uploads/ETLA-Working-Papers-30.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pellegrino, Gabriele & Piva, Mariacristina & Vivarelli, Marco, 2012. "Young firms and innovation: A microeconometric analysis," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 329-340.
    2. García-Quevedo, José & Pellegrino, Gabriele & Vivarelli, Marco, 2014. "R&D drivers and age: Are young firms different?," Research Policy, Elsevier, vol. 43(9), pages 1544-1556.
    3. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    4. Mariani, Myriam & Romanelli, Marzia, 2007. ""Stacking" and "picking" inventions: The patenting behavior of European inventors," Research Policy, Elsevier, vol. 36(8), pages 1128-1142, October.
    5. Gnyawali, Devi R. & Park, Byung-Jin (Robert), 2011. "Co-opetition between giants: Collaboration with competitors for technological innovation," Research Policy, Elsevier, vol. 40(5), pages 650-663, June.
    6. 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.
    7. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    8. Katharina Frosch, 2009. "Do only new brooms sweep clean? A review on workforce age and innovation," MPIDR Working Papers WP-2009-005, Max Planck Institute for Demographic Research, Rostock, Germany.
    9. 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.
    10. James Heckman, 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.
    11. Dirk Czarnitzki & Hanna Hottenrott, 2011. "R&D investment and financing constraints of small and medium-sized firms," Small Business Economics, Springer, vol. 36(1), pages 65-83, January.
    12. Belderbos, Rene & Carree, Martin & Diederen, Bert & Lokshin, Boris & Veugelers, Reinhilde, 2004. "Heterogeneity in R&D cooperation strategies," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1237-1263, November.
    13. Luuk Klomp & George Van Leeuwen, 2001. "Linking Innovation and Firm Performance: A New Approach," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(3), pages 343-364.
    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. 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.
    16. 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.
    17. McGuirk, Helen & Lenihan, Helena & Hart, Mark, 2015. "Measuring the impact of innovative human capital on small firms’ propensity to innovate," Research Policy, Elsevier, vol. 44(4), pages 965-976.
    18. 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.
    19. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    20. 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.
    21. Mariko Sakakibara, 1997. "Heterogeneity Of Firm Capabilities And Cooperative Research And Development: An Empirical Examination Of Motives," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 143-164, July.
    22. Klevorick, Alvin K. & Levin, Richard C. & Nelson, Richard R. & Winter, Sidney G., 1995. "On the sources and significance of interindustry differences in technological opportunities," Research Policy, Elsevier, vol. 24(2), pages 185-205, March.
    23. Birgit Aschhoff & Tobias Schmidt, 2008. "Empirical Evidence on the Success of R&D Cooperation—Happy Together?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 33(1), pages 41-62, August.
    24. Huergo, Elena & Jaumandreu, Jordi, 2004. "Firms' age, process innovation and productivity growth," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 541-559, April.
    25. Aija Leiponen & Constance E. Helfat, 2010. "Innovation objectives, knowledge sources, and the benefits of breadth," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 224-236, February.
    26. Paola Giuri & Myriam Mariani, 2013. "When Distance Disappears: Inventors, Education, and the Locus of Knowledge Spillovers," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 449-463, May.
    27. Haeussler, Carolin & Patzelt, Holger & Zahra, Shaker A., 2012. "Strategic alliances and product development in high technology new firms: The moderating effect of technological capabilities," Journal of Business Venturing, Elsevier, vol. 27(2), pages 217-233.
    28. Cédric Schneider & Reinhilde Veugelers, 2010. "On young highly innovative companies: why they matter and how (not) to policy support them," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 969-1007, August.
    29. Elena Huergo & Jordi Jaumandreu, 2004. "How Does Probability of Innovation Change with Firm Age?," Small Business Economics, Springer, vol. 22(3_4), pages 193-207, April.
    30. Loof, Hans & Heshmati, Almas, 2002. "Knowledge capital and performance heterogeneity: : A firm-level innovation study," International Journal of Production Economics, Elsevier, vol. 76(1), pages 61-85, March.
    31. Joanne E. Oxley & Rachelle C. Sampson, 2004. "The scope and governance of international R&D alliances," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 723-749, August.
    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. Luca Pennacchio & Giuseppe Piroli & Otello Ardovino, 2018. "The Role of R&D Cooperation in Firm Innovation," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(01), pages 1-27, February.
    2. Pekka Ilmakunnas, 2025. "Employee age structure and firm innovation," Economics Bulletin, AccessEcon, vol. 45(4), pages 1840-1849.
    3. Gabriele Pellegrino & Mariacristina Piva, 2020. "Innovation, industry and firm age: are there new knowledge production functions?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(1), pages 65-95, March.
    4. Yee Yee Sein & Viktor Prokop, 2021. "Mediating Role of Firm R&D in Creating Product and Process Innovation: Empirical Evidence from Norway," Economies, MDPI, vol. 9(2), pages 1-16, April.

    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. Spyros Arvanitis, 2009. "How do different motives for R&D cooperation affect firm performance?," KOF Working papers 09-233, KOF Swiss Economic Institute, ETH Zurich.
    2. Gabriele Pellegrino & Mariacristina Piva, 2020. "Innovation, industry and firm age: are there new knowledge production functions?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(1), pages 65-95, March.
    3. Gkypali, Areti & Arvanitis, Spyros & Tsekouras, Kostas, 2018. "Absorptive capacity, exporting activities, innovation openness and innovation performance: A SEM approach towards a unifying framework," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 143-155.
    4. Carboni, Oliviero A., 2013. "Heterogeneity in R&D collaboration: An empirical investigation," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 48-59.
    5. Sánchez-González, Gloria & González-Álvarez, Nuria & Nieto, Mariano, 2009. "Sticky information and heterogeneous needs as determining factors of R&D cooperation with customers," Research Policy, Elsevier, vol. 38(10), pages 1590-1603, December.
    6. 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.
    7. Bernal, Pilar & Carree, Martin & Lokshin, Boris, 2022. "Knowledge spillovers, R&D partnerships and innovation performance," Technovation, Elsevier, vol. 115(C).
    8. 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.
    9. Faria, Pedro & Schmidt, Tobias, 2007. "International cooperation on innovation: empirical evidence for German and Portuguese firms," Discussion Paper Series 1: Economic Studies 2007,30, Deutsche Bundesbank.
    10. Carboni, Oliviero A., 2012. "An empirical investigation of the determinants of R&D cooperation: An application of the inverse hyperbolic sine transformation," Research in Economics, Elsevier, vol. 66(2), pages 131-141.
    11. Spyros Arvanitis, 2012. "How do different motives for R&D cooperation affect firm performance? – An analysis based on Swiss micro data," Journal of Evolutionary Economics, Springer, vol. 22(5), pages 981-1007, November.
    12. Ki H. Kang & Jina Kang, 2009. "Does Partner Type Matter in R&D Collaboration for Product Innovation?," TEMEP Discussion Papers 200906, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Aug 2009.
    13. 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.
    14. Luca Pennacchio & Giuseppe Piroli & Otello Ardovino, 2018. "The Role of R&D Cooperation in Firm Innovation," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 15(01), pages 1-27, February.
    15. 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.
    16. Erika Raquel Badillo & Rosina Moreno, 2014. "“Are R&D collaborative agreements persistent at the firm level? Empirical evidence for the Spanish case”," IREA Working Papers 201410, University of Barcelona, Research Institute of Applied Economics, revised Mar 2014.
    17. Duong, Phuong-Anh Nguyen & Voordeckers, Wim & Huybrechts, Jolien & Lambrechts, Frank, 2022. "On external knowledge sources and innovation performance: Family versus non-family firms," Technovation, Elsevier, vol. 114(C).
    18. Annalisa Caloffi & Marco Mariani & Fabrizia Mealli, 2013. "What kinds of R&D consortia enhance SMEs productivity? Evidence from a small-business innovation policy," "Marco Fanno" Working Papers 0172, Dipartimento di Scienze Economiche "Marco Fanno".
    19. Baumann, Julian & Kritikos, Alexander S., 2016. "The link between R&D, innovation and productivity: Are micro firms different?," Research Policy, Elsevier, vol. 45(6), pages 1263-1274.
    20. Otello Ardovino & Luca Pennacchio & Giuseppe Piroli, 2013. "Cooperazione in ricerca e sviluppo e attivit? innovativa delle imprese: un?analisi empirica della realt? italiana," STUDI ECONOMICI, FrancoAngeli Editore, vol. 2013(109), pages 68-98.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • L2 - Industrial Organization - - Firm Objectives, Organization, and Behavior
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

    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:rif:wpaper:30. 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: Kaija Hyvönen-Rajecki (email available below). General contact details of provider: https://edirc.repec.org/data/etlaafi.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.