IDEAS home Printed from https://ideas.repec.org/a/eee/respol/v42y2013i2p340-352.html
   My bibliography  Save this article

Understanding innovation: An analysis of persistence for Spanish manufacturing firms

Author

Listed:
  • Triguero, Ángela
  • Córcoles, David

Abstract

This study focuses on the persistence of innovation in a panel of Spanish manufacturing firms for the period 1990–2008. In particular, we analyse whether persistence in firms’ innovation activities over time is the result of previous experience, the dynamic capabilities of the firm or industry-market related characteristics. We find that R&D (input) and innovation (output) are highly persistent at the firm level. After controlling for unobserved heterogeneity and initial conditions and by using a dynamic random effects probit, we conclude that there are similar determinants of persistence in R&D and innovative activities. Among external/environmental factors, market dynamism affects R&D and innovation. Regarding firm specific characteristics, size and outsourcing also have a positive impact on both processes. Past innovative behaviour is clearly more decisive in explaining the current state of R&D and innovation activities than external factors or firm-level heterogeneity.

Suggested Citation

  • Triguero, Ángela & Córcoles, David, 2013. "Understanding innovation: An analysis of persistence for Spanish manufacturing firms," Research Policy, Elsevier, vol. 42(2), pages 340-352.
  • Handle: RePEc:eee:respol:v:42:y:2013:i:2:p:340-352
    DOI: 10.1016/j.respol.2012.08.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0048733312001953
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.respol.2012.08.003?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. Wladimir Raymond & Pierre Mohnen & Franz Palm & Sybrand Schim van der Loeff, 2010. "Persistence of Innovation in Dutch Manufacturing: Is It Spurious?," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 495-504, August.
    2. Cefis, Elena & Orsenigo, Luigi, 2001. "The persistence of innovative activities: A cross-countries and cross-sectors comparative analysis," Research Policy, Elsevier, vol. 30(7), pages 1139-1158, August.
    3. Malerba, Franco, 2007. "Innovation and the dynamics and evolution of industries: Progress and challenges," International Journal of Industrial Organization, Elsevier, vol. 25(4), pages 675-699, August.
    4. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    5. Jeroen de Jong & Ron Kemp & Mickey Folkeringa & Wubben, 2003. "Innovation and firm performance," Scales Research Reports H200207, EIM Business and Policy Research.
    6. Chamberlain, Gary, 1984. "Panel data," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 22, pages 1247-1318, Elsevier.
    7. Malerba, Franco & Orsenigo, Luigi, 1999. "Technological entry, exit and survival: an empirical analysis of patent data," Research Policy, Elsevier, vol. 28(6), pages 643-660, August.
    8. Emmanuel Duguet & Stéphanie Monjon, 2002. "Les fondements microéconomiques de la persistance de l'innovation. Une analyse économétrique," Revue économique, Presses de Sciences-Po, vol. 53(3), pages 625-636.
    9. 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.
    10. Bettina Peters, 2009. "Persistence of innovation: stylised facts and panel data evidence," The Journal of Technology Transfer, Springer, vol. 34(2), pages 226-243, April.
    11. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    12. Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
    13. Geroski, P. A. & Van Reenen, J. & Walters, C. F., 1997. "How persistently do firms innovate?," Research Policy, Elsevier, vol. 26(1), pages 33-48, March.
    14. Malerba, Franco & Orsenigo, Luigi & Peretto, Pietro, 1997. "Persistence of innovative activities, sectoral patterns of innovation and international technological specialization," International Journal of Industrial Organization, Elsevier, vol. 15(6), pages 801-826, October.
    15. Dominique Guellec & Bruno Van Pottelsberghe De La Potterie, 2003. "The impact of public R&D expenditure on business R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(3), pages 225-243.
    16. Cuervo-Cazurra, Alvaro & Un, C. Annique, 2007. "Regional economic integration and R&D investment," Research Policy, Elsevier, vol. 36(2), pages 227-246, March.
    17. William R. Latham & Christian Le Bas, 2005. " Persistence of Firm Innovative Behavior: Towards an Evolutionary Theory," Working Papers 05-14, University of Delaware, Department of Economics.
    18. Roper, Stephen & Hewitt-Dundas, Nola, 2008. "Innovation persistence: Survey and case-study evidence," Research Policy, Elsevier, vol. 37(1), pages 149-162, February.
    19. Pier Paolo Saviotti (ed.), 2003. "Applied Evolutionary Economics," Books, Edward Elgar Publishing, number 2560.
    20. Alex Coad & Rekha Rao, 2010. "Firm growth and R&D expenditure," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 19(2), pages 127-145.
    21. Flaig, Gebhard & Stadler, Manfred, 1994. "Success Breeds Success. The Dynamics of the Innovation Process," Empirical Economics, Springer, vol. 19(1), pages 55-68.
    22. Mark Rogers, 2004. "Networks, Firm Size and Innovation," Small Business Economics, Springer, vol. 22(2), pages 141-153, March.
    23. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
    24. Malerba, Franco, 2002. "Sectoral systems of innovation and production," Research Policy, Elsevier, vol. 31(2), pages 247-264, February.
    25. Giovanni Dosi, 2000. "Opportunities, Incentives and the Collective Patterns of Technological Change," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 4, pages 145-162, Edward Elgar Publishing.
    26. Huergo, Elena, 2006. "The role of technological management as a source of innovation: Evidence from Spanish manufacturing firms," Research Policy, Elsevier, vol. 35(9), pages 1377-1388, November.
    27. Wolfgang Becker & Juergen Peters, 2002. "Innovation Effects of Science-Related Technological Opportunities - Theoretical Considerations and Empirical Findings for Firms in the German Manufacturing Industry -," Discussion Paper Series 226, Universitaet Augsburg, Institute for Economics.
    28. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    29. Franco Malerba, 2007. "Innovation and the evolution of industries," Springer Books, in: Uwe Cantner & Franco Malerba (ed.), Innovation, Industrial Dynamics and Structural Transformation, pages 7-27, Springer.
    30. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    31. López Rodríguez, José & García Rodríguez, Rafael M., 2005. "Technology and export behaviour: A resource-based view approach," International Business Review, Elsevier, vol. 14(5), pages 539-557, October.
    32. Kumar, Nagesh & Saqib, Mohammed, 1996. "Firm size, opportunities for adaptation and in-house R & D activity in developing countries: the case of Indian manufacturing," Research Policy, Elsevier, vol. 25(5), pages 713-722, August.
    33. Joerg Freiling, 2004. "A Competence-based Theory of the Firm," management revue - Socio-Economic Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 15(1), pages 27-52.
    34. Zoltan Acs & David Audretsch, 1990. "Innovation and Small Firms," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011131, April.
    35. Beneito, Pilar, 2003. "Choosing among alternative technological strategies: an empirical analysis of formal sources of innovation," Research Policy, Elsevier, vol. 32(4), pages 693-713, April.
    36. Elena Cefis & Matteo Ciccarelli, 2005. "Profit differentials and innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(1-2), pages 43-61.
    37. C. Le Bas & A. Cabagnols & C. Gay, 2003. "An Evolutionary View on Persistence in Innovation: An Empirical Application of Duration Models," Chapters, in: Pier Paolo Saviotti (ed.), Applied Evolutionary Economics, chapter 8, Edward Elgar Publishing.
    38. Cefis, Elena, 2003. "Is there persistence in innovative activities?," International Journal of Industrial Organization, Elsevier, vol. 21(4), pages 489-515, April.
    Full references (including those not matched with items on IDEAS)

    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. Christian Le Bas & Nicolas Poussing, 2014. "Are Complex Innovators More Persistent Than Single Innovators? An Empirical Analysis Of Innovation Persistence Drivers," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 18(01), pages 1-21.
    2. Bianchini, Stefano & Pellegrino, Gabriele, 2019. "Innovation persistence and employment dynamics," Research Policy, Elsevier, vol. 48(5), pages 1171-1186.
    3. Rammer, Christian & Schubert, Torben, 2016. "Concentration on the few? R&D and innovation in German firms 2001 to 2013," ZEW Discussion Papers 16-005, ZEW - Leibniz Centre for European Economic Research.
    4. Mañez, J.A. & Love, J.H., 2020. "Quantifying sunk costs and learning effects in R&D persistence," Research Policy, Elsevier, vol. 49(7).
    5. Christian Le Bas & Caroline Mothe & Thuc Uyen Nguyen-Thi, 2015. "The differentiated impacts of organizational innovation practices on technological innovation persistence," Post-Print halshs-01497289, HAL.
    6. Juan Máñez & María Rochina-Barrachina & Amparo Sanchis-Llopis & Juan Sanchis-Llopis, 2015. "The determinants of R&D persistence in SMEs," Small Business Economics, Springer, vol. 44(3), pages 505-528, March.
    7. Pere Arqué-Castells, 2013. "Persistence in R&D Performance and its Implications for the Granting of Subsidies," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 43(3), pages 193-220, November.
    8. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.
    9. Christian Le Bas & Caroline Mothe & Thuc Uyen Nguyen-Thi, 2015. "The differentiated impacts of organizational innovation practices on technological innovation persistence," Post-Print hal-01301433, HAL.
    10. Ganter, Alois & Hecker, Achim, 2013. "Persistence of innovation: Discriminating between types of innovation and sources of state dependence," Research Policy, Elsevier, vol. 42(8), pages 1431-1445.
    11. Marta F. Arroyabe & Martin Schumann, 2022. "On the Estimation of True State Dependence in the Persistence of Innovation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(4), pages 850-893, August.
    12. Tavassoli, Sam & Karlsson, Charlie, 2015. "Persistence of various types of innovation analyzed and explained," Research Policy, Elsevier, vol. 44(10), pages 1887-1901.
    13. Davide Antonioli & Sandro Montresor, 2021. "Innovation persistence in times of crisis: an analysis of Italian firms," Small Business Economics, Springer, vol. 56(4), pages 1739-1764, April.
    14. Antonelli, Cristiano & Crespi, Francesco & Scellato, Giuseppe, 2012. "Inside innovation persistence: New evidence from Italian micro-data," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 341-353.
    15. Alessandra Colombelli & Francesco Quatraro, 2014. "The persistence of firms' knowledge base: a quantile approach to Italian data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(7), pages 585-610, October.
    16. Cristiano Antonelli & Francesco Crespi & Giuseppe Scellato, 2013. "Internal and external factors in innovation persistence," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(3), pages 256-280, April.
    17. Matthias Deschryvere, 2014. "R&D, firm growth and the role of innovation persistence: an analysis of Finnish SMEs and large firms," Small Business Economics, Springer, vol. 43(4), pages 767-785, December.
    18. Cefis, Elena & Marsili, Orietta, 2015. "Crossing the innovation threshold through mergers and acquisitions," Research Policy, Elsevier, vol. 44(3), pages 698-710.
    19. Juan A. Máñez & María E. Rochina‐Barrachina & Amparo Sanchis & Juan A. Sanchis, 2009. "The Role Of Sunk Costs In The Decision To Invest In R&D," Journal of Industrial Economics, Wiley Blackwell, vol. 57(4), pages 712-735, December.
    20. Maximiliano Machado, 2021. "Heterogeneous Innovation Persistence: Evidence From Uruguayan Firms," Documentos de Trabajo (working papers) 21-04, Instituto de Economía - IECON.

    More about this item

    Keywords

    R&D; Innovation; Persistence; Panel data; Firm heterogeneity; Market characteristics;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

    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:eee:respol:v:42:y:2013:i:2:p:340-352. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/respol .

    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.