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Knowledge stocks, knowledge flows and innovation: Evidence from matched patents and innovation panel data

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  • Roper, Stephen
  • Hewitt-Dundas, Nola

Abstract

Successful innovation depends on knowledge – technological, strategic and market related. In this paper we explore the role and interaction of firms’ existing knowledge stocks and current knowledge flows in shaping innovation success. The paper contributes to our understanding of the determinants of firms’ innovation outputs and provides new information on the relationship between knowledge stocks, as measured by patents, and innovation output indicators. Our analysis uses innovation panel data relating to plants’ internal knowledge creation, external knowledge search and innovation outputs. Firm-level patent data is matched with this plant-level innovation panel data to provide a measure of firms’ knowledge stock. Two substantive conclusions follow. First, existing knowledge stocks have weak negative rather than positive impacts on firms’ innovation outputs, reflecting potential core-rigidities or negative path dependencies rather than the accumulation of competitive advantages. Second, knowledge flows derived from internal investment and external search dominate the effect of existing knowledge stocks on innovation performance. Both results emphasize the importance of firms’ knowledge search strategies. Our results also re-emphasize the potential issues which arise when using patents as a measure of innovation.

Suggested Citation

  • Roper, Stephen & Hewitt-Dundas, Nola, 2015. "Knowledge stocks, knowledge flows and innovation: Evidence from matched patents and innovation panel data," Research Policy, Elsevier, vol. 44(7), pages 1327-1340.
  • Handle: RePEc:eee:respol:v:44:y:2015:i:7:p:1327-1340
    DOI: 10.1016/j.respol.2015.03.003
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    as
    1. Dominique Guellec & Bruno Van Pottelsberghe de la Potterie, 2004. "From R&D to Productivity Growth: Do the Institutional Settings and the Source of Funds of R&D Matter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(3), pages 353-378, July.
    2. Wu, Jianfeng & Shanley, Mark T., 2009. "Knowledge stock, exploration, and innovation: Research on the United States electromedical device industry," Journal of Business Research, Elsevier, vol. 62(4), pages 474-483, April.
    3. Lee Fleming & David M. Waguespack, 2007. "Brokerage, Boundary Spanning, and Leadership in Open Innovation Communities," Organization Science, INFORMS, vol. 18(2), pages 165-180, April.
    4. 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.
    5. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    6. Veugelers, Reinhilde & Cassiman, Bruno, 1999. "Make and buy in innovation strategies: evidence from Belgian manufacturing firms," Research Policy, Elsevier, vol. 28(1), pages 63-80, January.
    7. Leiponen, Aija, 2005. "Skills and innovation," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 303-323, June.
    8. Penin, Julien, 2005. "Patents versus ex post rewards: A new look," Research Policy, Elsevier, vol. 34(5), pages 641-656, June.
    9. Carine Peeters & Bruno Pottelsberghe de la Potterie, 2007. "Innovation strategy and the patenting behavior of firms," Springer Books, in: Uwe Cantner & Franco Malerba (ed.), Innovation, Industrial Dynamics and Structural Transformation, pages 345-371, Springer.
    10. Hans Loof & Almas Heshmati, 2006. "On the relationship between innovation and performance: A sensitivity analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 317-344.
    11. Tor Jakob Klette & Frode Johansen, 1998. "Accumulation of R&D Capital and Dynamic Firm Performance: A Not-So-Fixed Effect Model," Annals of Economics and Statistics, GENES, issue 49-50, pages 389-419.
    12. Thrane, Sof & Blaabjerg, Steen & Møller, Rasmus Hannemann, 2010. "Innovative path dependence: Making sense of product and service innovation in path dependent innovation processes," Research Policy, Elsevier, vol. 39(7), pages 932-944, September.
    13. repec:adr:anecst:y:1998:i:49-50:p:15 is not listed on IDEAS
    14. 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.
    15. Faber, Jan & Hesen, Anneloes Barbara, 2004. "Innovation capabilities of European nations: Cross-national analyses of patents and sales of product innovations," Research Policy, Elsevier, vol. 33(2), pages 193-207, March.
    16. Todd Zenger, 2002. "Crafting Internal Hybrids: Complementarities, Common Change Initiatives, and the Team-Based Organization," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 9(1), pages 79-95.
    17. Edward C. Norton & Hua Wang & Chunrong Ai, 2004. "Computing interaction effects and standard errors in logit and probit models," Stata Journal, StataCorp LP, vol. 4(2), pages 154-167, June.
    18. Lee, Chang-Yang, 2010. "A theory of firm growth: Learning capability, knowledge threshold, and patterns of growth," Research Policy, Elsevier, vol. 39(2), pages 278-289, March.
    19. Rachel Griffith & Stephen Redding & John Van Reenen, 2003. "R&D and Absorptive Capacity: Theory and Empirical Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(1), pages 99-118, March.
    20. Nola Hewitt-Dundas & Stephen Roper, 2009. "Output Additionality of Public Support for Innovation: Evidence for Irish Manufacturing Plants," European Planning Studies, Taylor & Francis Journals, vol. 18(1), pages 107-122, September.
    21. Roper, Stephen & Du, Jun & Love, James H., 2008. "Modelling the innovation value chain," Research Policy, Elsevier, vol. 37(6-7), pages 961-977, July.
    22. Edwin Mansfield, 1986. "Patents and Innovation: An Empirical Study," Management Science, INFORMS, vol. 32(2), pages 173-181, February.
    23. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    24. William D. Berry & Jacqueline H. R. DeMeritt & Justin Esarey, 2010. "Testing for Interaction in Binary Logit and Probit Models: Is a Product Term Essential?," American Journal of Political Science, John Wiley & Sons, vol. 54(1), pages 248-266, January.
    25. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    26. Escribano, Alvaro & Fosfuri, Andrea & Tribó, Josep A., 2009. "Managing external knowledge flows: The moderating role of absorptive capacity," Research Policy, Elsevier, vol. 38(1), pages 96-105, February.
    27. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and Sustainability of Competitive Advantage," Management Science, INFORMS, vol. 35(12), pages 1504-1511, December.
    28. Hulya Ulku, 2007. "R&D, innovation, and growth: evidence from four manufacturing sectors in OECD countries," Oxford Economic Papers, Oxford University Press, vol. 59(3), pages 513-535, July.
    29. Veugelers, Reinhilde & Cassiman, Bruno, 2002. "Complementarity in the Innovation Strategy: Internal R&D, External Technology Acquisition and Cooperation," CEPR Discussion Papers 3284, C.E.P.R. Discussion Papers.
    30. Bergek, Anna & Berggren, Christian & Magnusson, Thomas & Hobday, Michael, 2013. "Technological discontinuities and the challenge for incumbent firms: Destruction, disruption or creative accumulation?," Research Policy, Elsevier, vol. 42(6), pages 1210-1224.
    31. Andrew Atkeson & Patrick J. Kehoe, 2005. "Modeling and Measuring Organization Capital," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 1026-1053, October.
    32. Gautam Ahuja & Riitta Katila, 2001. "Technological acquisitions and the innovation performance of acquiring firms: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 22(3), pages 197-220, March.
    33. Trajtenberg, Manuel, 2001. "Innovation in Israel 1968-1997: a comparative analysis using patent data," Research Policy, Elsevier, vol. 30(3), pages 363-389, March.
    34. Mainwaring, Lynn & Moore, Nigel J. & Murphy, Philip D., 2007. "A regional comparison of enterprise patent holdings: A study of British and Irish data," Research Policy, Elsevier, vol. 36(10), pages 1655-1665, December.
    35. Diana Heger & Alexandra K. Zaby, 2013. "The heterogeneous costs of disclosure and the propensity to patent," Oxford Economic Papers, Oxford University Press, vol. 65(3), pages 630-652, July.
    36. James H. Love & Stephen Roper, 2004. "The organisation of innovation: collaboration, cooperation and multifunctional groups in UK and German manufacturing," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(3), pages 379-395, May.
    37. Oerlemans, L.A.G. & Meeus, M.T.H. & Boekema, F.W.M., 1998. "Do networks matter for innovation? The usefulness of the network approach in analysing innovation," Other publications TiSEM b5b01e96-86f7-4fdf-95c0-4, Tilburg University, School of Economics and Management.
    38. Ramani, Shyama V. & El-Aroui, Mhamed-Ali & Carrère, Myriam, 2008. "On estimating a knowledge production function at the firm and sector level using patent statistics," Research Policy, Elsevier, vol. 37(9), pages 1568-1578, October.
    39. McCarthy, F. Desmond, 2001. "Social policy and macroeconomics : the Irish experience," Policy Research Working Paper Series 2736, The World Bank.
    40. Roper, Stephen & Hewitt-Dundas, Nola, 2008. "Innovation persistence: Survey and case-study evidence," Research Policy, Elsevier, vol. 37(1), pages 149-162, February.
    41. Camilla Jensen, 2004. "Localized Spillovers in the Polish Food Industry: The Role of FDI in the Development Process?," Regional Studies, Taylor & Francis Journals, vol. 38(5), pages 533-548.
    42. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    43. Ingemar Dierickx & Karel Cool, 1989. "Asset Stock Accumulation and the Sustainability of Competitive Advantage: Reply," Management Science, INFORMS, vol. 35(12), pages 1514-1514, December.
    44. Santamara, Llus & Nieto, Mara Jess & Barge-Gil, Andrs, 2009. "Beyond formal R&D: Taking advantage of other sources of innovation in low- and medium-technology industries," Research Policy, Elsevier, vol. 38(3), pages 507-517, April.
    45. Carine Peeters & Bruno Van Pottelsberghe, 2006. "Complex innovation strategies and patenting behaviour," ULB Institutional Repository 2013/9051, ULB -- Universite Libre de Bruxelles.
    46. Cassiman, Bruno & Veugelers, Reinhilde, 2002. "Complementarity in the innovation strategy: Internal R&D, external technology acquisition, and cooperation in R&D," IESE Research Papers D/457, IESE Business School.
    47. Arora, Ashish & Gambardella, Alfonso, 1990. "Complementarity and External Linkages: The Strategies of the Large Firms in Biotechnology," Journal of Industrial Economics, Wiley Blackwell, vol. 38(4), pages 361-379, June.
    48. Stephen Roper, 2001. "Innovation, Networks and Plant Location: Some Evidence for Ireland," Regional Studies, Taylor & Francis Journals, vol. 35(3), pages 215-228.
    49. Glenn Hoetker, 2007. "The use of logit and probit models in strategic management research: Critical issues," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 331-343, April.
    50. Constance E. Helfat, 1994. "Firm-Specificity in Corporate Applied R&D," Organization Science, INFORMS, vol. 5(2), pages 173-184, May.
    51. Barry, Frank, 2005. "FDI, transfer pricing and the measurement of R&D intensity," Research Policy, Elsevier, vol. 34(5), pages 673-681, June.
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    More about this item

    Keywords

    Innovation; Knowledge stocks; Patents; Ireland;
    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
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital

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