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Knowledge diversity and firm growth: Searching for a missing link

Author

Listed:
  • Grillitsch, Markus

    (CIRCLE, Lund University)

  • Schubert, Torben

    (CIRCLE, Lund University)

  • Srholec, Martin

    (CIRCLE, Lund University)

Abstract

The link between knowledge and firm growth has been a core topic in economics of innovation for a long time. However, despite strong theoretical arguments, empirical evidence remains inconclusive. One important reason for this conundrum may be the failure of standard indicators to comprehensively capture firm innovation activities. We contribute to overcoming this limitation by zooming in on the knowledge processes that drive variegated forms of innovation and aim thereby to establish a solid relationship with firm growth. The paper draws on the differentiated knowledge base approach, distinguishing between analytical, synthetic, and symbolic knowledge, and measures these types of knowledge with detailed longitudinal linked-employer-employee micro data from Sweden. Econometric findings indicate positive relationships between the three knowledge types, in particular combinations thereof, and firm growth. These relationships remain robust in a wide range of models. Our analysis therefore suggests that the seemingly weak relationship between firm growth and innovation may be explained by the narrow measurement concepts that have dominated in this literature so far.

Suggested Citation

  • Grillitsch, Markus & Schubert, Torben & Srholec, Martin, 2016. "Knowledge diversity and firm growth: Searching for a missing link," Papers in Innovation Studies 2016/13, Lund University, CIRCLE - Centre for Innovation Research.
    • Handle: RePEc:hhs:lucirc:2016_013
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    as
    1. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    4. Tavassoli, Sam & Karlsson, Charlie, 2015. "Persistence of various types of innovation analyzed and explained," Research Policy, Elsevier, vol. 44(10), pages 1887-1901.
    5. Herstad, Sverre J. & Aslesen, Heidi Wiig & Ebersberger, Bernd, 2014. "On industrial knowledge bases, commercial opportunities and global innovation network linkages," Research Policy, Elsevier, vol. 43(3), pages 495-504.
    6. Luc Behaghel & Eve Caroli & Muriel Roger, 2014. "Age-biased Technical and Organizational Change, Training and Employment Prospects of Older Workers," Economica, London School of Economics and Political Science, vol. 81(322), pages 368-389, April.
    7. Christoph Grimpe & Ulrich Kaiser, 2010. "Balancing Internal and External Knowledge Acquisition: The Gains and Pains from R&D Outsourcing," Journal of Management Studies, Wiley Blackwell, vol. 47(8), pages 1483-1509, December.
    8. John Sutton, 1997. "Gibrat's Legacy," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 40-59, March.
    9. Franz Tödtling & Markus Grillitsch, 2015. "Does Combinatorial Knowledge Lead to a Better Innovation Performance of Firms?," European Planning Studies, Taylor & Francis Journals, vol. 23(9), pages 1741-1758, September.
    10. Utterback, James M. & Suarez, Fernando F., 1993. "Innovation, competition, and industry structure," Research Policy, Elsevier, vol. 22(1), pages 1-21, February.
    11. Roman Martin, 2012. "Measuring Knowledge Bases in Swedish Regions," European Planning Studies, Taylor & Francis Journals, vol. 20(9), pages 1569-1582, September.
    12. Paul A. Geroski & Stephen J. Machin & Christopher F. Walters, 1997. "Corporate Growth and Profitability," Journal of Industrial Economics, Wiley Blackwell, vol. 45(2), pages 171-189, June.
    13. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    14. Roman Martin & Jerker Moodysson, 2010. "Innovation in Symbolic Industries: The Geography and Organization of Knowledge Sourcing," European Planning Studies, Taylor & Francis Journals, vol. 19(7), pages 1183-1203, September.
    15. Martin, Roman & Moodysson , Jerker, 2011. "Comparing knowledge bases: on the organisation and geography of knowledge flows in the regional innovation system of Scania, southern Sweden," Papers in Innovation Studies 2011/2, Lund University, CIRCLE - Centre for Innovation Research.
    16. Bjørn Asheim & Høgni Kalsø Hansen, 2009. "Knowledge Bases, Talents, and Contexts: On the Usefulness of the Creative Class Approach in Sweden," Economic Geography, Clark University, vol. 85(4), pages 425-442, October.
    17. Torben Schubert, 2010. "Marketing and Organisational Innovations in Entrepreneurial Innovation Processes and their Relation to Market Structure and Firm Characteristics," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 36(2), pages 189-212, March.
    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. William R. Kerr & Ramana Nanda & Matthew Rhodes-Kropf, 2014. "Entrepreneurship as Experimentation," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 25-48, Summer.
    20. Pina, Katia & Tether, Bruce S., 2016. "Towards understanding variety in knowledge intensive business services by distinguishing their knowledge bases," Research Policy, Elsevier, vol. 45(2), pages 401-413.
    21. repec:bla:jindec:v:45:y:1997:i:2:p:171-89 is not listed on IDEAS
    22. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    23. Fariborz Damanpour & Deepa Aravind, 2012. "Managerial Innovation: Conceptions, Processes, and Antecedents," Management and Organization Review, The International Association for Chinese Management Research, vol. 8(2), pages 423-454, July.
    24. Heidi Wiig Aslesen & Mark Freel, 2012. "Industrial Knowledge Bases as Drivers of Open Innovation?," Industry and Innovation, Taylor & Francis Journals, vol. 19(7), pages 563-584, October.
    25. repec:dau:papers:123456789/7243 is not listed on IDEAS
    26. Torben Schubert, 2011. "Assessing the value of patent portfolios: an international country comparison," Scientometrics, Springer;Akadémiai Kiadó, vol. 88(3), pages 787-804, September.
    27. Bjørn Asheim & Lars Coenen & Jan Vang, 2007. "Face-to-Face, Buzz, and Knowledge Bases: Sociospatial Implications for Learning, Innovation, and Innovation Policy," Environment and Planning C, , vol. 25(5), pages 655-670, October.
    28. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    29. Bessen, James, 2008. "The value of U.S. patents by owner and patent characteristics," Research Policy, Elsevier, vol. 37(5), pages 932-945, June.
    30. Hollenstein, Heinz, 1996. "A composite indicator of a firm's innovativeness. An empirical analysis based on survey data for Swiss manufacturing," Research Policy, Elsevier, vol. 25(4), pages 633-645, June.
    31. repec:bla:jomstd:v:47:y:2010:i:s2:p:1483-1509 is not listed on IDEAS
    32. Leiponen, Aija & Drejer, Ina, 2007. "What exactly are technological regimes?: Intra-industry heterogeneity in the organization of innovation activities," Research Policy, Elsevier, vol. 36(8), pages 1221-1238, October.
    33. Gu, Wulong Gera, Surendra, 2004. "The Effect of Organizational Innovation and Information Technology on Firm Performance," The Canadian Economy in Transition 2004007e, Statistics Canada, Economic Analysis Division.
    34. Hollenstein, Heinz, 2003. "Innovation modes in the Swiss service sector: a cluster analysis based on firm-level data," Research Policy, Elsevier, vol. 32(5), pages 845-863, May.
    35. Martin Srholec & Bart Verspagen, 2012. "The Voyage of the Beagle into innovation: explorations on heterogeneity, selection, and sectors," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(5), pages 1221-1253, October.
    36. P. A. Geroski, 2005. "Understanding the implications of empirical work on corporate growth rates," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 129-138.
    37. 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.
    38. de Jong, Jeroen P.J. & Marsili, Orietta, 2006. "The fruit flies of innovations: A taxonomy of innovative small firms," Research Policy, Elsevier, vol. 35(2), pages 213-229, March.
    39. Fudenberg, Drew & Gilbert, Richard & Stiglitz, Joseph & Tirole, Jean, 1983. "Preemption, leapfrogging and competition in patent races," European Economic Review, Elsevier, vol. 22(1), pages 3-31, June.
    40. Damanpour, Fariborz & Aravind, Deepa, 2012. "Managerial Innovation: Conceptions, Processes and Antecedents," Management and Organization Review, Cambridge University Press, vol. 8(2), pages 423-454, July.
    41. Jerker Moodysson & Lars Coenen & Bjørn Asheim, 2008. "Explaining Spatial Patterns of Innovation: Analytical and Synthetic Modes of Knowledge Creation in the Medicon Valley Life-Science Cluster," Environment and Planning A, , vol. 40(5), pages 1040-1056, May.
    42. Del Monte, Alfredo & Papagni, Erasmo, 2003. "R&D and the growth of firms: empirical analysis of a panel of Italian firms," Research Policy, Elsevier, vol. 32(6), pages 1003-1014, June.
    43. Torben Schubert & Martin Andersson, 2015. "Old is gold? The effects of employee age on innovation and the moderating effects of employment turnover," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(1-2), pages 95-113, March.
    44. Bjørn Asheim & Høgni Kalsø Hansen, 2009. "Knowledge Bases, Talents, and Contexts: On the Usefulness of the Creative Class Approach in Sweden," Economic Geography, Taylor & Francis Journals, vol. 85(4), pages 425-442, October.
    45. Simone Strambach & Benjamin Klement, 2011. "Cumulative and Combinatorial Micro-dynamics of Knowledge: The Role of Space and Place in Knowledge Integration," European Planning Studies, Taylor & Francis Journals, vol. 20(11), pages 1843-1866, November.
    46. Nicholas Bloom & John Van Reenen, 2002. "Patents, Real Options and Firm Performance," Economic Journal, Royal Economic Society, vol. 112(478), pages 97-116, March.
    47. John Seely Brown & Paul Duguid, 1991. "Organizational Learning and Communities-of-Practice: Toward a Unified View of Working, Learning, and Innovation," Organization Science, INFORMS, vol. 2(1), pages 40-57, February.
    48. DiMasi, Joseph A. & Hansen, Ronald W. & Grabowski, Henry G., 2003. "The price of innovation: new estimates of drug development costs," Journal of Health Economics, Elsevier, vol. 22(2), pages 151-185, March.
    49. Asheim , Bjørn & Grillitsch , Markus, 2015. "Smart specialisation: Sources for new path development in a peripheral manufacturing region," Papers in Innovation Studies 2015/11, Lund University, CIRCLE - Centre for Innovation Research.
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    More about this item

    Keywords

    Knowledge; innovation; firm growth; micro data; Sweden;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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