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Environmental Dynamism, Firm Size and the Economic Productivity of R&D

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  • Antonio Revilla
  • Zulima Fern�ndez

Abstract

The effects of firm size on innovative activity have been extensively debated in the literature, with generally inconclusive results. This study poses a contingent framework in which environmental dynamism moderates the effects of firm size on the returns to research and development (R&D) investments. We hypothesize that dynamic environments favor small firms, as they reward organizational flexibility and promote the development of the markets for technology. Empirical evidence obtained on a sample of Spanish manufacturing firms shows that technological, but not market, dynamism negatively moderates the effects of firm size on the economic productivity of R&D, thus contributing to the success of research efforts by small firms vis-�-vis those of larger corporations.

Suggested Citation

  • Antonio Revilla & Zulima Fern�ndez, 2013. "Environmental Dynamism, Firm Size and the Economic Productivity of R&D," Industry and Innovation, Taylor & Francis Journals, vol. 20(6), pages 503-522, August.
  • Handle: RePEc:taf:indinn:v:20:y:2013:i:6:p:503-522
    DOI: 10.1080/13662716.2013.833374
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    1. Richard A. D'Aveni & Giovanni Battista Dagnino & Ken G. Smith, 2010. "The age of temporary advantage," Strategic Management Journal, Wiley Blackwell, vol. 31(13), pages 1371-1385, December.
    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. Jensen, Elizabeth J, 1987. "Research Expenditures and the Discovery of New Drugs," Journal of Industrial Economics, Wiley Blackwell, vol. 36(1), pages 83-95, September.
    4. Srinivasan Balakrishnan & Birger Wernerfelt, 1986. "Technical change, competition and vertical integration," Strategic Management Journal, Wiley Blackwell, vol. 7(4), pages 347-359, July.
    5. Ellen R. Auster, 1992. "The Relationship of Industry Evolution to Patterns of Technological Linkages, Joint Ventures, and Direct Investment Between U.S. and Japan," Management Science, INFORMS, vol. 38(6), pages 778-792, June.
    6. Oliver E. Williamson, 1991. "Strategizing, economizing, and economic organization," Strategic Management Journal, Wiley Blackwell, vol. 12(S2), pages 75-94, December.
    7. Charles I. Jones, 2002. "Sources of U.S. Economic Growth in a World of Ideas," American Economic Review, American Economic Association, vol. 92(1), pages 220-239, March.
    8. Jacques Mairesse & Mohamed Sassenou, 1991. "R&D Productivity: A Survey of Econometric Studies at the Firm Level," NBER Working Papers 3666, National Bureau of Economic Research, Inc.
    9. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-951, July.
    10. Ejermo, Olof & Kander, Astrid & Svensson Henning, Martin, 2011. "The R&D-growth paradox arises in fast-growing sectors," Research Policy, Elsevier, vol. 40(5), pages 664-672, June.
    11. 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.
    12. Boris Lokshin & René Belderbos & Martin Carree, 2008. "The Productivity Effects of Internal and External R&D: Evidence from a Dynamic Panel Data Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(3), pages 399-413, June.
    13. 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.
    14. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    15. Mang, Paul Y., 1998. "Exploiting innovation options: an empirical analysis of R& D-intensive firms," Journal of Economic Behavior & Organization, Elsevier, vol. 35(2), pages 229-242, April.
    16. Bronwyn H. Hall & Zvi Griliches & Jerry A. Hausman, 1984. "Patents and R&D: Is There A Lag?," NBER Working Papers 1454, National Bureau of Economic Research, Inc.
    17. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    18. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    19. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    20. Andrea Vaona & Mario Pianta, 2008. "Firm Size and Innovation in European Manufacturing," Small Business Economics, Springer, vol. 30(3), pages 283-299, March.
    21. Lichtenberg, Frank R & Siegel, Donald, 1991. "The Impact of R&D Investment on Productivity--New Evidence Using Linked R&D-LRD Data," Economic Inquiry, Western Economic Association International, vol. 29(2), pages 203-229, April.
    22. Madsen, Jakob B., 2007. "Are there diminishing returns to R&D?," Economics Letters, Elsevier, vol. 95(2), pages 161-166, May.
    23. Jinyoung Kim & Sangjoon John Lee & Gerald Marschke, 2009. "Relation of Firm Size to R&D Productivity," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 8(1), pages 7-19, April.
    24. John W. Kendrick & Beatrice N. Vaccara, 1980. "New Developments in Productivity Measurement and Analysis," NBER Books, National Bureau of Economic Research, Inc, number kend80-1, March.
    25. Fulvio Castellacci, 2007. "Technological regimes and sectoral differences in productivity growth ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(6), pages 1105-1145, December.
    26. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    27. Richard C. Levin & Alvin K. Klevorick & Richard R. Nelson & Sidney G. Winter, 1987. "Appropriating the Returns from Industrial Research and Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(3, Specia), pages 783-832.
    28. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, December.
    29. Franco Malerba & Richard Nelson & Luigi Orsenigo & Sidney Winter, 2008. "Vertical integration and disintegration of computer firms: a history-friendly model of the coevolution of the computer and semiconductor industries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(2), pages 197-231, April.
    30. Ariel Pakes & Mark Schankerman, 1984. "The Rate of Obsolescence of Patents, Research Gestation Lags, and the Private Rate of Return to Research Resources," NBER Chapters, in: R&D, Patents, and Productivity, pages 73-88, National Bureau of Economic Research, Inc.
    31. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    32. 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).
    33. Hall, Bronwyn H & Griliches, Zvi & Hausman, Jerry A, 1986. "Patents and R and D: Is There a Lag?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(2), pages 265-283, June.
    34. Ashish Arora & Alfonso Gambardella, 2010. "Ideas for rent: an overview of markets for technology," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(3), pages 775-803, June.
    35. Zvi Griliches, 1998. "Returns to Research and Development Expenditures in the Private Sector," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 49-81, National Bureau of Economic Research, Inc.
    36. Tsai, Kuen-Hung & Wang, Jiann-Chyuan, 2005. "Does R&D performance decline with firm size?--A re-examination in terms of elasticity," Research Policy, Elsevier, vol. 34(6), pages 966-976, August.
    37. Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1, March.
    38. 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.
    39. Mario Kafouros & Chengqi Wang & George Lodorfos, 2009. "The impact of R&D strategy and firm size on the returns to innovation," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 8(4), pages 550-566.
    40. Massimiliano Mazzanti & Sandro Montresor & Paolo Pini, 2009. "What Drives (or Hampers) Outsourcing? Evidence for a Local Production System in Emilia Romagna," Industry and Innovation, Taylor & Francis Journals, vol. 16(3), pages 331-365.
    41. Czarnitzki, Dirk & Thorwarth, Susanne, 2012. "Productivity effects of basic research in low-tech and high-tech industries," Research Policy, Elsevier, vol. 41(9), pages 1555-1564.
    42. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    43. Arora, Ashish & Gambardella, Alfonso, 2010. "The Market for Technology," 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 641-678, Elsevier.
    44. Leiponen, Aija & Byma, Justin, 2009. "If you cannot block, you better run: Small firms, cooperative innovation, and appropriation strategies," Research Policy, Elsevier, vol. 38(9), pages 1478-1488, November.
    45. Mudambi, Ram & Swift, Tim, 2011. "Proactive R&D management and firm growth: A punctuated equilibrium model," Research Policy, Elsevier, vol. 40(3), pages 429-440, April.
    46. Michael G. Jacobides, 2008. "How Capability Differences, Transaction Costs, and Learning Curves Interact to Shape Vertical Scope," Organization Science, INFORMS, vol. 19(2), pages 306-326, April.
    47. Lee, Chang-Yang & Sung, Taeyoon, 2005. "Schumpeter's legacy: A new perspective on the relationship between firm size and R&D," Research Policy, Elsevier, vol. 34(6), pages 914-931, August.
    48. 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.
    49. Dosi, Giovanni & Llerena, Patrick & Labini, Mauro Sylos, 2006. "The relationships between science, technologies and their industrial exploitation: An illustration through the myths and realities of the so-called `European Paradox'," Research Policy, Elsevier, vol. 35(10), pages 1450-1464, December.
    50. Zoltan Acs & David Audretsch, 1990. "Innovation and Small Firms," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011131, December.
    51. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    52. Cockburn, Iain M. & Henderson, Rebecca M., 2001. "Scale and scope in drug development: unpacking the advantages of size in pharmaceutical research," Journal of Health Economics, Elsevier, vol. 20(6), pages 1033-1057, November.
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