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Non-technological and Mixed Modes of Innovation in the United States. Evidence from the Business Research and Development and Innovation Survey, 2008-2011

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  • Juana Sanchez

Abstract

This paper presents a novel empirical study of innovation practices of U.S. companies and their relation to productivity levels using new business micro data from the Business Research and Development and Innovation Survey (BRDIS) for the years 2008-2011. We use factor analysis to reduce a set of inputs and outputs of innovation activities into four latent unobserved innovation modes or practices. Companies are grouped according to their scores across the four factors to see that in large, small and medium companies more than one mode of innovation practices prevails. The next step in the analysis links different types of innovation practices to levels of productivity using regression analysis. The innovation modes have a statistically significant positive relation with the level of productivity. The paper demonstrates the possibility of taking into account the multidimensionality of innovation without the use of composite indicators.

Suggested Citation

  • Juana Sanchez, 2014. "Non-technological and Mixed Modes of Innovation in the United States. Evidence from the Business Research and Development and Innovation Survey, 2008-2011," Working Papers 14-35, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:14-35
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    1. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    2. José Lejarraga & Ester Martinez-Ros, 2014. "Size, R&D productivity and Decision Styles," Small Business Economics, Springer, vol. 42(3), pages 643-662, March.
    3. Dominique Guellec & Bruno van Pottelsberghe de la Potterie, 2003. "R&D and Productivity Growth: Panel Data Analysis of 16 OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 103-126.
    4. Grupp, Hariolf & Mogee, Mary Ellen, 2004. "Indicators for national science and technology policy: how robust are composite indicators?," Research Policy, Elsevier, vol. 33(9), pages 1373-1384, November.
    5. Paul Geroski & Steve Machin & John Van Reenen, 1993. "The Profitability of Innovating Firms," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 198-211, Summer.
    6. Beñat Bilbao‐Osorio & Andrés Rodríguez‐Pose, 2004. "From R&D to Innovation and Economic Growth in the EU," Growth and Change, Wiley Blackwell, vol. 35(4), pages 434-455, September.
    7. 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.
    8. Luísa Carvalho & Teresa Costa & Jorge Caiado, 2013. "Determinants of innovation in a small open economy: a multidimensional perspective," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(3), pages 583-600, June.
    9. Bernd Ebersberger & Sverre J. Herstad, 2013. "The relationship between international innovation collaboration, intramural R&D and SMEs’ innovation performance: a quantile regression approach," Applied Economics Letters, Taylor & Francis Journals, vol. 20(7), pages 626-630, May.
    10. Giuseppe Medda & Claudio Piga & Donald S Siegel, 2005. "University R&D and Firm Productivity: Evidence from Italy," The Journal of Technology Transfer, Springer, vol. 30(2_2), pages 199-205, January.
    11. 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.
    12. Patrik Gustavsson Tingvall & Patrik Karpaty, 2011. "Service-sector competition, innovation and R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(1), pages 63-88.
    13. Hall, Bronwyn H. & Mairesse, Jacques & Mohnen, Pierre, 2010. "Measuring the Returns to R&D," 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 1033-1082, Elsevier.
    14. Diego Comin, 2004. "R&D: A Small Contribution to Productivity Growth," Journal of Economic Growth, Springer, vol. 9(4), pages 391-421, December.
    15. Haskel, Jonathan & Wallis, Gavin, 2013. "Public support for innovation, intangible investment and productivity growth in the UK market sector," Economics Letters, Elsevier, vol. 119(2), pages 195-198.
    16. Pelin Demirel & Mariana Mazzucato, 2012. "Innovation and Firm Growth: Is R&D Worth It?," Industry and Innovation, Taylor & Francis Journals, vol. 19(1), pages 45-62, January.
    17. Michele Cincera, 2005. "Firms' productivity growth and R&D spillovers: An analysis of alternative technological proximity measures," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(8), pages 657-682.
    18. 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.
    19. Bulent Guloglu & R. Tekin, 2012. "A Panel Causality Analysis of the Relationship among Research and Development, Innovation, and Economic Growth in High-Income OECD Countries," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 2(1), pages 32-47, June.
    20. Shireen AlAzzawi, 2012. "Innovation, productivity and foreign direct investment-induced R&D spillovers," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 21(5), pages 615-653, August.
    21. Frantzen, Dirk, 2000. "Innovation, International Technological Diffusion and the Changing Influence of R&D on Productivity," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 24(2), pages 193-210, March.
    22. Grupp, Hariolf & Schubert, Torben, 2010. "Review and new evidence on composite innovation indicators for evaluating national performance," Research Policy, Elsevier, vol. 39(1), pages 67-78, February.
    23. 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).
    24. Francesco Aiello & Paola Cardamone, 2005. "R&D spillovers and productivity growth: evidence from Italian manufacturing microdata," Applied Economics Letters, Taylor & Francis Journals, vol. 12(10), pages 625-631.
    25. D. Czarnitzki & N. O'Byrnes, 2007. "R&D, Innovation and the Impact on Productivity in Flanders," Review of Business and Economic Literature, KU Leuven, Faculty of Economics and Business (FEB), Review of Business and Economic Literature, vol. 0(2), pages 199-216.
    26. E. Carayannis & E. Grigoroudis, 2014. "Linking innovation, productivity, and competitiveness: implications for policy and practice," The Journal of Technology Transfer, Springer, vol. 39(2), pages 199-218, April.
    27. Petri Niininen, 2000. "Effect of publicly and privately financed R&D on total factor productivity growth," Finnish Economic Papers, Finnish Economic Association, vol. 13(1), pages 56-68, Spring.
    28. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
    29. 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.
    30. Nadiri, M Ishaq & Schankerman, M A, 1981. "Technical Change, Returns to Scale, and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 71(2), pages 314-319, May.
    31. Nicholas, Tom, 2011. "Did R&D Firms Used to Patent? Evidence from the First Innovation Surveys," The Journal of Economic History, Cambridge University Press, vol. 71(4), pages 1032-1059, December.
    32. Bernstein, Jeffrey I. & Mamuneas, Theofanis P., 2006. "R&D depreciation, stocks, user costs and productivity growth for US R&D intensive industries," Structural Change and Economic Dynamics, Elsevier, vol. 17(1), pages 70-98, January.
    33. repec:crs:wpaper:9833 is not listed on IDEAS
    34. Pessoa, Argentino, 2010. "R&D and economic growth: How strong is the link?," Economics Letters, Elsevier, vol. 107(2), pages 152-154, May.
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    Cited by:

    1. Hollenstein, Heinz, 2018. "Innovation strategies of firms: Identification, dynamics and intra-industry heterogeneity," Economics Discussion Papers 2018-24, Kiel Institute for the World Economy (IfW Kiel).
    2. Juana Sanchez, 2014. "Innovation Output Choices And Characteristics Of Firms In The U.S," Working Papers 14-42, Center for Economic Studies, U.S. Census Bureau.

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    More about this item

    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
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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