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Innovation Policy and R&D Efficiency in Emerging Countries: a Stochastic Frontier Analysis

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  • Kamilia Loukil

    (the University of Sfax in Tunisia)

Abstract

Understanding the process of innovation and its relationship with public policy was analyzed in many studies conducted in advanced economies. In the context of developing countries, some authors have even understated the role of innovation. This paper addresses these issues, which are relatively neglected in the literature. It focuses on the evaluation of innovation policy in emerging countries. Such evaluation is very crucial as it serves as a guide to public spending and resource allocation. In this study, we aim to examine the impact of public support on R&D efficiency in 10 emerging countries over the period from 2001 to 2010. The stochastic frontier approach is applied to estimate the relative efficiency of R&D of each country and its determinants. We estimate two stochastic frontier models where human and physical resources of R&D are the inputs employed to produce an output: patents in the first model and scientific publications in the second model. Determinants of R&D efficiency are innovation policy instruments: increase of R&D investments, promotion of interactions between the actors of innovation system, promotion of human capital, and protection of intellectual property rights. Results are different depending on the nature of the output. Indeed, in the case of patent-oriented R&D efficiency, only the tools for human resources and intellectual property rights allow to improve the level of national R&D efficiency. In the case of scientific publication-oriented R&D efficiency, public research, human resources and intellectual property rights are effective public tools to improve R&D management quality.

Suggested Citation

  • Kamilia Loukil, 2016. "Innovation Policy and R&D Efficiency in Emerging Countries: a Stochastic Frontier Analysis," Eastern European Business and Economics Journal, Eastern European Business and Economics Studies Centre, vol. 2(3), pages 165-192.
  • Handle: RePEc:eeb:articl:v:2:y:2016:n:3:p:165-192
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    as
    1. Wang, Eric C. & Huang, Weichiao, 2007. "Relative efficiency of R&D activities: A cross-country study accounting for environmental factors in the DEA approach," Research Policy, Elsevier, vol. 36(2), pages 260-273, March.
    2. 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.
    3. Jeff S. Armstrong & Michael R. Darby & Lynne G. Zucker, 2003. "Commercializing knowledge: university science, knowledge capture and firm performance in biotechnology," Proceedings, Federal Reserve Bank of Dallas, issue Sep, pages 149-170.
    4. Teixeira, Aurora A.C. & Fortuna, Natércia, 2010. "Human capital, R&D, trade, and long-run productivity. Testing the technological absorption hypothesis for the Portuguese economy, 1960-2001," Research Policy, Elsevier, vol. 39(3), pages 335-350, April.
    5. Hulya Ulku, 2007. "R&D, innovation and output: evidence from OECD and nonOECD countries," Applied Economics, Taylor & Francis Journals, vol. 39(3), pages 291-307.
    6. Salter, Ammon J. & Martin, Ben R., 2001. "The economic benefits of publicly funded basic research: a critical review," Research Policy, Elsevier, vol. 30(3), pages 509-532, March.
    7. Goolsbee, Austan, 1998. "Does Government R&D Policy Mainly Benefit Scientists and Engineers?," American Economic Review, American Economic Association, vol. 88(2), pages 298-302, May.
    8. Anonymous, 1962. "Economic and Social Council," International Organization, Cambridge University Press, vol. 16(1), pages 195-216, January.
    9. Guan, Jiancheng & Chen, Kaihua, 2012. "Modeling the relative efficiency of national innovation systems," Research Policy, Elsevier, vol. 41(1), pages 102-115.
    10. repec:fth:harver:1473 is not listed on IDEAS
    11. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    12. McMillan, G. Steven & Narin, Francis & Deeds, David L., 2000. "An analysis of the critical role of public science in innovation: the case of biotechnology," Research Policy, Elsevier, vol. 29(1), pages 1-8, January.
    13. Jin-Li Hu & Chih-Hai Yang & Chiang-Ping Chen, 2014. "R&D Efficiency And The National Innovation System: An International Comparison Using The Distance Function Approach," Bulletin of Economic Research, Wiley Blackwell, vol. 66(1), pages 55-71, January.
    14. Hicks, Diana M. & Isard, Phoebe A. & Martin, Ben R., 1996. "A morphology of Japanese and European corporate research networks," Research Policy, Elsevier, vol. 25(3), pages 359-378, May.
    15. Adams, James D & Chiang, Eric P & Starkey, Katara, 2001. "Industry-University Cooperative Research Centers," The Journal of Technology Transfer, Springer, vol. 26(1-2), pages 73-86, January.
    16. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    17. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    18. Wang, Eric C., 2007. "R&D efficiency and economic performance: A cross-country analysis using the stochastic frontier approach," Journal of Policy Modeling, Elsevier, vol. 29(2), pages 345-360.
    19. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    20. Zucker, Lynne G & Darby, Michael R, 2001. "Capturing Technological Opportunity via Japan's Star Scientists: Evidence from Japanese Firms' Biotech Patents and Products," The Journal of Technology Transfer, Springer, vol. 26(1-2), pages 37-58, January.
    21. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    22. Ang, James B., 2010. "Financial Reforms, Patent Protection, and Knowledge Accumulation in India," World Development, Elsevier, vol. 38(8), pages 1070-1081, August.
    23. Mercedes Gumbau-Albert & Joaquin Maudos, 2009. "Patents, technological inputs and spillovers among regions," Applied Economics, Taylor & Francis Journals, vol. 41(12), pages 1473-1486.
    24. Zucker, Lynne G & Darby, Michael R & Armstrong, Jeff, 1998. "Geographically Localized Knowledge: Spillovers or Markets?," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 65-86, January.
    25. Allred, Brent B. & Park, Walter G., 2007. "The influence of patent protection on firm innovation investment in manufacturing industries," Journal of International Management, Elsevier, vol. 13(2), pages 91-109, June.
    26. Rajneesh Narula & John Dunning, 2000. "Industrial Development, Globalization and Multinational Enterprises: New Realities for Developing Countries," Oxford Development Studies, Taylor & Francis Journals, vol. 28(2), pages 141-167.
    27. Lin, Chen & Lin, Ping & Song, Frank, 2010. "Property rights protection and corporate R&D: Evidence from China," Journal of Development Economics, Elsevier, vol. 93(1), pages 49-62, September.
    28. Berman, Evan M., 1990. "The economic impact of industry-funded university R&D," Research Policy, Elsevier, vol. 19(4), pages 349-355, August.
    29. Florence Jaumotte & Nigel Pain, 2005. "An Overview of Public Policies to Support Innovation," OECD Economics Department Working Papers 456, OECD Publishing.
    30. Lofsten, Hans & Lindelof, Peter, 2002. "Science Parks and the growth of new technology-based firms--academic-industry links, innovation and markets," Research Policy, Elsevier, vol. 31(6), pages 859-876, August.
    31. Ingo Liefner & Stefan Hennemann & Lu Xin, 2006. "Cooperation in the Innovation Process in Developing Countries: Empirical Evidence from Zhongguancun, Beijing," Environment and Planning A, , vol. 38(1), pages 111-130, January.
    32. Michele Cincera & Lieselot Kempen & Bruno Van Pottelsberghe & Reinhilde Veugelers & Carolina Villegas Sanchez, 2003. "Productivity growth, R&D and the rôle of international collaborative agreements: some évidence for Belgian manufacturing companies," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 46(3), pages 107-140.
    33. Florence Jaumotte & Nigel Pain, 2005. "From Ideas to Development: The Determinants of R&D and Patenting," OECD Economics Department Working Papers 457, OECD Publishing.
    34. Anonymous, 1962. "Economic and Social Council," International Organization, Cambridge University Press, vol. 16(4), pages 835-844, October.
    35. Anonymous, 1962. "Economic and Social Council," International Organization, Cambridge University Press, vol. 16(3), pages 587-596, July.
    36. Kodde, David A & Palm, Franz C, 1986. "Wald Criteria for Jointly Testing Equality and Inequality Restriction s," Econometrica, Econometric Society, vol. 54(5), pages 1243-1248, September.
    37. Li, Xibao, 2009. "China's regional innovation capacity in transition: An empirical approach," Research Policy, Elsevier, vol. 38(2), pages 338-357, March.
    38. René m. Bakker & Leon A.g. Oerlemans & Tinus Pretorius, 2008. "Domestic And International Innovation Partnerships: Do They Matter For Innovation Outcomes Of South African Firms?," South African Journal of Economics, Economic Society of South Africa, vol. 76(3), pages 518-536, September.
    39. Cassia, Lucio & Colombelli, Alessandra & Paleari, Stefano, 2009. "Firms' growth: Does the innovation system matter?," Structural Change and Economic Dynamics, Elsevier, vol. 20(3), pages 211-220, September.
    40. Caloghirou, Yannis & Tsakanikas, Aggelos & Vonortas, Nicholas S, 2001. "Univeristy-Industry Cooperation in the Context of the European Framework Programmes," The Journal of Technology Transfer, Springer, vol. 26(1-2), pages 153-161, January.
    41. Florence Jaumotte & Nigel Pain, 2005. "Innovation in the Business Sector," OECD Economics Department Working Papers 459, OECD Publishing.
    42. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    43. Kanwar, Sunil, 2007. "Business enterprise R&D, technological change, and intellectual property protection," Economics Letters, Elsevier, vol. 96(1), pages 120-126, July.
    44. Tether, Bruce S. & Tajar, Abdelouahid, 2008. "Beyond industry-university links: Sourcing knowledge for innovation from consultants, private research organisations and the public science-base," Research Policy, Elsevier, vol. 37(6-7), pages 1079-1095, July.
    45. Zucker, Lynne G & Darby, Michael R & Brewer, Marilynn B, 1998. "Intellectual Human Capital and the Birth of U.S. Biotechnology Enterprises," American Economic Review, American Economic Association, vol. 88(1), pages 290-306, March.
    46. Conte, Andrea & Schweizer, Philip & Dierx, Adriaan & Ilzkovitz, Fabienne, 2009. "An analysis of the efficiency of public spending and national policies in the area of R&D," MPRA Paper 23549, University Library of Munich, Germany.
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    2. Puertas, Rosa & Marti, Luisa & Guaita-Martinez, José M., 2020. "Innovation, lifestyle, policy and socioeconomic factors: An analysis of European quality of life," Technological Forecasting and Social Change, Elsevier, vol. 160(C).

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