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The relationship between R&D, innovation and productivity in emerging economies: CDM model and alternatives

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  • Fedyunina, Anna
  • Radosevic, Slavo

Abstract

CDM (Crépon, Duguet and Mairesse, 1988) is a workhorse model in the economics of innovation, which explains productivity in a three-stage procedure driven initially by R&D and leads to patents and then to productivity improvements. Based on the logic of this model, an increasing number of papers applies it to emerging economies but modifies the original model without being explicit about the nature and implications of this modification. We argue in this paper that, in its original form, CDM does not capture stylized facts of the determinants of productivity in emerging economies and that we need alternative models. Accordingly, we are critical of papers that try to maintain the validity of the model but actually change it. For that purpose, we test the original CDM model and its two alternatives: investment and production capability–driven models. Our research is based on a large sample of firms in Central and Eastern Europe, former Soviet republics and Turkey, and we show that the alternative models are much closer to the stylized facts of innovation activities and technology upgrading in these and other emerging economies. Our conclusions have important policy implications, which we discuss.

Suggested Citation

  • Fedyunina, Anna & Radosevic, Slavo, 2022. "The relationship between R&D, innovation and productivity in emerging economies: CDM model and alternatives," Economic Systems, Elsevier, vol. 46(3).
  • Handle: RePEc:eee:ecosys:v:46:y:2022:i:3:s0939362522000607
    DOI: 10.1016/j.ecosys.2022.100998
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    as
    1. Jose Miguel Benavente, 2006. "The role of research and innovation in promoting productivity in chile," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 301-315.
    2. Pierre Mohnen & Jacques Mairesse & Marcel Dagenais, 2006. "Innovativity: A comparison across seven European countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 391-413.
    3. Slavo Radosevic, 2017. "Upgrading technology in Central and Eastern European economies," IZA World of Labor, Institute of Labor Economics (IZA), pages 338-338, February.
    4. Bronwyn Hall & Jacques Mairesse, 2006. "Empirical studies of innovation in the knowledge-driven economy," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 289-299.
    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. Jacques Mairesse & Pierre Mohnen, 2005. "The Importance of R&D for Innovation: A Reassessment Using French Survey Data," The Journal of Technology Transfer, Springer, vol. 30(2_2), pages 183-197, January.
    7. Claudia De Fuentes & Gabriela Dutrenit & Fernando Santiago & Natalia Gras, 2015. "Determinants of Innovation and Productivity in the Service Sector in Mexico," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(3), pages 578-592, May.
    8. 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.
    9. repec:fth:harver:1473 is not listed on IDEAS
    10. Jaan Masso & Priit Vahter, 2012. "The link between innovation and productivity in Estonia's services sector," The Service Industries Journal, Taylor & Francis Journals, vol. 32(16), pages 2527-2541, December.
    11. Bourke, Jane & Roper, Stephen, 2017. "Innovation, quality management and learning: Short-term and longer-term effects," Research Policy, Elsevier, vol. 46(8), pages 1505-1518.
    12. Julio Raffo & Stephane Lhuillery & Luis Miotti, 2008. "Northern and southern innovativity: a comparison across European and Latin American countries," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 219-239.
    13. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 483-498, Winter.
    14. Peters, Bettina & Lööf, Hans & Janz, Norbert, 2003. "Firm Level Innovation and Productivity: Is there a Common Story Across Countries?," ZEW Discussion Papers 03-26, ZEW - Leibniz Centre for European Economic Research.
    15. Jaan Masso & Priit Vahter, 2008. "Technological innovation and productivity in late-transition Estonia: econometric evidence from innovation surveys," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 240-261.
    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. Valeria Arza & Andres Lopez, 2010. "Innovation and Productivity in the Argentine Manufacturing Sector," Research Department Publications 4681, Inter-American Development Bank, Research Department.
    18. Crespi, Gustavo & Zuniga, Pluvia, 2012. "Innovation and Productivity: Evidence from Six Latin American Countries," World Development, Elsevier, vol. 40(2), pages 273-290.
    19. Aghion, Philippe & Akcigit, Ufuk & Howitt, Peter, 2014. "What Do We Learn From Schumpeterian Growth Theory?," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 0, pages 515-563, Elsevier.
    20. Loof, Hans & Heshmati, Almas, 2002. "Knowledge capital and performance heterogeneity: : A firm-level innovation study," International Journal of Production Economics, Elsevier, vol. 76(1), pages 61-85, March.
    21. Keunjae Lee & Sang-Mok Kang, 2007. "Innovation Types and Productivity Growth: Evidence from Korean Manufacturing Firms," Global Economic Review, Taylor & Francis Journals, vol. 36(4), pages 343-359.
    22. 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.
    23. Valeria Arza & Andres Lopez, 2010. "Innovation and Productivity in the Argentine Manufacturing Sector," Research Department Publications 4681, Inter-American Development Bank, Research Department.
    24. Philippe Aghion, 2004. "Growth and Development: A Schumpeterian Approach," Annals of Economics and Finance, Society for AEF, vol. 5(1), pages 1-25, May.
    25. Dragan Tevdovski & Katerina Tosevska-Trpcevska & Elena Makrevska Disoska, 2017. "What is the role of innovation in productivity growth in Central and Eastern European countries?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 25(3), pages 527-551, July.
    26. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    27. 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.
    28. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    29. Gary Jefferson & Bai Huamao & Guan Xiaojing & Yu Xiaoyun, 2006. "R&D Performance in Chinese industry," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 345-366.
    30. Crespi, Gustavo & Zuniga, Pluvia, 2012. "Innovation and Productivity: Evidence from Six Latin American Countries," World Development, Elsevier, vol. 40(2), pages 273-290.
    31. Hashi, Iraj & Stojčić, Nebojša, 2013. "The impact of innovation activities on firm performance using a multi-stage model: Evidence from the Community Innovation Survey 4," Research Policy, Elsevier, vol. 42(2), pages 353-366.
    32. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," 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 833-872, Elsevier.
    33. George Van Leeuwen & Luuk Klomp, 2006. "On the contribution of innovation to multi-factor productivity growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 367-390.
    34. Bartz, Wiebke & Mohnen, Pierre & Schweiger, Helena, 2016. "The role of innovation and management practices in determining firm productivity in developing economies," MERIT Working Papers 2016-034, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    35. Luuk Klomp & George Van Leeuwen, 2001. "Linking Innovation and Firm Performance: A New Approach," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(3), pages 343-364.
    36. Andreas Reinstaller & Fabian Unterlass, 2011. "Sectoral Innovation Modes and Level of Economic Development: Implications for Innovation Policy in the New Member States," Chapters, in: Slavo Radosevic & Anna Kaderabkova (ed.), Challenges for European Innovation Policy, chapter 4, Edward Elgar Publishing.
    37. Chudnovsky, Daniel & Lopez, Andres & Pupato, German, 2006. "Innovation and productivity in developing countries: A study of Argentine manufacturing firms' behavior (1992-2001)," Research Policy, Elsevier, vol. 35(2), pages 266-288, March.
    38. Lööf, Hans & Heshmati, Almas & Asplund, Rita & Nåås, Svein-Olav, 2001. "Innovation and Performance in Manufacturing Industries: A Comparison of the Nordic Countries," SSE/EFI Working Paper Series in Economics and Finance 0457, Stockholm School of Economics.
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    More about this item

    Keywords

    Innovation; CDM model; R&D; Productivity; Technology capability; Emerging economies; Eastern Europe;
    All these keywords.

    JEL classification:

    • L63 - Industrial Organization - - Industry Studies: Manufacturing - - - Microelectronics; Computers; Communications Equipment
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

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