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Complementarity of innovation policies in Brazilian industry: An econometric study

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  • Resende, Marcelo
  • Strube, Eduardo
  • Zeidan, Rodrigo

Abstract

The paper aims to assess discrete complementarities in innovation policies in the context of Brazilian industry in 2003. We focus on complementarity and substitutability tests for obstacles to innovation (in the present application, lack of: finance sources, skilled personnel, cooperation opportunities, and information on technology or markets). The application, based on the Brazilian innovation survey (PINTEC-IBGE, 2003. Pesquisa Industrial de Inovação Tecnológica 2003. Retrieved October 23, 2013, from http://www.ibge.gov.br/home/estatistica/economia/industria/pintec/2003/pintec2003.pdf), avoids micro-aggregation of the data and explicitly considers sampling weights in the econometric estimation. The analysis highlights the two phases of the innovation process in terms of the propensity and intensity of innovation. We find evidence that firms subject to international competition have higher propensity to innovate. We also present some evidence that foreign ownership may be a driver to the propensity of innovation when companies actually innovate in the host countries. The evidence, unlike previous results, is not totally clear-cut in terms of contrasts of the two phases. Nevertheless, we can detect some substitutability and complementarity for specific pairs of obstacles regarding the propensity to innovate, and some evidence of complementarities in obstacles when considering intensity of innovation. Evidence is suggestive and favors the adoption of more targeted incentive policies for innovation.

Suggested Citation

  • Resende, Marcelo & Strube, Eduardo & Zeidan, Rodrigo, 2014. "Complementarity of innovation policies in Brazilian industry: An econometric study," International Journal of Production Economics, Elsevier, vol. 158(C), pages 9-17.
  • Handle: RePEc:eee:proeco:v:158:y:2014:i:c:p:9-17
    DOI: 10.1016/j.ijpe.2014.07.009
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    1. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    2. Athey, Susan. & Stern, Scott, 1969-, 1998. "An empirical framework for testing theories about complementarity in orgaziational design," Working papers WP 4022-98., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    3. Doran, Justin, 2012. "Are different forms of innovation complements or substitutes?," MPRA Paper 44580, University Library of Munich, Germany.
    4. Rob Aalbers & Victoria Shestalova & Viktoria Kocsis, 2012. "Innovation policy for directing technical change in the power sector," CPB Discussion Paper 223, CPB Netherlands Bureau for Economic Policy Analysis.
    5. Gourieroux, Christian & Holly, Alberto & Monfort, Alain, 1982. "Likelihood Ratio Test, Wald Test, and Kuhn-Tucker Test in Linear Models with Inequality Constraints on the Regression Parameters," Econometrica, Econometric Society, vol. 50(1), pages 63-80, January.
    6. Milgrom, Paul & Roberts, John, 1995. "Complementarities and fit strategy, structure, and organizational change in manufacturing," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 179-208, April.
    7. James Love & Stephen Roper, 2009. "Organizing the Innovation Process: Complementarities in Innovation Networking," Industry and Innovation, Taylor & Francis Journals, vol. 16(3), pages 273-290.
    8. Maria Guadalupe & Olga Kuzmina & Catherine Thomas, 2012. "Innovation and Foreign Ownership," American Economic Review, American Economic Association, vol. 102(7), pages 3594-3627, December.
    9. Leiponen, Aija, 2005. "Skills and innovation," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 303-323, June.
    10. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June.
    11. Martin Carree & Boris Lokshin & René Belderbos, 2011. "A note on testing for complementarity and substitutability in the case of multiple practices," Journal of Productivity Analysis, Springer, vol. 35(3), pages 263-269, June.
    12. Aalbers, Rob & Shestalova, Victoria & Kocsis, Viktória, 2013. "Innovation policy for directing technical change in the power sector," Energy Policy, Elsevier, vol. 63(C), pages 1240-1250.
    13. Holmstrom, Bengt & Milgrom, Paul, 1994. "The Firm as an Incentive System," American Economic Review, American Economic Association, vol. 84(4), pages 972-991, September.
    14. Cohen, Wesley M. & Levin, Richard C., 1989. "Empirical studies of innovation and market structure," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 18, pages 1059-1107, Elsevier.
    15. Schmiedeberg, Claudia, 2008. "Complementarities of innovation activities: An empirical analysis of the German manufacturing sector," Research Policy, Elsevier, vol. 37(9), pages 1492-1503, October.
    16. Levin, Richard C & Cohen, Wesley M & Mowery, David C, 1985. "R&D Appropriability, Opportunity, and Market Structure: New Evidence on Some Schumpeterian Hypotheses," American Economic Review, American Economic Association, vol. 75(2), pages 20-24, May.
    17. Galia, Fabrice & Legros, Diego, 2004. "Complementarities between obstacles to innovation: evidence from France," Research Policy, Elsevier, vol. 33(8), pages 1185-1199, October.
    18. Arora, Ashish & Gambardella, Alfonso, 1994. "Evaluating technological information and utilizing it : Scientific knowledge, technological capability, and external linkages in biotechnology," Journal of Economic Behavior & Organization, Elsevier, vol. 24(1), pages 91-114, June.
    19. Bulow, Jeremy I & Geanakoplos, John D & Klemperer, Paul D, 1985. "Multimarket Oligopoly: Strategic Substitutes and Complements," Journal of Political Economy, University of Chicago Press, vol. 93(3), pages 488-511, June.
    20. 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.
    21. Arora, Ashish, 1996. "Testing for complementarities in reduced-form regressions: A note," Economics Letters, Elsevier, vol. 50(1), pages 51-55, January.
    22. Shangqin Hong & Les Oxley & Philip McCann, 2012. "A Survey Of The Innovation Surveys," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 420-444, July.
    23. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
    24. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    25. Frauke Kreuter & Richard Valliant, 2007. "A survey on survey statistics: What is done and can be done in Stata," Stata Journal, StataCorp LP, vol. 7(1), pages 1-21, February.
    26. Kannebley, Sergio Jr. & Porto, Geciane S. & Pazello, Elaine Toldo, 2005. "Characteristics of Brazilian innovative firms: An empirical analysis based on PINTEC--industrial research on technological innovation," Research Policy, Elsevier, vol. 34(6), pages 872-893, August.
    27. Susan Athey & Scott Stern, 1998. "An Empirical Framework for Testing Theories About Complimentarity in Organizational Design," NBER Working Papers 6600, National Bureau of Economic Research, Inc.
    28. Arora, Ashish & Gambardella, Alfonso, 1990. "Complementarity and External Linkages: The Strategies of the Large Firms in Biotechnology," Journal of Industrial Economics, Wiley Blackwell, vol. 38(4), pages 361-379, June.
    29. Wolak, Frank A, 1991. "The Local Nature of Hypothesis Tests Involving Inequality Constraints in Nonlinear Models," Econometrica, Econometric Society, vol. 59(4), pages 981-995, July.
    30. Donald M. Topkis, 1978. "Minimizing a Submodular Function on a Lattice," Operations Research, INFORMS, vol. 26(2), pages 305-321, April.
    31. Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
    32. Wolak, Frank A., 1989. "Testing inequality constraints in linear econometric models," Journal of Econometrics, Elsevier, vol. 41(2), pages 205-235, June.
    33. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
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    2. Nestor Duch-Brown & Andrea de Panizza & Ibrahim Kholilul Rohman, 2016. "Innovation and productivity in a S&T intensive sector: the case of Information industries in Spain," JRC Research Reports JRC101847, Joint Research Centre.
    3. Blind, Knut & Krieger, Bastian & Pellens, Maikel, 2022. "The interplay between product innovation, publishing, patenting and developing standards," Research Policy, Elsevier, vol. 51(7).
    4. Latan, Hengky & Chiappetta Jabbour, Charbel Jose & Lopes de Sousa Jabbour, Ana Beatriz & de Camargo Fiorini, Paula & Foropon, Cyril, 2020. "Innovative efforts of ISO 9001-certified manufacturing firms: Evidence of links between determinants of innovation, continuous innovation and firm performance," International Journal of Production Economics, Elsevier, vol. 223(C).
    5. Danny Samson & Marianne Gloet & Prakash Singh, 2017. "Systematic Innovation Capability: Evidence From Case Studies And A Large Survey," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(07), pages 1-43, October.
    6. Ozusaglam, Serdal & Kesidou, Effie & Wong, Chee Yew, 2018. "Performance effects of complementarity between environmental management systems and environmental technologies," International Journal of Production Economics, Elsevier, vol. 197(C), pages 112-122.
    7. Zahler, Andrés & Goya, Daniel & Caamaño, Matías, 2022. "The primacy of demand and financial obstacles in hindering innovation," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    8. Barros, Henrique M., 2021. "Neither at the cutting edge nor in a patent-friendly environment: Appropriating the returns from innovation in a less developed economy," Research Policy, Elsevier, vol. 50(1).
    9. Jaureguy, Micaela Vidal & Bianchi, Carlos & Blanchard, Pablo, 2023. "Financial and knowledge barriers to innovation: Complementary and substitution effects on innovative effort," Research Policy, Elsevier, vol. 52(7).
    10. Doran, Justin, 2012. "Are different forms of innovation complements or substitutes?," MPRA Paper 44580, University Library of Munich, Germany.
    11. Basant, Rakesh, 2017. "Exploring Linkages between Innovation and public policy- challenges and Opportunities," IIMA Working Papers WP 2017-11-01, Indian Institute of Management Ahmedabad, Research and Publication Department.
    12. Rakesh Basant, 2018. "Exploring Linkages between Industrial Innovation and Public Policy: Challenges and Opportunities," Vikalpa: The Journal for Decision Makers, , vol. 43(2), pages 61-76, June.

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    More about this item

    Keywords

    Supermodularity; Complementarities; Innovation;
    All these keywords.

    JEL classification:

    • L50 - Industrial Organization - - Regulation and Industrial Policy - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

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