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Sample selection in estimating the determinants of cooperative R&D

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  • C. Piga
  • M. Vivarelli

Abstract

This article treats the selectivity issue in the analysis of cooperative R&D and also presents some new results, e.g. that a firm's organization, vertical relationships and innovation strategy are important drivers of a decision to engage in R&D both independently and with external partners.

Suggested Citation

  • C. Piga & M. Vivarelli, 2003. "Sample selection in estimating the determinants of cooperative R&D," Applied Economics Letters, Taylor & Francis Journals, vol. 10(4), pages 243-246.
  • Handle: RePEc:taf:apeclt:v:10:y:2003:i:4:p:243-246
    DOI: 10.1080/1350485022000044156
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    References listed on IDEAS

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    1. d'Aspremont, Claude & Jacquemin, Alexis, 1988. "Cooperative and Noncooperative R&D in Duopoly with Spillovers," American Economic Review, American Economic Association, vol. 78(5), pages 1133-1137, December.
    2. Hart, Oliver & Moore, John, 1990. "Property Rights and the Nature of the Firm," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1119-1158, December.
    3. Bruno Cassiman & Reinhilde Veugelers, 1998. "R&D cooperation and spillovers: Some empirical evidence," Economics Working Papers 328, Department of Economics and Business, Universitat Pompeu Fabra.
    4. Veugelers, Reinhilde & Cassiman, Bruno, 1999. "Make and buy in innovation strategies: evidence from Belgian manufacturing firms," Research Policy, Elsevier, vol. 28(1), pages 63-80, January.
    5. Grossman, Sanford J & Hart, Oliver D, 1986. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 691-719, August.
    6. 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.
    7. Rebecca Henderson & Iain Cockburn, 1993. "Scale, Scope and Spillovers: The Determinants of Research Productivity in the Pharmaceutical Industry," NBER Working Papers 4466, National Bureau of Economic Research, Inc.
    8. Bayona, Cristina & Garcia-Marco, Teresa & Huerta, Emilio, 2001. "Firms' motivations for cooperative R&D: an empirical analysis of Spanish firms," Research Policy, Elsevier, vol. 30(8), pages 1289-1307, October.
    9. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
    10. Bianco, Magda & Casavola, Paola, 1999. "Italian corporate governance:: Effects on financial structure and firm performance," European Economic Review, Elsevier, vol. 43(4-6), pages 1057-1069, April.
    11. Kamien, Morton I & Muller, Eitan & Zang, Israel, 1992. "Research Joint Ventures and R&D Cartels," American Economic Review, American Economic Association, vol. 82(5), pages 1293-1306, December.
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    Citations

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    Cited by:

    1. Gabriele Pellegrino & Mariacristina Piva & Marco Vivarelli, 2009. "How do young innovative companies innovate?," Jena Economic Research Papers 2009-055, Friedrich-Schiller-University Jena.
    2. Iammarino, Simona & Piva, Mariacristina & Vivarelli, Marco & Von Tunzelmann, Nick, 2009. "Technological Capabilities and Patterns of Cooperation of UK Firms: A Regional Investigation," IZA Discussion Papers 4129, Institute for the Study of Labor (IZA).
    3. Giuseppe Medda & Claudio Piga & Donald Siegel, 2006. "Assessing the returns to collaborative research: Firm-level evidence from Italy," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(1), pages 37-50.
    4. Catozzella, Alessandra & Vivarelli, Marco, 2007. "The Catalysing Role of In-House R&D in Fostering the Complementarity of Innovative Inputs," IZA Discussion Papers 3126, Institute for the Study of Labor (IZA).
    5. Gabriele Pellegrino & Mariacristina Piva & Marco Vivarelli, 2015. "How do new entrepreneurs innovate?," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(3), pages 323-341, September.
    6. Claudio A. Piga & Gianfranco Atzeni, 2007. "R&D Investment, Credit Rationing And Sample Selection," Bulletin of Economic Research, Wiley Blackwell, vol. 59(2), pages 149-178, April.
    7. Marco Vivarelli, 2016. "The middle income trap: a way out based on technological and structural change," Economic Change and Restructuring, Springer, vol. 49(2), pages 159-193, August.
    8. Francesco Bogliacino & Mariacristina Piva & Marco Vivarelli, 2014. "Technology and employment: the job creation effect of business R&D," Rivista Internazionale di Scienze Sociali, Vita e Pensiero, Pubblicazioni dell'Universita' Cattolica del Sacro Cuore, vol. 126(3), pages 239-264.
    9. Claudio Piga & Donald S. Siegel, 2003. "New Evidence on the Link between Technological Change and Employment: Extending the Neo-Classical Paradigm," Rensselaer Working Papers in Economics 0303, Rensselaer Polytechnic Institute, Department of Economics.
    10. Marco Vivarelli, 2015. "Structural Change and Innovation in Developing Economies: A Way Out of the Middle Income Trap ?," LEM Papers Series 2015/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    11. Gabriele Pellegrino & Mariacristina Piva, 2014. "Do innovative inputs lead to different innovative outputs in mature and young firms?," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1497, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    12. Paolo Rizzi & Fabio Campanini & Serena Costa, 2012. "Hybrid Innovation. The Italian Machine Tool Industry Case," Symphonya. Emerging Issues in Management, University of Milano-Bicocca, issue 1 Innovat, pages 45-56.
    13. Hyunbae Chun & Sung-Bae Mun, 2012. "Determinants of R&D cooperation in small and medium-sized enterprises," Small Business Economics, Springer, vol. 39(2), pages 419-436, September.
    14. Alessandra Catozzella & Marco Vivarelli, 2016. "The possible adverse impact of innovation subsidies: some evidence from Italy," International Entrepreneurship and Management Journal, Springer, vol. 12(2), pages 351-368, June.
    15. Belkar, R. & Fiebig, D.G., 2008. "A Monte Carlo comparison of estimators for a bivariate probit model with selection," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 78(2), pages 250-256.
    16. Mariacristina Piva & Marco Vivarelli, 2007. "Is demand-pulled innovation equally important in different groups of firms?," Cambridge Journal of Economics, Oxford University Press, vol. 31(5), pages 691-710, September.
    17. G. Medda & C. Piga, 2004. "R&S e spillover industriali: un'analisi sulle imprese italiane," Working Paper CRENoS 200406, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    18. Elif Kalayci & Mehmet Teoman Pamukçu, 2011. "Analysis of Foreign Ownership, R&D and Spillovers in Developing Countries: Evidence from Turkey," Working Papers 642, Economic Research Forum, revised 10 Jan 2011.
    19. Vivarelli, Marco, 2014. "Structural Change and Innovation as Exit Strategies from the Middle Income Trap," IZA Discussion Papers 8148, Institute for the Study of Labor (IZA).
    20. Fabio Campanini & Serena Costa & Paolo Rizzi, 2013. "The Machine Tool Industry in Italy: Industrial Innovations and Performances," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1391, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    21. Alessandra Catozzella & Marco Vivarelli, 2011. "Assessing the Impact of Public Support on Innovative Productivity," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1177, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    22. Giuseppe Medda & Claudio Piga & Donald S. Siegel, 2003. "On the Relationship between R&D and Productivity: a Treatment Effect Analysis," Rensselaer Working Papers in Economics 0307, Rensselaer Polytechnic Institute, Department of Economics.
    23. G. Atzeni & C. Piga, 2003. "Credit Rationing in High-Tech firms and sample selection," Working Paper CRENoS 200304, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    24. Getinet Haile & Ilina Srour & Marco Vivarelli, 2014. "Globalization and Technology Transfer in Ethiopia: Their Impact on Domestic Employment and Skills," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1498, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).

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