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External R&D Acquisition and Product Innovation

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The outsourcing of R&D activities is considered an important way to acquire external technological information that can be integrated into a firm's own knowledge endowment. Given the complex relationship between R&D partnerships and innovation performance, it becomes of paramount importance for scholars, managers and policy-makers to understand whether and how outsourcing benefits the firm. This paper tries to assess the impact that external sources of R&D may have on product innovation, differentiating between R&D supplied by universities and other companies. The empirical analysis is based on a large and representative sample of European manufacturing companies. The analysis considers R&D an endogenous decision in investigating its effect on product innovation. An instrumental variable two-step estimation method is employed to deal with this issue. The results suggest that R&D intensity, or the share of R&D acquired from external sources, has a positive and significant effect on product innovation. Furthermore, we find evidence of an inverse U-shaped relationship between R&D outsourcing and innovation, meaning that on average, costs start to outweigh benefits as the R&D collaboration projects increase. We also estimate high returns from R&D acquired from universities on the probability to achieve product innovations, while having firms in the same group as research partners has the largest effect on innovative product sales. The results have straightforward implications for the practice of R&D managers. In order to gain advantages from partnership in research, innovation managers need to jointly exploit these different types of collaboration activities and their potential synergies. Given that the innovative firms in the sample desire additional credit which actually they do not obtain, R&D managers should also be concerned with the financing sources firms have access to. Finally, the analysis suggests that managers ought to identify the appropriate level of external acquisition in order to fully benefit on innovation.

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  • G. Medda & OA Carboni, 2019. "External R&D Acquisition and Product Innovation," Working Paper CRENoS 201906, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  • Handle: RePEc:cns:cnscwp:201906
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    1. Giuseppe Medda & Claudio Piga, 2014. "Technological spillovers and productivity in Italian manufacturing firms," Journal of Productivity Analysis, Springer, vol. 41(3), pages 419-434, June.
    2. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    3. René Belderbos & Martin Carree & Boris Lokshin & Juan Fernández Sastre, 2015. "Inter-temporal patterns of R&D collaboration and innovative performance," The Journal of Technology Transfer, Springer, vol. 40(1), pages 123-137, February.
    4. Christoph Grimpe & Ulrich Kaiser, 2010. "Balancing Internal and External Knowledge Acquisition: The Gains and Pains from R&D Outsourcing," Journal of Management Studies, Wiley Blackwell, vol. 47(8), pages 1483-1509, December.
    5. Antoine Dechezleprêtre & Elias Einiö & Ralf Martin & Kieu-Trang Nguyen & John Van Reenen, 2016. "Do tax incentives for research increase firm innovation? An RD design for R&D, patents and spillovers," CEP Discussion Papers dp1413, Centre for Economic Performance, LSE.
    6. Marjolein C.J. Caniëls, 2000. "Knowledge Spillovers and Economic Growth," Books, Edward Elgar Publishing, number 1936.
    7. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    8. Antoine Dechezleprêtre & Elias Einiö & Ralf Martin & Kieu-Trang Nguyen & John Van Reenen, 2016. "Do tax Incentives for Research Increase Firm Innovation? An RD Design for R&D," NBER Working Papers 22405, National Bureau of Economic Research, Inc.
    9. Sebastian Kobarg & Jutta Stumpf-Wollersheim & Isabell M. Welpe, 2018. "University-industry collaborations and product innovation performance: the moderating effects of absorptive capacity and innovation competencies," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1696-1724, December.
    10. Bettina Peters, 2009. "Persistence of innovation: stylised facts and panel data evidence," The Journal of Technology Transfer, Springer, vol. 34(2), pages 226-243, April.
    11. Lee G. Branstetter & Mariko Sakakibara, 2002. "When Do Research Consortia Work Well and Why? Evidence from Japanese Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 143-159, March.
    12. Hagedoorn, John, 2002. "Inter-firm R&D partnerships: an overview of major trends and patterns since 1960," Research Policy, Elsevier, vol. 31(4), pages 477-492, May.
    13. 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.
    14. Donald Siegel & Charles Wessner, 2012. "Universities and the success of entrepreneurial ventures: evidence from the small business innovation research program," The Journal of Technology Transfer, Springer, vol. 37(4), pages 404-415, August.
    15. 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.
    16. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    17. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    18. Carlo Altomonte & Simona Gamba & Maria Luisa Mancusi & Andrea Vezzulli, 2016. "R&D investments, financing constraints, exporting and productivity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(3), pages 283-303, April.
    19. Carboni, Oliviero A., 2013. "Heterogeneity in R&D collaboration: An empirical investigation," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 48-59.
    20. Bronwyn H. Hall & Albert N. Link & John T. Scott, 2003. "Universities as Research Partners," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 485-491, May.
    21. Bronwyn H. Hall & Pietro Moncada-Paternò-Castello & Sandro Montresor & Antonio Vezzani, 2016. "Financing constraints, R&D investments and innovative performances: new empirical evidence at the firm level for Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(3), pages 183-196, April.
    22. Barry Bozeman & Daniel Fay & Catherine Slade, 2013. "Research collaboration in universities and academic entrepreneurship: the-state-of-the-art," The Journal of Technology Transfer, Springer, vol. 38(1), pages 1-67, February.
    23. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    24. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    25. Bruno Cassiman & Elena Golovko, 2011. "Innovation and internationalization through exports," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(1), pages 56-75, January.
    26. 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).
    27. Carboni, Oliviero A., 2012. "An empirical investigation of the determinants of R&D cooperation: An application of the inverse hyperbolic sine transformation," Research in Economics, Elsevier, vol. 66(2), pages 131-141.
    28. David Aristei & Michela Vecchi & Francesco Venturini, 2016. "University and inter-firm R&D collaborations: propensity and intensity of cooperation in Europe," The Journal of Technology Transfer, Springer, vol. 41(4), pages 841-871, August.
    29. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    30. Oliviero A. Carboni & Giuseppe Medda, 2018. "R&D, export and investment decision: evidence from European firms," Applied Economics, Taylor & Francis Journals, vol. 50(2), pages 187-201, January.
    31. Dirk Czarnitzki & Bernd Ebersberger & Andreas Fier, 2007. "The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1347-1366.
    32. Becker, Wolfgang & Dietz, Jurgen, 2004. "R&D cooperation and innovation activities of firms--evidence for the German manufacturing industry," Research Policy, Elsevier, vol. 33(2), pages 209-223, March.
    33. Brouwer, Erik & Kleinknecht, Alfred, 1999. "Innovative output, and a firm's propensity to patent.: An exploration of CIS micro data," Research Policy, Elsevier, vol. 28(6), pages 615-624, August.
    34. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    35. 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.
    36. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    37. Christoph Grimpe & Ulrich Kaiser, 2010. "Balancing Internal and External Knowledge Acquisition: The Gains and Pains from R&D Outsourcing," Journal of Management Studies, Wiley Blackwell, vol. 47(8), pages 1483-1509, December.
    38. Carmen Weigelt, 2009. "The impact of outsourcing new technologies on integrative capabilities and performance," Strategic Management Journal, Wiley Blackwell, vol. 30(6), pages 595-616, June.
    39. Berchicci, Luca, 2013. "Towards an open R&D system: Internal R&D investment, external knowledge acquisition and innovative performance," Research Policy, Elsevier, vol. 42(1), pages 117-127.
    40. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    41. de Leeuw, Tim & Lokshin, Boris & Duysters, Geert, 2014. "Returns to alliance portfolio diversity: The relative effects of partner diversity on firm's innovative performance and productivity," Journal of Business Research, Elsevier, vol. 67(9), pages 1839-1849.
    42. García-Quevedo, José & Pellegrino, Gabriele & Vivarelli, Marco, 2014. "R&D drivers and age: Are young firms different?," Research Policy, Elsevier, vol. 43(9), pages 1544-1556.
    43. Kuo-Feng Huang & Chwo-Ming Yu, 2011. "The effect of competitive and non-competitive R&D collaboration on firm innovation," The Journal of Technology Transfer, Springer, vol. 36(4), pages 383-403, August.
    44. Enrico Guzzini & Donato Iacobucci, 2014. "Business Group Affiliation and R&D," Industry and Innovation, Taylor & Francis Journals, vol. 21(1), pages 20-42, January.
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    Keywords

    research partners; IV model; innovation performance; External R&D;
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