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What effect does the aggregate industrial R&D offshoring have on you? A multilevel study

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  • Tojeiro-Rivero, Damián

Abstract

The present study argues that R&D offshoring is not only a matter of firm's decision as in previous literature, but also has an important industrial externality component. For a sample of manufacturing and services industries in the period 2005–15, I study the externalities coming from R&D offshorers in a given industry and the heterogeneous effects of enterprises' internal knowledge base characteristics. The evidence points to offshoring externality (OE) presenting an inverted U-shape with respect to the firms' innovative processes. However, firms with higher levels of human capital and/or internal R&D investments obtain higher returns coming from the OE. Overall, it seems that a strategy (R&D offshoring) that is highly beneficial for enterprises individually, might be also optimal for the Spanish economy.

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  • Tojeiro-Rivero, Damián, 2022. "What effect does the aggregate industrial R&D offshoring have on you? A multilevel study," Journal of International Management, Elsevier, vol. 28(2).
  • Handle: RePEc:eee:intman:v:28:y:2022:i:2:s1075425321000612
    DOI: 10.1016/j.intman.2021.100881
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    as
    1. Malerba, Franco, 2002. "Sectoral systems of innovation and production," Research Policy, Elsevier, vol. 31(2), pages 247-264, February.
    2. Martin Srholec, 2010. "A Multilevel Approach to Geography of Innovation," Regional Studies, Taylor & Francis Journals, vol. 44(9), pages 1207-1220.
    3. Olivier Bertrand & Michael J. Mol, 2013. "The antecedents and innovation effects of domestic and offshore R&D outsourcing: The contingent impact of cognitive distance and absorptive capacity," Strategic Management Journal, Wiley Blackwell, vol. 34(6), pages 751-760, June.
    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. Franco Malerba, 2005. "Sectoral systems of innovation: a framework for linking innovation to the knowledge base, structure and dynamics of sectors," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(1-2), pages 63-82.
    6. Haus-Reve, Silje & Fitjar, Rune Dahl & Rodríguez-Pose, Andrés, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in Norway," Research Policy, Elsevier, vol. 48(6), pages 1476-1486.
    7. Masaaki Kotabe & Denise Dunlap-Hinkler & Ronaldo Parente & Harsh A Mishra, 2007. "Determinants of cross-national knowledge transfer and its effect on firm innovation," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(2), pages 259-282, March.
    8. Yamashita, Nobuaki & Yamauchi, Isamu, 2019. "The effects of offshore production on onshore innovation: Evidence from Japanese multinationals," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    9. Mikaela Backman, 2014. "Human capital in firms and regions: Impact on firm productivity," Papers in Regional Science, Wiley Blackwell, vol. 93(3), pages 557-575, August.
    10. Paloma López-García & José Manuel Montero, 2010. "Understanding the spanish business innovation gap: the role of spillovers and firms’ absorptive capacity," Working Papers 1015, Banco de España.
    11. 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.
    12. Rodríguez-Pose, Andrés & Haus-Reve, Silje & Fitjar, Rune, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in," CEPR Discussion Papers 13622, C.E.P.R. Discussion Papers.
    13. Ornaghi, Carmine, 2006. "Spillovers in product and process innovation: Evidence from manufacturing firms," International Journal of Industrial Organization, Elsevier, vol. 24(2), pages 349-380, March.
    14. Castellani, Davide & Pieri, Fabio, 2013. "R&D offshoring and the productivity growth of European regions," Research Policy, Elsevier, vol. 42(9), pages 1581-1594.
    15. Sara Amoroso, 2017. "Multilevel heterogeneity of R&D cooperation and innovation determinants," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(1), pages 93-120, April.
    16. J. Vernon Henderson, 2001. "Marshall's Scale Economies," Working Papers 2001-46, Brown University, Department of Economics.
    17. Kotabe, Masaaki, 1989. ""Hollowing-out" of U.S. multinationals and their global competitiveness : An intrafirm perspective," Journal of Business Research, Elsevier, vol. 19(1), pages 1-15, August.
    18. Richard F. J. Haans & Constant Pieters & Zi-Lin He, 2016. "Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1177-1195, July.
    19. Spithoven, André & Teirlinck, Peter, 2015. "Internal capabilities, network resources and appropriation mechanisms as determinants of R&D outsourcing," Research Policy, Elsevier, vol. 44(3), pages 711-725.
    20. Steinberg, Philip J. & Procher, Vivien D. & Urbig, Diemo, 2017. "Too much or too little of R&D offshoring: The impact of captive offshoring and contract offshoring on innovation performance," Research Policy, Elsevier, vol. 46(10), pages 1810-1823.
    21. Frank G. van Oort & Martijn J. Burger & Joris Knoben & Otto Raspe, 2012. "Multilevel Approaches And The Firm-Agglomeration Ambiguity In Economic Growth Studies," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 468-491, July.
    22. Damián Tojeiro-Rivero & Rosina Moreno & Erika Raquel Badillo, 2019. "Radical Innovations: The Role of Knowledge Acquisition from Abroad," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 55(2), pages 173-207, September.
    23. Robin, Stéphane & Schubert, Torben, 2013. "Cooperation with public research institutions and success in innovation: Evidence from France and Germany," Research Policy, Elsevier, vol. 42(1), pages 149-166.
    24. Spyros Arvanitis & Boris Lokshin & Pierre Mohnen & Martin Woerter, 2015. "Impact of External Knowledge Acquisition Strategies on Innovation: A Comparative Study Based on Dutch and Swiss Panel Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 46(4), pages 359-382, June.
    25. Oli R. Mihalache & Justin J. J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2012. "Offshoring and firm innovation: The moderating role of top management team attributes," Strategic Management Journal, Wiley Blackwell, vol. 33(13), pages 1480-1498, December.
    26. Franco Malerba & Maria Mancusi & Fabio Montobbio, 2013. "Innovation, international R&D spillovers and the sectoral heterogeneity of knowledge flows," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(4), pages 697-722, December.
    27. Audretsch, David B. & Belitski, Maksim, 2020. "The role of R&D and knowledge spillovers in innovation and productivity," European Economic Review, Elsevier, vol. 123(C).
    28. Bell, Andrew & Jones, Kelvyn, 2015. "Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data," Political Science Research and Methods, Cambridge University Press, vol. 3(1), pages 133-153, January.
    29. Angrist, Joshua D., 2014. "The perils of peer effects," Labour Economics, Elsevier, vol. 30(C), pages 98-108.
    30. Davide Castellani & Katiuscia Lavoratori, 2020. "The lab and the plant: Offshore R&D and co-location with production activities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(1), pages 121-137, February.
    31. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    32. Anders Malmberg & Peter Maskell, 2006. "Localized Learning Revisited," Growth and Change, Wiley Blackwell, vol. 37(1), pages 1-18, March.
    33. Cusmano, Lucia & Mancusi, Maria Luisa & Morrison, Andrea, 2009. "Innovation and the geographical and organisational dimensions of outsourcing: Evidence from Italian firm-level data," Structural Change and Economic Dynamics, Elsevier, vol. 20(3), pages 183-195, September.
    34. René Belderbos & Vincent Van Roy & Florence Duvivier, 2013. "International and domestic technology transfers and productivity growth: firm level evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(1), pages 1-32, February.
    35. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    36. 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.
    37. Daniel Stegmueller, 2013. "How Many Countries for Multilevel Modeling? A Comparison of Frequentist and Bayesian Approaches," American Journal of Political Science, John Wiley & Sons, vol. 57(3), pages 748-761, July.
    38. Henderson, J. Vernon, 2003. "Marshall's scale economies," Journal of Urban Economics, Elsevier, vol. 53(1), pages 1-28, January.
    39. 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.
    40. Matija Rojec & Mark Knell, 2018. "Why Is There A Lack Of Evidence On Knowledge Spillovers From Foreign Direct Investment?," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 579-612, July.
    41. Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, March.
    42. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    43. Jason Owen-Smith & Walter W. Powell, 2004. "Knowledge Networks as Channels and Conduits: The Effects of Spillovers in the Boston Biotechnology Community," Organization Science, INFORMS, vol. 15(1), pages 5-21, February.
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