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R&D, export and investment decision: evidence from European firms

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  • Oliviero A. Carboni
  • Giuseppe Medda

Abstract

This article provides an empirical investigation of the mechanism through which R&D influences export and tangible investment decisions. The analysis is based on a large representative and cross-country comparative sample of manufacturing firms across seven European countries. The novelty of this work lies in the three aspects. First, we expand the results on the R&D–export and R&D–investment relationships to a wide sample of cross-European firms. This differentiates from previous works based on single-country samples. Second, to the best of our knowledge, this study is the first in years which assess empirically the relationship between R&D and tangible investment at the micro level. Third, we control for endogeneity of R&D and simultaneity in firms’ decision whether to export and carry out tangible investment. The results of the analysis suggest that R&D positively affects export propensity and tangible investment. The results also reveal that neglecting endogeneity and simultaneity issues leads to underestimate the effect of R&D to both export and investment propensities.

Suggested Citation

  • 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.
  • Handle: RePEc:taf:applec:v:50:y:2018:i:2:p:187-201
    DOI: 10.1080/00036846.2017.1332747
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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. Carlo Altomonte & Tommaso Aquilante & Gábor Békés & Gianmarco I.P. Ottaviano, 2013. "Internationalization and innovation of firms: evidence and policy [Managing knowledge within and outside the multinational corporation]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 28(76), pages 663-700.
    4. Joachim Wagner, 2006. "Export Intensity and Plant Characteristics: What Can We Learn from Quantile Regression?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(1), pages 195-203, April.
    5. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    6. Schiantarelli, Fabio, 1996. "Financial Constraints and Investment: Methodological Issues and International Evidence," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 12(2), pages 70-89, Summer.
    7. Francesco Aiello & Fernanda Ricotta, 2014. "Firm heterogeneity in productivity across Europe. What explains what?," ERSA conference papers ersa14p808, European Regional Science Association.
    8. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    9. Joachim Wagner, 2015. "A Note on Firm Age and the Margins of Exports: First Evidence from Germany," The International Trade Journal, Taylor & Francis Journals, vol. 29(2), pages 93-102, June.
    10. Tito Boeri & Pietro Garibaldi & Espen R Moen, 2013. "Financial Shocks and Labor: Facts and Theories," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(4), pages 631-663, December.
    11. David Aristei & Chiara Franco, 2014. "The role of credit constraints on firms’ exporting and importing activities," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(6), pages 1493-1522.
    12. Chaoshin Chiao, 2001. "The relationship between R&D and physical investment of firms in science-based industries," Applied Economics, Taylor & Francis Journals, vol. 33(1), pages 23-35.
    13. 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.
    14. Giorgio Barba Navaretti & Davide Castellani & Fabio Pieri, 2014. "Age and firm growth: evidence from three European countries," Small Business Economics, Springer, vol. 43(4), pages 823-837, December.
    15. 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.
    16. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    17. Oliviero A. Carboni, 2013. "A spatial analysis of R&D: the role of industry proximity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(8), pages 820-839, November.
    18. Pieter J. de Jong, 2007. "The relationship between capital investment and R&D spending: a panel cointegration analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 17(11), pages 871-880.
    19. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    20. 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.
    21. Toivanen, Otto & Stoneman, Paul, 1998. "Dynamics of R&D and investment: UK evidence," Economics Letters, Elsevier, vol. 58(1), pages 119-126, January.
    22. Dirk Czarnitzki & Andrew Toole, 2007. "Business R&D and the Interplay of R&D Subsidies and Product Market Uncertainty," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 31(3), pages 169-181, November.
    23. Schankerman, Mark, 1981. "The Effects of Double-Counting and Expensing on the Measured Returns to R&D," The Review of Economics and Statistics, MIT Press, vol. 63(3), pages 454-458, August.
    24. Anna Maria Pinna & Rinaldo Brau & Vania Manuela Licio, 2016. "Broadening or jumping? An analysis of the first export market of European Union firms," Environment and Planning C, , vol. 34(4), pages 592-616, June.
    25. repec:fth:prinin:455 is not listed on IDEAS
    26. Carboni, Oliviero A., 2017. "The effect of public support on investment and R&D: An empirical evaluation on European manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 282-295.
    27. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    28. Richard Harris & Qian Cher Li, 2011. "Participation in export markets and the role of R&D: establishment-level evidence from the UK Community Innovation Survey 2005," Applied Economics, Taylor & Francis Journals, vol. 43(23), pages 3007-3020.
    29. Louis K. C. Chan & Josef Lakonishok & Theodore Sougiannis, 2001. "The Stock Market Valuation of Research and Development Expenditures," Journal of Finance, American Finance Association, vol. 56(6), pages 2431-2456, December.
    30. 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..
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    2. Timo Mitze & Teemu Makkonen, 2020. "When interaction matters: the contingent effects of spatial knowledge spillovers and internal R&I on firm productivity," The Journal of Technology Transfer, Springer, vol. 45(4), pages 1088-1120, August.
    3. Falk, Martin & de Lemos, Francisco Figueira, 2019. "Complementarity of R&D and productivity in SME export behavior," Journal of Business Research, Elsevier, vol. 96(C), pages 157-168.
    4. Andrin Spescha & Martin Woerter, 2021. "Research and development as an initiator of fixed capital investment," Journal of Evolutionary Economics, Springer, vol. 31(1), pages 117-145, January.
    5. Sorin M. S. Krammer & Addisu A. Lashitew & Jonathan P. Doh & Hari Bapuji, 2023. "Income inequality, social cohesion, and crime against businesses: Evidence from a global sample of firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(2), pages 385-400, March.
    6. Wu, Lichao & Wei, Yingqi & Wang, Chengang, 2021. "Disentangling the effects of business groups in the innovation-export relationship," Research Policy, Elsevier, vol. 50(1).
    7. Chadi Azmeh, 2022. "Quantity and quality of research output and economic growth: empirical investigation for all research areas in the MENA countries," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(11), pages 6147-6163, November.
    8. Lin, Boqiang & Wang, Siquan, 2024. "Sustainability of renewable energy in China: Enhanced strategic investment and displaced R&D expenditure," Energy Economics, Elsevier, vol. 131(C).
    9. 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.
    10. Wu, Lichao & Wei, Yingqi & Wang, Chengang & McDonald, Frank & Han, Xia, 2022. "The importance of institutional and financial resources for export performance associated with technological innovation," Technological Forecasting and Social Change, Elsevier, vol. 185(C).

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