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R&D, Export, and Investment Decision

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Abstract
This paper provides an empirical analysis of the mechanism through which R&D and export influence investment decision. The analysis is based on a large representative and cross-country comparative sample of manufacturing firms across seven European countries. To control for reverse causality between export decision and R&D spending and investment, we use an instrumental variable analysis to overcome the problem of endogeneity. Employing a three step procedure, it is assumed that R&D decision is endogenously determined by receiving public subsidies, and, in turn, affect investments through its impact on engagement by the firm in international trade. The results suggest that R&D positively affects export propensity. We find that there is an average increase in propensity to invest for those firms which decide to engage in R&D activities. The results also reveal that the effect of decision to export on investment behaviour is positive and highly significant, when accounting for endogeneity of export activity.

Suggested Citation

  • OA Carboni & G Medda, 2016. "R&D, Export, and Investment Decision," Working Paper CRENoS 201605, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    • Handle: RePEc:cns:cnscwp:201605
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    1. Giorgio Barba Navaretti & Matteo Bugamelli & Fabiano Schivardi & Carlo Altomonte & Daniel Horgos & Daniela Maggioni, . "The global operations of European firms - The second EFIGE policy report," Blueprints, Bruegel, number 581, June.
    2. 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.
    3. 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.
    4. Lin, Xiaoji, 2012. "Endogenous technological progress and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 103(2), pages 411-427.
    5. Helmut Fryges & Alexander Vogel & Joachim Wagner, 2021. "The Impact of R&D Activities on Exports of German Business Services Enterprises: First Evidence from a Continuous Treatment Approach," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 15, pages 265-285, World Scientific Publishing Co. Pte. Ltd..
    6. Hall, Bronwyn H. & Mairesse, Jacques & Mulkay, Benoit, 1998. "Firm Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years," Department of Economics, Working Paper Series qt5tp4r5nm, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    7. Richard Harris & Qian Cher Li, 2009. "Exporting, R&D, and absorptive capacity in UK establishments," Oxford Economic Papers, Oxford University Press, vol. 61(1), pages 74-103, January.
    8. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    9. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    10. 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.
    11. Carlo Altomonte & Tommaso Aquilante, 2012. "The EU-EFIGE/Bruegel-Unicredit dataset," Working Papers 753, Bruegel.
    12. Grossman, Gene M. & Helpman, Elhanan, 1995. "Technology and trade," Handbook of International Economics, in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 25, pages 1279-1337, Elsevier.
    13. Jones, Charles I & Williams, John C, 2000. "Too Much of a Good Thing? The Economics of Investment in R&D," Journal of Economic Growth, Springer, vol. 5(1), pages 65-85, March.
    14. Thierry Mayer & Gianmarco Ottaviano, 2008. "The Happy Few: The Internationalisation of European Firms," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 43(3), pages 135-148, May.
    15. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    16. Grossman, Gene M. & Helpman, Elhanan, 1995. "Technological Determinants of Trade," Foerder Institute for Economic Research Working Papers 275611, Tel-Aviv University > Foerder Institute for Economic Research.
    17. Alan Carruth & Andy Dickerson & Andrew Henley, 2000. "What do We Know About Investment Under Uncertainty?," Journal of Economic Surveys, Wiley Blackwell, vol. 14(2), pages 119-154, April.
    18. repec:adr:anecst:y:1999:i:55-56:p:02 is not listed on IDEAS
    19. 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.
    20. 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.
    21. Jacques Mairesse & Alan K. Siu, 1984. "An Extended Accelerator Model of R&D and Physical Investment," NBER Chapters, in: R&D, Patents, and Productivity, pages 271-298, National Bureau of Economic Research, Inc.
    22. Carlo Altomonte & Tommaso Aquilante & Gianmarco Ottaviano, . "The triggers of competitiveness- The EFIGE cross-country report," Blueprints, Bruegel, number 738, June.
    23. Charles I. Jones & John C. Williams, 1998. "Measuring the Social Return to R&D," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1119-1135.
    24. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    25. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    26. Carboni, Oliviero A., 2013. "Heterogeneity in R&D collaboration: An empirical investigation," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 48-59.
    27. 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.
    28. Fabio Schiantarelli & Alessandro Sembenelli, 2000. "Form of Ownership and Financial Constraints:Panel Data Evidence From Flow of Funds and Investment Equations," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 27(2), pages 175-192, June.
    29. Michael Devereux & Fabio Schiantarelli, 1990. "Investment, Financial Factors, and Cash Flow: Evidence from U.K. Panel Data," NBER Chapters, in: Asymmetric Information, Corporate Finance, and Investment, pages 279-306, National Bureau of Economic Research, Inc.
    30. Jacques Mairesse & Bronwyn H. Hall & Benoît Mulkay, 1999. "Firm-Level Investment in France and the United States: An Exploration of What We Have Learned in Twenty Years," Annals of Economics and Statistics, GENES, issue 55-56, pages 27-67.
    31. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    32. Oliviero Carboni, 2011. "R&D subsidies and private R&D expenditures: evidence from Italian manufacturing data," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(4), pages 419-439.
    33. repec:hal:spmain:info:hdl:2441/10147 is not listed on IDEAS
    34. Hyytinen, Ari & Toivanen, Otto, 2005. "Do financial constraints hold back innovation and growth?: Evidence on the role of public policy," Research Policy, Elsevier, vol. 34(9), pages 1385-1403, November.
    35. 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.
    36. 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.
    37. Sala-i-Martin, Xavier, 1997. "I Just Ran Two Million Regressions," American Economic Review, American Economic Association, vol. 87(2), pages 178-183, May.
    38. Thierry Mayer & Gianmarco Ottaviano, 2007. "The happy few: the internationalisation of European firms New facts based on firm-level evidence," Working Papers hal-03459258, HAL.
    39. 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..
    40. repec:bla:jecsur:v:14:y:2000:i:2:p:119-53 is not listed on IDEAS
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    More about this item

    Keywords

    r&d; IV model; export;
    All these keywords.

    JEL classification:

    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • B22 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - Macroeconomics

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