IDEAS home Printed from https://ideas.repec.org/p/eru/erudwp/wp14-03.html
   My bibliography  Save this paper

The two ways of FDI R&D spillovers : Evidence from the French manufacturing industry

Author

Listed:
  • Haithem Ben Hassine
  • Fabienne Boudier
  • Claude Mathieu

Abstract

Using French firm-level panel data, this study investigates R&D spillovers from inward foreign direct investment (FDI) with respect to both horizontal and vertical linkages (backward and forward). Using a Crepon, Duguet and Mairesse (CDM) model, we estimate an R&D-augmented Cobb–Douglas production function to assess the impact of R&D spillovers on firm performance. The results emphasize that international spillovers (from foreign affiliates to local firms) have a greater effect on firm performance than reverse spillovers (from local firms to foreign affiliates) and are more likely to be backward than forward. Moreover, the effect of backward spillovers depends on a firm’s absorptive capacity and is amplified in the case of outsourcing relationships.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Haithem Ben Hassine & Fabienne Boudier & Claude Mathieu, 2014. "The two ways of FDI R&D spillovers : Evidence from the French manufacturing industry," Erudite Working Paper 2014-03, Erudite.
    • Handle: RePEc:eru:erudwp:wp14-03
    as

    Download full text from publisher

    File URL: http://www.erudite.univ-paris-est.fr/fileadmin/public/ERUDITE/erudwp/ERU-03-14-hbh-fb-cm.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kugler, Maurice, 2006. "Spillovers from foreign direct investment: Within or between industries?," Journal of Development Economics, Elsevier, vol. 80(2), pages 444-477, August.
    2. Sourafel Girma & Holger Görg, 2004. "Outsourcing, Foreign Ownership, and Productivity: Evidence from UK Establishment‐level Data," Review of International Economics, Wiley Blackwell, vol. 12(5), pages 817-832, November.
    3. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, Oxford University Press, vol. 120(2), pages 701-728.
    4. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Local Technological Capability and Productivity Spillovers from FDI in the Uruguayan Manufacturing Sector," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 11, pages 177-186, Palgrave Macmillan.
    5. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    6. 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).
    7. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    8. James R. Markusen, 2004. "Multinational Firms and the Theory of International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633078, December.
    9. Nigel Driffield & James H. Love, 2003. "Foreign Direct Investment, Technology Sourcing and Reverse Spillovers," Manchester School, University of Manchester, vol. 71(6), pages 659-672, December.
    10. Bee Yan Aw & Mark J. Roberts & Tor Winston, 2007. "Export Market Participation, Investments in R&D and Worker Training, and the Evolution of Firm Productivity," The World Economy, Wiley Blackwell, vol. 30(1), pages 83-104, January.
    11. Kogut, Bruce & Chang, Sea Jin, 1991. "Technological Capabilities and Japanese Foreign Direct Investment in the United States," The Review of Economics and Statistics, MIT Press, vol. 73(3), pages 401-413, August.
    12. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    13. Salvador Barrios & Holger Görg & Eric Strobl, 2016. "Spillovers through backward linkages from multinationals: Measurement matters!," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 11, pages 213-226, World Scientific Publishing Co. Pte. Ltd..
    14. Pierre Blanchard & Claude Mathieu, 2016. "Multinationals and domestic firms in France:who gains from knowledge spillovers?," Review of Agricultural, Food and Environmental Studies, INRA Department of Economics, vol. 97(2), pages 109-125.
    15. Pierre Blanchard & Jean-Pierre Huiban & Patrick Sevestre, 2010. "R&D and Productivity in Corporate Groups: An Empirical Investigation Using a Panel of French Firms," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 461-485, National Bureau of Economic Research, Inc.
    16. Klaus E. Meyer (ed.), 2008. "Multinational Enterprises and Host Economies," Books, Edward Elgar Publishing, volume 0, number 12966.
    17. Holger Görg & Eric Strobl, 2016. "Spillovers from Foreign Firms through Worker Mobility: An Empirical Investigation," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 13, pages 243-259, World Scientific Publishing Co. Pte. Ltd..
    18. Wolfgang Keller & Stephen R. Yeaple, 2009. "Multinational Enterprises, International Trade, and Productivity Growth: Firm-Level Evidence from the United States," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 821-831, November.
    19. Tor Jakob Klette & Samuel Kortum, 2004. "Innovating Firms and Aggregate Innovation," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 986-1018, October.
    20. Barbara Spencer, 2005. "International outsourcing and incomplete contracts," Canadian Journal of Economics, Canadian Economics Association, vol. 38(4), pages 1107-1135, November.
    21. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    22. Kurt A. Hafner, 2014. "Technology spillover effects and economic integration: evidence from integrating EU countries," Applied Economics, Taylor & Francis Journals, vol. 46(25), pages 3021-3036, September.
    23. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2008. "R&D Investments, Exporting, and the Evolution of Firm Productivity," American Economic Review, American Economic Association, vol. 98(2), pages 451-456, May.
    24. Pack, Howard & Saggi, Kamal, 2001. "Vertical technology transfer via international outsourcing," Journal of Development Economics, Elsevier, vol. 65(2), pages 389-415, August.
    25. Sourafel Girma, 2005. "Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 281-306, June.
    26. 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.
    27. Filippo Reganati & Edgardo Sica, 2007. "Horizontaland vertical spillovers from FDI: Evidence from panel data for the Italian manufacturing sector," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 8(4), pages 259-266.
    28. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    29. Havranek, Tomas & Irsova, Zuzana, 2011. "Estimating vertical spillovers from FDI: Why results vary and what the true effect is," Journal of International Economics, Elsevier, vol. 85(2), pages 234-244.
    30. Philippe Askenazy & Christophe Cahn & Delphine Irac, 2013. "Competition, R&D, and the cost of innovation: evidence for France," Oxford Economic Papers, Oxford University Press, vol. 65(2), pages 293-311, April.
    31. Wakelin, Katharine & Girma, Sourafel, 2001. "Regional Underdevelopment: Is FDI the Solution? A Semiparametric Analysis," CEPR Discussion Papers 2995, C.E.P.R. Discussion Papers.
    32. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    33. Nickell, Stephen J, 1996. "Competition and Corporate Performance," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 724-746, August.
    34. 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.
    35. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    36. Sánchez-Sellero, Pedro & Rosell-Martínez, Jorge & García-Vázquez, José Manuel, 2014. "Absorptive capacity from foreign direct investment in Spanish manufacturing firms," International Business Review, Elsevier, vol. 23(2), pages 429-439.
    37. Smruti Ranjan Behera, 2015. "Do Domestic Firms Really Benefit From Foreign Direct Investment? The Role Of Horizontal And Vertical Spillovers And Absorptive Capacity," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(2), pages 57-86, June.
    38. Clark Don P. & Highfill Jannett & de Oliveira Campino Jonas & Rehman Scheherazade S., 2011. "FDI, Technology Spillovers, Growth, and Income Inequality: A Selective Survey," Global Economy Journal, De Gruyter, vol. 11(2), pages 1-44, July.
    39. Chen, Victor Zitian & Li, Jing & Shapiro, Daniel M., 2012. "International reverse spillover effects on parent firms: Evidences from emerging-market MNEs in developed markets," European Management Journal, Elsevier, vol. 30(3), pages 204-218.
    40. repec:adr:anecst:y:2005:i:79-80:p:18 is not listed on IDEAS
    41. Richard Gilbert, 2006. "Looking for Mr. Schumpeter: Where Are We in the Competition-Innovation Debate?," NBER Chapters, in: Innovation Policy and the Economy, Volume 6, pages 159-215, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Duan, Yunlong & Liu, Shuling & Cheng, Hao & Chin, Tachia & Luo, Xuan, 2021. "The moderating effect of absorptive capacity on transnational knowledge spillover and the innovation quality of high-tech industries in host countries: Evidence from the Chinese manufacturing industry," International Journal of Production Economics, Elsevier, vol. 233(C).
    2. Cristiano Antonelli & Alessandra Colombelli, 2017. "The locus of knowledge externalities and the cost of knowledge," Regional Studies, Taylor & Francis Journals, vol. 51(8), pages 1151-1164, August.
    3. Andrés Barge‐Gil & Alberto López & Ramón Núñez‐Sánchez, 2020. "Technological spillovers from multinational firms," The World Economy, Wiley Blackwell, vol. 43(12), pages 3184-3202, December.
    4. Chengliang Liu & Tao Wang & Qingbin Guo, 2019. "Does Environmental Regulation Repress the International R&D Spillover Effect? Evidence from China," Sustainability, MDPI, vol. 11(16), pages 1-16, August.
    5. Martina Novotná & Ivana Faltová Leitmanová & Jiří Alina & Tomáš Volek, 2020. "Capital Intensity and Labour Productivity in Waste Companies," Sustainability, MDPI, vol. 12(24), pages 1-15, December.
    6. Ye, Jiangfeng & Wan, Qunchao & Li, Ruida & Yao, Zhu & Huang, Dujuan, 2022. "How do R&D agglomeration and economic policy uncertainty affect the innovative performance of Chinese high-tech industry?," Technology in Society, Elsevier, vol. 69(C).
    7. André Spithoven & Bruno Merlevede, 2023. "The productivity impact of R&D and FDI spillovers: characterising regional path development," The Journal of Technology Transfer, Springer, vol. 48(2), pages 560-590, April.
    8. Jianping Liu & Kai Lu & Shixiong Cheng, 2018. "International R&D Spillovers and Innovation Efficiency," Sustainability, MDPI, vol. 10(11), pages 1-23, October.
    9. Weidong Li & Anjian Wang & Weiqiong Zhong & Chunhui Wang, 2022. "An Impact Path Analysis of Russo–Ukrainian Conflict on the World and Policy Response Based on the Input–Output Network," Sustainability, MDPI, vol. 14(14), pages 1-17, July.
    10. Miao Wang & Hong Zhuang, 2021. "FDI and educational outcomes in developing countries," Empirical Economics, Springer, vol. 61(6), pages 3505-3539, December.
    11. Hassine, Haithem Ben & Mathieu, Claude, 2020. "R&D crowding out or R&D leverage effects: An evaluation of the french cluster-oriented technology policy," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    12. Hu, Yong & Fisher-Vanden, Karen & Su, Baozhong, 2020. "Technological spillover through industrial and regional linkages: Firm-level evidence from China," Economic Modelling, Elsevier, vol. 89(C), pages 523-545.
    13. Hang Jiang & Peiyi Kong & Yi-Chung Hu & Peng Jiang, 2021. "Forecasting China’s CO2 emissions by considering interaction of bilateral FDI using the improved grey multivariable Verhulst model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(1), pages 225-240, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    2. Crespo, Nuno & Fontoura, Maria Paula, 2007. "Determinant Factors of FDI Spillovers - What Do We Really Know?," World Development, Elsevier, vol. 35(3), pages 410-425, March.
    3. Redha Fares & Amélie Guillin, 2022. "R&D expenditures and firm survival," Erudite Working Paper 2022-04, Erudite.
    4. Yoshimichi Murakami & Keijiro Otsuka, 2017. "A Review of the Literature on Productivity Impacts of Global Value Chains and Foreign Direct Investment: Towards an Integrated Approach," Discussion Paper Series DP2017-19, Research Institute for Economics & Business Administration, Kobe University, revised Aug 2019.
    5. Rachel Griffith & Stephen Redding & Helen Simpson, 2004. "Foreign Ownership and Productivity: New Evidence from the Service Sector and the R&D Lab," Oxford Review of Economic Policy, Oxford University Press, vol. 20(3), pages 440-456, Autumn.
    6. Pierre Blanchard & Claude Mathieu, 2016. "Multinationals and domestic firms in France: who gains from knowledge spillovers?," Review of Agricultural, Food and Environmental Studies, Springer, vol. 97(2), pages 109-125, September.
    7. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," 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 793-829, Elsevier.
    8. Redha Fares, 2022. "Bankruptcy, Performance and Market Selection: Evidence from Firms in France," Erudite Ph.D Dissertations, Erudite, number ph22-01 edited by Claude Mathieu, December.
    9. Fernando Ubeda & Francisco Pérez-Hernández, 2017. "Absorptive Capacity and Geographical Distance Two Mediating Factors of FDI Spillovers: a Threshold Regression Analysis for Spanish Firms," Journal of Industry, Competition and Trade, Springer, vol. 17(1), pages 1-28, March.
    10. Girma, Sourafel & Gong, Yundan & Görg, Holger, 2009. "What Determines Innovation Activity in Chinese State-owned Enterprises? The Role of Foreign Direct Investment," World Development, Elsevier, vol. 37(4), pages 866-873, April.
    11. 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.
    12. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 129-213, Elsevier.
    13. Jaan Masso & Amaresh K Tiwari, 2021. "Productivity Implications Of R&D, Innovation And Capital Accumulation For Incumbents And Entrants: The Case Of Estonia," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 130, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    14. Marijke J. D. Bos & Gonzague Vannoorenberghe, 2018. "Total factor productivity spillovers from trade reforms in India," Canadian Journal of Economics, Canadian Economics Association, vol. 51(2), pages 549-606, May.
    15. Ugur, Mehmet & Trushin, Eshref & Solomon, Edna & Guidi, Francesco, 2016. "R&D and productivity in OECD firms and industries: A hierarchical meta-regression analysis," Research Policy, Elsevier, vol. 45(10), pages 2069-2086.
    16. Nuno Crespo & Maria Paula Fontoura & Isabel Proença, 2009. "FDI spillovers at regional level: Evidence from Portugal," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 591-607, August.
    17. Sourafel Girma, 2005. "Absorptive Capacity and Productivity Spillovers from FDI: A Threshold Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 281-306, June.
    18. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," 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 833-872, Elsevier.
    19. Jan Van Hove, 2008. "The Impact of R&D Spillovers on Export Value: Does the Transmission Channel matter?," Working Papers 2008.3, International Network for Economic Research - INFER.
    20. MARSCHINSKI Robert & DE AMORES HERNANDEZ Antonio & AMOROSO Sara & BAUER Peter & CARDANI Roberta & CSEFALVAY Zoltan & GENTY Aurelien & GKOTSIS Petros & GREGORI Wildmer & GRASSANO Nicola & HERNANDEZ GUE, 2021. "EU competitiveness: recent trends, drivers, and links to economic policy: A Synthesis Report," JRC Research Reports JRC123232, Joint Research Centre (Seville site).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eru:erudwp:wp14-03. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sylvain (email available below). General contact details of provider: https://edirc.repec.org/data/erp12fr.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.