Skip to main content

Determinants of International R&D Activities: Evidence from a Gravity Model

  • Chapter
  • First Online:
The Geography of Networks and R&D Collaborations

Part of the book series: Advances in Spatial Science ((ADVSPATIAL))

  • 1182 Accesses

Abstract

Firms not only produce or sell their products and services abroad, but increasingly also conduct research and development (R&D) at locations outside their home countries – a phenomenon referred to as the ‘internationalization of business R&D’. This chapter analyses the internationalization of business R&D for OECD countries and identifies specific home and host country characteristics that are conducive or obstructive to R&D expenditure of foreign affiliates. The analysis employs a recently compiled novel data set on R&D expenditure of foreign-owned firms in the manufacturing sectors of a set of OECD countries. The results point to the pivotal role of market size and of cultural, physical and technological proximity for R&D efforts of foreign-owned firms. Moreover, the analysis demonstrates that sufficient human capital and strong indigenous technological capabilities in the host country tend to be conducive to R&D activities of foreign affiliates. In contrast, a rich human capital base in the home country is obstructive to the process of R&D internationalization. Geographic distance turns out to be a strong deterrent.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    The following OECD countries are covered: Austria (AUT), Belgium (BEL), Bulgaria (BUL) Canada (CAN), the Czech Republic (CZE), Denmark (DNK), Estonia (EST), Finland (FIN), France (FRA), Germany (GER), Greece (GRC), Hungary (HUN), Ireland (IRL), Japan (JPN), the Netherlands (NLD), Norway (NOR), Poland (POL), Portugal (PRT), Romania (ROM), Spain (ESP), the Slovak Republic (SVK), Slovenia (SVN), Sweden (SWE), Turkey (TUR), the UK (GBR) and the US (USA).

  2. 2.

    Data was collected as part of the project ‘Internationalisation of business investments in R&D and analysis of their economic impact’ and have been slightly revised and updated for this paper.

  3. 3.

    The European Union is considered as one entity, and intra-EU relationships (for example R&D of German firms in France) are not taken into account.

  4. 4.

    Due to lacking data on outward R&D expenditure for most EU countries, Fig. 10.2 is based on US inward data.

  5. 5.

    This measure corresponds to weighted degree centrality in the social network analysis literature.

References

  • Anderson JE (1979) A theoretical foundation for the gravity equation. Am Econ Rev 69:106–116

    Google Scholar 

  • Belderbos R, Leten B, Suzuki S (2009) Does excellence in academic research attract foreign R&D? UNU-MERIT working paper series no. 066, Masstricht

    Google Scholar 

  • Bergstrand JH, Egger P (2007) A knowledge-and-physical-capital model of international trade flows, foreign direct investment, and multinational enterprises. J Int Econ 73(2):278–308

    Article  Google Scholar 

  • Blomström M, Kokko A (2003) The economics of foreign direct investment incentives. NBER working paper no. 9489, Cambridge, MA

    Google Scholar 

  • Bloningen BA (2005) A review of the empirical literature on FDI determinants. Atlantic Econ J 33:383–403

    Article  Google Scholar 

  • Booz Allen Hamilton, INSEAD (2006) Innovation: is global the way forward? Paris

    Google Scholar 

  • Boschma R (2005) Proximity and innovation: a critical assessment. Reg Stud 39:61–74

    Article  Google Scholar 

  • Brainard SL (1997) An empirical assessment of the proximity concentration tradeoff between multinational sales and trade. Am Econ Rev 87(4):520–544

    Google Scholar 

  • Breuss F, Egger P (1999) How reliable are estimations of east–west trade potentials based on cross-section gravity analyses? Empirica 26(2):81–95

    Article  Google Scholar 

  • Castellani D, Zanfei A (2003) Technology gaps, absorptive capacity and the impact of inward investments on productivity of European firms. Econ Innov New Technol 12(6):555–576

    Article  Google Scholar 

  • Castellani D, Palmero AJ, Zanfei A (2011) The gravity of R&D FDI. Working papers series in economics, mathematics and statistics WP-EMS No. 2011/06. Facoltà di Economia, Università degli Studi di Urbino “Carlo Bo”, Urbino

    Google Scholar 

  • Cincera M, Cozza C, Tübke A (2009) The main drivers for the internationalization of R&D activities by EU MNEs. In: Draft for the 4th annual conference of GARNET network, IFAD, Rome, 11–13 Nov 2009

    Google Scholar 

  • Cohen WM, Nelson RR, Walsh J (2000) Protecting their intellectual assets: appropriability conditions and why U.S. manufacturing firms patent (or not). NBER working paper no. 7552, Cambridge, MA

    Google Scholar 

  • Dachs B, Pyka A (2010) What drives the internationalisation of innovation? Evidence from European patent data. Econ Innov New Technol 19:71–86

    Article  Google Scholar 

  • Dachs B, Stehrer R, Zahradnik G (eds) (2014) The internationalisation of business R&D. Edward Elgar, Cheltenham

    Google Scholar 

  • De Backer K, Hatem F (2010) Attractiveness for innovation. Location factors for international investment. Organization for Economic Co-operation and Development, Paris

    Google Scholar 

  • Deardorff A (1984) Testing trade theories and predicting trade flows. In: Kenen PB, Jones RW (eds) Handbook of international economics, vol 1. Elsevier, Amsterdam

    Google Scholar 

  • Dixit AK, Stiglitz JE (1977) Monopolistic competition and optimum product diversity. Am Econ Rev 67:297–308

    Google Scholar 

  • Dunning J (1988) Explaining international production. Harper Collins, London

    Google Scholar 

  • Eden L, Miller S (2004) Distance matters: liability of foreignness, institutional distance and ownership strategy. In: Hitt MA, Cheng JLC (eds) The evolving theory of the multinational firm, advances in international management. Elsevier, Amsterdam

    Google Scholar 

  • Erken H, Kleijn M (2010) Location factors of international R&D activities: an econometric approach. Econ Innov New Technol 19:203–232

    Article  Google Scholar 

  • European Commission (DG Research and Innovation, JRC-IPTS) (2010) Monitoring industrial research: the 2009 EU survey on R&D investment business trends. European communities, Luxembourg

    Google Scholar 

  • Findlay R (1978) Relative backwardness, direct foreign investment and the transfer of technology: a simple dynamic model. Q J Econ 92:1–16

    Article  Google Scholar 

  • Forsgren M (2008) Theories of the multinational firm. Edward Elgar, Cheltenham

    Google Scholar 

  • Gersbach H, Schmutzler A (2011) Foreign direct investment and R&D offshoring. Oxf Econ Paper 63:134–157

    Article  Google Scholar 

  • Guellec D, van Pottelsberghe de la Potterie B (2001) The internationalisation of technology analysed with patent data. Res Policy 30:1253–1266

    Article  Google Scholar 

  • Hall BA (2010) The internationalization of R&D. University of California, Berkeley. http://elsa.berkeley.edu/users/bhhall/papers/BHH10_RND_international_August.pdf

  • Hedge D, Hicks D (2008) The maturation of global corporate R&D: evidence from the activity of U.S. foreign subsidiaries. Res Policy 37(3):390–406

    Article  Google Scholar 

  • Helpman E (2006) Trade, FDI and the organisation of firms. J Econ Lit 44(3):589–631

    Article  Google Scholar 

  • Helpman E, Melitz M, Rubinstein Y (2008) Estimating trade flows: trading partners and trading volumes. Q J Econ 23(2):441–487

    Article  Google Scholar 

  • Hinze S, Schmoch U (2004) Opening the black box. In: Moed HF, Glänzel W, Schmoch U (eds) Handbook of quantitative science and technology research. Kluwer Academic, Dordrecht

    Google Scholar 

  • Hymer SH (1960 [1976]) The international operations of national firms: a study of direct foreign investment. Ph.D. Dissertation, The MIT Press, Cambridge, MA

    Google Scholar 

  • Jeon BN, Stone SF (1999) Gravity-model specification for foreign direct investment: a case of the Asia-Pacific economies. J Bus Econ Stud 5(1):33–42

    Google Scholar 

  • Kinkel S, Maloca S (2008) FuE-Verlagerungen in Ausland – Ausverkauf deutscher Entwicklungskompetenz? Fraunhofer ISI, Karlsruhe

    Google Scholar 

  • Kokko A, Tansini R, Zejan M (1996) Local technological capability and productivity spillovers from FDI in Uruguayan manufacturing sector. J Dev Stud 32(4):602–611

    Article  Google Scholar 

  • Lewer JJ, van den Berg H (2008) A gravity model of immigration. Econ Lett 99(1):164–167

    Article  Google Scholar 

  • Lewin AY, Massini S, Peeters C (2009) Why are companies offshoring innovation? The emerging global race for talent. J Int Bus Stud 40(6):901–925

    Article  Google Scholar 

  • Liu X, Siler P, Wang C, Wei Y (2000) Productivity spillovers from foreign direct investment: evidence from UK industry level panel data. J Int Bus Stud 31(3):407–425

    Article  Google Scholar 

  • Lueth E, Ruiz Arranz M (2006) A gravity model of workers’ remittances’. IMF working paper no. 06/290, Washington, DC

    Google Scholar 

  • Markusen JR (2002) Multinational firms and the theory of international trade. MIT Press, Cambridge, MA/London

    Google Scholar 

  • Nagaoka S, Motohashi K, Goto A (2010) Patent statistics as an innovation indicator. In: Hall BA, Rosenberg N (eds) Handbook of the economics of innovation, vol 2. Elsevier, Amsterdam

    Google Scholar 

  • Narula R, Zanfei A (2005) Globalisation of innovation: the role of multinational enterprises. In: Fagerberg J, Movery DC, Nelson RR (eds) The Oxford handbook of innovation. Oxford University Press, Oxford

    Google Scholar 

  • OECD (2008a) Recent trends in the internationalisation of R&D in the enterprise sector, special session of globalisation’, DSTI/EAS/IND/SWP(2006)1/Final, working paper on statistics. Organisation for Economic Co-operation and Development, Paris

    Google Scholar 

  • OECD (2008b) The internationalisation of business R&D: evidence, impacts and implications. Organisation for Economic Co-operation and Development, Paris

    Google Scholar 

  • Patel P, Pavitt K (1991) Large firms in the production of the world’s technology: an important case of ‘non-globalisation. J Int Bus Stud 22(1):1–21

    Article  Google Scholar 

  • Peri G, Urban D (2006) Catching-up to foreign technology? Evidence on the ‘Veblen-Gerschenkron’ effect of foreign investments. Reg Sci Urban Econ 36:72–98

    Article  Google Scholar 

  • Sanna-Randaccio F, Veugelers R (2007) Multinational knowledge spillovers with decentralised R&D: a game-theoretic approach. J Int Bus Stud 38:47–63

    Article  Google Scholar 

  • Scherngell T, Barber M (2011) Distinct spatial characteristics of industrial and public research collaborations: evidence from the 5th EU framework programme. Ann Reg Sci 46(2):247–266

    Article  Google Scholar 

  • Steinmueller WE (2010) Economics of technology policy. In: Hall BA, Rosenberg N (eds) Handbook of economics of innovation. Elsevier, Amsterdam

    Google Scholar 

  • Thursby J, Thursby M (2006) Here or there? A survey of factors in multinational R&D location. National Academies Press, Washington, DC

    Google Scholar 

  • Tinbergen J (1962) The world economy: suggestions for an international economic policy. Twentieth Century Fund, New York

    Google Scholar 

  • Veugelers R, Dachs B, Falk R, Mahroum S, Nones B, Schibany A (2005) Internationalisation of R&D: trends, issues and implications for S&T policies. Background report for the OECD forum on the internationalization of R&D. Organisation for Economic Co-operation and Development, Brussels

    Google Scholar 

  • Young S, Hood N, Peters E (1994) Multinational enterprises and regional economic development. Reg Stud 28(7):657–677

    Article  Google Scholar 

  • Zaheer S (1995) Overcoming the liability of foreignness. Academy Manag J 38:341–364, References

    Article  Google Scholar 

Download references

Acknowledgements

The analysis of this paper is based on data collected by the project ‘Internationalisation of business investments in R&D and analysis of their economic impact’, commissioned by the European Commission, DG Research and Innovation (Contract Nr. RTD/DirC/C3/2010/SI2.563818). Special thanks go to Matthieu Delescluse, who supported the project as project officer. Moreover, we acknowledge the support by EUROSTAT in collecting the data. The authors also thank the participants of special session on the internationalisation of business R&D held at the Annual ERSA conference 2012 in Bratislava for their useful comments.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sandra Leitner .

Editor information

Editors and Affiliations

Appendix

Appendix

Table 10.2 Correlation matrix for host and home country determinants of R&D internationalization
Table 10.3 Correlation matrix for host and home country determinants of R&D internationalization – with levels of economic development
Table 10.4 Descriptive statistics
Table 10.5 Descriptive statistics – with levels of economic development

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Leitner, S., Stehrer, R., Dachs, B.M. (2013). Determinants of International R&D Activities: Evidence from a Gravity Model. In: Scherngell, T. (eds) The Geography of Networks and R&D Collaborations. Advances in Spatial Science. Springer, Cham. https://doi.org/10.1007/978-3-319-02699-2_10

Download citation

Publish with us

Policies and ethics