Skip to main content
Log in

Is the relationship between inward FDI and spillover effects linear? An empirical examination of the case of China

  • Article
  • Published:
Journal of International Business Studies Aims and scope Submit manuscript

Abstract

This paper finds that the nationality of ownership of foreign investors significantly impacts upon productivity spillover effects, revealing a curvilinear relationship with foreign direct investment on data for overseas Chinese (Hong Kong, Macau and Taiwan) multinational enterprises, but not for other (Western) firms. This relationship is most pronounced for low-technology host industries. These findings suggest that the curvilinear form is more appropriate to the future study of the spillover effects of foreign presence.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Notes

  1. The effect of productivity spillovers appears to be higher in cross-sectional studies than in panel data studies (Görg and Strobl, 2001).

  2. In Caves' (1974) scheme, only the competitive effect may exert either a positive or negative impact on spillovers, with the precise effect depending on industrial conditions. For instance, the survival of the most efficient LOEs, given low barriers to exit, is one of the theoretically positive mechanisms. The majority of studies support a positive effect of competition on LOEs' productivity (Blomström, 1986; Wang and Blomström, 1992).

  3. The appropriability ‘problem’ identified by Hymer (1960) and by Magee (1977) suggests that spillover benefits to rival LOEs will bear the signature of the foreign investor's technological advantages.

  4. Smarzynska (2002) argues that market-oriented FDI generates more spillovers than export-oriented FDI. It is widely accepted that OTHER FDI is market-oriented and HMT FDI is more export-oriented (e.g., Buckley et al., 2002). This lends further support to our argument for a linear relationship between OTHER FDI and LOEs’ productivity.

  5. The authors would like to thank an anonymous reviewer for suggesting this analysis.

  6. The authors are grateful to an anonymous reviewer for pointing this out.

  7. Editions of the Orientation Directory of Industries for FDI record the progress of laws and regulations relevant to specific sectors to comply with the State plan for national economic growth (Luo, 2000). Prior to 1978 inward FDI was prohibited. From 1978 to 1986 FDI was promoted in all but certain sensitive sectors (e.g., electricity, railways and financial services), but only in joint venture form. Controls on the numbers of foreign investors and ownership restrictions were then removed from 1987, with the exception of sectors of strategic importance (e.g., final assembly of transportation equipment, post and telecommunications network operation, power generation, aerospace and defence).

  8. Shaver (1998) argues that failure to control for selection of industry may lead to biased results. Admittedly, this selection problem can be better addressed with panel data.

  9. As is widely recognised in the literature, the fundamental problem with any instrumental variable is the difficulty of finding good instruments. There are no perfect instruments, and therefore caution must be exercised when interpreting results.

  10. This lack of perceptible impact may be partly caused by the exclusion of all but seven FDI-restricted industries from the regressions on the grounds of incomplete data. After excluding these typically sensitive industries, for which the government is unwilling to divulge full information, fewer industries that are FDI restricted are left in our sample. The insignificance of the dummy variable suggests that the selection of sensitive industries by the government has been appropriate, with no locally owned industry suffering deleterious impacts through inadequate protection from inward FDI.

  11. Most existing studies employ capital share to proxy foreign presence (FP). Following Blomström and Persson (1983), we also tried foreign employment share and found that this made no material difference to the results.

  12. The F-test is a formal way to compare the linear with the curvilinear specification in the context of our model. Indeed, the existence of the significant FP hmt 2 term alone is sufficient to reject the linear specification.

  13. The primary objective of this paper is to examine the form of the relationship between foreign presence and LOEs’ productivity. The key element of Hypothesis 2 is linearity rather than the sign of the relationship. Therefore, though FP other has a positive sign, Hypothesis 2 is rejected.

  14. According to Buckley et al. (2002), HMT firms’ FDI is concentrated in light industries. Their capital shares in these industries are as follows (with OTHER capital penetration in brackets for comparison): other food processing, 0.211 (0.136); cake and sugar confectionery, 0.211 (0.127); soft drinks, 0.186 (0.128); knitting, 0.225 (0.076); other textile products, 0.278 (0.138); clothes, 0.239 (0.098); toys, 0.397 (0.058); household chemical products, 0.072 (0.254); fishing equipment and associated materials, 0.273 (0.091); rubber tyres, 0.077 (0.17); household plastic groceries, 0.268 (0.077).

  15. The five breakpoints are very tightly clustered, and the choice of any of them makes very little difference to the size of the two subsamples. This also means that the selection of more than two subsamples is not feasible. We therefore chose the point with the highest significance.

  16. The evidence is that SOEs conduct the overwhelming majority of R&D in Chinese-owned industry.

References

  • Aitken, B.J. and Harrison, A.E. (1999) ‘Do domestic firms benefit from direct foreign investment? Evidence from Venezuela’, The American Economic Review 89 (3): 605–618.

    Article  Google Scholar 

  • Blomström, M. (1986) ‘Foreign investment and productivity efficiency: the case of Mexico’, Journal of Industrial Economics 35 (1): 97–110.

    Article  Google Scholar 

  • Blomström, M. and Persson, H. (1983) ‘Foreign investment and spillover efficiency in an underdeveloped economy: evidence from the Mexican manufacturing industry’, World Development 11 (6): 493–501.

    Article  Google Scholar 

  • Buckley, P.J. and Casson, M. (1976) The Future of Multinational Enterprise, Macmillan: London.

    Book  Google Scholar 

  • Buckley, P.J., Clegg, J. and Wang, C. (2002) ‘The impact of inward FDI on the performance of Chinese manufacturing firms’, Journal of International Business Studies 33 (4): 637–655.

    Article  Google Scholar 

  • Caves, R.E. (1974) ‘Multinational firms, competition and productivity in host country markets’, Economica 41 (162): 176–193.

    Article  Google Scholar 

  • Davis, H. (1996) ‘High IQ and low technology: Hong Kong’, s Key to Success’, Long Range Planning 29 (5): 684–690.

    Article  Google Scholar 

  • Dunning, J.H. (1977) ‘Trade, Location of Economic Activity and the Multinational Enterprise: A Search for an Eclectic Approach’, in B. Ohlin, P.-O. Hesselborn and P.M. Wijkman (eds.) The International Allocation of Economic Activity, Macmillan: London, pp: 395–418.

    Chapter  Google Scholar 

  • Dunning, J.H. (1988) Explaining International Production, HarperCollins: London.

    Google Scholar 

  • Dunning, J.H. (1993) Multinational Enterprises and the Global Economy, Addison-Wesley: Wokingham, Berks.

    Google Scholar 

  • Economic Intelligence Unit (1994) ‘Making sense of Chinese statistics’, World Bank, 2 May 1994, pp: 5–6.

  • Feinberg, S.E. and Majumdar, K.S. (2001) ‘Technology spillovers and foreign direct investment in the Indian pharmaceutical industry’, Journal of International Business Studies 32 (3): 421–437.

    Article  Google Scholar 

  • Globerman, S. (1979) ‘Foreign direct investment and “Spillover” efficiency benefits in Canadian manufacturing industries’, Canadian Journal of Economics 12 (1): 42–56.

    Article  Google Scholar 

  • Görg, H. and Strobl, E. (2001) ‘Multinational companies and productivity spillovers: a meta-analysis’, The Economic Journal 111 (475): F723–F739.

    Article  Google Scholar 

  • Haddad, M. and Harrison, A. (1993) ‘Are there positive spillovers from direct foreign investment? Evidence from panel data for Morocco’, Journal of Development Economics 42 (1): 51–74.

    Article  Google Scholar 

  • Harrison, A. (1996) ‘Determinants and Consequences of Foreign Investment in Three Developing Countries’, in M. Robers and J. Tybout (eds.) Industrial Evolution in Developing Countries: Micro Patterns of Turnover, Productivity, and Market Structure, Oxford University Press: Oxford, pp: 163–186.

    Google Scholar 

  • Hausman, J.A. (1978) ‘Specification tests in econometrics’, Econometrics 46 (6): 1251–1271.

    Article  Google Scholar 

  • Hsu, M. and Chen, B. (2000) ‘Labor productivity of small and large manufacturing firms: the case of Taiwan’, Contemporary Economic Policy 18 (3): 270–283.

    Article  Google Scholar 

  • Hymer, S. (1960) ‘The international operations of national firms: a study of direct foreign investment’, PhD Dissertation, Massachusetts Institute of Technology, Cambridge, MA (published by MIT Press, 1976).

  • Kay, J. (1993) Foundations of Corporate Success, Oxford University Press: Oxford.

    Google Scholar 

  • Kokko, A. (1992) Foreign Direct Investment, Host Country Characteristics and Spillovers, Stockholm School of Economics: Stockholm.

    Google Scholar 

  • Konings, J. (2000) ‘The effects of foreign direct investment on domestic firms: evidence from firm level panel data in emerging economies’, Discussion Paper No. 2586, Centre for Economic Policy Research, London.

  • Lecraw, D.J. (1993) ‘Outward direct investment by Indonesian firms: motivation and effects’, Journal of International Business Studies 24 (3): 589–600.

    Article  Google Scholar 

  • Lee, K. and Plummer, M.G. (1992) ‘Competitive advantages, two-way foreign investment, and capital accumulation in Korea’, Asian Economic Journal 6 (1): 93–114.

    Article  Google Scholar 

  • Liu, X. (1999) ‘Comparative Productivity of Foreign and Local Firms in Chinese Industry’, paper presented at the 26th Annual Conference of the Academy of International Business United Kingdom Chapter, University of Strathclyde, Glasgow, Conference proceedings.

  • Liu, X., Siler, P., Wang, C. and Wei, Y. (2000) ‘Productivity spillovers from foreign direct investment: evidence from UK industry level panel data’, Journal of International Business Studies 31 (3): 407–425.

    Article  Google Scholar 

  • Luo, Y. (1997) ‘Performance implications of international strategy: an empirical study of foreign-invested enterprises in China’, Group and Organization Management 22 (1): 87–116.

    Article  Google Scholar 

  • Luo, Y. (1998) ‘Industry attractiveness, firm competence, and international investment performance in a transitional economy’, Bulletin of Economic Research 50 (1): 73–82.

    Article  Google Scholar 

  • Luo, Y. (2000) Multinational Corporations in China: Benefiting from Structural Transformation, Copenhagen Business School Press: Copenhagen.

    Google Scholar 

  • Magee, S.P. (1977) ‘Multinational corporations, the industry technology cycle and development’, Journal of World Trade Law 2 (4): 297–321.

    Google Scholar 

  • MOFTEC (1996) Regulations Towards Foreign Direct Investment, Social Science Publishing House: Beijing.

  • Perez, T. (1997) ‘Multinational enterprises and technological spillovers: an evolutionary model’, Journal of Evolutionary Economics 7 (2): 169–192.

    Article  Google Scholar 

  • Rawski, G.T. and Xiao, W. (2001) ‘Roundtable on Chinese economic statistics introduction’, China Economic Review 12 (4): 298–302.

    Article  Google Scholar 

  • Shaver, M.J. (1998) ‘Accounting for endogeneity when assessing strategy performance: does entry mode choice affect FDI survival’, Management Science 44 (4): 571–585.

    Article  Google Scholar 

  • Shi, Y. (1998) ‘Technological assets and the strategy of foreign firms to enter the China market’, Journal of International Marketing and Marketing Research 23 (3): 129–138.

    Google Scholar 

  • Shi, Y. (2001) ‘Technological capabilities and international production strategy of firms: the case of foreign direct investment in China’, Journal of World Business 36 (2): 184–204.

    Article  Google Scholar 

  • Singh, R. (1992) ‘Government introduced price distortion and growth, evidence from twenty nine developing countries’, Public Choice 73 (1): 83–99.

    Article  Google Scholar 

  • Smarzynska, B.K. (2002) ‘Does foreign direct investment increase the productivity of domestic firms? In search of spillovers through backward linkages’, World Bank Policy Research Working Paper 2923, October.

  • Wang, Y. and Blomström, M. (1992) ‘Foreign investment and technology transfer: a simple model’, European Economic Review 36 (1): 137–155.

    Article  Google Scholar 

  • White, H. (1980) ‘A heteroscedasticity consistent covariance matrix estimator and a direct test for heteroscedasticity’, Econometrica 48 (4): 817–838.

    Article  Google Scholar 

  • Wu, F. (2003) ‘Chinese economic statistics – Caveat Emptor’, Post-Communist Economies 15 (1): 127–145.

    Article  Google Scholar 

  • Zhou, D., Li, S. and Tse, D. (2002) ‘The impact of FDI on the productivity of domestic firms: the case of China’, International Business Review 11 (4): 465–484.

    Article  Google Scholar 

  • Zhu, G. and Tan, K.Y. (2000) ‘Foreign direct investment and labor productivity: new evidence from China as the host’, Thunderbird International Business Review 42 (5): 507–528.

    Article  Google Scholar 

Download references

Acknowledgements

We thank three anonymous referees and the JIBS Departmental Editor, Professor José Manuel Campa, for their very constructive comments on our earlier versions of this manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chengqi Wang.

Additional information

Accepted by José Manuel Campa, Deparmental Editor, 14 August 2006. This paper has been with the author for three revisions.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Buckley, P., Clegg, J. & Wang, C. Is the relationship between inward FDI and spillover effects linear? An empirical examination of the case of China. J Int Bus Stud 38, 447–459 (2007). https://doi.org/10.1057/palgrave.jibs.8400274

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1057/palgrave.jibs.8400274

Keywords

Navigation