Absorptive Capacity and Geographical Distance Two Mediating Factors of FDI Spillovers: a Threshold Regression Analysis for Spanish Firms

Journal of Industry, Competition and Trade - Tập 17 - Trang 1-28 - 2016
Fernando Ubeda1,2, Francisco Pérez-Hernández1,2
1Department of Finance, Universidad Autónoma de Madrid, Madrid, Spain
2Cantoblanco Universidad, Madrid, Spain

Tóm tắt

This paper investigates the effect of foreign direct investment on productivity growth in the manufacturing industries of Spain. A theoretical model that includes the effects of technological gaps and absorptive capacity, both presenting nonlinear relationships is proposed. A sample of 2722 Spanish manufacturing firms from 1993 to 2006 was used. Threshold regression made it possible to contrast the non-linear relationship between inward FDI and productivity improvement in domestic firms, which is conditioned by the absorptive capacity and geographical distance. Spanish domestic firms with high absorptive capacities benefit from positive spillovers and have sufficient capability to internalize the more complex knowledge provided by multinational firms. The rest of the firms are negatively affected by the presence of multinational firms.

Tài liệu tham khảo

Acemoglu D, Aghion P, Zilibotti F (2006) Distance to frontier, selection, and economic growth. J Eur Econ Assoc 4(1):37–74 Aitken BJ, Harrison AE (1999) Do domestic firms benefit from direct foreign investment? Evidence from Venezuela. Am Econ Rev 89(3):605–618 Alvarez I, Molero J (2005) Technology and the generation of international knowledge spillovers: an application to Spanish manufacturing firms. Res Policy 34(9):1440–1452 Anwar S, Nguyen LP (2014) Is foreign direct investment productive? A case study of the regions of Vietnam. J Bus Res 67(7):1376–1387 Arellano M, Bover O (1990) The econometric of panel data. Investig Econ 14(1):3–45 Arellano M, Bover O (1995) Another look at the instrumental variable estimation of error-components models. J Econ 68(1):29–51 Barrios S, Strobl E (2002) Foreign direct investment and productivity spillovers: evidence from the Spanish experience. Weltwirtschaftliches Arch 138(3):459–481 Barrios S, Dimelis S, Louri H, Strobl E (2004) Efficiency spillover from foreign direct investment in the EU periphery: a comparative study of Greece, Ireland and Spain. Rev World Econ 140(4):689–705 Belderbos R, Lykogianni E, Veugelers R (2008) Strategic R&D location by multinational firms: spillovers, technology sourcing, and competition. J Econ Manag Strat 17(3):759–779 Ben Hamida L (2007) Inward foreign direct investment and intra-industry Spillovers: The Swiss Case. Ph.D. Switzerland, University of Fribourg Ben Hamida L, Gugler P (2009) Are there demonstration-related spillovers from FDI? Evidence from Switzerland. Int Bus Rev 18(5):494–508 Blomström M, Kokko A (1998) Multinational corporations and spillovers. J Econ Surv 12(3):247–277 Blomstrom M, Sjoholm F (1999) Technology transfer and spillovers: does local participation with multinationals matter? Eur Econ Rev 43(4–6):915–923 Blundell R, & Bond S (1998) Initial conditions and moment restrictions in dynamic panel data models. J Econom 87(1):115–143 Buckley PJ, & Casson M (1976) A long-run theory of the multinational enterprise. In The future of the multinational enterprise. Palgrave Macmillan UK, pp 32–65 Cassiman B, Golovko E (2011) Innovation and internationalization through exports. J Int Bus Stud 42(1):56–75 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 Castellani D, Zanfei A (2007) Multinational companies and productivity spillovers: is there a specification error? Appl Econ Lett 12(14):1047–1051 Chernozhukov V, Fernandez-Val I, Newey W (2009) Quantile and average effects in nonseparable panel models. MIT, Boston University, MIT Cohen WM, Levinthal DA (1989) Innovation and learning: the two faces of R&D. Econ J 99(397):569–596 Cohen WM, Levinthal DA (1990) Absorptive capacity: a new perspective on learning and innovation. Adm Sci Q 35(1):128–152 Crespo N & Fontoura MP (2007) Determinant factors of FDI spillovers–what do we really know? World Dev 35(3):410–425 Criscuolo P, Narula R (2008) A novel approach to national technological accumulation and absorptive capacity: aggregating Cohen, Levinthal. Eur J Dev Res 20(1):56–73 Damijan JP, Knell M, Majcen B, Rojec M (2003) The role of FDI, R&D accumulation and trade in transferring technology to transition countries: evidence from firm panel data for eight transition countries. Econ Syst 27(2):189–204 Davidson R, MacKinnon JG (1993) Estimation and inference in econometrics. Oxford University Press, New York De Backer K, Sleuwaegen L (2003) Does foreign direct investment crowd out domestic entrepreneurship? Rev Ind Organ 22(1):67–84 De Mello LR (1997) Foreign direct investment in developing countries and growth: a selective survey. J Dev Stud 34(1):1–34 Driffield N, Love JH (2006) Does the motivation for foreign direct investment affect productivity spillovers to the domestic sector? Appl Econ Q 52(1):3–27 Dunning JH (1988) The eclectic paradigm of international production: a restatement and some possible extensions. J Int Bus Stud 19(1):1–31 Findlay R (1978) Relative backwardness, direct foreign investment, and the transfer of technology: a simple dynamic model. Q J Econ 92(1):1–16 Fosfuri A, Motta M, Thomas R (2001) Foreign direct investment and spillovers through workers’ mobility. J Int Econ 53(1):205–222 Girma S (2005) Absorptive capacity and productivity spillovers from FDI: a threshold regression analysis. Oxf Bull Econ Stat 67(3):281–306 Girma S, Görg H (2007) Evaluating the foreign ownership wage premium using a difference-in-differences matching approach. J Int Econ 72(1):97–112 Girma S, Wakelin K (2007) Local productivity spillovers from foreign direct investment in the U.K. electronics industry. Reg Sci Urban Econ 37(3):399–412 Glass AJ, & Saggi K (1998) International technology transfer and the technology gap. J Dev Econ 55(2):369–398 Görg H, & Greenaway D (2004) Much ado about nothing? Do domestic firms really benefit from foreign direct investment? World Bank Res Obs 19(2):171–197 Görg H, Strobl E (2005) Spillovers from foreign firms through worker mobility: an empirical investigation, Scandinavian. J Econ 107(4):693–709 Griffith R, Redding S, Simpson H (2002) Productivity convergence and foreign ownership at the establishment level. CEPR Discussion Paper No. 3765 Griffith TL, Sawyer JE & Neale MA (2003) Virtualness and knowledge in teams: Managing the love triangle of organizations, individuals, and information technology. MIS Q 27(2):265–287 Griffith R, Redding S, Van Reenen J (2004) Mapping the two faces of R&D: productivity growth in a panel of OECD industries. Rev Econ Stat 86(4):883–895 Gupta AK, & Govindarajan V (2000) Knowledge flows within multinational corporations. Strateg Manag J 21(4):473–496 Haddad M, Harrison A (1993) Are there positive spillovers from direct foreign investment?: evidence from panel data for Morocco. J Dev Econ 42(1):51–74 Hansen BE (1996) Inference when a nuisance parameter is not identified under the null hypothesis. Econometrica 64(2):413–430 Hansen BE (2000) Sample splitting and threshold estimation. Econometrica 68(3):575–603 Hanson GH (2001) Should countries promote foreign direct investment? G-24 Discussion Paper Series No. 9 Howitt P (2000) Endogenous growth and cross-country income differences. Am Econ Rev 90(4):829–846 Hymer SH (1976) The international operations of national firms: a study of direct foreign investment. MIT Press, Boston Jaffe AB, Trajtenberg M (2002) Patents, citations and innovations: a window on the knowledge economy. MIT, Cambridge Javorcik BS (2008) Can survey evidence shed light on spillovers from foreign direct investment? World Bank Res Obs 23(2):139–159 Keller W, Yeaple SR (2003) Multinational enterprises, international trade, and productivity growth: firm-level evidence from the United States. NBER Working Paper No. 9504 Kinoshita Y (2000) R&D and technology Spillovers via FDI: innovation and absorptive capacity. William Davidson Institute Working Paper No. 349 Kogut B, & Zander U (1992) Knowledge of the firm, combinative capabilities, and the replication of technology. Organ Sci 3(3):383–397 Kokko A (1994) Technology, market characteristics, and spillovers. J Dev Econ 43(2):279–293 Kokko A (1996) Productivity spillovers from competition between local firms and foreign affiliates. J Int Dev 8(4):517–530 Kokko A, Tansini R, Zejan MC (1996) Local technological capability and productivity spillovers from FDI in the Uruguayan manufacturing sector. J Dev Stud 32(4):602–611 Kokko A, Zejan M & Tansini R (2001) Trade regimes and spillover effects of FDI: Evidence from Uruguay. Weltwirtschaftliches Arch 137(1):124–149 Konings J (2001) The effects of foreign direct investment on domestic firms. Econ Transit 9(3):619–633 Kugler M (2006) Spillovers from foreign direct investment: within or between industries? J Dev Econ 80(2):444–477 Kumar N (1996) India: industrialization, liberalization and inward and outward foreign direct investment. In: Dunning J, Narula R (eds) Foreign direct investment and governments. Routledge, London Lane PJ, & Lubatkin M (1998) Relative absorptive capacity and interorganizational learning. Strateg Manag J 19(5):461–477 Lipsey R (2002) Home and host country effects of FDI. NBER Working Papers No. 9293 Makino S, & Delios A (1996) Local knowledge transfer and performance: Implications for alliance formation in Asia. J Int Bus Stud 7(5):905–927 Manova K, Wei S.J & Zhang Z (2015) Firm exports and multinational activity under credit constraints. Rev Econ Stat 97(3):574–588 Mariotti S, Mutinelli M, Nicolini M, Piscitello L (2015) Productivity spillovers from foreign MNEs on domestic manufacturing firms: is co-location always a plus? forthcoming. Reg Stud Nakamura T (2002) Foreign investment, technology transfer, and the technology gap: a note. Rev Dev Econ 6(1):39–47 Narula R, Marin A (2003) FDI spillovers, absorptive capacities and human capital development: evidence from Argentina. Working Paper, No. 2003–016, Maastricht Economic Research Institute on Innovation and Technology, Netherlands Nicolini M, & Resmini L (2011) Productivity spillovers, regional spillovers and the role of by multinational enterprises in the new EU member states. Drivers of Innovation, Entrepreneurship and Regional Dynamics, 105–120 Nowak‐Lehmann F, Dreher A, Herzer D, Klasen S, Martínez‐Zarzoso I (2012) Does foreign aid really raise per capita income? A time series perspective. Can J Econ Rev Can Econ 45(1):288–313 Peri G, & Urban D (2006) Catching-up to foreign technology? Evidence on the “Veblen–Gerschenkron” effect of foreign investments. Reg Sci Urban Econ 36(1):72–98 Rodriguez-Clare A (1996) Multinationals, linkages, and economic development. Am Econ Rev 86(4):852–873 Saggi K (2006) Preferential trade agreements and multilateral tariff cooperation. Int Econ Rev 47(1):29–57 Sembenelli A, Siotis G (2008) Foreign direct investment and mark-up dynamics: evidence from Spanish firms. J Int Econ 76(1):107–115 Smeets R (2008) Collecting the pieces of the FDI knowledge spillovers puzzle. World Bank Res 23(2):107–138 Spencer JW (2008) The impact of multinational enterprise strategy on indigenous enterprises: Horizontal spillovers and crowding out in developing countries. Acad Manage Rev 33(2):341–361 Wang JY, Blomström M (1992) Foreign investment and technological transfer: a simple model. Eur Econ Rev 36(1):137–155 Zahra SA, & George G (2002) Absorptive capacity: A review, reconceptualization, and extension. Acad Manag Rev 27(2):185–203