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Erschienen in: Quality & Quantity 3/2019

11.12.2018

In search of FDI horizontal spillovers in China: evidence from meta-analysis

verfasst von: Shi He, Yum K. Kwan, Hongzhong Fan

Erschienen in: Quality & Quantity | Ausgabe 3/2019

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Abstract

This paper contributes to the literature on foreign direct investment (FDI) technology spillover effects, focusing on horizontal spillovers from foreign firms to their domestic competitors. Drawing on a unique dataset of 1018 estimates from 41 studies on FDI horizontal spillovers in China, our main objective is to quantitatively summarize reported estimates corrected for publication bias, and account for the heterogeneity in existing empirical results using meta-regression analysis. Robust to different specifications, we find that (1) the average horizontal spillover effect in China is positive and economically significant; (2) the horizontal spillover effects vary across subgroups of firms characterized by the nature of foreign-invested firms, origin of foreign-invested firms and ownership structure of domestic firms. The meta-regression analysis also uncovers the serious consequences of publication bias and reveals that the heterogeneity in research methods adopted by the profession to a large extent explains the diversity of the reported spillover estimates.

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Fußnoten
1
Navaretti and Venables (2004) provide an overview of the benefits FDI can bring to a host country.
 
2
See Stanley and Doucouliagos (2012) for a comprehensive exposition of the MRA methodology and survey of the literature.
 
3
Foreign presence refers to the share of foreign firms’ output or employment or asset out of the total in a particular sector.
 
4
The keyword search yields more than 1300 hits. There is a concern of quality as most of them are unpublished student working papers and theses. We therefore confine our attention to the most cited published papers during the period 2004-2016. There are no empirical studies dated before 2004.
 
5
Wholly foreign-owned subsidiaries and joint ventures are distinguished by the degree of foreign ownership (the nature of foreign-invested firms). Joint ventures are partially foreign-owned FDI firms. Wholly foreign-owned subsidiaries are also called “green field” investments in the literature.
 
6
Non-state-owned enterprises include collectively-owned and private enterprises.
 
7
2 studies are excluded because of outliers.
 
8
See Havranek and Irsova (2011, 2012) for quantifying publication bias in meta-regression analysis.
 
9
Source: China Statistical Yearbook of 2016.
 
10
We do not discuss this kind of firm attribute because of inadequate subsample size.
 
11
East China refers to Beijing, Tianjin, Hebei, Shanghai, Jiangsu, Zhejiang, Fujian, Shandong, Guangdong and Hainan; Middle China refers to Shanxi, Anhui, Jiangxi, Henan, Hubei, Hunan, Liaoning, Jilin and Heilongjiang; West China refers to Inner Mongolia, Guangxi, Chongqing, Sichuan, Guizhou, Yunnan, Shaanxi, Gansu, Qinghai, Ningxia and Xingjiang.
 
Literatur
Zurück zum Zitat Abraham, F., Konings, J., Slootmaekers, V.: FDI spillovers in the Chinese manufacturing sector. Econ. Transit. 18(1), 143–182 (2010)CrossRef Abraham, F., Konings, J., Slootmaekers, V.: FDI spillovers in the Chinese manufacturing sector. Econ. Transit. 18(1), 143–182 (2010)CrossRef
Zurück zum Zitat Aitken, B.J., Harrison, A.E.: Do domestic firms benefit from direct foreign investment? Evidence from Venezuela. Am. Econ. Rev. 89(3), 605–618 (1999)CrossRef Aitken, B.J., Harrison, A.E.: Do domestic firms benefit from direct foreign investment? Evidence from Venezuela. Am. Econ. Rev. 89(3), 605–618 (1999)CrossRef
Zurück zum Zitat Ashenfelter, O., Greenstone, M.: Estimating the value of a statistical life: the importance of omitted variables and publication bias. Am. Econ. Rev. 94(2), 454–460 (2004)CrossRef Ashenfelter, O., Greenstone, M.: Estimating the value of a statistical life: the importance of omitted variables and publication bias. Am. Econ. Rev. 94(2), 454–460 (2004)CrossRef
Zurück zum Zitat Blomstrom, M., Sjoholm, F.: Technology transfer and spillovers: does local participation with multinationals matter? Eur. Econ. Rev. 43(4), 915–923 (1999)CrossRef Blomstrom, M., Sjoholm, F.: Technology transfer and spillovers: does local participation with multinationals matter? Eur. Econ. Rev. 43(4), 915–923 (1999)CrossRef
Zurück zum Zitat Cheng, L.K., Kwan, Y.K.: What are the determinants of the location of foreign direct investment? The Chinese experience. J. Int. Econ. 51(2), 379–400 (2000)CrossRef Cheng, L.K., Kwan, Y.K.: What are the determinants of the location of foreign direct investment? The Chinese experience. J. Int. Econ. 51(2), 379–400 (2000)CrossRef
Zurück zum Zitat Das, S.: Externalities, and technology transfer through multinational corporations: a theoretical analysis. J. Int. Econ. 22(1–2), 171–182 (1987)CrossRef Das, S.: Externalities, and technology transfer through multinational corporations: a theoretical analysis. J. Int. Econ. 22(1–2), 171–182 (1987)CrossRef
Zurück zum Zitat Doucouliagos, H., Stanley, T.D.: Publication selection bias in minimum-wage research? A meta-regression analysis. Br. J. Ind. Relat. 47(2), 406–428 (2009)CrossRef Doucouliagos, H., Stanley, T.D.: Publication selection bias in minimum-wage research? A meta-regression analysis. Br. J. Ind. Relat. 47(2), 406–428 (2009)CrossRef
Zurück zum Zitat Doucouliagos, H., Stanley, T.D., Giles, M.: Are estimates of the value of a statistical life exaggerated? J. Health Econ. 31(1), 197–206 (2012)CrossRef Doucouliagos, H., Stanley, T.D., Giles, M.: Are estimates of the value of a statistical life exaggerated? J. Health Econ. 31(1), 197–206 (2012)CrossRef
Zurück zum Zitat Egger, M., Smith, G.D., Schneider, M., Minder, C.: Bias in meta-analysis detected by a simple graphical test. Brit. Med. J. 315(7109), 629–634 (1997)CrossRef Egger, M., Smith, G.D., Schneider, M., Minder, C.: Bias in meta-analysis detected by a simple graphical test. Brit. Med. J. 315(7109), 629–634 (1997)CrossRef
Zurück zum Zitat Glass, G.V.: Primary, secondary, and meta-analysis of research. Educ. Res. 5(10), 3–8 (1976)CrossRef Glass, G.V.: Primary, secondary, and meta-analysis of research. Educ. Res. 5(10), 3–8 (1976)CrossRef
Zurück zum Zitat Gorg, H., Greenaway, D.: Much ado about nothing? Do domestic firms really benefit from foreign direct investment? World Bank Res. Obs. 19(2), 171–197 (2004)CrossRef Gorg, H., Greenaway, D.: Much ado about nothing? Do domestic firms really benefit from foreign direct investment? World Bank Res. Obs. 19(2), 171–197 (2004)CrossRef
Zurück zum Zitat Gorg, H., Strobl, E.: Multinational companies and productivity spillovers: a meta-analysis. Econ. J. 111(475), 723–739 (2001)CrossRef Gorg, H., Strobl, E.: Multinational companies and productivity spillovers: a meta-analysis. Econ. J. 111(475), 723–739 (2001)CrossRef
Zurück zum Zitat Gunby, P., Jin, Y., Reed, W.: Did FDI really cause Chinese economic growth? A meta-analysis. World Dev. 90, 242–255 (2017)CrossRef Gunby, P., Jin, Y., Reed, W.: Did FDI really cause Chinese economic growth? A meta-analysis. World Dev. 90, 242–255 (2017)CrossRef
Zurück zum Zitat Hadi, A.S.: A modification of a method for the detection of outliers in multivariate samples. J. R. Stat. Soc. Ser. B Stat. Methodol. 56, 393–396 (1994) Hadi, A.S.: A modification of a method for the detection of outliers in multivariate samples. J. R. Stat. Soc. Ser. B Stat. Methodol. 56, 393–396 (1994)
Zurück zum Zitat Hale, G., Long C.X.: Is there evidence of FDI spillover on Chinese firms’ productivity and innovation? (2007) Hale, G., Long C.X.: Is there evidence of FDI spillover on Chinese firms’ productivity and innovation? (2007)
Zurück zum Zitat Hanousek, J., Kocenda, E., Maurel, M.: Direct and indirect effects of FDI in emerging European markets: a survey and meta-analysis. Econ. Syst. 35(3), 301–322 (2011)CrossRef Hanousek, J., Kocenda, E., Maurel, M.: Direct and indirect effects of FDI in emerging European markets: a survey and meta-analysis. Econ. Syst. 35(3), 301–322 (2011)CrossRef
Zurück zum Zitat Havranek, T., Irsova, Z.: Estimating vertical spillovers from FDI: why results vary and what the true effect is. J. Int. Econ. 85(2), 234–244 (2011)CrossRef Havranek, T., Irsova, Z.: Estimating vertical spillovers from FDI: why results vary and what the true effect is. J. Int. Econ. 85(2), 234–244 (2011)CrossRef
Zurück zum Zitat Havranek, T., Irsova, Z.: Survey article: publication bias in the literature on foreign direct investment spillovers. J. Dev. Stud. 48(10), 1375–1396 (2012)CrossRef Havranek, T., Irsova, Z.: Survey article: publication bias in the literature on foreign direct investment spillovers. J. Dev. Stud. 48(10), 1375–1396 (2012)CrossRef
Zurück zum Zitat Irsova, Z., Havranek, T.: Determinants of horizontal spillovers from FDI: evidence from a large meta-analysis. World Dev. 42, 1–15 (2013)CrossRef Irsova, Z., Havranek, T.: Determinants of horizontal spillovers from FDI: evidence from a large meta-analysis. World Dev. 42, 1–15 (2013)CrossRef
Zurück zum Zitat Javorcik, B.S.: Does foreign direct investment increase the productivity of domestic firms? In search of spillovers through backward linkages. Am. Econ. Rev. 94(3), 605–627 (2004)CrossRef Javorcik, B.S.: Does foreign direct investment increase the productivity of domestic firms? In search of spillovers through backward linkages. Am. Econ. Rev. 94(3), 605–627 (2004)CrossRef
Zurück zum Zitat Javorcik, B.S., Spatareanu, M.: To share or not to share: does local participation matter for spillovers from foreign direct investment? J. Dev. Econ. 85(1), 194–217 (2008)CrossRef Javorcik, B.S., Spatareanu, M.: To share or not to share: does local participation matter for spillovers from foreign direct investment? J. Dev. Econ. 85(1), 194–217 (2008)CrossRef
Zurück zum Zitat Jeon, Y., Park, B.I., Ghauri, P.N.: Foreign direct investment spillover effects in China: are they different across industries with different technological levels? China Econ. Rev. 26, 105–117 (2013)CrossRef Jeon, Y., Park, B.I., Ghauri, P.N.: Foreign direct investment spillover effects in China: are they different across industries with different technological levels? China Econ. Rev. 26, 105–117 (2013)CrossRef
Zurück zum Zitat Levinsohn, J., Petrin, A.: Estimating production functions using inputs to control for unobservables. Rev. Econ. Stud. 70(2), 317–341 (2003)CrossRef Levinsohn, J., Petrin, A.: Estimating production functions using inputs to control for unobservables. Rev. Econ. Stud. 70(2), 317–341 (2003)CrossRef
Zurück zum Zitat Lin, P., Liu, Z., Zhang, Y.: Do Chinese domestic firms benefit from FDI inflow? Evidence of horizontal and vertical spillovers. China Econ. Rev. 20(4), 677–691 (2009)CrossRef Lin, P., Liu, Z., Zhang, Y.: Do Chinese domestic firms benefit from FDI inflow? Evidence of horizontal and vertical spillovers. China Econ. Rev. 20(4), 677–691 (2009)CrossRef
Zurück zum Zitat Liu, X., Wang, C., Wei, Y.: Do local manufacturing firms benefit from transactional linkages with multinational enterprises in China? J. Int. Bus. Stud. 40(7), 1113–1130 (2009)CrossRef Liu, X., Wang, C., Wei, Y.: Do local manufacturing firms benefit from transactional linkages with multinational enterprises in China? J. Int. Bus. Stud. 40(7), 1113–1130 (2009)CrossRef
Zurück zum Zitat Navaretti, B., Venables, A.: Multinational Firms in the World Economy. Princeton University Press, Oxford (2004) Navaretti, B., Venables, A.: Multinational Firms in the World Economy. Princeton University Press, Oxford (2004)
Zurück zum Zitat Olley, G.S., Pakes, A.: The dynamics of Productivity in the telecommunications equipment industry. Econometrica 64(6), 1263–1297 (1996)CrossRef Olley, G.S., Pakes, A.: The dynamics of Productivity in the telecommunications equipment industry. Econometrica 64(6), 1263–1297 (1996)CrossRef
Zurück zum Zitat Rose, A.K., Stanley, T.D.: A meta-analysis of the effect of common currencies on international trade. J. Econ. Surv. 19(3), 347–365 (2005)CrossRef Rose, A.K., Stanley, T.D.: A meta-analysis of the effect of common currencies on international trade. J. Econ. Surv. 19(3), 347–365 (2005)CrossRef
Zurück zum Zitat Rusnak, M., Havranek, T., Horvath, R.: How to solve the price puzzle? A meta-analysis. J. Money Credit Bank 45(1), 37–70 (2013)CrossRef Rusnak, M., Havranek, T., Horvath, R.: How to solve the price puzzle? A meta-analysis. J. Money Credit Bank 45(1), 37–70 (2013)CrossRef
Zurück zum Zitat Stanley, T.D., Doucouliagos, H.: Meta-Regression Analysis in Economics and Business. Routledge, London (2012)CrossRef Stanley, T.D., Doucouliagos, H.: Meta-Regression Analysis in Economics and Business. Routledge, London (2012)CrossRef
Zurück zum Zitat Stanley, T.D., Jarrell, S.B.: Meta-regression analysis: a quantitative method of literature surveys. J. Econ. Surv. 3(2), 161–170 (1989)CrossRef Stanley, T.D., Jarrell, S.B.: Meta-regression analysis: a quantitative method of literature surveys. J. Econ. Surv. 3(2), 161–170 (1989)CrossRef
Zurück zum Zitat Wooster, R.B., Diebel, D.S.: Productivity spillovers from foreign direct investment in developing countries: a meta-regression analysis. Rev. Dev. Econ. 14(3), 640–655 (2010)CrossRef Wooster, R.B., Diebel, D.S.: Productivity spillovers from foreign direct investment in developing countries: a meta-regression analysis. Rev. Dev. Econ. 14(3), 640–655 (2010)CrossRef
Zurück zum Zitat Xu, X., Sheng, Y.: Productivity spillovers from foreign direct investment: firm-level evidence from China. World Dev. 40(1), 62–74 (2012)CrossRef Xu, X., Sheng, Y.: Productivity spillovers from foreign direct investment: firm-level evidence from China. World Dev. 40(1), 62–74 (2012)CrossRef
Zurück zum Zitat Yang, H., Chen, Z.: Indirect mechanism of FDI horizontal spillover: based on upstream suppliers. J. World Econ. 3, 123–144 (2015) Yang, H., Chen, Z.: Indirect mechanism of FDI horizontal spillover: based on upstream suppliers. J. World Econ. 3, 123–144 (2015)
Metadaten
Titel
In search of FDI horizontal spillovers in China: evidence from meta-analysis
verfasst von
Shi He
Yum K. Kwan
Hongzhong Fan
Publikationsdatum
11.12.2018
Verlag
Springer Netherlands
Erschienen in
Quality & Quantity / Ausgabe 3/2019
Print ISSN: 0033-5177
Elektronische ISSN: 1573-7845
DOI
https://doi.org/10.1007/s11135-018-0825-3

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