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Spatial Spillovers from Foreign Direct Investment: Evidence from the Yangtze River Delta in China

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  • Kiyoyasu Tanaka
  • Yoshihiro Hashiguchi

Abstract

This paper examines the spatial externality from foreign direct investment on domestic firms. Using Chinese firm-level data for 2004, and after accounting for an endogeneity problem, we find that foreign firms generate a significantly positive spillover effect on the regional productivity of domestic firms in similar counties and industries. Estimating a spatial-autoregressive model, we further show that such local spillovers could transmit to domestic firms in other counties and industries through interactions among domestic firms. However, these spatial multiplier effects decline with distance, thereby reducing the foreign direct investment spillover effects for domestic firms in distant locations.

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  • Kiyoyasu Tanaka & Yoshihiro Hashiguchi, 2015. "Spatial Spillovers from Foreign Direct Investment: Evidence from the Yangtze River Delta in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 23(2), pages 40-60, March.
  • Handle: RePEc:bla:chinae:v:23:y:2015:i:2:p:40-60
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    as
    1. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    2. Ragnhild Balsvik, 2011. "Is Labor Mobility a Channel for Spillovers from Multinationals? Evidence from Norwegian Manufacturing," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 285-297, February.
    3. Kelejian, Harry H. & Prucha, Ingmar R., 2007. "The relative efficiencies of various predictors in spatial econometric models containing spatial lags," Regional Science and Urban Economics, Elsevier, vol. 37(3), pages 363-374, May.
    4. 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..
    5. László Halpern & Balázs Muraközy, 2007. "Does distance matter in spillover?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 15, pages 781-805, October.
    6. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    7. Koenig, Pamina & Mayneris, Florian & Poncet, Sandra, 2010. "Local export spillovers in France," European Economic Review, Elsevier, vol. 54(4), pages 622-641, May.
    8. Masayuki Morikawa, 2011. "Economies of Density and Productivity in Service Industries: An Analysis of Personal Service Industries Based on Establishment-Level Data," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 179-192, February.
    9. Girma, Sourafel & Wakelin, Katharine, 2007. "Local productivity spillovers from foreign direct investment in the U.K. electronics industry," Regional Science and Urban Economics, Elsevier, vol. 37(3), pages 399-412, May.
    10. Greaney, Theresa M. & Li, Yao, 2009. "Assessing foreign direct investment relationships between China, Japan, and the United States," Journal of Asian Economics, Elsevier, vol. 20(6), pages 611-625, November.
    11. 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..
    12. Javorcik, Beata S. & Spatareanu, Mariana, 2011. "Does it matter where you come from? Vertical spillovers from foreign direct investment and the origin of investors," Journal of Development Economics, Elsevier, vol. 96(1), pages 126-138, September.
    13. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc6ihim is not listed on IDEAS
    14. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    15. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    16. 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..
    17. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    18. Roger Smeets, 2008. "Collecting the Pieces of the FDI Knowledge Spillovers Puzzle," The World Bank Research Observer, World Bank, vol. 23(2), pages 107-138, March.
    19. Tanaka, Kiyoyasu & Hashiguchi, Yoshihiro, 2012. "Spatial spillovers from FDI agglomeration : evidence from the Yangtze River Delta in China," IDE Discussion Papers 354, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    20. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    21. Cletus C. Coughlin & Eran Segev, 2000. "Foreign Direct Investment in China: A Spatial Econometric Study," The World Economy, Wiley Blackwell, vol. 23(1), pages 1-23, January.
    22. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    23. Richard E. Baldwin & Toshihiro Okubo, 2006. "Heterogeneous firms, agglomeration and economic geography: spatial selection and sorting," Journal of Economic Geography, Oxford University Press, vol. 6(3), pages 323-346, June.
    24. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    25. Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2010. "A Spatial Cliff‐Ord‐Type Model With Heteroskedastic Innovations: Small And Large Sample Results," Journal of Regional Science, Wiley Blackwell, vol. 50(2), pages 592-614, May.
    26. Lin, Ping & Liu, Zhuomin & Zhang, Yifan, 2009. "Do Chinese domestic firms benefit from FDI inflow?: Evidence of horizontal and vertical spillovers," China Economic Review, Elsevier, vol. 20(4), pages 677-691, December.
    27. Faqin Lin & Chao Zhang & Lin Wang, 2013. "Vertical Spillover Effects of Multinationals on Chinese Domestic Firms via Supplier–Customer Relationships," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 21(6), pages 37-57, November.
    28. Hashiguchi, Yoshihiro & Chen, Kuang-hui, 2012. "Assessing agglomeration economies in the Yangzi River Delta, China : a bayesian spatial econometric approach," IDE Discussion Papers 339, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    29. Lung-Fei Lee, 2004. "Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models," Econometrica, Econometric Society, vol. 72(6), pages 1899-1925, November.
    30. 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.
    31. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    32. Shanzi Ke, 2010. "Agglomeration, productivity, and spatial spillovers across Chinese cities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(1), pages 157-179, August.
    33. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    34. Barrios, Salvador & Bertinelli, Luisito & Strobl, Eric, 2006. "Coagglomeration and spillovers," Regional Science and Urban Economics, Elsevier, vol. 36(4), pages 467-481, July.
    35. Audretsch, David B. & Feldman, Maryann P., 2004. "Knowledge spillovers and the geography of innovation," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 61, pages 2713-2739, Elsevier.
    36. Jianhong Qi & Yingmei Zheng & James Laurenceson & Hong Li, 2009. "Productivity Spillovers from FDI in China: Regional Differences and Threshold Effects," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 17(4), pages 18-35, July.
    37. Mitra, Arup, 1999. "Agglomeration Economies as Manifested in Technical Efficiency at the Firm Level," Journal of Urban Economics, Elsevier, vol. 45(3), pages 490-500, May.
    38. Qun Bao & Min Shao & Ligang Song, 2014. "Is Export Spillover Localized in China," Review of Development Economics, Wiley Blackwell, vol. 18(2), pages 218-230, May.
    39. Johannes Van Biesebroeck, 2007. "Robustness Of Productivity Estimates," Journal of Industrial Economics, Wiley Blackwell, vol. 55(3), pages 529-569, September.
    40. Koichiro Kimura, 2012. "Does Foreign Direct Investment Affect the Growth of Local Firms? The Case of China's Electrical and Electronics Industry," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 20(2), pages 98-120, March.
    41. Xu, Xinpeng & Sheng, Yu, 2012. "Are FDI spillovers regional? Firm-level evidence from China," Journal of Asian Economics, Elsevier, vol. 23(3), pages 244-258.
    42. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc6ihim is not listed on IDEAS
    43. Luc Anselin, 2003. "Spatial Externalities, Spatial Multipliers, And Spatial Econometrics," International Regional Science Review, , vol. 26(2), pages 153-166, April.
    44. 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.
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    3. Mi Lin & Yum K. Kwan, 2017. "FDI Spatial Spillovers in China," The World Economy, Wiley Blackwell, vol. 40(8), pages 1514-1530, August.
    4. Shawn W. Tan & Dea Tusha, 2023. "Foreign firm characteristics, labour market restrictions and FDI spillovers: Evidence from Moldova," The World Economy, Wiley Blackwell, vol. 46(1), pages 85-119, January.
    5. Walheer, Barnabé & He, Ming, 2020. "Technical efficiency and technology gap of the manufacturing industry in China: Does firm ownership matter?," World Development, Elsevier, vol. 127(C).
    6. Lin, Mi & Kwan, Yum K., 2014. "FDI Spatial Spillovers in China," MPRA Paper 60754, University Library of Munich, Germany.
    7. Yiming Deng & Xiumin Li & Jianming Zhu, 2024. "Effect of Planning and Construction of Intercity Railways on the Economic Development of the Pearl River Delta Urban Agglomeration: An Analysis Based on the Spatial Durbin Model," Sustainability, MDPI, vol. 16(2), pages 1-19, January.
    8. Chunlai Chen, 2015. "Do Inland Provinces Benefit from Coastal Foreign Direct Investment in China?," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 23(3), pages 22-41, May.
    9. Lin, Mi & Kwan, Yum K., 2016. "FDI technology spillovers, geography, and spatial diffusion," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 257-274.
    10. Wang, Jianda & Dong, Xiucheng & Dong, Kangyin, 2022. "How does ICT agglomeration affect carbon emissions? The case of Yangtze River Delta urban agglomeration in China," Energy Economics, Elsevier, vol. 111(C).

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