IDEAS home Printed from https://ideas.repec.org/a/eee/wdevel/v66y2015icp629-644.html
   My bibliography  Save this article

Co-location and Spatial Wage Spillovers in China: The Role of Foreign Ownership and Trade

Author

Listed:
  • Elliott, Robert J.R.
  • Zhou, Ying

Abstract

This paper examines how wages in China are influenced by the interaction and co-location of firms across geographical space. Specifically, and with an emphasis on globally engaged firms and China’s uneven growth across regions we use a spatial econometric approach to estimate the direct and indirect impact of foreign-ownership and export participation on wages. Spatial Durbin Model results reveal an indirect effect of foreign-ownership and exporting on the compensation of workers in co-located firms as well as evidence in support of the standard direct effect that foreign firms, exporters, and firms with a highly educated workforce pay higher wages.

Suggested Citation

  • Elliott, Robert J.R. & Zhou, Ying, 2015. "Co-location and Spatial Wage Spillovers in China: The Role of Foreign Ownership and Trade," World Development, Elsevier, vol. 66(C), pages 629-644.
  • Handle: RePEc:eee:wdevel:v:66:y:2015:i:c:p:629-644
    DOI: 10.1016/j.worlddev.2014.09.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0305750X14002666
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.worlddev.2014.09.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Roberto Alvarez & Ricardo A. López, 2005. "Exporting and performance: evidence from Chilean plants," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 38(4), pages 1384-1400, November.
    2. Andreas Ammermueller & Jörn-Steffen Pischke, 2006. "Peer Effects in European Primary Schools: Evidence from PIRLS," CEE Discussion Papers 0065, Centre for the Economics of Education, LSE.
    3. Chen, Jian & Fleisher, Belton M., 1996. "Regional Income Inequality and Economic Growth in China," Journal of Comparative Economics, Elsevier, vol. 22(2), pages 141-164, April.
    4. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, May.
    5. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 489-530.
    6. Chen, Yi & Demurger, Sylvie & Fournier, Martin, 2005. "Earnings Differentials and Ownership Structure in Chinese Enterprises," Economic Development and Cultural Change, University of Chicago Press, vol. 53(4), pages 933-958, July.
    7. Bernard Fingleton, 2003. "Increasing returns: evidence from local wage rates in Great Britain," Oxford Economic Papers, Oxford University Press, vol. 55(4), pages 716-739, October.
    8. Giordano Mion & Paolo Naticchioni, 2009. "The spatial sorting and matching of skills and firms," Canadian Journal of Economics, Canadian Economics Association, vol. 42(1), pages 28-55, February.
    9. Heyman, Fredrik & Sjoholm, Fredrik & Tingvall, Patrik Gustavsson, 2007. "Is there really a foreign ownership wage premium? Evidence from matched employer-employee data," Journal of International Economics, Elsevier, vol. 73(2), pages 355-376, November.
    10. Melvyn Weeks & James Yudong Yao, 2003. "Provincial Conditional Income Convergence in China, 1953-1997: A Panel Data Approach," Econometric Reviews, Taylor & Francis Journals, vol. 22(1), pages 59-77, February.
    11. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    12. Robert Elliott & Ying Zhou, 2013. "State-owned Enterprises, Exporting and Productivity in China: A Stochastic Dominance Approach," The World Economy, Wiley Blackwell, vol. 36(8), pages 1000-1028, August.
    13. Mr. Il Houng Lee & Mr. Murtaza H Syed & Mr. Liu Xueyan, 2013. "China’s Path to Consumer-Based Growth: Reorienting Investment and Enhancing Efficiency," IMF Working Papers 2013/083, International Monetary Fund.
    14. Florax, Raymond J. G. M. & Folmer, Hendrik & Rey, Sergio J., 2003. "Specification searches in spatial econometrics: the relevance of Hendry's methodology," Regional Science and Urban Economics, Elsevier, vol. 33(5), pages 557-579, September.
    15. Sourafel Girma & Holger Görg, 2016. "Evaluating the foreign ownership wage premium using a difference-in-differences matching approach," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 2, pages 17-32, World Scientific Publishing Co. Pte. Ltd..
    16. Chunlai Chen, 2011. "Foreign Direct Investment in China," Books, Edward Elgar Publishing, number 14100, December.
    17. Suqin Ge & Dennis Tao Yang, 2014. "Changes In China'S Wage Structure," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 300-336, April.
    18. Rauch, James E., 1999. "Networks versus markets in international trade," Journal of International Economics, Elsevier, vol. 48(1), pages 7-35, June.
    19. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    20. Paul Krugman & Anthony J. Venables, 1995. "Globalization and the Inequality of Nations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 857-880.
    21. Galina Hale & Cheryl Long, 2011. "Did Foreign Direct Investment Put an Upward Pressure on Wages in China?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(3), pages 404-430, August.
    22. Bernard Fingleton & Michelle Catherine Baddeley, 2011. "Globalisation And Wage Differentials: A Spatial Analysis," Manchester School, University of Manchester, vol. 79(5), pages 1018-1034, September.
    23. Masahisa Fujita & Paul Krugman & Anthony J. Venables, 2001. "The Spatial Economy: Cities, Regions, and International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262561476, December.
    24. Thorsten Schank & Claus Schnabel & Joachim Wagner, 2016. "Do Exporters Really Pay Higher Wages? First Evidence from German Linked Employer–Employee Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 5, pages 177-213, World Scientific Publishing Co. Pte. Ltd..
    25. 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.
    26. 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.
    27. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    28. Chen, Zhihong & Ge, Ying & Lai, Huiwen, 2011. "Foreign Direct Investment and Wage Inequality: Evidence from China," World Development, Elsevier, vol. 39(8), pages 1322-1332, August.
    29. Yao, Shujie & Zhang, Zongyi, 2001. "On Regional Inequality and Diverging Clubs: A Case Study of Contemporary China," Journal of Comparative Economics, Elsevier, vol. 29(3), pages 466-484, September.
    30. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2011. "The identification of agglomeration economies," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 253-266, March.
    31. Luc Anselin & Julie Le Gallo, 2006. "Interpolation of air quality measures in hedonic house price models : spatial aspects," Post-Print hal-00485017, HAL.
    32. Long, Cheryl & Zhang, Xiaobo, 2011. "Cluster-based industrialization in China: Financing and performance," Journal of International Economics, Elsevier, vol. 84(1), pages 112-123, May.
    33. Henderson, J. Vernon, 2003. "Marshall's scale economies," Journal of Urban Economics, Elsevier, vol. 53(1), pages 1-28, January.
    34. Shihe Fu & Stephen L. Ross, 2010. "Wage Premia in Employment Clusters: Agglomeration or Worker Heterogeneity?," Working Papers 10-04, Center for Economic Studies, U.S. Census Bureau.
    35. Glaeser, Edward L & Mare, David C, 2001. "Cities and Skills," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 316-342, April.
    36. Hay, Donald & Morris, Derek & Liu, Guy & Yao, Shujie, 1994. "Economic Reform and State-Owned Enterprises in China 1979-87," OUP Catalogue, Oxford University Press, number 9780198288459, Decembrie.
    37. Sourafel Girma & David Greenaway & Katharine Wakelin, 2013. "Who Benefits from Foreign Direct Investment in the UK?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(5), pages 560-574, November.
    38. Almeida, Rita, 2007. "The labor market effects of foreign owned firms," Journal of International Economics, Elsevier, vol. 72(1), pages 75-96, May.
    39. Ravallion, Martin & Chen, Shaohua, 2007. "China's (uneven) progress against poverty," Journal of Development Economics, Elsevier, vol. 82(1), pages 1-42, January.
    40. Steinfeld,Edward S., 2000. "Forging Reform in China," Cambridge Books, Cambridge University Press, number 9780521778619, November.
    41. Cai, Fang & Wang, Dewen & Du, Yang, 2002. "Regional disparity and economic growth in China: The impact of labor market distortions," China Economic Review, Elsevier, vol. 13(2-3), pages 197-212.
    42. Ge, Ying, 2009. "Globalization and Industry Agglomeration in China," World Development, Elsevier, vol. 37(3), pages 550-559, March.
    43. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    44. Li, Wei, 1997. "The Impact of Economic Reform on the Performance of Chinese State Enterprises, 1980-1989," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 1080-1106, October.
    45. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    46. Sourafel Girma & Steve Thompson & Peter W. Wright, 2002. "Why are Productivity and Wages Higher in Foreign Firms?," The Economic and Social Review, Economic and Social Studies, vol. 33(1), pages 93-100.
    47. Robert Lipsey & Fredrik Sjöholm, 2004. "FDI and wage spillovers in Indonesian manufacturing," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 140(2), pages 321-332, June.
    48. Lipsey, Robert E. & Sjoholm, Fredrik, 2004. "Foreign direct investment, education and wages in Indonesian manufacturing," Journal of Development Economics, Elsevier, vol. 73(1), pages 415-422, February.
    49. Sourafel Girma & David Greenaway & Katharine Wakelin, 2013. "Who Benefits from Foreign Direct Investment in the UK?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(5), pages 560-574, November.
    50. Wood, Adrian, 1998. "Globalisation and the Rise in Labour Market Inequalities," Economic Journal, Royal Economic Society, vol. 108(450), pages 1463-1482, September.
    51. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
    52. Li, Chao & Gibson, John, 2013. "Rising Regional Inequality in China: Fact or Artifact?," World Development, Elsevier, vol. 47(C), pages 16-29.
    53. Sylvain Barde, 2010. "Increasing Returns and the Spatial Structure of French Wages," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 73-91.
    54. Wheaton, William C. & Lewis, Mark J., 2002. "Urban Wages and Labor Market Agglomeration," Journal of Urban Economics, Elsevier, vol. 51(3), pages 542-562, May.
    55. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November.
    56. David Greenaway & Richard Kneller, 2004. "Exporting and Productivity in the United Kingdom," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 20(3), pages 358-371, Autumn.
    57. Liu, Xiaodong & Lee, Lung-fei & Bollinger, Christopher R., 2010. "An efficient GMM estimator of spatial autoregressive models," Journal of Econometrics, Elsevier, vol. 159(2), pages 303-319, December.
    58. Luc Anselin, 2003. "Spatial Externalities, Spatial Multipliers, And Spatial Econometrics," International Regional Science Review, , vol. 26(2), pages 153-166, April.
    59. Nigel Driffield & Sourafel Girma, 2003. "Regional Foreign Direct Investment and Wage Spillovers: Plant Level Evidence from the UK Electronics Industry," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(4), pages 453-474, September.
    60. Bernard Fingleton, 2006. "The new economic geography versus urban economics: an evaluation using local wage rates in Great Britain," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 501-530, July.
    61. Mr. Il Houng Lee & Mr. Murtaza H Syed & Xin Wang, 2013. "Two Sides of the Same Coin? Rebalancing and Inclusive Growth in China," IMF Working Papers 2013/185, International Monetary Fund.
    62. Vernon Henderson, J., 1986. "Urbanization in a developing country : City size and population composition," Journal of Development Economics, Elsevier, vol. 22(2), pages 269-293.
    63. Satya Das, 2005. "Gradual globalization and inequality between and within countries," Canadian Journal of Economics, Canadian Economics Association, vol. 38(3), pages 852-869, August.
    64. Knight, John & Li, Shi, 2005. "Wages, firm profitability and labor market segmentation in urban China," China Economic Review, Elsevier, vol. 16(3), pages 205-228.
    65. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of 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 49, pages 2119-2171, Elsevier.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nguyen, Dao Thi Hong, 2019. "Inward foreign direct investment and local wages: The case of Vietnam’s wholesale and retail industry," Journal of Asian Economics, Elsevier, vol. 65(C).
    2. Vo, Xuan Vinh, 2015. "Foreign ownership and stock return volatility – Evidence from Vietnam," Journal of Multinational Financial Management, Elsevier, vol. 30(C), pages 101-109.
    3. Peng Bin & Andrea Fracasso, 2017. "Regional Consumption Inequality in China: An Oaxaca-Blinder Decomposition at the Prefectural Level," Growth and Change, Wiley Blackwell, vol. 48(3), pages 459-486, September.
    4. Dao Thi Hong Nguyen, 2021. "Are local workers better‐off from foreign presence? A firm‐level panel data analysis of a service industry," Bulletin of Economic Research, Wiley Blackwell, vol. 73(2), pages 276-294, April.
    5. Barbieri, Elisa & Di Tommaso, Marco R. & Pollio, Chiara & Rubini, Lauretta, 2020. "Getting the specialization right. Industrialization in Southern China in a sustainable development perspective," World Development, Elsevier, vol. 126(C).
    6. Nicola D. Coniglio & Rezart Hoxhaj, 2018. "Global interactions and the ‘twin’ gender gaps in employment and wages: evidence from Vietnam," RSCAS Working Papers 2018/18, European University Institute.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 247-348, Elsevier.
    2. repec:hal:spmain:info:hdl:2441/1kv8mtgl748r0ahh12air9erdc is not listed on IDEAS
    3. Licia Ferranna & Margherita Gerolimetto & Stefano Magrini, 2016. "Urban Governance Structure and Wage Disparities across US Metropolitan Areas," Working Papers 2016:26, Department of Economics, University of Venice "Ca' Foscari".
    4. Andini, Monica & de Blasio, Guido & Duranton, Gilles & Strange, William C., 2013. "Marshallian labour market pooling: Evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 43(6), pages 1008-1022.
    5. Li,Yue - SARCE & Rama,Martin G., 2015. "Households or locations ? cities, catchment areas and prosperity in India," Policy Research Working Paper Series 7473, The World Bank.
    6. Duranton, Gilles & Puga, Diego, 2014. "The Growth of Cities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 5, pages 781-853, Elsevier.
    7. De la Roca, Jorge, 2017. "Selection in initial and return migration: Evidence from moves across Spanish cities," Journal of Urban Economics, Elsevier, vol. 100(C), pages 33-53.
    8. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    9. Moretti, Enrico, 2011. "Local Labor Markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 14, pages 1237-1313, Elsevier.
    10. D'Costa, Sabine & Overman, Henry G., 2014. "The urban wage growth premium: Sorting or learning?," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 168-179.
    11. MORIKAWA Masayuki, 2011. "Urban Density, Human Capital, and Productivity: An empirical analysis using wage data," Discussion papers 11060, Research Institute of Economy, Trade and Industry (RIETI).
    12. Stef Proost & Jacques-François Thisse, 2019. "What Can Be Learned from Spatial Economics?," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 575-643, September.
    13. Rosa Sanchis-Guarner, 2012. "Driving Up Wages: The Effects of Road Construction in Great Britain," SERC Discussion Papers 0120, Centre for Economic Performance, LSE.
    14. Sourafel Girma & Holger Görg & Erasmus Kersting, 2019. "Which boats are lifted by a foreign tide? Direct and indirect wage effects of foreign ownership," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(6), pages 923-947, August.
    15. Chen, Zhihong & Ge, Ying & Lai, Huiwen, 2011. "Foreign Direct Investment and Wage Inequality: Evidence from China," World Development, Elsevier, vol. 39(8), pages 1322-1332, August.
    16. Alessia Matano & Paolo Naticchioni, 2009. "Wage distribution and the spatial sorting of workers and firms," Working Papers - Dipartimento di Economia 8-DEISFOL, Dipartimento di Economia, Sapienza University of Rome, revised 2009.
    17. Xiwei Zhu & Ye Liu & Ming He & Deming Luo & Yiyun Wu, 2019. "Entrepreneurship and industrial clusters: evidence from China industrial census," Small Business Economics, Springer, vol. 52(3), pages 595-616, March.
    18. Stefan P. T. Groot & Henri L. F. Groot, 2020. "Estimating the Skill Bias in Agglomeration Externalities and Social Returns to Education: Evidence from Dutch Matched Worker-Firm Micro-Data," De Economist, Springer, vol. 168(1), pages 53-78, March.
    19. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2011. "The identification of agglomeration economies," Journal of Economic Geography, Oxford University Press, vol. 11(2), pages 253-266, March.
    20. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    21. Ana Maria Bonomi Barufi & Eduardo Amaral Haddad & Peter Nijkamp, 2016. "Industrial scope of agglomeration economies in Brazil," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(3), pages 707-755, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:wdevel:v:66:y:2015:i:c:p:629-644. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/worlddev .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.