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Export destinations and skill premium: Evidence from chinese manufacturing industries

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  • Feicheng Wang
  • Chris Milner
  • Juliane Scheffel

Abstract

This paper examines the relationship between average income of export destinations and skill premium using data of Chinese manufacturing industries from 1995 to 2008. To do so, we construct weighted average GDP per capita across destinations employing within-industry export share to each destination as weight, and then link it with industry-level wages and skill premium. We find that industries that export more to high-income destinations tend to pay a higher skill premium, suggesting that on average, skilled workers benefit more from high-income exports than unskilled workers. Our IV estimates confirm a causal relationship and the results are robust to various specifications. Our paper contributes to the understanding of the influence of export destinations on the uneven distributional effects of globalisation for different types of workers.

Suggested Citation

  • Feicheng Wang & Chris Milner & Juliane Scheffel, 2019. "Export destinations and skill premium: Evidence from chinese manufacturing industries," Discussion Papers 2019-07, University of Nottingham, GEP.
    • Handle: RePEc:not:notgep:2019-07
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    1. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    2. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    3. 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.
    4. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    5. Rosario Crinò & Paolo Epifani, 2012. "Productivity, Quality and Export Behaviour," Economic Journal, Royal Economic Society, vol. 122(565), pages 1206-1243, December.
    6. Kalina Manova & Zhiwei Zhang, 2012. "Export Prices Across Firms and Destinations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 379-436.
    7. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1055-1089.
    8. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    9. Albert Park & Dean Yang & Xinzheng Shi & Yuan Jiang, 2010. "Exporting and Firm Performance: Chinese Exporters and the Asian Financial Crisis," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 822-842, November.
    10. Daron Acemoglu, 2002. "Directed Technical Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 781-809.
    11. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    12. Irene Brambilla & Daniel Lederman & Guido Porto, 2019. "Exporting firms and the demand for skilled tasks," Canadian Journal of Economics, Canadian Economics Association, vol. 52(2), pages 763-783, May.
    13. Yeaple, Stephen Ross, 2005. "A simple model of firm heterogeneity, international trade, and wages," Journal of International Economics, Elsevier, vol. 65(1), pages 1-20, January.
    14. Démurger, Sylvie & Li, Shi & Yang, Juan, 2012. "Earnings differentials between the public and private sectors in China: Exploring changes for urban local residents in the 2000s," China Economic Review, Elsevier, vol. 23(1), pages 138-153.
    15. Irene Brambilla & Daniel Lederman & Guido Porto, 2012. "Exports, Export Destinations, and Skills," American Economic Review, American Economic Association, vol. 102(7), pages 3406-3438, December.
    16. Wang, Feicheng & Milner, Chris & Scheffel, Juliane, 2021. "Labour market reform and firm-level employment adjustment: Evidence from the hukou reform in China," Journal of Development Economics, Elsevier, vol. 149(C).
    17. David Hummels & Alexandre Skiba, 2004. "Shipping the Good Apples Out? An Empirical Confirmation of the Alchian-Allen Conjecture," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1384-1402, December.
    18. Neil Rankin & Volker Schöer, 2013. "Export Destination, Product Quality and Wages in a Middle-Income Country. The Case of S outh A frica," Review of Development Economics, Wiley Blackwell, vol. 17(1), pages 64-73, February.
    19. Li, Bingjing, 2018. "Export expansion, skill acquisition and industry specialization: evidence from china," Journal of International Economics, Elsevier, vol. 114(C), pages 346-361.
    20. Utsav Kumar & Prachi Mishra, 2008. "Trade Liberalization and Wage Inequality: Evidence from India," Review of Development Economics, Wiley Blackwell, vol. 12(2), pages 291-311, May.
    21. Paula Bustos, 2005. "The impact of trade liberalization on skill upgrading. Evidence from Argentina," Economics Working Papers 1189, Department of Economics and Business, Universitat Pompeu Fabra, revised Jul 2011.
    22. Paulo Bastos & Joana Silva & Eric Verhoogen, 2018. "Export Destinations and Input Prices," American Economic Review, American Economic Association, vol. 108(2), pages 353-392, February.
    23. John WHALLEY & Chunbing XING, 2016. "Ownership restructuring and wage inequality in urban China," International Labour Review, International Labour Organization, vol. 155(1), pages 57-72, March.
    24. Goldberg, Pinelopi Koujianou & Pavcnik, Nina, 2005. "Trade, wages, and the political economy of trade protection: evidence from the Colombian trade reforms," Journal of International Economics, Elsevier, vol. 66(1), pages 75-105, May.
    25. Zheng Wang & Zhihong Yu, 2012. "Trading Partners, Traded Products and Firm Performances of China’s Exporter-Importers: Does Processing Trade Make a Difference?," The World Economy, Wiley Blackwell, vol. 35(12), pages 1795-1824, December.
    26. Artuc, Erhan & Lederman, Daniel & Porto, Guido, 2015. "A mapping of labor mobility costs in the developing world," Journal of International Economics, Elsevier, vol. 95(1), pages 28-41.
    27. Dai, Mi & Maitra, Madhura & Yu, Miaojie, 2016. "Unexceptional exporter performance in China? The role of processing trade," Journal of Development Economics, Elsevier, vol. 121(C), pages 177-189.
    28. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    29. Brambilla, Irene & Porto, Guido G., 2016. "High-income export destinations, quality and wages," Journal of International Economics, Elsevier, vol. 98(C), pages 21-35.
    30. Rafael Dix-Carneiro & Brian K. Kovak, 2017. "Trade Liberalization and Regional Dynamics," American Economic Review, American Economic Association, vol. 107(10), pages 2908-2946, October.
    31. Kiminori Matsuyama, 2007. "Beyond Icebergs: Towards a Theory of Biased Globalization," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(1), pages 237-253.
    32. Erhan Artuç & Shubham Chaudhuri & John McLaren, 2010. "Trade Shocks and Labor Adjustment: A Structural Empirical Approach," American Economic Review, American Economic Association, vol. 100(3), pages 1008-1045, June.
    33. Upward, Richard & Wang, Zheng & Zheng, Jinghai, 2013. "Weighing China’s export basket: The domestic content and technology intensity of Chinese exports," Journal of Comparative Economics, Elsevier, vol. 41(2), pages 527-543.
    34. Sebastian Galiani & Guido G. Porto, 2010. "Trends in Tariff Reforms and in the Structure of Wages," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 482-494, August.
    35. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    36. Pinelopi Koujianou Goldberg & Nina Pavcnik, 2007. "Distributional Effects of Globalization in Developing Countries," Journal of Economic Literature, American Economic Association, vol. 45(1), pages 39-82, March.
    37. Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
    38. Koopman, Robert & Wang, Zhi & Wei, Shang-Jin, 2012. "Estimating domestic content in exports when processing trade is pervasive," Journal of Development Economics, Elsevier, vol. 99(1), pages 178-189.
    39. David Hummels & Rasmus J?rgensen & Jakob Munch & Chong Xiang, 2014. "The Wage Effects of Offshoring: Evidence from Danish Matched Worker-Firm Data," American Economic Review, American Economic Association, vol. 104(6), pages 1597-1629, June.
    40. Chris Milner & Verena Tandrayen, 2007. "The Impact of Exporting and Export Destination on Manufacturing Wages: Evidence for Sub‐Saharan Africa," Review of Development Economics, Wiley Blackwell, vol. 11(1), pages 13-30, February.
    41. Eddy Bekkers & Joseph Francois & Miriam Manchin, 2016. "Trade costs, quality and the skill premium," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(3), pages 1153-1178, August.
    42. Sourafel Girma & Yundan Gong & Holger Görg & Zhihong Yu, 2009. "Can Production Subsidies Explain China's Export Performance? Evidence from Firm‐level Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 863-891, December.
    43. Kalina Manova & Zhiwei Zhang, 2008. "China's exporters and importers: firms, products, and trade partners," Working Paper Series 2008-28, Federal Reserve Bank of San Francisco.
    44. Raveh, Ohad & Reshef, Ariell, 2016. "Capital imports composition, complementarities, and the skill premium in developing countries," Journal of Development Economics, Elsevier, vol. 118(C), pages 183-206.
    45. Bastos, Paulo & Silva, Joana, 2010. "The quality of a firm's exports: Where you export to matters," Journal of International Economics, Elsevier, vol. 82(2), pages 99-111, November.
    46. Chen, Bo & Yu, Miaojie & Yu, Zhihao, 2017. "Measured skill premia and input trade liberalization: Evidence from Chinese firms," Journal of International Economics, Elsevier, vol. 109(C), pages 31-42.
    47. Lei Li, 2020. "Skill-Biased Imports, Human Capital Accumulation, and the Allocation of Talent," CRC TR 224 Discussion Paper Series crctr224_2020_189, University of Bonn and University of Mannheim, Germany.
    48. World Bank, 2016. "World Development Indicators 2016," World Bank Publications - Books, The World Bank Group, number 23969.
    49. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    50. Miaojie Yu, 2015. "Processing Trade, Tariff Reductions and Firm Productivity: Evidence from Chinese Firms," Economic Journal, Royal Economic Society, vol. 125(585), pages 943-988, June.
    51. José Luis Montiel Olea & Carolin Pflueger, 2013. "A Robust Test for Weak Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 358-369, July.
    52. Ana L. Revenga, 1992. "Exporting Jobs?The Impact of Import Competition on Employment and Wages in U. S. Manufacturing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 255-284.
    53. Sheng, Liugang & Yang, Dennis T., 2017. "Offshoring and Wage Inequality: Theory and Evidence from China," IZA Discussion Papers 10924, Institute of Labor Economics (IZA).
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    Keywords

    Export destinations; Skill premium; Manufacturing industries; China JEL Classification: F14; F16; F66; J24; J31;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
    • F66 - International Economics - - Economic Impacts of Globalization - - - Labor

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