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Educated workers and firms' exporting behavior: The case of China

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  • Yi Che
  • Jinqiu Lv
  • Yan Zhang

Abstract

This article investigates the effect of China's college expansion policy on firms' exporting behavior. Taking advantage of this policy‐induced exogenous surge in skilled labor starting in 2002, our difference‐in‐differences estimates indicate that firms in more human‐capital‐intensive industries have been able to export more since 2002. We further show that this result is robust to a battery of sensitivity tests and controlling for other contemporaneous changes in economic environment. Turning to channels, we find that after 2002, the affected firms experienced greater improvements in product quality and exported relatively more to richer countries.

Suggested Citation

  • Yi Che & Jinqiu Lv & Yan Zhang, 2024. "Educated workers and firms' exporting behavior: The case of China," Review of International Economics, Wiley Blackwell, vol. 32(3), pages 1104-1148, August.
  • Handle: RePEc:bla:reviec:v:32:y:2024:i:3:p:1104-1148
    DOI: 10.1111/roie.12712
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    as
    1. Kalina Manova, 2013. "Credit Constraints, Heterogeneous Firms, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(2), pages 711-744.
    2. Daron Acemoglu & Amy Finkelstein, 2008. "Input and Technology Choices in Regulated Industries: Evidence from the Health Care Sector," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 837-880, October.
    3. repec:clu:wpaper:0708-12 is not listed on IDEAS
    4. Thierry Mayer & Marc J. Melitz & Gianmarco I. P. Ottaviano, 2021. "Market Size, Competition, and the Product Mix of Exporters," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 5, pages 109-150, World Scientific Publishing Co. Pte. Ltd..
    5. C. Fred Bergsten & Joseph E. Gagnon, 2017. "Currency Conflict and Trade Policy: A New Strategy for the United States," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 7267, April.
    6. Daron Acemoglu & Fabrizio Zilibotti, 2001. "Productivity Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 563-606.
    7. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2012. "The Empirics of Firm Heterogeneity and International Trade," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 283-313, July.
    8. Amit Khandelwal, 2010. "The Long and Short (of) Quality Ladders," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(4), pages 1450-1476.
    9. Jonathan Eaton & Samuel Kortum & Francis Kramarz, 2011. "An Anatomy of International Trade: Evidence From French Firms," Econometrica, Econometric Society, vol. 79(5), pages 1453-1498, September.
    10. Ahn, JaeBin & Khandelwal, Amit K. & Wei, Shang-Jin, 2011. "The role of intermediaries in facilitating trade," Journal of International Economics, Elsevier, vol. 84(1), pages 73-85, May.
    11. Hsieh, Chang-Tai & Ossa, Ralph, 2016. "A global view of productivity growth in China," Journal of International Economics, Elsevier, vol. 102(C), pages 209-224.
    12. Feng, Ling & Li, Zhiyuan & Swenson, Deborah L., 2016. "The connection between imported intermediate inputs and exports: Evidence from Chinese firms," Journal of International Economics, Elsevier, vol. 101(C), pages 86-101.
    13. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    14. 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.
    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. Costas Arkolakis & Svetlana Demidova & Peter J. Klenow & Andres Rodriguez-Clare, 2008. "Endogenous Variety and the Gains from Trade," American Economic Review, American Economic Association, vol. 98(2), pages 444-450, May.
    17. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    18. Chenggang Xu, 2011. "The Fundamental Institutions of China's Reforms and Development," Journal of Economic Literature, American Economic Association, vol. 49(4), pages 1076-1151, December.
    19. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2007. "Comparative Advantage and Heterogeneous Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(1), pages 31-66.
    20. Amit K. Khandelwal & Peter K. Schott & Shang-Jin Wei, 2013. "Trade Liberalization and Embedded Institutional Reform: Evidence from Chinese Exporters," American Economic Review, American Economic Association, vol. 103(6), pages 2169-2195, October.
    21. Costas Arkolakis, 2010. "Market Penetration Costs and the New Consumers Margin in International Trade," Journal of Political Economy, University of Chicago Press, vol. 118(6), pages 1151-1199.
    22. Justin R. Pierce & Peter K. Schott, 2016. "The Surprisingly Swift Decline of US Manufacturing Employment," American Economic Review, American Economic Association, vol. 106(7), pages 1632-1662, July.
    23. Maurice Kugler & Eric Verhoogen, 2012. "Prices, Plant Size, and Product Quality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 307-339.
    24. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1727-1767.
    25. Bowen, Harry P & Leamer, Edward E & Sveikauskas, Leo, 1987. "Multicountry, Multifactor Tests of the Factor Abundance Theory," American Economic Review, American Economic Association, vol. 77(5), pages 791-809, December.
    26. Daron Acemoglu & Pol Antràs & Elhanan Helpman, 2007. "Contracts and Technology Adoption," American Economic Review, American Economic Association, vol. 97(3), pages 916-943, June.
    27. Ana Cecília Fieler & Marcela Eslava & Daniel Yi Xu, 2018. "Trade, Quality Upgrading, and Input Linkages: Theory and Evidence from Colombia," American Economic Review, American Economic Association, vol. 108(1), pages 109-146, January.
    28. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    29. Chang-Tai Hsieh & Zheng (Michael) Song, 2015. "Grasp the Large, Let Go of the Small: The Transformation of the State Sector in China," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 295-366.
    30. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    31. Kyle Handley & Nuno Limão, 2018. "Policy Uncertainty, Trade, and Welfare: Theory and Evidence for China and the United States," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 5, pages 123-175, World Scientific Publishing Co. Pte. Ltd..
    32. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    33. Antonio Ciccone & Elias Papaioannou, 2009. "Human Capital, the Structure of Production, and Growth," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 66-82, February.
    34. Gandal, Neil & Hanson, Gordon H. & Slaughter, M.J.Matthew J., 2004. "Technology, trade, and adjustment to immigration in Israel," European Economic Review, Elsevier, vol. 48(2), pages 403-428, April.
    35. repec:hal:spmain:info:hdl:2441/6g0gsihsjmn5snc9pb0jo6hhp is not listed on IDEAS
    36. Bai, Chong-En & Li, David D. & Tao, Zhigang & Wang, Yijiang, 2000. "A Multitask Theory of State Enterprise Reform," Journal of Comparative Economics, Elsevier, vol. 28(4), pages 716-738, December.
    37. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    38. Pinelopi Goldberg & Amit Khandelwal & Nina Pavcnik & Petia Topalova, 2009. "Trade Liberalization and New Imported Inputs," American Economic Review, American Economic Association, vol. 99(2), pages 494-500, May.
    39. 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.
    40. Thomas J. Holmes & James A. Schmitz, 2010. "Competition and Productivity: A Review of Evidence," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 619-642, September.
    41. 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.
    42. repec:oup:ecpoli:v:23:y:2008:i::p:5-49 is not listed on IDEAS
    43. Chang-Tai Hsieh & Zheng (Michael) Song, 2015. "Grasp the Large, Let Go of the Small: The Transformation of the State Sector in China," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 50(1 (Spring), pages 295-366.
    44. Nathan Nunn, 2007. "Relationship-Specificity, Incomplete Contracts, and the Pattern of Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 569-600.
    45. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    46. John Romalis, 2004. "Factor Proportions and the Structure of Commodity Trade," American Economic Review, American Economic Association, vol. 94(1), pages 67-97, March.
    47. Hallak, Juan Carlos, 2006. "Product quality and the direction of trade," Journal of International Economics, Elsevier, vol. 68(1), pages 238-265, January.
    48. Yi Che & Lei Zhang, 2018. "Human Capital, Technology Adoption and Firm Performance: Impacts of China's Higher Education Expansion in the Late 1990s," Economic Journal, Royal Economic Society, vol. 128(614), pages 2282-2320, September.
    49. Artopoulos, Alejandro & Friel, Daniel & Hallak, Juan Carlos, 2013. "Export emergence of differentiated goods from developing countries: Export pioneers and business practices in Argentina," Journal of Development Economics, Elsevier, vol. 105(C), pages 19-35.
    50. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    51. Lu, Yi & Tao, Zhigang & Zhu, Lianming, 2017. "Identifying FDI spillovers," Journal of International Economics, Elsevier, vol. 107(C), pages 75-90.
    52. John Baldwin & Wulong Gu, 2009. "The Impact of Trade on Plant Scale, Production-Run Length and Diversification," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 557-592, National Bureau of Economic Research, Inc.
    53. 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.
    54. Chang-Tai Hsieh & Zheng (Michael) Song, 2015. "Grasp the Large, Let Go of the Small: The Transformation of the State Sector in China," NBER Working Papers 21006, National Bureau of Economic Research, Inc.
    55. Maurice Kugler & Eric Verhoogen, 2009. "Plants and Imported Inputs: New Facts and an Interpretation," American Economic Review, American Economic Association, vol. 99(2), pages 501-507, May.
    56. Peter K. Schott, 2004. "Across-Product Versus Within-Product Specialization in International Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 647-678.
    57. Robert C. Feenstra & Zhiyuan Li & Miaojie Yu, 2014. "Exports and Credit Constraints under Incomplete Information: Theory and Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 729-744, October.
    58. Peter K. Schott, 2008. "The relative sophistication of Chinese exports [‘Manufacturing Earnings and Compensation in China’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(53), pages 6-49.
    59. 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.
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