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College Expansion, Trade and Innovation: Evidence from China

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  • Ma, Xiao

Abstract

This paper examines how China’s expansion of college education since 1999 affects innovation and exports’ skill content. I develop a two-country spatial equilibrium model, featuring skill intensity differences across industries and heterogeneous firms’ innovation and exporting choices. I empirically validate my model mechanisms about how the college expansion affects innovation and exports, exploiting differential supply shocks of college-educated workers across regions due to historical college endowments. I apply the resulting reduced-form estimates in the calibration to discipline key elasticities that determine the magnitude of export expansion. Under different assumptions about firm entry, I find that China’s college expansion explained 40–70% of increases in China’s manufacturing R&D intensity between 2003–2018 and triggered export skill upgrading. I also find that trade openness amplified the impact of this education policy change on China’s innovation and production.

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  • Ma, Xiao, 2020. "College Expansion, Trade and Innovation: Evidence from China," MPRA Paper 109469, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:109469
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    as
    1. Valero, Anna & Van Reenen, John, 2019. "The economic impact of universities: Evidence from across the globe," Economics of Education Review, Elsevier, vol. 68(C), pages 53-67.
    2. Juan Carlos Suárez Serrato & Owen Zidar, 2016. "Who Benefits from State Corporate Tax Cuts? A Local Labor Markets Approach with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 106(9), pages 2582-2624, September.
    3. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 705-746.
    4. Simonovska, Ina & Waugh, Michael E., 2014. "The elasticity of trade: Estimates and evidence," Journal of International Economics, Elsevier, vol. 92(1), pages 34-50.
    5. Treb Allen & Costas Arkolakis, 2014. "Trade and the Topography of the Spatial Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1085-1140.
    6. Trevor Tombe & Xiaodong Zhu, 2019. "Trade, Migration, and Productivity: A Quantitative Analysis of China," American Economic Review, American Economic Association, vol. 109(5), pages 1843-1872, May.
    7. Judith M. Dean & Mary E. Lovely, 2010. "Trade Growth, Production Fragmentation, and China's Environment," NBER Chapters, in: China's Growing Role in World Trade, pages 429-469, National Bureau of Economic Research, Inc.
    8. John Romalis, 2004. "Factor Proportions and the Structure of Commodity Trade," American Economic Review, American Economic Association, vol. 94(1), pages 67-97, March.
    9. Konstantin Kucheryavyy & Gary Lyn & Andrés Rodríguez-Clare, 2023. "Grounded by Gravity: A Well-Behaved Trade Model with Industry-Level Economies of Scale," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(2), pages 372-412, April.
    10. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    11. Hiau Looi Kee & Heiwai Tang, 2016. "Domestic Value Added in Exports: Theory and Firm Evidence from China," American Economic Review, American Economic Association, vol. 106(6), pages 1402-1436, June.
    12. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    13. Daron Acemoglu & Joshua Linn, 2004. "Market Size in Innovation: Theory and Evidence from the Pharmaceutical Industry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(3), pages 1049-1090.
    14. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    15. Felix Tintelnot, 2017. "Global Production with Export Platforms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 157-209.
    16. Costas Arkolakis & Natalia Ramondo & Andrés Rodríguez-Clare & Stephen Yeaple, 2018. "Innovation and Production in the Global Economy," American Economic Review, American Economic Association, vol. 108(8), pages 2128-2173, August.
    17. Lorenzo Caliendo & Robert C. Feenstra & John Romalis & Alan M. Taylor, 2015. "Tariff Reductions, Entry, and Welfare: Theory and Evidence for the Last Two Decades," NBER Working Papers 21768, National Bureau of Economic Research, Inc.
    18. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    19. Lorenzo Caliendo & Maximiliano Dvorkin & Fernando Parro, 2015. "The Impact of Trade on Labor Market Dynamics," NBER Working Papers 21149, National Bureau of Economic Research, Inc.
    20. Kjetil Storesletten & Bo Zhao & Fabrizio Zilibotti, 2019. "Business Cycle during Structural Change: Arthur Lewis' Theory from a Neoclassical Perspective," Cowles Foundation Discussion Papers 2191, Cowles Foundation for Research in Economics, Yale University.
    21. Andrew Atkeson & Ariel Tomás Burstein, 2010. "Innovation, Firm Dynamics, and International Trade," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 433-484, June.
    22. Hao, Tongtong & Sun, Ruiqi & Tombe, Trevor & Zhu, Xiaodong, 2020. "The effect of migration policy on growth, structural change, and regional inequality in China," Journal of Monetary Economics, Elsevier, vol. 113(C), pages 112-134.
    23. Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2021. "Notching R&D Investment with Corporate Income Tax Cuts in China," American Economic Review, American Economic Association, vol. 111(7), pages 2065-2100, July.
    24. Ernest Miguelez & Ufuk Akcigit & Stefanie Stantcheva & Valerio Sterzi & Santiago Caicedo, 2018. "Dancing with the Stars: Innovation Through Interactions," Post-Print hal-02274133, HAL.
    25. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    26. 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.
    27. Costas Arkolakis, 2016. "A Unified Theory of Firm Selection and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(1), pages 89-155.
    28. Paolo Zacchia, 2020. "Knowledge Spillovers through Networks of Scientists," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(4), pages 1989-2018.
    29. 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.
    30. Gene M. Grossman & Elhanan Helpman, 2018. "Growth, Trade, and Inequality," Econometrica, Econometric Society, vol. 86(1), pages 37-83, January.
    31. 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.
    32. Loren Brandt & Gueorgui Kambourov & Kjetil Storesletten, 2018. "Barriers to Entry and Regional Economic Growth in China," Working Papers tecipa-622, University of Toronto, Department of Economics.
    33. Shawn Kantor & Alexander Whalley, 2014. "Knowledge Spillovers from Research Universities: Evidence from Endowment Value Shocks," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 171-188, March.
    34. Tor Jakob Klette & Samuel Kortum, 2004. "Innovating Firms and Aggregate Innovation," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 986-1018, October.
    35. Eaton, Jonathan & Kortum, Samuel, 2001. "Technology, trade, and growth: A unified framework," European Economic Review, Elsevier, vol. 45(4-6), pages 742-755, May.
    36. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    37. 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.
    38. Hu, Albert Guangzhou & Jefferson, Gary H., 2009. "A great wall of patents: What is behind China's recent patent explosion?," Journal of Development Economics, Elsevier, vol. 90(1), pages 57-68, September.
    39. Robert C. Johnson & Guillermo Noguera, 2017. "A Portrait of Trade in Value-Added over Four Decades," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 896-911, December.
    40. Jingting Fan, 2019. "Internal Geography, Labor Mobility, and the Distributional Impacts of Trade," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 252-288, July.
    41. Shang-Jin Wei & Zhuan Xie & Xiaobo Zhang, 2017. "From "Made in China" to "Innovated in China": Necessity, Prospect, and Challenges," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 49-70, Winter.
    42. 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.
    43. Erzo G. J. Luttmer, 2007. "Selection, Growth, and the Size Distribution of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1103-1144.
    44. Philippe Aghion, 2009. "Growth and Education," World Bank Publications - Books, The World Bank Group, number 27936.
    45. repec:fth:bosecd:110 is not listed on IDEAS
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    Cited by:

    1. David Autor & David Dorn & Gordon Hanson, 2021. "On the Persistence of the China Shock," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 52(2 (Fall)), pages 381-476.

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    More about this item

    Keywords

    College Expansion; Trade; Innovation;
    All these keywords.

    JEL classification:

    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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