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Skill Acquisition and the Gains from Trade: A Cross-country Quantitative Analysis

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  • Ma, Xiao
  • Nakab, Alejandro
  • Zhang, Yiran

Abstract

This paper studies the impact of trade openness on welfare through alterations in workers' skill acquisition. We integrate endogenous choices of learning investments into a multisector Eaton-Kortum model. In the model, workers can opt to become skilled through education and further enhance their human capital via on-the-job training. Both education and on-the-job training entail time and material costs. Our model reveals that trade openness influences skill acquisition by: (1) reallocating labor between sectors, as skill intensities and on-the-job learning opportunities vary across sectors; and (2) allowing producers in each country to source varieties from more cost-effective suppliers in other countries, thus reducing unit costs of material inputs and raising real wage rates. Our calibrated model indicates that the gains in skill acquisition account for 20% of the total gains from trade. We also find that the gains in skill acquisition primarily stem from increased real wage rates that encourage skill acquisition.

Suggested Citation

  • Ma, Xiao & Nakab, Alejandro & Zhang, Yiran, 2023. "Skill Acquisition and the Gains from Trade: A Cross-country Quantitative Analysis," MPRA Paper 117808, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:117808
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    References listed on IDEAS

    as
    1. Harris, Richard G. & Robertson, Peter E., 2013. "Trade, wages and skill accumulation in the emerging giants," Journal of International Economics, Elsevier, vol. 89(2), pages 407-421.
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Findlay, Ronald & Kierzkowski, Henryk, 1983. "International Trade and Human Capital: A Simple General Equilibrium Model," Journal of Political Economy, University of Chicago Press, vol. 91(6), pages 957-978, December.
    4. David Lagakos & Benjamin Moll & Tommaso Porzio & Nancy Qian & Todd Schoellman, 2018. "Life Cycle Wage Growth across Countries," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 797-849.
    5. Simonovska, Ina & Waugh, Michael E., 2014. "The elasticity of trade: Estimates and evidence," Journal of International Economics, Elsevier, vol. 92(1), pages 34-50.
    6. R. Jason Faberman & Andreas I. Mueller & Ayşegül Şahin & Giorgio Topa, 2022. "Job Search Behavior Among the Employed and Non‐Employed," Econometrica, Econometric Society, vol. 90(4), pages 1743-1779, July.
    7. Bryan, Gharad & Morten, Melanie, 2019. "The aggregate productivity effects of internal migration: evidence from Indonesia," LSE Research Online Documents on Economics 88177, London School of Economics and Political Science, LSE Library.
    8. Nelson Lind & Natalia Ramondo, 2023. "Trade with Correlation," American Economic Review, American Economic Association, vol. 113(2), pages 317-353, February.
    9. Thomas Sampson, 2016. "Dynamic Selection: An Idea Flows Theory of Entry, Trade, and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(1), pages 315-380.
    10. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    11. Eric V. Edmonds & Nina Pavcnik & Petia Topalova, 2010. "Trade Adjustment and Human Capital Investments: Evidence from Indian Tariff Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 42-75, October.
    12. Daron Acemoglu & Jörn-Steffen Pischke, 1998. "Why Do Firms Train? Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 79-119.
    13. Daron Acemoglu & Fabrizio Zilibotti, 2001. "Productivity Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 563-606.
    14. Daron Acemoglu, 1997. "Training and Innovation in an Imperfect Labour Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 445-464.
    15. Victoria Gregory, 2020. "Firms as Learning Environments: Implications for Earnings Dynamics and Job Search," Working Papers 2020-036, Federal Reserve Bank of St. Louis, revised Sep 2023.
    16. Francesco Caselli & Antonio Ciccone, 2019. "The Human Capital Stock: A Generalized Approach: Comment," American Economic Review, American Economic Association, vol. 109(3), pages 1155-1174, March.
    17. Das, Satya P., 2006. "Trade, skill acquisition and distribution," Journal of Development Economics, Elsevier, vol. 81(1), pages 118-141, October.
    18. Niklas Engbom, 2022. "Labor Market Fluidity and Human Capital Accumulation," NBER Working Papers 29698, National Bureau of Economic Research, Inc.
    19. Jesper Bagger & Francois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages," Post-Print hal-01301431, HAL.
    20. Rodrigo Adao & Arnaud Costinot & Dave Donaldson, 2017. "Nonparametric Counterfactual Predictions in Neoclassical Models of International Trade," American Economic Review, American Economic Association, vol. 107(3), pages 633-689, March.
    21. Falvey, Rod & Greenaway, David & Silva, Joana, 2010. "Trade liberalisation and human capital adjustment," Journal of International Economics, Elsevier, vol. 81(2), pages 230-239, July.
    22. Mark Aguiar & Erik Hurst, 2013. "Deconstructing Life Cycle Expenditure," Journal of Political Economy, University of Chicago Press, vol. 121(3), pages 437-492.
    23. Eric W. Bond & Kathleen Trask & Ping Wang, 2003. "Factor Accumulation and Trade: Dynamic Comparative Advantage with Endogenous Physical and Human Capital," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(3), pages 1041-1060, August.
    24. Edward P. Lazear, 2009. "Firm-Specific Human Capital: A Skill-Weights Approach," Journal of Political Economy, University of Chicago Press, vol. 117(5), pages 914-940, October.
    25. David Lagakos & Michael E. Waugh, 2013. "Selection, Agriculture, and Cross-Country Productivity Differences," American Economic Review, American Economic Association, vol. 103(2), pages 948-980, April.
    26. Simon Galle & Andrés Rodríguez-Clare & Moises Yi, 2023. "Slicing the Pie: Quantifying the Aggregate and Distributional Effects of Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(1), pages 331-375.
    27. Robert Dekle & Jonathan Eaton & Samuel Kortum, 2008. "Global Rebalancing with Gravity: Measuring the Burden of Adjustment," IMF Staff Papers, Palgrave Macmillan, vol. 55(3), pages 511-540, July.
    28. Lorenzo Caliendo & Fernando Parro, 2015. "Estimates of the Trade and Welfare Effects of NAFTA," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 1-44.
    29. Todd Schoellman, 2012. "Education Quality and Development Accounting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 388-417.
    30. Francesco Caselli & Antonio Ciccone, 2019. "The Human Capital Stock: A Generalized Approach Comment," CRC TR 224 Discussion Paper Series crctr224_2019_086, University of Bonn and University of Mannheim, Germany.
    31. Jesse Perla & Christopher Tonetti & Michael E. Waugh, 2021. "Equilibrium Technology Diffusion, Trade, and Growth," American Economic Review, American Economic Association, vol. 111(1), pages 73-128, January.
    32. James Heckman & Lance Lochner & Christopher Taber, 1998. "Explaining Rising Wage Inequality: Explanations With A Dynamic General Equilibrium Model of Labor Earnings With Heterogeneous Agents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(1), pages 1-58, January.
    33. Ariel Burstein & Jonathan Vogel, 2017. "International Trade, Technology, and the Skill Premium," Journal of Political Economy, University of Chicago Press, vol. 125(5), pages 1356-1412.
    34. Francisco J. Buera & Ezra Oberfield, 2020. "The Global Diffusion of Ideas," Econometrica, Econometric Society, vol. 88(1), pages 83-114, January.
    35. Ricardo Reyes-Heroles & Sharon Traiberman & Eva Van Leemput, 2020. "Emerging Markets and the New Geography of Trade: The Effects of Rising Trade Barriers," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 68(3), pages 456-508, September.
    36. 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.
    37. Lorenzo Caliendo & Maximiliano Dvorkin & Fernando Parro, 2019. "Trade and Labor Market Dynamics: General Equilibrium Analysis of the China Trade Shock," Econometrica, Econometric Society, vol. 87(3), pages 741-835, May.
    38. Chang‐Tai Hsieh & Erik Hurst & Charles I. Jones & Peter J. Klenow, 2019. "The Allocation of Talent and U.S. Economic Growth," Econometrica, Econometric Society, vol. 87(5), pages 1439-1474, September.
    39. Benjamin F. Jones, 2014. "The Human Capital Stock: A Generalized Approach," American Economic Review, American Economic Association, vol. 104(11), pages 3752-3777, November.
    40. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    41. Eaton, Jonathan & Kortum, Samuel, 1999. "International Technology Diffusion: Theory and Measurement," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 537-570, August.
    42. Gharad Bryan & Melanie Morten, 2019. "The Aggregate Productivity Effects of Internal Migration: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2229-2268.
    43. Rodolfo E. Manuelli & Ananth Seshadri, 2014. "Human Capital and the Wealth of Nations," American Economic Review, American Economic Association, vol. 104(9), pages 2736-2762, September.
    44. 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.
    45. Natalia Ramondo & Andrés Rodríguez-Clare, 2013. "Trade, Multinational Production, and the Gains from Openness," Journal of Political Economy, University of Chicago Press, vol. 121(2), pages 273-322.
    46. Rafael Dix‐Carneiro, 2014. "Trade Liberalization and Labor Market Dynamics," Econometrica, Econometric Society, vol. 82(3), pages 825-885, May.
    47. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    48. Danziger, Eliav, 2017. "Skill acquisition and the dynamics of trade-induced inequality," Journal of International Economics, Elsevier, vol. 107(C), pages 60-74.
    49. Fernando E. Alvarez & Francisco J. Buera & Robert E. Lucas, Jr., 2013. "Idea Flows, Economic Growth, and Trade," NBER Working Papers 19667, National Bureau of Economic Research, Inc.
    50. Borsook, I., 1987. "Earnings, ability and international trade," Journal of International Economics, Elsevier, vol. 22(3-4), pages 281-295, May.
    51. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    52. Li, Bingjing, 2018. "Export expansion, skill acquisition and industry specialization: evidence from china," Journal of International Economics, Elsevier, vol. 114(C), pages 346-361.
    53. Keith Head & John Ries, 2001. "Increasing Returns versus National Product Differentiation as an Explanation for the Pattern of U.S.-Canada Trade," American Economic Review, American Economic Association, vol. 91(4), pages 858-876, September.
    54. Tommaso Porzio & Federico Rossi & Gabriella Santangelo, 2022. "The Human Side of Structural Transformation," American Economic Review, American Economic Association, vol. 112(8), pages 2774-2814, August.
    55. Ashish Lall & Chris Sakellariou, 2010. "Evolution of Education Premiums in Cambodia: 1997–2007," Asian Economic Journal, East Asian Economic Association, vol. 24(4), pages 333-354, December.
    56. Fernando Parro, 2013. "Capital-Skill Complementarity and the Skill Premium in a Quantitative Model of Trade," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 72-117, April.
    57. Jesper Bagger & Francois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages," Post-Print hal-01301431, HAL.
    58. Junichi Fujimoto & David Lagakos & Mitchell VanVuren, 2023. "Macroeconomic Effects of ‘Free’ Secondary Schooling in the Developing World," NBER Working Papers 31029, National Bureau of Economic Research, Inc.
    59. Chari, V V & Hopenhayn, Hugo, 1991. "Vintage Human Capital, Growth, and the Diffusion of New Technology," Journal of Political Economy, University of Chicago Press, vol. 99(6), pages 1142-1165, December.
    60. David Baqaee & Emmanuel Farhi, 2019. "Networks, Barriers, and Trade," NBER Working Papers 26108, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    gains from trade; education; on-the-job learning;
    All these keywords.

    JEL classification:

    • F1 - International Economics - - Trade
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor

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