Trade Adjustment: Worker-Level Evidence *
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We analyze the effect of exposure to international trade on earnings and employment of U.S. workers from 1992 through 2007 by exploiting industry shocks to import competition stemming from China’s spectacular rise as a manufacturing exporter paired with longitudinal data on individual earnings by employer spanning close to two decades. Individuals who in 1991 worked in manufacturing industries that experienced high subsequent import growth garner lower cumulative earnings, face elevated risk of obtaining public disability benefits, and spend less time working for their initial employers, less time in their initial two-digit manufacturing industries, and more time working elsewhere in manufacturing and outside of manufacturing. Earnings losses are larger for individuals with low initial wages, low initial tenure, and low attachment to the labor force. Low-wage workers churn primarily among manufacturing sectors, where they are repeatedly exposed to subsequent trade shocks. High-wage workers are better able to move across employers with minimal earnings losses and are more likely to move out of manufacturing conditional on separation. These findings reveal that import shocks impose substantial labor adjustment costs that are highly unevenly distributed across workers according to their skill levels and conditions of employment in the pre-shock period.
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This analysis of incumbent workers resembles the research designs of Autor et al. (2014) and Walker (2013).
“This analysis of incumbent workers resembles the research designs ofAutor et al. (2014);Walker (2013).”
From Still Waters, Rapid Currents: Early Labor Market Transformation under Generative AI (2025) · cites this paper as Autor et al. (2014)
Industries more exposed to trade with China have seen lower incomes for affected workers.
“Industries more exposed to trade with China have seen higher exit of plants (Bernard, Jensen, and Schott 2006), larger contractions in employment (Pierce and Schott 2016; Acemoglu et al. 2016), and lower incomes for affected workers (Autor et al. 2014; Galle, Rodríguez-Clare, and Yi 2017; Caliendo, Dvorkin, and Parro 2019; Autor, Dorn, and Hanson 2019).”
From Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure (2020) · cites this paper as Autor et al. 2014
The study isolates the component of growth in US imports from China driven by export-supply growth in China, rather than US product-demand shocks, following the identification strategy in Autor et al. (2014) and Acemoglu et al. (2016).
“We isolate the component of growth in US imports from China that is driven by export-supply growth in China, rather than US product-demand shocks, following the identification strategy in Autor et al. (2014) and Acemoglu et al. (2016).”
From Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure (2020) · cites this paper as Autor et al. 2014
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Research works printed but not linked: 44
- Bernard, Andrew B., J. Bradford Jensen, Stephen J. Redding, Peter K. Schott, 2007. "Firms in International Trade." Journal of Economic Perspectives, 21(3): 105-130.
- Bernard, Andrew B., J. Bradford Jensen, Stephen J. Redding, Peter K. Schott, 2009. "The Margins of U.S. Trade." American Economic Review Papers and Proceedings, 99(2): 487-493.
- Bernard, Andrew B., J. Bradford Jensen and Peter K. Schott. 2006. "Survival of the Best Fit: Exposure to Low-Wage Countries and the (Uneven) Growth of U.S. Manufacturing Plants." Journal of International Economics, 68(1), 219-237.
- Biscourp, Pierre and Francis Kramarz. 2007. "Employment, Skill Structure and International Trade: Firm-level Evidence for France." Journal of International Economics, 72(1), 22-51.
- Black, Dan, Kermit Daniel and Seth Sanders. 2002. "The Impact of Economic Conditions on Participation in Disability Programs: Evidence from the Coal Boom and Bust." American Economic Review, 92(1), 27-50.
- Blum, Bernardo. 2008. "Trade, Technology, and the Rise of the Service Sector: the Effects on US Wage Inequality." Journal of International Economics, 74(2), 441-458.
- Brandt, Loren, Johannes Van Biesebroeck, and Yifan Zhang. 2012. "Creative Accounting or Creative Destruction? Firm-Level Productivity Growth in Chinese Manufacturing." Journal of Development Economics, 97(2): 339-351.
- Chan, Sewin, and Ann Huff Stevens. 2001. "Job Loss and Employment Patterns of Older Workers." Journal of Labor Economics, 19(2): 484-521.
- Chiquiar, Daniel. 2008. "Globalization, Regional Wage Differentials, and the Stolper-Samuelson Theorem: Evidence from Mexico." Journal of International Economics, 74(1), 70-93.
- Chor, Davin. 2010. "Unpacking Sources of Comparative Advantage: A Quantitative Approach." Journal of International Economics, 82: 152-167.
- Couch, Kenneth A, and Dana W Placzek. 2010. "Earnings Losses of Displaced Workers Revis- ited." American Economic Review, 100(1): 572-589.
- Deardorff, Alan V., Robert W. Staiger. 1988. "An Interpretation of the Factor Content of Trade." Journal of International Economics, 24(1-2), 93-107.
- Doms, Mark, Timothy Dunne, and Kenneth R. Troske. 1997. "Workers, Wages, and Technology." Quarterly Journal of Economics, 112(1): 253-290.
- Eaton, Jonathan, and Samuel Kortum. 2002. "Technology, Geography, and Trade." Economet- rica, 70(5), 1741-1779.
- Farber, Henry S. 1999. "Mobility and Stability: The Dynamics of Job Change in Labor Markets." In Orley Ashenfelter and David Cards, eds., Handbook of Labor Economics, Volume 3B, Amsterdam: North Holland, pp. 2439-2484.
- Farber, Henry S. 2005. "What do we know about Job Loss in the United States? Evidence from the Displaced Workers Survey, 1981-2004." Economic Perspectives, Federal Reserve Bank of Chicago (Second Quarter, 2005), pp. 13-28.
- Feenstra, Robert C., and Gordon H. Hanson. 1999. "The Impact of Outsourcing and High- Technology Capital on Wages: Estimates for the U.S., 1979-1990." Quarterly Journal of Economics, 114(3), 907-940.
- Feenstra, Robert C., and Gordon H. Hanson. 2005. "Ownership and Control in Outsourcing to China: Estimating the Property-Rights Theory of the Firm." Quarterly Journal of Economics, 120(2), 729-761.
- Gathmann, Christina and Uta Schönberg. 2010. "How General is Human Capital? A Task-Based Approach." Journal of Labor Economics, 28(1), 1-49.
- Goldberg, Pinelopi Koujianou and Nina Pavcnik. 2003. "The Response of the Informal Sector to Trade Liberalization." Journal of Development Economics, 72(2), 463-496.
- Hanson, Gordon. 2012. "The Rise of Middle Kingdoms: Emerging Economies in Global Trade." Journal of Economic Perspectives, 26(2): 41-64.
- Harrigan, James. 2000. "International Trade and American Wages in General Equilibrium, 1967- 1995." In Robert C. Feenstra, ed., The Impact of International Trade on Wages. Chicago: NBER and University of Chicago Press.
- Helpman, Elhanan, and Oleg Itskhoki. 2010. "Labor Market Rigidities, Trade and Unemploy- ment." Review of Economic Studies, 77: 1100-1137.
- Hsieh, Chang-Tai, and Peter J. Klenow. 2009. "Misallocation and Manufacturing TFP in China and India." Quarterly Journal of Economics, 124(4): 1403-1448.
- Jacobson, Louis S., Robert LaLonde, and Daniel G. Sullivan. 1993. "Earnings Losses of Displaced Workers." American Economic Review, 83(4): 685-709.
- Khandelwal, Amit, Peter Schott, and Shang-Jin Wei. Forthcoming. "Trade Liberalization and Embedded Institutional Reform: Evidence from Chinese Exporters." American Economic Review.
- Kletzer, Lori G. 1989. "Returns to Seniority after Permanent Job Loss." American Economic Review, 79(3): 536-543.
- Kletzer, Lori G. 2000. "Trade and Job Loss in US. Manufacturing, 1979-1994." In Robert C. Feenstra, ed., The Impact of International Trade on Wages, Chicago: NBER and University of Chicago Press, 349-396.
- Koopman, R., Z. Wang, and S. Wei. 2012. "Estimating Domestic Content in Exports when Processing Trade is Pervasive." Journal of Development Economics, 99(1): 178-189.
- Kovak, Brian. forthcoming. "Regional Effects of Trade Reform: What is the Correct Measure of Liberalization?" American Economic Review.
- Krugman, Paul. 1980. "Scale Economies, Product Differentiation, and the Pattern of Trade." American Economic Review, 70(5): 950-959.
- Melitz, Marc J. 2003. "The Impact of Trade on Intra-industry Reallocations and Aggregate Industry Productivity." Econometrica, 71(6): 1695-1725.
- Naughton, Barry. 2007. The Chinese Economy: Transitions and Growth. Cambridge, MA: MIT Press.
- Neal, Derek. 1995. "Industry-Specific Human Capital: Evidence from Displaced Workers." Journal of Labor Economics, 13(4), 653-677.
- Oreopoulos, Philip, Till von Wachter and Andrew Heisz. 2012. "The Short-and Long-Term Career Effects of Graduating in a Recession." American Economic Journal: Applied Economics, 4(1), 1-29.
- Polataev, Maxim, and Chris Robinson. 2008. "Human Capital Specificity: Evidence from the Dictionary of Occupational Titles and Displaced Worker Surveys, 1984-2000." Journal of Labor Economics, 26(3), 387-420.
- Parent, Daniel. 2000. "Industry-Specific Capital and the Wage Profile: Evidence from the National Longitudinal Survey of Youth and the Panel Study of Income Dynamics." Journal of Labor Economics, 18(2), 306-323.
- Peracchi, Franco, and Finis Welch. 1994. "Trends in Labor Force Transitions of Older Men and Women." Journal of Labor Economics, 12(2): 210-242.
- Robertson, Raymond. 2004. "Relative Prices and Wage Inequality: Evidence from Mexico." Journal of International Economics, 64(2), 387-409.
- Rogerson, William, and Robert Shimer. 2011. "Search in Macroeconomic Models of the La- bor Market." In Orley Ashenfelter and David Card, eds., Handbook of Labor Economics, Vol 4A, Amsterdam: Elsevier, 619-700.
- Ruhm, Christopher J. 1991. "Are Workers Permanently Scarred by Job Displacements?" Amer- ican Economic Review, 81(1): 319-24.
- Shikher, Serge. 2011. "Putting Industries into the Eaton-Kortum Model." Journal of Interna- tional Trade and Economic Development, 21(6): 807-837.
- Sullivan, Daniel, and Till von Wachter. 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data." Quarterly Journal of Economics, 124(3): 1265-1306.
- Topalova, Petia. 2010. "Factor Immobility and Regional Impacts of Trade Liberalization: Evi- dence on Poverty from India." American Economic Journal: Applied Economics, 2, 1-41.
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- Authors
- Autor, D. H., Dorn, D., Hanson, G. H., & Song, J.
- Affiliations
- National Bureau of Economic Research (US)
- United States Social Security Administration (US)
- Venue
- The Quarterly Journal of Economics
- Publisher
- Oxford University Press (OUP)
- Published
- 2014-09-24
- Volume
- 129
- Issue
- 4
- Pages
- 1799-1860
- ISSN
- 0033-5533 (ISSN-L)
- 1531-4650
- OpenAlex
- W2116242964
- Cited by
- 803
- References
- 0
- Citations by year
- 2026: 51 · 2025: 75 · 2024: 88 · 2023: 89 · 2022: 79 · 2021: 89 · 2020: 72 · 2019: 58 · 2018: 67 · 2017: 49 · 2016: 42 · 2015: 20 · 2014: 12 · 2013: 5 · 2012: 1
- FWCI
- 115.12
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- The Quarterly Journal of Economics (publishedVersion)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- National Science Foundation (1227334)
- U.S. Social Security Administration
- Ministerio de Ciencia e Innovación
- Topics
- Social Sciences › Economics, Econometrics and Finance › General Economics, Econometrics and Finance › Global trade and economics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Labor market dynamics and wage inequality
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Historical Economic and Social Studies
- Keywords
- trade adjustment, import competition, manufacturing employment, earnings losses, labor mobility, disability benefits, low-wage workers, skill heterogeneity, industry shocks
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