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Labor Reallocation in Response to Trade Reform

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  • Muendler, Marc-Andreas

Abstract

Tracking individual workers across employers and industries after Brazil's trade liberalization in the 1990's shows that foreign import penetration and tariff reductions trigger worker displacements but that neither comparative-advantage industries nor exporters absorb displaced workers for years. There are significantly more displacements and fewer accessions in comparative-advantage industries and at exporters. These findings are robust to instrumenting trade barriers and export status with product demand at Brazil's export destinations and real exchange rate components. Worker effects are important predictors of labor turnover. Trade liberalization is assoicated with significantly more transitions to informal work status and self-employment. Output is reallocated to more productive firms but, given fast labor-productivity growth, this product reallocationi is not accompanied by similar labor reallocation.

Suggested Citation

  • Muendler, Marc-Andreas, 2007. "Labor Reallocation in Response to Trade Reform," University of California at San Diego, Economics Working Paper Series qt3cm38535, Department of Economics, UC San Diego.
  • Handle: RePEc:cdl:ucsdec:qt3cm38535
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    1. Levinsohn, James, 1999. "Employment responses to international liberalization in Chile," Journal of International Economics, Elsevier, vol. 47(2), pages 321-344, April.
    2. Petia Topalova, 2010. "Factor Immobility and Regional Impacts of Trade Liberalization: Evidence on Poverty from India," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 1-41, October.
    3. Mussa, Michael, 1978. "Dynamic Adjustment in the Heckscher-Ohlin-Samuelson Model," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 775-791, October.
    4. Eslava, Marcela & Haltiwanger, John & Kugler, Adriana & Kugler, Maurice, 2004. "The effects of structural reforms on productivity and profitability enhancing reallocation: evidence from Colombia," Journal of Development Economics, Elsevier, vol. 75(2), pages 333-371, December.
    5. Nina Pavcnik, 2002. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 245-276.
    6. Alejandro Cuñat & Marc J. Melitz, 2012. "Volatility, Labor Market Flexibility, And The Pattern Of Comparative Advantage," Journal of the European Economic Association, European Economic Association, vol. 10(2), pages 225-254, April.
    7. Naércio Aquino Menezes Filho & Marc-Andreas Muendler, 2007. "Labor Reallocation in Response to Trade Reform," CESifo Working Paper Series 1936, CESifo.
    8. Maurice Obstfeld & Kenneth S. Rogoff, 1996. "Foundations of International Macroeconomics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262150476, December.
    9. Juan C. Botero & Simeon Djankov & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2004. "The Regulation of Labor," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(4), pages 1339-1382.
    10. J. Peter Neary, 2002. "Competition, Trade and Wages," International Economic Association Series, in: David Greenaway & Richard Upward & Katharine Wakelin (ed.), Trade, Investment, Migration and Labour Market Adjustment, chapter 3, pages 28-46, Palgrave Macmillan.
    11. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    12. Hartmut Egger & Udo Kreickemeier, 2017. "Firm Heterogeneity and the Labor Market Effects of Trade Liberalization," World Scientific Book Chapters, in: International Trade and Labor Markets Welfare, Inequality and Unemployment, chapter 10, pages 265-306, World Scientific Publishing Co. Pte. Ltd..
    13. A. Kerem Co?ar & Nezih Guner & James Tybout, 2016. "Firm Dynamics, Job Turnover, and Wage Distributions in an Open Economy," American Economic Review, American Economic Association, vol. 106(3), pages 625-663, March.
    14. Saint-Paul, Gilles, 1997. "Is labour rigidity harming Europe's competitiveness? The effect of job protection on the pattern of trade and welfare," European Economic Review, Elsevier, vol. 41(3-5), pages 499-506, April.
    15. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    16. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    17. repec:idb:brikps:59978 is not listed on IDEAS
    18. Rafael Dix‐Carneiro, 2014. "Trade Liberalization and Labor Market Dynamics," Econometrica, Econometric Society, vol. 82(3), pages 825-885, May.
    19. Cameron, A. Colin & Gelbach, Jonah B. & Miller, Douglas L., 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(2), pages 238-249.
    20. Koujianou Goldberg, Pinelopi & Pavcnik, Nina, 2003. "The response of the informal sector to trade liberalization," Journal of Development Economics, Elsevier, vol. 72(2), pages 463-496, December.
    21. Janet Currie & Ann Harrison, 2022. "Sharing the Costs: The Impact of Trade Reform on Capital and Labor in Morocco," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 2, pages 15-42, World Scientific Publishing Co. Pte. Ltd..
    22. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    23. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    24. 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.
    25. Asano, Seki & Fiuza, Eduardo P. S., 2003. "Estimation of the Brazilian Consumer Demand System," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 23(2), November.
    26. 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.
    27. Gustavo Gonzaga, 2003. "Labor Turnover and Labor Legislation in Brazil," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2003), pages 165-222, August.
    28. Charles R. Hulten & Edwin R. Dean & Michael J. Harper, 2001. "New Developments in Productivity Analysis," NBER Books, National Bureau of Economic Research, Inc, number hult01-1, March.
    29. Wacziarg, Romain & Wallack, Jessica Seddon, 2004. "Trade liberalization and intersectoral labor movements," Journal of International Economics, Elsevier, vol. 64(2), pages 411-439, December.
    30. Philippe Aghion & Richard Blundell & Rachel Griffith & Peter Howitt & Susanne Prantl, 2009. "The Effects of Entry on Incumbent Innovation and Productivity," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 20-32, February.
    31. Barry P. Bosworth & Susan M. Collins, 2003. "The Empirics of Growth: An Update," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 113-206.
    32. Davidson, Carl & Martin, Lawrence & Matusz, Steven, 1999. "Trade and search generated unemployment," Journal of International Economics, Elsevier, vol. 48(2), pages 271-299, August.
    33. repec:rus:hseeco:122439 is not listed on IDEAS
    34. Eslava, Marcela & Haltiwanger, John & Kugler, Adriana & Kugler, Maurice, 2004. "The effects of structural reforms on productivity and profitabality enhancing reallocation: evidence from Colombia," Discussion Paper Series In Economics And Econometrics 0408, Economics Division, School of Social Sciences, University of Southampton.
    35. Marc-Andreas Muendler, 2004. "Trade, Technology, and Productivity: A Study of Brazilian Manufacturers, 1986-1998," CESifo Working Paper Series 1148, CESifo.
    36. Biscourp, Pierre & Kramarz, Francis, 2007. "Employment, skill structure and international trade: Firm-level evidence for France," Journal of International Economics, Elsevier, vol. 72(1), pages 22-51, May.
    37. John Haltiwanger & Adriana Kugler & Maurice Kugler & Alejandro Micco & Carmen Pages, 2004. "Effects of tariffs and real exchange rates on job reallocation: evidence from Latin America," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 7(4), pages 191-208.
    38. Eduardo Pontual Ribeiro & Carlos H. Corseuil, 2004. "Trade Liberalization, the Exchange Rate and Job and Worker Flows in Brazil," Econometric Society 2004 Latin American Meetings 296, Econometric Society.
    39. Elhanan Helpman & Oleg Itskhoki & Stephen Redding, 2010. "Inequality and Unemployment in a Global Economy," Econometrica, Econometric Society, vol. 78(4), pages 1239-1283, July.
    40. Carmen Pagés & Stefano Scarpetta & Gaëlle Pierre, 2009. "Job Creation in Latin America and the Caribbean: Recent Trends and Policy Challenges," IDB Publications (Books), Inter-American Development Bank, number 59978, February.
    41. Mortensen, Dale T., 1994. "The cyclical behavior of job and worker flows," Journal of Economic Dynamics and Control, Elsevier, vol. 18(6), pages 1121-1142, November.
    42. 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.
    43. Richard A. Brecher, 1974. "Minimum Wage Rates and the Pure Theory of International Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 88(1), pages 98-116.
    44. Eduardo Pontual Ribeiro & Carlos Corseuil & Daniel Santos & Paulo Furtado & Brunu Amorim & Luciana Servo & Andre Souza, 2004. "Trade liberalization, the exchange rate and job flows in Brazil," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 7(4), pages 209-223.
    45. repec:pri:cepsud:212dix-carneiro is not listed on IDEAS
    46. Steven J. Davis & John Haltiwanger, 1992. "Gross Job Creation, Gross Job Destruction, and Employment Reallocation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
    47. James J. Heckman & Carmen Pagés, 2004. "Law and Employment: Lessons from Latin America and the Caribbean," NBER Books, National Bureau of Economic Research, Inc, number heck04-1, March.
    48. Pagés, Carmen & Scarpetta, Stefano & Pierre, Gaëlle, 2009. "Job Creation in Latin America and the Caribbean: Recent Trends and Policy Challenges," IDB Publications (Books), Inter-American Development Bank, number 360.
    49. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2011. "Multiproduct Firms and Trade Liberalization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(3), pages 1271-1318.
    50. 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.
    51. Ederington, Josh & McCalman, Phillip, 2008. "Endogenous firm heterogeneity and the dynamics of trade liberalization," Journal of International Economics, Elsevier, vol. 74(2), pages 422-440, March.
    52. Aguayo-Téllez, Ernesto & Muendler, Marc-Andreas & Poole, Jennifer P., 2010. "Globalization and Formal Sector Migration in Brazil," World Development, Elsevier, vol. 38(6), pages 840-856, June.
    53. Nina Pavcnik & Andreas Blom & Pinelopi Goldberg & Norbert Schady, 2004. "Trade Liberalization and Industry Wage Structure: Evidence from Brazil," The World Bank Economic Review, World Bank, vol. 18(3), pages 319-344.
    54. 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.
    55. Freeman, Richard B. & Katz, Lawrence F. (ed.), 1995. "Differences and Changes in Wage Structures," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226261607, December.
    56. Gueorgui Kambourov, 2009. "Labour Market Regulations and the Sectoral Reallocation of Workers: The Case of Trade Reforms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1321-1358.
    57. Hasan, Rana & Mitra, Devashish & Ranjan, Priya & Ahsan, Reshad N., 2012. "Trade liberalization and unemployment: Theory and evidence from India," Journal of Development Economics, Elsevier, vol. 97(2), pages 269-280.
    58. 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.
    59. Carmen Pagés & Gaëlle Pierre & Stefano Scarpetta, 2009. "Job Creation in Latin America : Recent Trends and Policy Challenges," World Bank Publications - Books, The World Bank Group, number 9386, December.
    60. Michael Raith, 2003. "Competition, Risk, and Managerial Incentives," American Economic Review, American Economic Association, vol. 93(4), pages 1425-1436, September.
    61. Schor, Adriana, 2004. "Heterogeneous productivity response to tariff reduction. Evidence from Brazilian manufacturing firms," Journal of Development Economics, Elsevier, vol. 75(2), pages 373-396, December.
    62. Heckman, James J. & Pages, Carmen (ed.), 2004. "Law and Employment," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226322827, December.
    63. Davidson, Carl & Martin, Lawrence & Matusz, Steven, 1988. "The Structure of Simple General Equilibrium Models with Frictional Unemployment," Journal of Political Economy, University of Chicago Press, vol. 96(6), pages 1267-1293, December.
    64. Rafael Dix‐Carneiro, 2014. "Trade Liberalization and Labor Market Dynamics," Econometrica, Econometric Society, vol. 82(3), pages 825-885, May.
    65. Ricardo Paes de Barros & Carlos Henrique Corseuil, 2004. "The Impact of Regulations on Brazilian Labor Market Performance," NBER Chapters, in: Law and Employment: Lessons from Latin America and the Caribbean, pages 273-350, National Bureau of Economic Research, Inc.
    66. Rafael La Porta & Florencio López-de-Silanes, 1999. "The Benefits of Privatization: Evidence from Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1193-1242.
    67. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    68. John Haltiwanger, 1997. "Measuring and analyzing aggregate fluctuations: the importance of building from microeconomic evidence," Review, Federal Reserve Bank of St. Louis, issue May, pages 55-78.
    69. 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.
    70. David Greenaway & Richard Upward & Katharine Wakelin (ed.), 2002. "Trade, Investment, Migration and Labour Market Adjustment," International Economic Association Series, Palgrave Macmillan, number 978-1-4039-2018-8, December.
    71. Choi, E. Kwan & Harrigan, James, 2003. "Handbook of International Trade," Staff General Research Papers Archive 11375, Iowa State University, Department of Economics.
    72. Mitsukuni Nishida & Amil Petrin & Sašo Polanec, 2011. "Explaining Reallocation's Apparent Negative Contribution to Growth," LICOS Discussion Papers 29911, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    73. Douglas L. Kruse, 1988. "International Trade and the Labor Market Experience of Displaced Workers," ILR Review, Cornell University, ILR School, vol. 41(3), pages 402-417, April.
    74. Adriana Schor, 2004. "Heterogeneous Productivity Response to Tariff Reduction: Evidence from Brazilian Manufacturing Firms," NBER Working Papers 10544, National Bureau of Economic Research, Inc.
    75. Richard B. Freeman & Lawrence F. Katz, 1995. "Differences and Changes in Wage Structures," NBER Books, National Bureau of Economic Research, Inc, number free95-1, March.
    76. Mr. Irineu E de Carvalho Filho & Mr. Marcos d Chamon, 2006. "The Myth of Post-Reform Income Stagnation in Brazil," IMF Working Papers 2006/275, International Monetary Fund.
    77. John Haltiwanger & Adriana Kugler & Maurice Kugler & Alejandro Micco & Carmen Pages, 2004. "Effects of tariffs and real exchange rates on job reallocation: evidence from Latin America," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 7(4), pages 191-208.
    78. Lori G. Kletzer, 2001. "Job Loss from Imports: Measuring the Costs," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 110, October.
    79. 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.
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    More about this item

    Keywords

    international trade; factor reallocation; labor demand and turnover; linked employer-employee data;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs

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