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Trade, productivity and (mis)allocation

Author

Listed:
  • Antoine Berthou
  • John Jong-Hyun Chung
  • Kalina Manova
  • Charlotte Sandoz Dit Bragard

Abstract

We examine the gains from globalization in the presence of firm heterogeneity and potential resource misallocation. We show theoretically that without distortions, bilateral and export liberalizations increase aggregate welfare and productivity, while import liberalization has ambiguous effects. Resource misallocation can either amplify, dampen or reverse the gains from trade. Using model-consistent measures and unique new data on 14 European countries and 20 industries in 1998-2011, we empirically establish that exogenous shocks to export demand and import competition both generate large aggregate productivity gains. Guided by theory, we provide evidence consistent with these effects operating through reallocations across firms in the presence of distortions: (i) Both export and import expansion increase average firm productivity, but the former also shifts activity towards more productive firms, while the latter acts in reverse. (ii) Both export and import exposure raise the productivity threshold for survival, but this cut-off is not a sufficient statistic for aggregate productivity. (iii) Efficient institutions, factor and product markets amplify the gains from import competition but dampen those from export access.

Suggested Citation

  • Antoine Berthou & John Jong-Hyun Chung & Kalina Manova & Charlotte Sandoz Dit Bragard, 2020. "Trade, productivity and (mis)allocation," CEP Discussion Papers dp1668, Centre for Economic Performance, LSE.
  • Handle: RePEc:cep:cepdps:dp1668
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    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. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    3. David Atkin & Amit K. Khandelwal, 2020. "How Distortions Alter the Impacts of International Trade in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 213-238, August.
    4. repec:hal:spmain:info:hdl:2441/f6h8764enu2lskk9p2m9j4i07 is not listed on IDEAS
    5. Berman, Nicolas & Berthou, Antoine & Héricourt, Jérôme, 2015. "Export dynamics and sales at home," Journal of International Economics, Elsevier, vol. 96(2), pages 298-310.
    6. 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.
    7. 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.
    8. 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..
    9. Melitz, Marc J. & Redding, Stephen J., 2014. "Heterogeneous Firms and Trade," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 1-54, Elsevier.
    10. Swati Dhingra, 2013. "Trading Away Wide Brands for Cheap Brands," American Economic Review, American Economic Association, vol. 103(6), pages 2554-2584, October.
    11. David Rezza Baqaee & Emmanuel Farhi, 2020. "Productivity and Misallocation in General Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 105-163.
    12. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    13. Manova, Kalina & Yu, Zhihong, 2016. "How firms export: Processing vs. ordinary trade with financial frictions," Journal of International Economics, Elsevier, vol. 100(C), pages 120-137.
    14. Chris Edmond & Virgiliu Midrigan & Daniel Yi Xu, 2015. "Competition, Markups, and the Gains from International Trade," American Economic Review, American Economic Association, vol. 105(10), pages 3183-3221, October.
    15. Keith Head & Thierry Mayer & Mathias Thoenig, 2014. "Welfare and Trade without Pareto," American Economic Review, American Economic Association, vol. 104(5), pages 310-316, May.
    16. Bernard, Andrew B. & Jensen, J. Bradford & Schott, Peter K., 2006. "Survival of the best fit: Exposure to low-wage countries and the (uneven) growth of U.S. manufacturing plants," Journal of International Economics, Elsevier, vol. 68(1), pages 219-237, January.
    17. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    18. Chor, Davin & Manova, Kalina, 2012. "Off the cliff and back? Credit conditions and international trade during the global financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 117-133.
    19. Lopez-Garcia, P. ; di Mauro, F. ; the CompNet Task Force, 2015. "Assessing European competitiveness : The new CompNet micro-based database," Working Paper Research 279, National Bank of Belgium.
    20. 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.
    21. David Hummels & Rasmus J?rgensen & Jakob Munch & Chong Xiang, 2014. "The Wage Effects of Offshoring: Evidence from Danish Matched Worker-Firm Data," American Economic Review, American Economic Association, vol. 104(6), pages 1597-1629, June.
    22. Marc J. Melitz & Sašo Polanec, 2015. "Dynamic Olley-Pakes productivity decomposition with entry and exit," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 362-375, June.
    23. Richard Hornbeck & Martin Rotemberg, 2019. "Railroads, Reallocation, and the Rise of American Manufacturing," NBER Working Papers 26594, National Bureau of Economic Research, Inc.
    24. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    25. Ann E. Harrison & Leslie A. Martin & Shanthi Nataraj, 2022. "Learning versus Stealing: How Important Are Market-Share Reallocations to India’s Productivity Growth?," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 14, pages 321-347, World Scientific Publishing Co. Pte. Ltd..
    26. C. Fritz Foley & Kalina Manova, 2015. "International Trade, Multinational Activity, and Corporate Finance," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 119-146, August.
    27. Ariel Burstein & Javier Cravino, 2015. "Measured Aggregate Gains from International Trade," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(2), pages 181-218, April.
    28. 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.
    29. 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.
    30. Rudolfs Bems & Robert C. Johnson, 2017. "Demand for Value Added and Value-Added Exchange Rates," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 45-90, October.
    31. Mary Amiti & Amit K. Khandelwal, 2013. "Import Competition and Quality Upgrading," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 476-490, May.
    32. Robert C. Feenstra & David E. Weinstein, 2017. "Globalization, Markups, and US Welfare," Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 1040-1074.
    33. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    34. Epifani, Paolo & Gancia, Gino, 2011. "Trade, markup heterogeneity and misallocations," Journal of International Economics, Elsevier, vol. 83(1), pages 1-13, January.
    35. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    36. Laura Alfaro & Maggie X. Chen, 2018. "Selection and Market Reallocation: Productivity Gains from Multinational Production," American Economic Journal: Economic Policy, American Economic Association, vol. 10(2), pages 1-38, May.
    37. Costas Arkolakis & Arnaud Costinot & Andres Rodriguez-Clare, 2012. "New Trade Models, Same Old Gains?," American Economic Review, American Economic Association, vol. 102(1), pages 94-130, February.
    38. Sai Ding & Wei Jiang & Puyang Sun, 2016. "Import competition, dynamic resource allocation and productivity dispersion: micro-level evidence from China," Oxford Economic Papers, Oxford University Press, vol. 68(4), pages 994-1015.
    39. Sarra Ben Yahmed & Sean Dougherty, 2017. "Domestic regulation, import penetration and firm-level productivity growth," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 26(4), pages 385-409, May.
    40. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    41. Costas Arkolakis & Arnaud Costinot & Dave Donaldson & Andrés Rodríguez-Clare, 2019. "The Elusive Pro-Competitive Effects of Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 46-80.
    42. Elhanan Helpman & Oleg Itskhoki & Stephen Redding, 2010. "Inequality and Unemployment in a Global Economy," Econometrica, Econometric Society, vol. 78(4), pages 1239-1283, July.
    43. Philippe Aghion & Philippe Askenazy & Nicolas Berman & Gilbert Cette & Laurent Eymard, 2012. "Credit Constraints And The Cyclicality Of R&D Investment: Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1001-1024, October.
    44. Yan Bai & Keyu Jin & Dan Lu, 2019. "Misallocation Under Trade Liberalization," NBER Working Papers 26188, National Bureau of Economic Research, Inc.
    45. 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.
    46. Jong Hyun Chung, 2020. "Firm heterogeneity, misallocation, and trade," Auburn Economics Working Paper Series auwp2020-01, Department of Economics, Auburn University.
    47. Costinot, Arnaud & Rodríguez-Clare, Andrés, 2014. "Trade Theory with Numbers: Quantifying the Consequences of Globalization," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 197-261, Elsevier.
    48. 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.
    49. 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.
    50. 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.
    51. Lucia Foster & Cheryl Grim & John Haltiwanger & Zoltan Wolf, 2016. "Firm-Level Dispersion in Productivity: Is the Devil in the Details?," American Economic Review, American Economic Association, vol. 106(5), pages 95-98, May.
    52. Kalina Manova & Shang-Jin Wei & Zhiwei Zhang, 2015. "Firm Exports and Multinational Activity Under Credit Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 574-588, July.
    53. Tomasz Święcki, 2017. "Intersectoral distortions and the welfare gains from trade," Journal of International Economics, Elsevier, vol. 104(C), pages 138-156.
    54. 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.
    55. Lorenzo Caliendo & Fernando Parro & Aleh Tsyvinski, 2017. "Distortions and the Structure of the World Economy," NBER Working Papers 23332, National Bureau of Economic Research, Inc.
    56. repec:hal:spmain:info:hdl:2441/6g0gsihsjmn5snc9pb0jo6hhp is not listed on IDEAS
    57. Hugo A. Hopenhayn, 2014. "Firms, Misallocation, and Aggregate Productivity: A Review," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 735-770, August.
    58. Dave Donaldson, 2015. "The Gains from Market Integration," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 619-647, August.
    59. repec:hal:spmain:info:hdl:2441/5fjm1f1p0v93k9png4qo8ltnrf is not listed on IDEAS
    60. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    61. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    62. Petia Topalova & Amit Khandelwal, 2011. "Trade Liberalization and Firm Productivity: The Case of India," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 995-1009, August.
    63. 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.
    64. Demidova, Svetlana & Rodríguez-Clare, Andrés, 2013. "The simple analytics of the Melitz model in a small economy," Journal of International Economics, Elsevier, vol. 90(2), pages 266-272.
    65. Aghion, P. & Askenazy, P. & Berman, N. & Cette, G. & Eymard, L., 2008. "Credit Constraints and the Cyclicality of R&D Investment: Evidence from France," Working papers 198, Banque de France.
    66. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    67. Alessandro Ruggieri, 2019. "Trade and labour market institutions: A tale of two liberalizations," Discussion Papers 2019-15, University of Nottingham, GEP.
    68. Jin, Keyu, 2019. "Misallocation Under Trade Liberalization," CEPR Discussion Papers 13976, C.E.P.R. Discussion Papers.
    69. Manova, Kalina, 2008. "Credit constraints, equity market liberalizations and international trade," Journal of International Economics, Elsevier, vol. 76(1), pages 33-47, September.
    70. repec:hal:wpspec:info:hdl:2441/f6h8764enu2lskk9p2m9j4i07 is not listed on IDEAS
    71. Svetlana Demidova, 2008. "Productivity Improvements And Falling Trade Costs: Boon Or Bane?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(4), pages 1437-1462, November.
    72. Philippe Aghion, Antonin Bergeaud, Matthieu Lequien, Marc J. Melitz, 2018. "The Impact of Exports on Innovation: Theory and Evidence," Working papers 678, Banque de France.
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    Cited by:

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    More about this item

    Keywords

    international trade; export demand; import competition; productivity; allocative efficiency; misallocation;
    All these keywords.

    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • F62 - International Economics - - Economic Impacts of Globalization - - - Macroeconomic Impacts
    • O24 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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