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Market concentration, trade exposure, and firm productivity in developing countries: Evidence from Mexico

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  • Rodríguez-Castelán, Carlos
  • López-Calva, Luis Felipe
  • Barriga-Cabanillas, Oscar
Abstract
To show how local market concentration affects firm productivity, we exploit a rare database for developing-country standards consisting of five rounds of the Mexican Manufacturing Census and geographically disaggregated data on sectoral exports. Our estimates show that a decline by 10 points in the Herfindahl-Hirschman index, a measure of market concentration, explains an increase by 1 percent in the total factor productivity (TFP) of revenue. We also find that greater exposure to trade offsets and, in most cases, reverses the negative effects of local concentration on productivity. Our heterogeneity analysis also shows that informal firms exhibit a higher probability of exiting the market if competitive pressure and exposure to international markets increase and that firms in the southern region of the country would benefit the most from higher competition and exposure to international markets.

Suggested Citation

  • Rodríguez-Castelán, Carlos & López-Calva, Luis Felipe & Barriga-Cabanillas, Oscar, 2023. "Market concentration, trade exposure, and firm productivity in developing countries: Evidence from Mexico," World Development, Elsevier, vol. 165(C).
  • Handle: RePEc:eee:wdevel:v:165:y:2023:i:c:s0305750x23000177
    DOI: 10.1016/j.worlddev.2023.106199
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    1. Pian Shu & Claudia Steinwender, 2019. "The Impact of Trade Liberalization on Firm Productivity and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 19(1), pages 39-68.
    2. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2009. "Products and Productivity," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 681-709, December.
    3. Rafael La Porta & Andrei Shleifer, 2014. "Informality and Development," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 109-126, Summer.
    4. Nezih Guner & Gustavo Ventura & Xu Yi, 2008. "Macroeconomic Implications of Size-Dependent Policies," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 721-744, October.
    5. Leibenstein, Harvey, 1978. "On the Basic Proposition of X-Efficiency Theory," American Economic Review, American Economic Association, vol. 68(2), pages 328-332, May.
    6. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    7. Gilbert Richard J, 2006. "Competition and Innovation," Journal of Industrial Organization Education, De Gruyter, vol. 1(1), pages 1-23, December.
    8. Galindo, Arturo & Schiantarelli, Fabio & Weiss, Andrew, 2007. "Does financial liberalization improve the allocation of investment?: Micro-evidence from developing countries," Journal of Development Economics, Elsevier, vol. 83(2), pages 562-587, July.
    9. Holmes, Thomas J. & Jr., James A. Schmitz, 2001. "A gain from trade: From unproductive to productive entrepreneurship," Journal of Monetary Economics, Elsevier, vol. 47(2), pages 417-446, April.
    10. Fernandes, Ana M., 2007. "Trade policy, trade volumes and plant-level productivity in Colombian manufacturing industries," Journal of International Economics, Elsevier, vol. 71(1), pages 52-71, March.
    11. Philippe Aghion & Robin Burgess & Stephen Redding & Fabrizio Zilibotti, 2005. "Entry Liberalization and Inequality in Industrial Performance," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 291-302, 04/05.
    12. de Roux, Nicolás & Eslava, Marcela & Franco, Santiago & Verhoogen, Eric, 2020. "Estimating Production Functions in Differentiated-Product Industries with Quantity Information and External Instruments," IZA Discussion Papers 14006, Institute of Labor Economics (IZA).
    13. Raphael Bergoeing & Patrick J. Kehoe & Timothy J. Kehoe & Raimundo Soto, 2002. "A Decade Lost and Found: Mexico and Chile in the 1980s," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(1), pages 166-205, January.
    14. Daniel Trefler, 2004. "The Long and Short of the Canada-U. S. Free Trade Agreement," American Economic Review, American Economic Association, vol. 94(4), pages 870-895, September.
    15. Tybout, James R. & Westbrook, M. Daniel, 1995. "Trade liberalization and the dimensions of efficiency change in Mexican manufacturing industries," Journal of International Economics, Elsevier, vol. 39(1-2), pages 53-78, August.
    16. 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.
    17. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle, December.
    18. 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.
    19. Chrissoleon T. Papadopoulos & Michael J. Vidalis & Michael E. J. O’Kelly & Diomidis Spinellis, 2009. "Evaluative Models of Discrete Part Production Lines," Springer Optimization and Its Applications, in: Analysis and Design of Discrete Part Production Lines, chapter 2, pages 25-99, Springer.
    20. Talan Iscan, 1998. "Trade liberalisation and productivity: A panel study of the Mexican manufacturing industry," Journal of Development Studies, Taylor & Francis Journals, vol. 34(5), pages 123-148.
    21. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    22. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    23. Van Biesebroeck, Johannes, 2005. "Exporting raises productivity in sub-Saharan African manufacturing firms," Journal of International Economics, Elsevier, vol. 67(2), pages 373-391, December.
    24. Bernard, Andrew B. & Jensen, J. Bradford & Schott, Peter K., 2006. "Trade costs, firms and productivity," Journal of Monetary Economics, Elsevier, vol. 53(5), pages 917-937, July.
    25. 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.
    26. Maria Bas & Ivan Ledezma, 2008. "Trade integration and within-plant productivity evolution in Chile," Working Papers halshs-00588309, HAL.
    27. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    28. Leonardo Iacovone & BeataS. Javorcik, 2010. "Multi-Product Exporters: Product Churning, Uncertainty and Export Discoveries," Economic Journal, Royal Economic Society, vol. 120(544), pages 481-499, May.
    29. David Atkin & Amit K. Khandelwal & Adam Osman, 2017. "Exporting and Firm Performance: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 551-615.
    30. Iacovone, Leonardo, 2012. "The better you are the stronger it makes you: Evidence on the asymmetric impact of liberalization," Journal of Development Economics, Elsevier, vol. 99(2), pages 474-485.
    31. Philippe Aghion & Christopher Harris & Peter Howitt & John Vickers, 2001. "Competition, Imitation and Growth with Step-by-Step Innovation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(3), pages 467-492.
    32. Bernard, Andrew B & Jones, Charles I, 1996. "Technology and Convergence," Economic Journal, Royal Economic Society, vol. 106(437), pages 1037-1044, July.
    33. John Baldwin & Wulong Gu, 2009. "The Impact of Trade on Plant Scale, Production-Run Length and Diversification," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 557-592, National Bureau of Economic Research, Inc.
    34. Rauch, James E., 1991. "Modelling the informal sector formally," Journal of Development Economics, Elsevier, vol. 35(1), pages 33-47, January.
    35. Timothy J. Bartik, 2002. "Instrumental Variable Estimates of the Labor Market Spillover Effects of Welfare Reform," Upjohn Working Papers 02-78, W.E. Upjohn Institute for Employment Research.
    36. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    37. Valmari, Nelli, 2016. "Estimating Production Functions of Multiproduct Firms," ETLA Working Papers 37, The Research Institute of the Finnish Economy.
    38. Diomidis Spinellis & Michael J. Vidalis & Michael E. J. O'Kelly & Chrissoleon T. Papadopoulos, 2009. "Analysis and Design of Discrete Part Production Lines," Springer Optimization and Its Applications, Springer, number 978-0-387-89494-2, June.
    39. Maarten De Ridder & Basile Grassi & Giovanni Morzenti, 2021. "The Hitchhiker’s Guide to Markup Estimation," Working Papers 677, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    40. 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.
    41. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2017. "WTO Accession and Performance of Chinese Manufacturing Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2784-2820, September.
    42. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    43. Philippe Aghion & Matias Braun & Johannes Fedderke, 2008. "Competition and productivity growth in South Africa," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(4), pages 741-768, October.
    44. Maria Bas & Ivan Ledezma, 2008. "Trade integration and within-plant productivity evolution in Chile," PSE Working Papers halshs-00588309, HAL.
    45. Richard Gilbert, 2006. "Looking for Mr. Schumpeter: Where Are We in the Competition-Innovation Debate?," NBER Chapters, in: Innovation Policy and the Economy, Volume 6, pages 159-215, National Bureau of Economic Research, Inc.
    46. 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.
    47. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    48. Montes-Rojas, Gabriel & Santamaria, Mauricio, 2007. "Sources of productivity growth: Evidence from the Mexican manufacturing sector," The North American Journal of Economics and Finance, Elsevier, vol. 18(3), pages 263-278, December.
    49. Mollick, André Varella, 2009. "Employment Responses of Skilled and Unskilled Workers at Mexican Maquiladoras: The Effects of External Factors," World Development, Elsevier, vol. 37(7), pages 1285-1296, July.
    50. William Maloney & Daniel Lederman & Luis Servén, 2005. "Lessons from NAFTA: For Latin America and the Caribbean," IDB Publications (Books), Inter-American Development Bank, number 59478, February.
    51. 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.
    52. 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.
    53. Chrissoleon T. Papadopoulos & Michael J. Vidalis & Michael E. J. O’Kelly & Diomidis Spinellis, 2009. "The Design of Production Lines," Springer Optimization and Its Applications, in: Analysis and Design of Discrete Part Production Lines, chapter 3, pages 101-111, Springer.
    54. repec:idb:brikps:59478 is not listed on IDEAS
    55. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    56. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 129-213, Elsevier.
    57. Khan, Shakeel A. & Rashmi & Hussain, Mir Z. & Prasad, S. & Banerjee, U.C., 2009. "Prospects of biodiesel production from microalgae in India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2361-2372, December.
    58. James A. Schmitz Jr., 2005. "What Determines Productivity? Lessons from the Dramatic Recovery of the U.S. and Canadian Iron Ore Industries Following Their Early 1980s Crisis," Journal of Political Economy, University of Chicago Press, vol. 113(3), pages 582-625, June.
    59. Ho, Linda Lee & Trindade, Anderson Laécio Galindo, 2009. "Economic design of an X chart for short-run production," International Journal of Production Economics, Elsevier, vol. 120(2), pages 613-624, August.
    60. José Ernesto López Córdova & Juan Rebolledo Márquez Padilla, 2016. "Productivity in Mexico: Trends, Drivers and Institutional Framework," International Productivity Monitor, Centre for the Study of Living Standards, vol. 30, pages 28-42, Spring.
    61. 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.
    62. Raphael Bergoeing & Patrick J. Kehoe & Timothy J. Kehoe & Raimundo Soto, 2002. "A Decade Lost and Found: Mexico and Chile in the 1980s," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(1), pages 166-205, January.
    63. Roberto Alvarez & Ricardo A. López, 2005. "Exporting and performance: evidence from Chilean plants," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 38(4), pages 1384-1400, November.
    64. Nickell, Stephen J, 1996. "Competition and Corporate Performance," Journal of Political Economy, University of Chicago Press, vol. 104(4), pages 724-746, August.
    65. Raphael Bergoeing & Patrick J. Kehoe & Timothy J. Kehoe & Raimundo Soto, 2002. "Decades lost and found: Mexico and Chile since 1980," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 26(Win), pages 3-30.
    66. Martin, John P & Page, John M, Jr, 1983. "The Impact of Subsidies on X-Efficiency in LDC Industry: Theory and an Empirical Test," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 608-617, November.
    67. Adriana Schor, 2004. "Heterogeneous Productivity Response to Tariff Reduction: Evidence from Brazilian Manufacturing Firms," NBER Working Papers 10544, National Bureau of Economic Research, Inc.
    68. Busso Matias & Madrigal Lucia & Pagés Carmen, 2013. "Productivity and resource misallocation in Latin America1)," The B.E. Journal of Macroeconomics, De Gruyter, vol. 13(1), pages 903-932, June.
    69. John Shea, 1997. "Instrument Relevance in Multivariate Linear Models: A Simple Measure," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 348-352, May.
    70. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1338-1383.
    71. Jonathan Eaton & Samuel Kortum, 1996. "Measuring Technology Diffusion and the International Sources of Growth," Eastern Economic Journal, Eastern Economic Association, vol. 22(4), pages 401-410, Fall.
    72. ., 2009. "Capital Intensity and Productivity," Chapters, in: Population Ageing, Pensions and Growth, chapter 10, pages 227-254, Edward Elgar Publishing.
    73. repec:dau:papers:123456789/6910 is not listed on IDEAS
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    More about this item

    Keywords

    Productivity; Market concentration; Trade exposure; Instrumental variables;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • F12 - International Economics - - Trade - - - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production

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