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Twin Peaks

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  • Fabrice Defever
  • Alejandro Riaño

Abstract

Received wisdom suggests that most exporters sell the majority of their output domestically. In this paper, however, we show that the distribution of export intensity not only varies substantially across countries, but in a large number of cases is also bimodal, displaying what we refer to as twin peaks. We reconcile this new stylized fact with an otherwise standard, two-country model of trade in which firms are heterogeneous in terms of the demand they face in each market. We show that when firm-destination-specific revenue shifters are distributed lognormal, gamma, or Fréchet with sufficiently high dispersion, the distribution of export intensity has two modes in the boundaries of the support and their height is determined by a country’s size relative to the rest of the world. We estimate the deep parameters characterizing the distribution of export intensity. Our results show that when the conditions for the existence of twin peaks are met, differences in relative market size can explain most of the observed variation in the distribution of export intensity across the world.

Suggested Citation

  • Fabrice Defever & Alejandro Riaño, 2017. "Twin Peaks," CESifo Working Paper Series 6729, CESifo.
  • Handle: RePEc:ces:ceswps:_6729
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    1. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    2. 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.
    3. Alessandria, George & Avila, Oscar, 2020. "Trade Integration in Colombia: A Dynamic General Equilibrium Study with New Exporter Dynamics," Journal of Economic Dynamics and Control, Elsevier, vol. 115(C).
    4. 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.
    5. Brooks, Eileen L., 2006. "Why don't firms export more? Product quality and Colombian plants," Journal of Development Economics, Elsevier, vol. 80(1), pages 160-178, June.
    6. Matthieu Crozet & Keith Head & Thierry Mayer, 2012. "Quality Sorting and Trade: Firm-level Evidence for French Wine," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 609-644.
    7. repec:hal:spmain:info:hdl:2441/f6h8764enu2lskk9p2m9j4i07 is not listed on IDEAS
    8. Carlos Casacuberta & Néstor Gandelman, 2012. "Protection, Openness, and Factor Adjustment: Evidence from the Manufacturing Sector in Uruguay," Economic Development and Cultural Change, University of Chicago Press, vol. 60(3), pages 597-629.
    9. Demidova, Svetlana & Kee, Hiau Looi & Krishna, Kala, 2012. "Do trade policy differences induce sorting? Theory and evidence from Bangladeshi apparel exporters," Journal of International Economics, Elsevier, vol. 87(2), pages 247-261.
    10. Kohn, David & Leibovici, Fernando & Szkup, Michal, 2020. "Financial frictions and export dynamics in large devaluations," Journal of International Economics, Elsevier, vol. 122(C).
    11. Daron Acemoglu & Asuman Ozdaglar & Alireza Tahbaz-Salehi, 2017. "Microeconomic Origins of Macroeconomic Tail Risks," American Economic Review, American Economic Association, vol. 107(1), pages 54-108, January.
    12. Sourafel Girma & Sandra Lancheros & Alejandro Riaño, 2016. "Global Engagement and Returns Volatility," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(6), pages 814-833, December.
    13. Alberto Cavallo & Roberto Rigobon, 2011. "The Distribution of the Size of Price Changes," NBER Working Papers 16760, National Bureau of Economic Research, Inc.
    14. Hiau Looi Kee & Kala Krishna, 2008. "Firm-Level Heterogeneous Productivity and Demand Shocks: Evidence from Bangladesh," American Economic Review, American Economic Association, vol. 98(2), pages 457-462, May.
    15. David Kohn & Fernando Leibovici & Michal Szkup, 2016. "Financial Frictions And New Exporter Dynamics," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57(2), pages 453-486, May.
    16. Jonathan Eaton & Samuel Kortum & Francis Kramarz, 2011. "An Anatomy of International Trade: Evidence From French Firms," Econometrica, Econometric Society, vol. 79(5), pages 1453-1498, September.
    17. di Giovanni, Julian & Levchenko, Andrei A. & Rancière, Romain, 2011. "Power laws in firm size and openness to trade: Measurement and implications," Journal of International Economics, Elsevier, vol. 85(1), pages 42-52, September.
    18. 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.
    19. Beata Javorcik & Steven Poelhekke, 2017. "Former Foreign Affiliates: Cast Out and Outperformed?," Journal of the European Economic Association, European Economic Association, vol. 15(3), pages 501-539.
    20. Benedikt Heid & Mario Larch & Alejandro Riaño, 2013. "The Rise of the Maquiladoras: A M ixed Blessing," Review of Development Economics, Wiley Blackwell, vol. 17(2), pages 252-267, May.
    21. Ozler, Sule, 2000. "Export Orientation and Female Share of Employment: Evidence from Turkey," World Development, Elsevier, vol. 28(7), pages 1239-1248, July.
    22. Hanson, Gordon H. & Lind, Nelson & Muendler, Marc-Andreas, 2015. "The Dynamics of Comparative Advantage," CAGE Online Working Paper Series 252, Competitive Advantage in the Global Economy (CAGE).
    23. Matthew A. Cole & Robert J. R. Elliott & Supreeya Virakul, 2010. "Firm Heterogeneity, Origin of Ownership and Export Participation," The World Economy, Wiley Blackwell, vol. 33(2), pages 264-291, February.
    24. 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.
    25. Laura Alfaro & Alejandro Cuñat & Harald Fadinger & Yanping Liu, 2023. "The Real Exchange Rate, Innovation, and Productivity," Journal of the European Economic Association, European Economic Association, vol. 21(2), pages 637-689.
    26. Matthias Arnold, Jens & Javorcik, Beata S., 2009. "Gifted kids or pushy parents? Foreign direct investment and plant productivity in Indonesia," Journal of International Economics, Elsevier, vol. 79(1), pages 42-53, September.
    27. Mulalo Mamburu, 2017. "Defining high-growth firms in South Africa," WIDER Working Paper Series wp-2017-107, World Institute for Development Economic Research (UNU-WIDER).
    28. 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.
    29. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    30. 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.
    31. Erzo G. J. Luttmer, 2007. "Selection, Growth, and the Size Distribution of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1103-1144.
    32. Heckman, James J. & Singer, Burton, 1984. "Econometric duration analysis," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 63-132.
    33. Robert C. Feenstra & Gordon H. Hanson, 2005. "Ownership and Control in Outsourcing to China: Estimating the Property-Rights Theory of the Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 729-761.
    34. Demidova, Svetlana & Rodríguez-Clare, Andrés, 2009. "Trade policy under firm-level heterogeneity in a small economy," Journal of International Economics, Elsevier, vol. 78(1), pages 100-112, June.
    35. 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.
    36. Nigai, Sergey, 2017. "A tale of two tails: Productivity distribution and the gains from trade," Journal of International Economics, Elsevier, vol. 104(C), pages 44-62.
    37. Martina Lawless & Karl Whelan, 2014. "Where Do Firms Export, How Much and Why?," The World Economy, Wiley Blackwell, vol. 37(8), pages 1027-1050, August.
    38. Kurz, Christopher & Senses, Mine Z., 2016. "Importing, exporting, and firm-level employment volatility," Journal of International Economics, Elsevier, vol. 98(C), pages 160-175.
    39. Cherkashin, Ivan & Demidova, Svetlana & Kee, Hiau Looi & Krishna, Kala, 2015. "Firm heterogeneity and costly trade: A new estimation strategy and policy experiments," Journal of International Economics, Elsevier, vol. 96(1), pages 18-36.
    40. Brandt, Loren & Morrow, Peter M., 2017. "Tariffs and the organization of trade in China," Journal of International Economics, Elsevier, vol. 104(C), pages 85-103.
    41. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    42. Saralees Nadarajah & Samuel Kotz, 2006. "On the Ratio of Fréchet Random Variables," Quality & Quantity: International Journal of Methodology, Springer, vol. 40(5), pages 861-868, October.
    43. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    44. Julian di Giovanni & Andrei A. Levchenko, 2012. "Country Size, International Trade, and Aggregate Fluctuations in Granular Economies," Journal of Political Economy, University of Chicago Press, vol. 120(6), pages 1083-1132.
    45. 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.
    46. Defever, Fabrice & Riaño, Alejandro, 2017. "Subsidies with export share requirements in China," Journal of Development Economics, Elsevier, vol. 126(C), pages 33-51.
    47. Defever,Fabrice Fernand & Reyes,Jose Daniel & Riano,Alejandro & Sanchez Martin,Miguel Eduardo, 2016. "Does the elimination of export requirements in special economic zones affect export performance? evidence from the Dominican Republic," Policy Research Working Paper Series 7874, The World Bank.
    48. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    49. Doan Thi Thanh Ha & Kozo Kiyota, 2014. "Firm-Level Evidence on Productivity Differentials and Turnover in Vietnamese Manufacturing," The Japanese Economic Review, Japanese Economic Association, vol. 65(2), pages 193-217, June.
    50. 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.
    51. Peter Neary & Monika MrázováMathieu Parenti, 2015. "Technology, Demand, And The Size Distribution Of Firms," Economics Series Working Papers 774, University of Oxford, Department of Economics.
    52. Munch, Jakob R. & Nguyen, Daniel X., 2014. "Decomposing firm-level sales variation," Journal of Economic Behavior & Organization, Elsevier, vol. 106(C), pages 317-334.
    53. Laura Alfaro & Alejandro Cuñat & Harald Fadinger & Yanping Liu, 2017. "The Real Exchange Rate, Innovation and Asymmetries and Hysteresis," Harvard Business School Working Papers 18-044, Harvard Business School, revised May 2018.
    54. Roberts, Mark J & Tybout, James R, 1997. "The Decision to Export in Colombia: An Empirical Model of Entry with Sunk Costs," American Economic Review, American Economic Association, vol. 87(4), pages 545-564, September.
    55. John Asker & Allan Collard-Wexler & Jan De Loecker, 2014. "Dynamic Inputs and Resource (Mis)Allocation," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 1013-1063.
    56. Mario J. Miranda & Paul L. Fackler, 2004. "Applied Computational Economics and Finance," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633094, December.
    57. Thomas Farole & Gokhan Akinci, 2011. "Special Economic Zones : Progress, Emerging Challenges, and Future Directions," World Bank Publications - Books, The World Bank Group, number 2341, December.
    58. 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.
    59. Costas Arkolakis, 2010. "Market Penetration Costs and the New Consumers Margin in International Trade," Journal of Political Economy, University of Chicago Press, vol. 118(6), pages 1151-1199.
    60. Salamat Ali & Richard Kneller & Chris Milner, 2017. "Market-specific trade costs and firm dynamics in Pakistan: Evaluating the US integrated cargo containers control programme," Discussion Papers 2017-02, University of Nottingham, GEP.
    61. repec:hal:spmain:info:hdl:2441/5fjm1f1p0v93k9png4qo8ltnrf is not listed on IDEAS
    62. Antrà s, Pol & Yeaple, Stephen R., 2014. "Multinational Firms and the Structure of International Trade," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 55-130, Elsevier.
    63. Mulalo Mamburu, 2017. "Defining high-growth firms in South Africa," WIDER Working Paper Series 107, World Institute for Development Economic Research (UNU-WIDER).
    64. Vannoorenberghe, G., 2012. "Firm-level volatility and exports," Journal of International Economics, Elsevier, vol. 86(1), pages 57-67.
    65. Daniel J. Henderson & Christopher F. Parmeter & R. Robert Russell, 2008. "Modes, weighted modes, and calibrated modes: evidence of clustering using modality tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 607-638.
    66. repec:hal:wpspec:info:hdl:2441/f6h8764enu2lskk9p2m9j4i07 is not listed on IDEAS
    67. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
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    More about this item

    Keywords

    exports; export intensity distribution; bimodality; firm heterogeneity;
    All these keywords.

    JEL classification:

    • F12 - International Economics - - Trade - - - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • O50 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - General

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