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Exporter dynamics database

Author

Listed:
  • Cebeci, Tolga
  • Fernandes, Ana M.
  • Freund, Caroline
  • Pierola, Martha Denisse

Abstract

This paper introduces the Exporter Dynamics Database. The database includes exporter characteristics and measures of exporter growth based on firm-level customs information from 38 developing and seven developed countries, primarily for the period between 2003 and 2010. The measures are available at different levels of aggregation, including: a) country-year, b) country-year-product, and c) country-year-destination. Several new stylized facts about exporter behavior across countries emerge from the database. (i) Larger or more developed economies have more exporters, larger and more diversified exporters, and lower entry and exit rates than smaller or developing economies. (ii) In the short run, expansions along the intensive margin (exporter size) contribute more to export growth than expansions along the extensive margin (number of exporters). (iii) Exit rates are highly correlated with entry rates and both are negatively correlated with survival rates, average exporter size, and diversification. (iv) The number of exporters and the entry and exit rates in a country-product group are partially driven by country and product-group effects; however, the average size of exporters in a country-product group is not. Although the first three facts can be explained by models incorporating firm heterogeneity and uncertainty, the fourth fact is more difficult to explain with existing models. Several findings are confirmed in this database, including the importance of large multi-product firms. This database can be a valuable tool to improve the understanding of the micro-foundations of export growth, by providing new insights about exporter characteristics and dynamics.

Suggested Citation

  • Cebeci, Tolga & Fernandes, Ana M. & Freund, Caroline & Pierola, Martha Denisse, 2012. "Exporter dynamics database," Policy Research Working Paper Series 6229, The World Bank.
  • Handle: RePEc:wbk:wbrwps:6229
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    as
    1. Hiau LooiKee & Alessandro Nicita & Marcelo Olarreaga, 2009. "Estimating Trade Restrictiveness Indices," Economic Journal, Royal Economic Society, vol. 119(534), pages 172-199, January.
    2. Stephen J. Redding, 2011. "Theories of Heterogeneous Firms and Trade," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 77-105, September.
    3. Richard Fabling & Arthur Grimes & Lynda Sanderson, 2012. "Whatever next? Export market choices of New Zealand firms," Papers in Regional Science, Wiley Blackwell, vol. 91(1), pages 137-159, March.
    4. Kalina Manova & Zhiwei Zhang, 2012. "Export Prices Across Firms and Destinations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 379-436.
    5. Timothy Dunne & J. Bradford Jensen & Mark J. Roberts, 2009. "Introduction to "Producer Dynamics: New Evidence from Micro Data"," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 1-12, National Bureau of Economic Research, Inc.
    6. Mayer, Thierry & Zignago, Soledad, 2006. "Notes on CEPII’s distances measures," MPRA Paper 26469, University Library of Munich, Germany.
    7. Thierry Mayer & Gianmarco Ottaviano, 2008. "The Happy Few: The Internationalisation of European Firms," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 43(3), pages 135-148, May.
    8. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2012. "The Empirics of Firm Heterogeneity and International Trade," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 283-313, July.
    9. Wagner, Rodrigo & Zahler, Andrés, 2015. "New exports from emerging markets: Do followers benefit from pioneers?," Journal of Development Economics, Elsevier, vol. 114(C), pages 203-223.
    10. Sanghamitra Das & Mark J. Roberts & James R. Tybout, 2007. "Market Entry Costs, Producer Heterogeneity, and Export Dynamics," Econometrica, Econometric Society, vol. 75(3), pages 837-873, May.
    11. João Amador & Luca Opromolla, 2013. "Product and destination mix in export markets," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 23-53, March.
    12. 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.
    13. Justin Pierce & Peter Schott, 2009. "Concording U.S. Harmonized System Categories Over Time," Working Papers 09-11, Center for Economic Studies, U.S. Census Bureau.
    14. 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.
    15. Caroline Freund & Martha Denisse Pierola, 2015. "Export Superstars," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1023-1032, December.
    16. Jonathan Eaton & Marcela Eslava & Maurice Kugler & James Tybout, 2008. "Export Dynamics in Colombia: Transactions Level Evidence," Borradores de Economia 4748, Banco de la Republica.
    17. 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.
    18. Martina Lawless, 2010. "Deconstructing gravity: trade costs and extensive and intensive margins," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(4), pages 1149-1172, November.
    19. 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.
    20. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    21. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2007. "Comparative Advantage and Heterogeneous Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(1), pages 31-66.
    22. Bastos, Paulo & Silva, Joana, 2012. "Networks, firms, and trade," Journal of International Economics, Elsevier, vol. 87(2), pages 352-364.
    23. 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.
    24. Freund, Caroline & Pierola, Martha Denisse, 2010. "Export entrepreneurs : evidence from Peru," Policy Research Working Paper Series 5407, The World Bank.
    25. Martin Andersson & Hans Lööf & Sara Johansson, 2008. "Productivity and International Trade: Firm Level Evidence from a Small Open Economy," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(4), pages 774-801, December.
    26. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," American Economic Review, American Economic Association, vol. 98(4), pages 1707-1721, September.
    27. Jaan Masso & Priit Vahter, 2011. "Exporting And Productivity: The Effects Of Multi-Market And Multi-Product Export Entry," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 83, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    28. Juan de Lucio & Raúl M�nguez-Fuentes & Asier Minondo & Francisco Requena-Silvente, 2011. "The extensive and intensive margins of Spanish trade," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(5), pages 615-631, January.
    29. repec:hal:spmain:info:hdl:2441/6apm7lruv088iagm4rv2c33jtg is not listed on IDEAS
    30. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," Post-Print hal-03579844, HAL.
    31. Jonathan Eaton & Samuel S. Kortum & Sebastian Sotelo, 2012. "International Trade: Linking Micro and Macro," NBER Working Papers 17864, National Bureau of Economic Research, Inc.
    32. Ekholm, Karolina & Moxnes, Andreas & Ulltveit-Moe, Karen Helene, 2012. "Manufacturing restructuring and the role of real exchange rate shocks," Journal of International Economics, Elsevier, vol. 86(1), pages 101-117.
    33. Timothy Dunne & J. Bradford Jensen & Mark J. Roberts, 2009. "Producer Dynamics: New Evidence from Micro Data," NBER Books, National Bureau of Economic Research, Inc, number dunn05-1, March.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

    1. Caroline Freund & Martha Denisse Pierola, 2015. "Export Superstars," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1023-1032, December.
    2. Andrew B. Bernard & Andreas Moxnes & Karen Helene Ulltveit-Moe, 2018. "Two-Sided Heterogeneity and Trade," The Review of Economics and Statistics, MIT Press, vol. 100(3), pages 424-439, July.
    3. Melise Jaud & Youssouf Kiendrebeogo & Marie†Ange Véganzonès†Varoudakis, 2018. "Financial vulnerability and export dynamics," The World Economy, Wiley Blackwell, vol. 41(6), pages 1640-1663, June.
    4. Tunc, Cengiz & Solakoglu, M. Nihat & Babuscu, Senol & Hazar, Adalet, 2018. "Exchange rate risk and international trade: The role of third country effect," Economics Letters, Elsevier, vol. 167(C), pages 152-155.
    5. Vargas Da Cruz,Marcio Jose, 2014. "Do export promotion agencies promote new exporters ?," Policy Research Working Paper Series 7004, The World Bank.
    6. Haidar, Jamal Ibrahim, 2020. "Late-movers outperform first-movers in export markets," Economics Letters, Elsevier, vol. 196(C).
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    8. Wagner Joachim, 2016. "Exporter and Importer Dynamics Database for Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 236(3), pages 411-420, May.
    9. Fernandes, Ana M. & Freund, Caroline & Pierola, Martha Denisse, 2016. "Exporter behavior, country size and stage of development: Evidence from the exporter dynamics database," Journal of Development Economics, Elsevier, vol. 119(C), pages 121-137.
    10. Khalid Sekkat, 2016. "Export Orientation and Exchange Rate Changes: Do Firms React Differently and Why?," Working Papers 989, Economic Research Forum, revised Apr 2016.
    11. Macedoni, Luca, 2022. "Large multiproduct exporters across rich and poor countries: Theory and evidence," Journal of Development Economics, Elsevier, vol. 156(C).
    12. Cebeci, Tolga, 2014. "Impact of export destinations on firm performance," Policy Research Working Paper Series 6743, The World Bank.
    13. Cengiz Tunc & Senol Babuşçu & Adalet Hazar & M. Nihat Solakoglu, 2020. "Exchange Rate Volatility and Trade: External Exchange Rate Volatility Matters," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 11(02), pages 1-19, June.
    14. Fernandes, Ana M. & Lederman, Daniel & Gutierrez-Rocha, Mario, 2013. "Export entrepreneurship and trade structure in Latin America during good and bad times," Policy Research Working Paper Series 6413, The World Bank.
    15. Tolga Cebeci & Ana M. Fernandes, 2015. "Microdynamics of Turkey's Export Boom in the 2000s," The World Economy, Wiley Blackwell, vol. 38(5), pages 825-855, May.
    16. Stirbat, Liviu & Record, Richard & Nghardsaysone, Konesawang, 2013. "Determinants of export survival in the Lao PDR," Policy Research Working Paper Series 6301, The World Bank.
    17. Ivus, Olena & Park, Walter, 2019. "Patent reforms and exporter behaviour: Firm-level evidence from developing countries," Journal of the Japanese and International Economies, Elsevier, vol. 51(C), pages 129-147.
    18. Hiau Looi Kee & Heiwai Tang, 2016. "Domestic Value Added in Exports: Theory and Firm Evidence from China," American Economic Review, American Economic Association, vol. 106(6), pages 1402-1436, June.
    19. Stirbat, Liviu & Record, Richard & Nghardsaysone, Konesawang, 2015. "The Experience of Survival: Determinants of Export Survival in Lao PDR," World Development, Elsevier, vol. 76(C), pages 82-94.
    20. Canuto, Otaviano & Cavallari, Matheus & Reis, José Guilherme, 2013. "The Brazilian Competitiveness Cliff," World Bank - Economic Premise, The World Bank, issue 105, pages 1-8, February.
    21. Massimiliano Calì & Wissam Harake & Fadi Hassan & Clemens Struck, 2015. "The Impact of the Syrian Conflict on Lebanese Trade," World Bank Publications - Reports 21914, The World Bank Group.
    22. Jesse Mora & Michael Olabisi, 2021. "Economic Development And The Margins Of Trade: Are The Least Developed Countries Different?," Economic Inquiry, Western Economic Association International, vol. 59(2), pages 600-621, April.
    23. Marianne Matthee & Thomas Farole & Tasha Naughtin & Neil Rankin, 2016. "South African Exporters and the Global Crisis: Intensive Margin Shock, Extensive Margin Hangover," South African Journal of Economics, Economic Society of South Africa, vol. 84(2), pages 183-198, June.

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