IDEAS home Printed from https://ideas.repec.org/p/cii/cepidt/2010-23.html
   My bibliography  Save this paper

BACI: International Trade Database at the Product-Level. The 1994-2007 Version

Author

Listed:
  • Guillaume Gaulier
  • Soledad Zignago

Abstract

This paper documents the construction of BACI, our international trade database, which covers more than 200 countries and 5,000 products, between 1994 and 2007. New approaches have been developed to reconcile data reported by almost 150 countries to the United Nations Statistics Division, collated via COMTRADE. When both exporting and importing countries report to Comtrade, we have two different figures for the same flow, so it is useful to reconcile these into a single figure. To do this, firstly, as import values are reported CIF (cost, insurance and freight) while exports are reported FOB (free on board), transport and insurance rates have to be estimated and removed from import values. We regress the observed CIF/FOB ratios for a given flow on gravity variables and a product-specific world median unit value. In a second step we evaluate the reliability of countries reporting. We decompose the absolute value of the ratios of mirror flows using a (weighted) variance analysis. These measures of the reliability of reported data are used as weights in the reconciliation of each bilateral trade flow which is reported twice. Taking advantage of this bilateral information on each flow, we end up with a large coverage of countries and more reliable data, especially in terms of unit-values. BACI is freely available online to users of COMTRADE database, in different product classifications.

Suggested Citation

  • Guillaume Gaulier & Soledad Zignago, 2010. "BACI: International Trade Database at the Product-Level. The 1994-2007 Version," Working Papers 2010-23, CEPII research center.
    • Handle: RePEc:cii:cepidt:2010-23
    as

    Download full text from publisher

    File URL: http://www.cepii.fr/PDF_PUB/wp/2010/wp2010-23.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Angela Cheptea & Lionel Fontagné & Soledad Zignago, 2014. "European export performance," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(1), pages 25-58, February.
    2. Disdier, Anne-Celia & Fontagne, Lionel & Mimouni, Mondher, 2008. "AJAE Appendix: The Impact of Regulations on Agricultural Trade: Evidence from the SPS and TBT Agreements," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(2), pages 1-7.
    3. Anne-Célia Disdier & Silvio Tai & Lionel Fontagné & Thierry Mayer, 2010. "Bilateral trade of cultural goods," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 575-595, January.
    4. GAULIER, Guillaume & LEMOINE, Francoise & UNAL-KESENCI, Deniz, 2007. "China's emergence and the reorganisation of trade flows in Asia," China Economic Review, Elsevier, vol. 18(3), pages 209-243.
    5. Jean Imbs & Isabelle Mejean, 2015. "Elasticity Optimism," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 43-83, July.
    6. Alan Matthews & Jacques Gallezot, 2006. "The role of EBA in the political economy of CAP reform," The Institute for International Integration Studies Discussion Paper Series iiisdp133, IIIS.
    7. I-Hui Cheng & Howard J. Wall, 2005. "Controlling for heterogeneity in gravity models of trade and integration," Review, Federal Reserve Bank of St. Louis, vol. 87(Jan), pages 49-63.
    8. Mayer, Thierry & Zignago, Soledad, 2006. "Notes on CEPII’s distances measures," MPRA Paper 26469, University Library of Munich, Germany.
    9. Alan V. Deardorff, 2011. "Determinants of Bilateral Trade: Does Gravity Work in a Neoclassical World?," World Scientific Book Chapters, in: Robert M Stern (ed.), Comparative Advantage, Growth, And The Gains From Trade And Globalization A Festschrift in Honor of Alan V Deardorff, chapter 24, pages 267-293, World Scientific Publishing Co. Pte. Ltd..
    10. Antoine Bouët & Yvan Decreux & Lionel Fontagné & Sébastien Jean & David Laborde, 2008. "Assessing Applied Protection across the World," Review of International Economics, Wiley Blackwell, vol. 16(5), pages 850-863, November.
    11. Anne-Célia Disdier & Keith Head, 2008. "The Puzzling Persistence of the Distance Effect on Bilateral Trade," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 37-48, February.
    12. Lionel Fontagné & Michael Freudenberg & Guillaume Gaulier, 2006. "A Systematic Decomposition of World Trade into Horizontal and Vertical IIT," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(3), pages 459-475, October.
    13. Angela Cheptea & Guillaume Gaulier & Soledad Zignago, 2004. "The World Market: Market Shares and Export Performances," La Lettre du CEPII, CEPII research center, issue 231.
    14. David Hummels & Volodymyr Lugovskyy, 2006. "Are Matched Partner Trade Statistics a Usable Measure of Transportation Costs?," Review of International Economics, Wiley Blackwell, vol. 14(1), pages 69-86, February.
    15. Lionel Fontagné & David Laborde & Cristina Mitaritonna, 2008. "An Impact Study of the EU-ACP Economic Partnership Agreements (EPAs) in the Six ACP Regions," Working Papers 2008-04, CEPII research center.
    16. Guillaume Gaulier & Soledad Zignago, 2002. "La discrimination commerciale revelee comme mesure desagregee de l'acces aux marches," Economie Internationale, CEPII research center, issue 89-90, pages 262-280.
    17. Robert C. Feenstra & Robert E. Lipsey & Haiyan Deng & Alyson C. Ma & Hengyong Mo, 2005. "World Trade Flows: 1962-2000," NBER Working Papers 11040, National Bureau of Economic Research, Inc.
    18. Guillaume Gaulier & Isabelle Méjean, 2006. "Import Prices, Variety and the Extensive Margin of Trade," Working Papers 2006-17, CEPII research center.
    19. Arie ten Cate, 2007. "Modelling the reporting discrepancies in bilateral data," CPB Memorandum 179, CPB Netherlands Bureau for Economic Policy Analysis.
    20. Simon J. Evenett & Wolfgang Keller, 2002. "On Theories Explaining the Success of the Gravity Equation," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 281-316, April.
    21. Fontagne, Lionel & Laborde, David & Mitaritonna, Cristina, 2008. "An Impact Study of the Economic Partnership Agreements (EPAs) in the Six ACP Regions," 2008 International Congress, August 26-29, 2008, Ghent, Belgium 44194, European Association of Agricultural Economists.
    22. Robert C. Feenstra & Robert E. Lipsey & Harry P. Bowen, 1997. "World Trade Flows, 1970-1992, with Production and Tariff Data," NBER Working Papers 5910, National Bureau of Economic Research, Inc.
    23. Robert C. Feenstra & John Romalis & Peter K. Schott, 2002. "U.S. Imports, Exports, and Tariff Data, 1989-2001," NBER Working Papers 9387, National Bureau of Economic Research, Inc.
    24. Bergstrand, Jeffrey H, 1985. "The Gravity Equation in International Trade: Some Microeconomic Foundations and Empirical Evidence," The Review of Economics and Statistics, MIT Press, vol. 67(3), pages 474-481, August.
    25. Lionel Fontagné & Guillaume Gaulier & Soledad Zignago, 2007. "Specialisation across Varieties within Products and North-South Competition," Working Papers 2007-06, CEPII research center.
    26. Laszlo Matyas, 1997. "Proper Econometric Specification of the Gravity Model," The World Economy, Wiley Blackwell, vol. 20(3), pages 363-368, May.
    27. Robert C. Feenstra, 1996. "U.S. Imports, 1972-1994: Data and Concordances," NBER Working Papers 5515, National Bureau of Economic Research, Inc.
    28. David Hummels & Alexandre Skiba, 2004. "Shipping the Good Apples Out? An Empirical Confirmation of the Alchian-Allen Conjecture," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1384-1402, December.
    29. Johnson, Robert C., 2012. "Trade and prices with heterogeneous firms," Journal of International Economics, Elsevier, vol. 86(1), pages 43-56.
    30. Ecochard, Pierre & Fontagné, Lionel & Gaulier, Guillaume & Zignago, Soledad, 2005. "Intra-industry trade and regional integration," MPRA Paper 44182, University Library of Munich, Germany.
    31. Nanno Mulder & Rodrigo Paiilacar & Soledad Zignago, 2009. "Market Positioning of Varieties in World Trade: is Latin America Losing Out on Asia?," Working Papers 2009-09, CEPII research center.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mwebaze, P., 2018. "The Impact of EU Pesticide Residue standards on African Fresh Produce Exports to the UK," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275998, International Association of Agricultural Economists.
    2. Wessel, Jan, 2019. "Evaluating the transport-mode-specific trade effects of different transport infrastructure types," Transport Policy, Elsevier, vol. 78(C), pages 42-57.
    3. Simone Juhasz Silva & Douglas Nelson, 2012. "Does Aid Cause Trade? Evidence from an Asymmetric Gravity Model," The World Economy, Wiley Blackwell, vol. 35(5), pages 545-577, May.
    4. Olivier BARGAIN & Jean-Marie CARDEBAT & Raphaël CHIAPPINI, 2020. "Trade Uncorked: Genetic Resistance and Quality Heterogeneity in Wine Exports," Bordeaux Economics Working Papers 2020-18, Bordeaux School of Economics (BSE).
    5. Thomas Orliac, 2012. "The economics of trade facilitation [L'économie de la facilitation des échanges]," SciencePo Working papers Main tel-03681980, HAL.
    6. Belkacem Laabas and Walid Abdmoulah, "undated". "Determinants of Arab Intraregional Foreign Direct Investments," API-Working Paper Series 0905, Arab Planning Institute - Kuwait, Information Center.
    7. Piermartini, Roberta & Yotov, Yoto, 2016. "Estimating Trade Policy Effects with Structural Gravity," School of Economics Working Paper Series 2016-10, LeBow College of Business, Drexel University.
    8. Bahar, Dany & Hausmann, Ricardo & Hidalgo, Cesar A., 2014. "Neighbors and the evolution of the comparative advantage of nations: Evidence of international knowledge diffusion?," Journal of International Economics, Elsevier, vol. 92(1), pages 111-123.
    9. Jan Fidrmuc & Jarko Fidrmuc, 2003. "Disintegration and Trade," Review of International Economics, Wiley Blackwell, vol. 11(5), pages 811-829, November.
    10. Anderson, James E. & Yotov, Yoto V., 2020. "Short run gravity," Journal of International Economics, Elsevier, vol. 126(C).
    11. Francois, Joseph & Manchin, Miriam, 2013. "Institutions, Infrastructure, and Trade," World Development, Elsevier, vol. 46(C), pages 165-175.
    12. Novy, Dennis, 2013. "International trade without CES: Estimating translog gravity," Journal of International Economics, Elsevier, vol. 89(2), pages 271-282.
    13. Theo S. Eicher & Christian Henn, 2011. "One Money, One Market: A Revised Benchmark," Review of International Economics, Wiley Blackwell, vol. 19(3), pages 419-435, August.
    14. Andres Faiña & Jesus Lopez-Rodríguez, 2003. "Population Potentials and Development Levels: Empirical Findings in the European Union," ERSA conference papers ersa03p30, European Regional Science Association.
    15. Caruso Raul, 2003. "The Impact of International Economic Sanctions on Trade: An Empirical Analysis," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 9(2), pages 1-36, April.
    16. Dreyer, Heiko, 2014. "Misaligned distance: Why distance can have a positive effect on trade in agricultural," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170455, Agricultural and Applied Economics Association.
    17. Inmaculada Martínez-Zarzoso & Felicitas Nowak-Lehmann, 2003. "Augmented Gravity Model: An Empirical Application to Mercosur-European Union Trade Flows," Journal of Applied Economics, Universidad del CEMA, vol. 6, pages 291-316, November.
    18. Bergstrand, Jeffrey H. & Larch, Mario & Yotov, Yoto V., 2015. "Economic integration agreements, border effects, and distance elasticities in the gravity equation," European Economic Review, Elsevier, vol. 78(C), pages 307-327.
    19. Miroslav N. Jovanović (ed.), 2011. "International Handbook on the Economics of Integration, Volume III," Books, Edward Elgar Publishing, number 14137, Summer.
    20. Kandogan, Yener, 2009. "A Gravity Model for Components of Imports," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 5(1-2), pages 1-17, April.

    More about this item

    Keywords

    International trade; Trade costs; CIF/FOB; Trade data reconciliation;
    All these keywords.

    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cii:cepidt:2010-23. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/cepiifr.html .

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (email available below). General contact details of provider: https://edirc.repec.org/data/cepiifr.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.