IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/6478.html
   My bibliography  Save this paper

How many dimensions do we trade in ? product space geometry and latent comparative advantage

Author

Listed:
  • Arvis, Jean-Francois

Abstract

This paper proposes a new quantitative implementation of Balassa's idea that export composition and revealed comparative advantage inform the relationship between endowments in domestic factors of production and exports. It proposes that the export composition of countries is close to a low-dimensional manifold or"Product Space"within the space of export composition, which has as many dimensions as product lines. The Product Space corresponds to a few latent endowments explaining the structure of the trade matrix. The model uses non-linear techniques to identify the product space from the 2010 export matrix of 128 countries and 61 products, and to estimate the latent factors of endowments by country. It formalizes a concept of latent comparative advantage, which has practical country specific applications, relevant for"trade competitiveness"policies. Compared with classical revealed comparative advantage, the model assesses how well countries are matching their potential implied by the latent variables, and also identifies products for which the latent advantage is not yet revealed (extensive margin). The data suggests that the degree of overlap between latent and revealed advantage is a metric of"trade competitiveness."

Suggested Citation

  • Arvis, Jean-Francois, 2013. "How many dimensions do we trade in ? product space geometry and latent comparative advantage," Policy Research Working Paper Series 6478, The World Bank.
  • Handle: RePEc:wbk:wbrwps:6478
    as

    Download full text from publisher

    File URL: http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2013/06/11/000158349_20130611140333/Rendered/PDF/WPS6478.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. J. Peter Neary, 2003. "Competitive versus Comparative Advantage," The World Economy, Wiley Blackwell, vol. 26(4), pages 457-470, April.
    2. Baldwin, Richard & Venables, Anthony J., 2013. "Spiders and snakes: Offshoring and agglomeration in the global economy," Journal of International Economics, Elsevier, vol. 90(2), pages 245-254.
    3. Nathan Nunn, 2007. "Relationship-Specificity, Incomplete Contracts, and the Pattern of Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 569-600.
    4. Matteo Barigozzi & Giorgio Fagiolo & Diego Garlaschelli, 2009. "Multinetwork of international trade: A commodity-specific analysis," Papers 0908.1879, arXiv.org, revised Jun 2010.
    5. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    6. Margaret S. McMillan & Dani Rodrik, 2011. "Globalization, Structural Change and Productivity Growth," NBER Working Papers 17143, National Bureau of Economic Research, Inc.
    7. Jose Guilherme Reis & Thomas Farole, 2012. "Trade Competitiveness Diagnostic Toolkit," World Bank Publications - Books, The World Bank Group, number 2248.
    8. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    9. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    10. J. Peter Neary, 2006. "Measuring Competitiveness," The Economic and Social Review, Economic and Social Studies, vol. 37(2), pages 197-213.
    11. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    12. Hausmann, Ricardo & Klinger, Bailey, 2006. "Structural Transformation and Patterns of Comparative Advantage in the Product Space," Working Paper Series rwp06-041, Harvard University, John F. Kennedy School of Government.
    13. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    14. Arvis, Jean-François & Shepherd, Ben, 2011. "The air connectivity index : measuring integration in the global air transport network," Policy Research Working Paper Series 5722, The World Bank.
    15. Balassa, Bela, 1986. "Comparative Advantage in Manufactured Goods: A Reappraisal," The Review of Economics and Statistics, MIT Press, vol. 68(2), pages 315-319, May.
    16. Miho Shirotori & Bolormaa Tumurchudur & Olivier Cadot, 2010. "Revealed Factor Intensity Indices at the Product Level," UNCTAD Blue Series Papers 44, United Nations Conference on Trade and Development.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zoran Utkovski & Melanie F Pradier & Viktor Stojkoski & Fernando Perez-Cruz & Ljupco Kocarev, 2018. "Economic complexity unfolded: Interpretable model for the productive structure of economies," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-24, August.
    2. Veselin Hadjiev, 2014. "Current general comparative advantages in international trade," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 4, pages 65-79.
    3. Veselin Hadzhiev, 2014. "Overall Revealed Comparative Advantages," Eurasian Journal of Economics and Finance, Eurasian Publications, vol. 2(1), pages 47-53.

    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. Andreas Reinstaller & Elisabeth Christen & Harald Oberhofer & Peter Reschenhofer, 2016. "Eine Analyse der Wettbewerbsfähigkeit Österreichs im bilateralen Handel mit den USA (TTIP)," WIFO Studies, WIFO, number 58723, April.
    2. William W. Olney, 2022. "Intra-African trade," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 158(1), pages 25-51, February.
    3. Lofgren, Hans & Cicowiez, Martin, 2015. "Analyzing Country Strategies for Structural Transformation, Poverty Eradication and Shared Prosperity: Method and Application to an Archetype SSA Country," Conference papers 332592, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    4. Antonella Chiappelo & Alejandro Danón & Guillermina Marto & Nicolás Pinto, 2019. "Tell me what you export today and I will tell you what you will export tomorrow: The Product Space and the Evolution of Country pattern of specialization," Asociación Argentina de Economía Política: Working Papers 4171, Asociación Argentina de Economía Política.
    5. Cesar A. Hidalgo, 2012. "Discovering East Africa's Industrial Opportunities," Papers 1203.0163, arXiv.org.
    6. Gnidchenko, A., 2014. "Improving the Methods for Estimating the Structure and the Basis of Export Potential through Export Diversification," Journal of the New Economic Association, New Economic Association, vol. 21(1), pages 83-109.
    7. Nebojsa Stojcic & Edvard Orlic, 2016. "Foreign Direct Investment And Structural Transformation Of Exports," Economic Thought and Practice, Department of Economics and Business, University of Dubrovnik, vol. 25(2), pages 355-378, december.
    8. Güzin Bayar, 2022. "Turkey's sectoral exports: A competitiveness approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 2268-2289, April.
    9. Álvarez, Inmaculada C. & Barbero, Javier & Rodríguez-Pose, Andrés & Zofío, José L., 2018. "Does Institutional Quality Matter for Trade? Institutional Conditions in a Sectoral Trade Framework," World Development, Elsevier, vol. 103(C), pages 72-87.
    10. Raúl Serrano & Vicente Pinilla, 2014. "New directions of trade for the agri-food industry: a disaggregated approach for different income countries, 1963–2000," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 23(1), pages 1-22, December.
    11. MARSCHINSKI Robert & DE AMORES HERNANDEZ Antonio & AMOROSO Sara & BAUER Peter & CARDANI Roberta & CSEFALVAY Zoltan & GENTY Aurelien & GKOTSIS Petros & GREGORI Wildmer & GRASSANO Nicola & HERNANDEZ GUE, 2021. "EU competitiveness: recent trends, drivers, and links to economic policy: A Synthesis Report," JRC Research Reports JRC123232, Joint Research Centre.
    12. Ulrich Schetter & Dario Diodato & Eric Protzer & Frank Neffke & Ricardo Hausmann, 2024. "From Products to Capabilities: Constructing a Genotypic Product Space," Papers in Evolutionary Economic Geography (PEEG) 2419, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2024.
    13. Rachidi Kotchoni & Franck M. Adoho, 2021. "Working Paper 359- Comparative Advantage and Growth Potential of the Democratic Republic of Congo," Working Paper Series 2485, African Development Bank.
    14. Miguel Tinoco-Zermeño & Francisco Venegas-Martínez & Víctor Torres-Preciado, 2014. "Growth, bank credit, and inflation in Mexico: evidence from an ARDL-bounds testing approach," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 23(1), pages 1-22, December.
    15. 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.
    16. Caitlin Allen Whitehead & Haroon Bhorat, 2021. "Understanding Economic Complexity: An Application to the MER Sector," Working Papers 202105, University of Cape Town, Development Policy Research Unit.
    17. Sudip Ranjan Basu & Monica Das, 2011. "Export Structure And Economic Performance In Developing Countries: Evidence From Nonparametric Methodology," UNCTAD Blue Series Papers 48, United Nations Conference on Trade and Development.
    18. Sandra Edith Medellín Mendoza & Miguel Alejandro Flores Segovia & Amado Villarreal González, 2017. "Análisis regional de sofisticación y centralidad de las exportaciones mexicanas. (Regional Analysis of Sophistication and Centrality of Mexican Exports)," Ensayos Revista de Economia, Universidad Autonoma de Nuevo Leon, Facultad de Economia, vol. 0(2), pages 147-184, October.
    19. Wonsub Eum & Jeong‐Dong Lee, 2022. "Alternative paths of diversification for developing countries," Review of Development Economics, Wiley Blackwell, vol. 26(4), pages 2336-2355, November.
    20. Saurabh Mishra & Robert Koopman & Giuditta De-Prato & Anand Rao & Israel Osorio-Rodarte & Julie Kim & Nikola Spatafora & Keith Strier & Andrea Zaccaria, 2021. "AI Specialization for Pathways of Economic Diversification," Papers 2103.11042, arXiv.org.

    More about this item

    Keywords

    Economic Theory&Research; Markets and Market Access; Inequality; Free Trade; E-Business;
    All these keywords.

    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:wbk:wbrwps:6478. See general information about how to correct material in RePEc.

    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: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.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.