IDEAS home Printed from https://ideas.repec.org/p/hal/wpaper/hal-01496258.html
   My bibliography  Save this paper

Heterogeneity and the distance puzzle

Author

Listed:
  • Elizaveta Archanskaia

    (OFCE - Observatoire français des conjonctures économiques (Sciences Po) - Sciences Po - Sciences Po)

  • Guillaume Daudin

    (LEDa - Laboratoire d'Economie de Dauphine - IRD - Institut de Recherche pour le Développement - Université Paris Dauphine-PSL - PSL - Université Paris Sciences et Lettres - CNRS - Centre National de la Recherche Scientifique)

Abstract

This paper shows that reduced heterogeneity of exporter-specific goods can provide a direct explanation of the distance puzzle. Using COMTRADE 4-digit bilateral trade data we find that the elasticity of trade to distance has increased by 8% from 1962 to 2009. Theoretical foundations of the gravity equation indicate that the distance coefficient is the product of the elasticity of trade costs to distance and a measure of heterogeneity, e.g. the substitution elasticity between exporter-specific goods in the Armington framework. This parameter has increased by 13% from 1962 to 2009. The evolution of the distance coefficient is thus compatible with a 4% reduction in the elasticity of trade costs to distance.

Suggested Citation

  • Elizaveta Archanskaia & Guillaume Daudin, 2017. "Heterogeneity and the distance puzzle," Working Papers hal-01496258, HAL.
  • Handle: RePEc:hal:wpaper:hal-01496258
    Note: View the original document on HAL open archive server: https://hal.science/hal-01496258
    as

    Download full text from publisher

    File URL: https://hal.science/hal-01496258/document
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Keith Head & Thierry Mayer, 2013. "What separates us? Sources of resistance to globalization," Canadian Journal of Economics, Canadian Economics Association, vol. 46(4), pages 1196-1231, November.
    2. Simonovska, Ina & Waugh, Michael E., 2014. "The elasticity of trade: Estimates and evidence," Journal of International Economics, Elsevier, vol. 92(1), pages 34-50.
    3. Buch, Claudia M. & Kleinert, Jorn & Toubal, Farid, 2004. "The distance puzzle: on the interpretation of the distance coefficient in gravity equations," Economics Letters, Elsevier, vol. 83(3), pages 293-298, June.
    4. Thomas Chaney, 2018. "The Gravity Equation in International Trade: An Explanation," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 150-177.
    5. Krugman, Paul, 1980. "Scale Economies, Product Differentiation, and the Pattern of Trade," American Economic Review, American Economic Association, vol. 70(5), pages 950-959, December.
    6. Feenstra, Robert C, 1994. "New Product Varieties and the Measurement of International Prices," American Economic Review, American Economic Association, vol. 84(1), pages 157-177, March.
    7. Clément Bosquet & Hervé Boulhol, 2014. "Applying the GLM Variance Assumption to Overcome the Scale-Dependence of the Negative Binomial QGPML Estimator," Econometric Reviews, Taylor & Francis Journals, vol. 33(7), pages 772-784, October.
    8. Clément Bosquet & Hervé Boulhol, 2009. "Gravity, log of gravity and the "distance puzzle"," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00401386, HAL.
    9. repec:hal:spmain:info:hdl:2441/6k7m0q7h709rdrhbpm2n96irf8 is not listed on IDEAS
    10. Richard Baldwin & James Harrigan, 2011. "Zeros, Quality, and Space: Trade Theory and Trade Evidence," American Economic Journal: Microeconomics, American Economic Association, vol. 3(2), pages 60-88, May.
    11. Guillaume Daudin & Christine Rifflart & Danielle Schweisguth, 2011. "Who produces for whom in the world economy?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(4), pages 1403-1437, November.
    12. Levchenko, Andrei A. & Zhang, Jing, 2016. "The evolution of comparative advantage: Measurement and welfare implications," Journal of Monetary Economics, Elsevier, vol. 78(C), pages 96-111.
    13. Mayer, Thierry & Zignago, Soledad, 2006. "Notes on CEPII’s distances measures," MPRA Paper 26469, University Library of Munich, Germany.
    14. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    15. Hélène Erkel‐Rousse & Daniel Mirza, 2002. "Import price elasticities: reconsidering the evidence," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 35(2), pages 282-306, May.
    16. James Feyrer, 2019. "Trade and Income—Exploiting Time Series in Geography," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 1-35, October.
    17. Jean-François Brun & Céline Carrère & Patrick Guillaumont & Jaime de Melo, 2015. "Has Distance Died? Evidence from a Panel Gravity Model," World Scientific Book Chapters, in: Developing Countries in the World Economy, chapter 13, pages 299-320, World Scientific Publishing Co. Pte. Ltd..
    18. Gilles Duranton & Michael Storper, 2008. "Rising trade costs? Agglomeration and trade with endogenous transaction costs," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 41(1), pages 292-319, February.
    19. repec:hal:spmain:info:hdl:2441/443fbihfmj8h58a4ceedn30ogb is not listed on IDEAS
    20. Amiti, Mary & ,, 2009. "Competition and Quality Upgrading," CEPR Discussion Papers 7562, C.E.P.R. Discussion Papers.
    21. Guillaume Daudin, 2003. "La logistique de la mondialisation," Revue de l'OFCE, Presses de Sciences-Po, vol. 87(4), pages 409-435.
    22. Simonovska, Ina & Waugh, Michael E., 2014. "The elasticity of trade: Estimates and evidence," Journal of International Economics, Elsevier, vol. 92(1), pages 34-50.
    23. Mullahy, John, 1986. "Specification and testing of some modified count data models," Journal of Econometrics, Elsevier, vol. 33(3), pages 341-365, December.
    24. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    25. David L. Hummels & Georg Schaur, 2013. "Time as a Trade Barrier," American Economic Review, American Economic Association, vol. 103(7), pages 2935-2959, December.
    26. 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.
    27. Crawford, Jo-Ann & Fiorentino, Roberto V., 2005. "The changing landscape of regional trade agreements," WTO Discussion Papers 8, World Trade Organization (WTO), Economic Research and Statistics Division.
    28. Mary Amiti & Amit K. Khandelwal, 2013. "Import Competition and Quality Upgrading," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 476-490, May.
    29. Guillaume Daudin, 2005. "Les transactions de la mondialisation," Revue de l'OFCE, Presses de Sciences-Po, vol. 92(1), pages 221-262.
    30. Gaulier, Guillaume & Zignago, Soledad, 2004. "Notes on BACI (analytical database of international trade). 1989-2002 version," MPRA Paper 32401, University Library of Munich, Germany.
    31. Lionel Fontagne & Soledad Zignago, 2007. "A Re-evaluation of the Impact of Regional Agreements on Trade Patterns," Economie Internationale, CEPII research center, issue 109, pages 31-51.
    32. Martin, Will & Pham, Cong S., 2008. "Estimating the gravity model when zero trade flows are frequent," Working Papers eco_2008_03, Deakin University, Department of Economics.
    33. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    34. Mika Saito, 2004. "Armington elasticities in intermediate inputs trade: a problem in using multilateral trade data," Canadian Journal of Economics, Canadian Economics Association, vol. 37(4), pages 1097-1117, November.
    35. Costas Arkolakis & Arnaud Costinot & Andres Rodriguez-Clare, 2012. "New Trade Models, Same Old Gains?," American Economic Review, American Economic Association, vol. 102(1), pages 94-130, February.
    36. James E. Anderson & Eric van Wincoop, 2004. "Trade Costs," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 691-751, September.
    37. David T Coe & Arvind Subramanian & Natalia T Tamirisa, 2007. "The Missing Globalization Puzzle: Evidence of the Declining Importance of Distance," IMF Staff Papers, Palgrave Macmillan, vol. 54(1), pages 34-58, May.
    38. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 441-487.
    39. Christian Broda & N. Limao & D. Weinstein, 2006. "Optimal Tariffs: The Evidence," 2006 Meeting Papers 381, Society for Economic Dynamics.
    40. 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.
    41. repec:lmu:muenar:20646 is not listed on IDEAS
    42. 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.
    43. Mario Larch & Pehr-Johan Norbäck & Steffen Sirries & Dieter M. Urban, 2016. "Heterogeneous Firms, Globalisation and the Distance Puzzle," The World Economy, Wiley Blackwell, vol. 39(9), pages 1307-1338, September.
    44. Gabriel J Felbermayr & Wilhelm Kohler, 2014. "Exploring the Intensive and Extensive Margins of World Trade," World Scientific Book Chapters, in: European Economic Integration, WTO Membership, Immigration and Offshoring, chapter 4, pages 115-148, World Scientific Publishing Co. Pte. Ltd..
    45. Arnaud Costinot & Dave Donaldson & Ivana Komunjer, 2012. "What Goods Do Countries Trade? A Quantitative Exploration of Ricardo's Ideas," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 581-608.
    46. Baier, Scott L. & Bergstrand, Jeffrey H., 2007. "Do free trade agreements actually increase members' international trade?," Journal of International Economics, Elsevier, vol. 71(1), pages 72-95, March.
    47. Clément Bosquet & Hervé Boulhol, 2014. "Applying the GLM Variance Assumption to Overcome the Scale-Dependence of the Negative Binomial QGPML Estimator," Econometric Reviews, Taylor & Francis Journals, vol. 33(7), pages 772-784, October.
    48. Peter Egger & Mario Larch & Kevin E. Staub & Rainer Winkelmann, 2011. "The Trade Effects of Endogenous Preferential Trade Agreements," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 113-143, August.
    49. Berthelon, Matias & Freund, Caroline, 2008. "On the conservation of distance in international trade," Journal of International Economics, Elsevier, vol. 75(2), pages 310-320, July.
    50. Lorenzo Caliendo & Fernando Parro, 2015. "Estimates of the Trade and Welfare Effects of NAFTA," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 1-44.
    51. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    52. Welsch, Heinz, 2006. "Armington elasticities and induced intra-industry specialization: The case of France, 1970-1997," Economic Modelling, Elsevier, vol. 23(3), pages 556-567, May.
    53. Broda, Christian & Greenfield, Joshua & Weinstein, David E., 2017. "From groundnuts to globalization: A structural estimate of trade and growth," Research in Economics, Elsevier, vol. 71(4), pages 759-783.
    54. Márquez-Ramos Laura & Martínez-Zarzoso Inmaculada & Suárez-Burguet Celestino, 2007. "The Role of Distance in Gravity Regressions: Is There Really a Missing Globalisation Puzzle?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-25, January.
    55. Krautheim, Sebastian, 2012. "Heterogeneous firms, exporter networks and the effect of distance on international trade," Journal of International Economics, Elsevier, vol. 87(1), pages 27-35.
    56. Martijn Burger & Frank van Oort & Gert-Jan Linders, 2009. "On the Specification of the Gravity Model of Trade: Zeros, Excess Zeros and Zero-inflated Estimation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(2), pages 167-190.
    57. Christopher S. P. Magee & Stephen P. Magee, 2008. "The United States is a Small Country in World Trade," Review of International Economics, Wiley Blackwell, vol. 16(5), pages 990-1004, November.
    58. Christian Broda & Nuno Limão & David E. Weinstein, 2018. "Optimal Tariffs and Market Power: The Evidence," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 2, pages 13-46, World Scientific Publishing Co. Pte. Ltd..
    59. Baier, Scott L. & Bergstrand, Jeffrey H. & Feng, Michael, 2014. "Economic integration agreements and the margins of international trade," Journal of International Economics, Elsevier, vol. 93(2), pages 339-350.
    60. David Hummels, 2007. "Transportation Costs and International Trade in the Second Era of Globalization," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 131-154, Summer.
    61. 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.
    62. K. Sato, 1967. "A Two-Level Constant-Elasticity-of-Substitution Production Function," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(2), pages 201-218.
    63. Clément Bosquet & Hervé Boulhol, 2015. "What is really puzzling about the “distance puzzle”," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 151(1), pages 1-21, February.
    64. repec:hal:spmain:info:hdl:2441/6apm7lruv088iagm4rv2c33jtg is not listed on IDEAS
    65. Kei-Mu Yi, 2010. "Can Multistage Production Explain the Home Bias in Trade?," American Economic Review, American Economic Association, vol. 100(1), pages 364-393, March.
    66. Thomas Chaney, 2008. "Distorted Gravity: The Intensive and Extensive Margins of International Trade," SciencePo Working papers hal-03579844, HAL.
    67. William H. Greene, 1994. "Accounting for Excess Zeros and Sample Selection in Poisson and Negative Binomial Regression Models," Working Papers 94-10, New York University, Leonard N. Stern School of Business, Department of Economics.
    68. repec:hal:spmain:info:hdl:2441/688 is not listed on IDEAS
    69. Chen, Natalie & Novy, Dennis, 2011. "Gravity, trade integration, and heterogeneity across industries," Journal of International Economics, Elsevier, vol. 85(2), pages 206-221.
    70. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
    71. repec:hal:spmain:info:hdl:2441/686 is not listed on IDEAS
    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. Egger, Peter H. & Nigai, Sergey, 2015. "Structural gravity with dummies only: Constrained ANOVA-type estimation of gravity models," Journal of International Economics, Elsevier, vol. 97(1), pages 86-99.
    2. Hakan Yilmazkuday, 2017. "A Solution to the Missing Globalization Puzzle by Non-CES Preferences," Review of International Economics, Wiley Blackwell, vol. 25(3), pages 649-676, August.
    3. Olarreaga, Marcelo & Lendle, Andreas & Vezina, Pierre-Louis & Schropp, Simon, 2012. "There goes gravity: how eBay reduces trade costs," CEPR Discussion Papers 9094, C.E.P.R. Discussion Papers.
    4. Egger, Peter & Nigai, Sergey, 2015. "Structural Gravity with Dummies Only," CEPR Discussion Papers 10427, C.E.P.R. Discussion Papers.

    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. repec:hal:spmain:info:hdl:2441/53r60a8s3kup1vc9ji21mi9p3 is not listed on IDEAS
    2. repec:spo:wpmain:info:hdl:2441/53r60a8s3kup1vc9ji21mi9p3 is not listed on IDEAS
    3. repec:wsr:wpaper:y:2012:i:095 is not listed on IDEAS
    4. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    5. 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.
    6. repec:hal:wpspec:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    7. repec:spo:wpecon:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    8. Scott L. Baier & Amanda Kerr & Yoto V. Yotov, 2018. "Gravity, distance, and international trade," Chapters, in: Bruce A. Blonigen & Wesley W. Wilson (ed.), Handbook of International Trade and Transportation, chapter 2, pages 15-78, Edward Elgar Publishing.
    9. repec:hal:spmain:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    10. repec:spo:wpmain:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    11. French, Scott, 2016. "The composition of trade flows and the aggregate effects of trade barriers," Journal of International Economics, Elsevier, vol. 98(C), pages 114-137.
    12. Mario Larch & Pehr-Johan Norbäck & Steffen Sirries & Dieter M. Urban, 2016. "Heterogeneous Firms, Globalisation and the Distance Puzzle," The World Economy, Wiley Blackwell, vol. 39(9), pages 1307-1338, September.
    13. Anderson, James E. & Yotov, Yoto V., 2020. "Short run gravity," Journal of International Economics, Elsevier, vol. 126(C).
    14. Costinot, Arnaud & Rodríguez-Clare, Andrés, 2014. "Trade Theory with Numbers: Quantifying the Consequences of Globalization," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 197-261, Elsevier.
    15. Juyoung Cheong & Do Won Kwak & Kam Ki Tang, 2016. "The distance effects on the intensive and extensive margins of trade over time," Empirical Economics, Springer, vol. 50(2), pages 253-278, March.
    16. 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.
    17. Hillberry, Russell & Hummels, David, 2013. "Trade Elasticity Parameters for a Computable General Equilibrium Model," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 1213-1269, Elsevier.
    18. Chen, Natalie & Novy, Dennis, 2008. "International Trade Integration: A Disaggregated Approach," CEPR Discussion Papers 7103, C.E.P.R. Discussion Papers.
    19. Bas, Maria & Mayer, Thierry & Thoenig, Mathias, 2017. "From micro to macro: Demand, supply, and heterogeneity in the trade elasticity," Journal of International Economics, Elsevier, vol. 108(C), pages 1-19.
    20. Yulin Hou & Yun Wang & Hakan Yilmazkuday, 2023. "Gravity channels in trade," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 32(1), pages 37-65, January.
    21. Hakan Yilmazkuday, 2014. "Mismeasurement of Distance Effects: The Role of Internal Location of Production," Review of International Economics, Wiley Blackwell, vol. 22(5), pages 992-1015, November.
    22. Fontagné, Lionel & Guimbard, Houssein & Orefice, Gianluca, 2022. "Tariff-based product-level trade elasticities," Journal of International Economics, Elsevier, vol. 137(C).
    23. Dasgupta, Kunal & Mondria, Jordi, 2018. "Inattentive importers," Journal of International Economics, Elsevier, vol. 112(C), pages 150-165.
    24. Christian Hepenstrick & Alexander Tarasov, 2015. "Per capita income and the extensive margin of bilateral trade," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 48(4), pages 1561-1599, November.
    25. Simonovska, Ina & Waugh, Michael E., 2014. "The elasticity of trade: Estimates and evidence," Journal of International Economics, Elsevier, vol. 92(1), pages 34-50.
    26. Heid, Benedikt & Larch, Mario, 2016. "Gravity with unemployment," Journal of International Economics, Elsevier, vol. 101(C), pages 70-85.
    27. Keith Head & Thierry Mayer, 2013. "What separates us? Sources of resistance to globalization," Canadian Journal of Economics, Canadian Economics Association, vol. 46(4), pages 1196-1231, November.

    More about this item

    Keywords

    Gravity equation; distance puzzle; trade elasticity; trade costs;
    All these keywords.

    JEL classification:

    • F15 - International Economics - - Trade - - - Economic Integration
    • N70 - Economic History - - Economic History: Transport, International and Domestic Trade, Energy, and Other Services - - - General, International, or Comparative

    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:hal:wpaper:hal-01496258. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.