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What is really puzzling about the “distance puzzle”

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  • Clément Bosquet
  • Hervé Boulhol

Abstract

This paper studies the change in the distance elasticity of trade between 1948 and 2006. The elasticity sharply increased, when gravity equations are estimated by ordinary least squares in log form (log-OLS), while it was broadly stable or slightly increasing, depending on the specification, based on Poisson pseudo-maximal likehood (PPML) in levels, a standard estimator. We show that such a divergence is due to the increased heterogeneity of trade flows. However, gamma pseudo-maximal likehood, which should be consistent under the assumptions that make PPML so appealing, generate estimates that are significantly different from PPML and actually closer to log-OLS. We provide tentative solutions to this puzzle. Copyright Kiel Institute 2015

Suggested Citation

  • 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.
    • Handle: RePEc:spr:weltar:v:151:y:2015:i:1:p:1-21
    DOI: 10.1007/s10290-014-0201-x
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    Cited by:

    1. Sapa, Agnieszka & Kryszak, Łukasz, 2021. "Processed Food Trade Of European Union Countries – The Gravity Approach," Roczniki (Annals), Polish Association of Agricultural Economists and Agribusiness - Stowarzyszenie Ekonomistow Rolnictwa e Agrobiznesu (SERiA), vol. 2021(2).
    2. Weidner, Martin & Zylkin, Thomas, 2021. "Bias and consistency in three-way gravity models," Journal of International Economics, Elsevier, vol. 132(C).
    3. 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.
    4. Elisaveta Archanskaia & Guillaume Daudin, 2012. "Heterogeneity and the Distance Puzzle," Documents de Travail de l'OFCE 2012-17, Observatoire Francais des Conjonctures Economiques (OFCE).
    5. Rosselló-Nadal, Jaume & Santana-Gallego, María, 2024. "Toward a smaller world. The distance puzzle and international border for tourism," Journal of Transport Geography, Elsevier, vol. 115(C).
    6. 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.
    7. Sucharita Ghosh & Donald Lien & Steven Yamarik, 2017. "Does the Confucius Institute Network Impact Cultural Distance? A Panel Data Analysis of Cross-Border Flows in and out of China," Asian Economic Journal, East Asian Economic Association, vol. 31(3), pages 299-323, September.
    8. Frank, Jonas, 2018. "The effect of culture on trade over time: New evidence from the GLOBE data set," Hohenheim Discussion Papers in Business, Economics and Social Sciences 18-2018, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
    9. 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.
    10. Michel Fouquin & Jules Hugot, 2016. "Back to the Future: International Trade Costs and the Two Globalizations," Vniversitas Económica, Universidad Javeriana - Bogotá, vol. 0(0), pages 1-35, August.
    11. repec:hal:spmain:info:hdl:2441/53r60a8s3kup1vc9ji21mi9p3 is not listed on IDEAS
    12. Samuel Standaert & Stijn Ronsse & Benjamin Vandermarliere, 2014. "Historical trade integration: Globalization and the distance puzzle in the long 20th century," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 14/897, Ghent University, Faculty of Economics and Business Administration.
    13. Mnasri, Ayman & Nechi, Salem, 2021. "New nonlinear estimators of the gravity equation," Economic Modelling, Elsevier, vol. 95(C), pages 192-202.
    14. Lin, Faqin, 2013. "Are distance effects really a puzzle?," Economic Modelling, Elsevier, vol. 31(C), pages 684-689.
    15. Marlies Hanna Schütz & Nicole Palan, 2016. "Restructuring of the international clothing and textile trade network: the role of Italy and Portugal," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 5(1), pages 1-29, December.
    16. Yotov, Yoto V., 2012. "A simple solution to the distance puzzle in international trade," Economics Letters, Elsevier, vol. 117(3), pages 794-798.
    17. Mnasri, Ayman & Nechi, Salem, 2019. "New Approach to Estimating Gravity Models with Heteroscedasticity and Zero Trade Values," MPRA Paper 93426, University Library of Munich, Germany.
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    19. repec:spo:wpmain:info:hdl:2441/53r60a8s3kup1vc9ji21mi9p3 is not listed on IDEAS

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    More about this item

    Keywords

    Distance puzzle; Gravity equations; Pseudo-maximum likelihood methods; F10; F15; C13; C21; C23;
    All these keywords.

    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • F15 - International Economics - - Trade - - - Economic Integration
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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