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Gravity Model of International Trade, Its Variables, Assumptions, Problems and Applications
[Gravitační model mezinárodní směny, jeho proměnné, předpoklady, problémy a aplikace]

Author

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  • Petra Bubáková

Abstract

The paper deals with the issues of gravity models applied in the field of trade flow analysis. Applied variables, assumptions of their impacts, problems of gravity equations and their resolving (namely the endogeneity problem, the heterogeneity problem, and the identification problem) are defined in this paper. The paper provides a detailed overview of selected gravity model publications in scientific papers with an impact factor since 2000. According to the document analysis, it is clear that panel data are the most commonly used type of data in the 21st century. Fixed effects models are recommended. The choice of variables depends on the subject being examined and on the aim of the analysis. Correct model specification and inclusion of relevant variables are highly important. The results were elaborated as part of the research project IGA 20121050 "Spatial regional market integration with agricultural raw materials".

Suggested Citation

  • Petra Bubáková, 2013. "Gravity Model of International Trade, Its Variables, Assumptions, Problems and Applications [Gravitační model mezinárodní směny, jeho proměnné, předpoklady, problémy a aplikace]," Acta Oeconomica Pragensia, Prague University of Economics and Business, vol. 2013(2), pages 3-24.
  • Handle: RePEc:prg:jnlaop:v:2013:y:2013:i:2:id:396:p:3-24
    DOI: 10.18267/j.aop.396
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    References listed on IDEAS

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    1. 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.
    2. Andrew K. Rose, 2004. "Do We Really Know That the WTO Increases Trade?," American Economic Review, American Economic Association, vol. 94(1), pages 98-114, March.
    3. Francesco Aiello & Paola Cardamone & Maria Rosaria Agostino, 2010. "Evaluating the impact of nonreciprocal trade preferences using gravity models," Applied Economics, Taylor & Francis Journals, vol. 42(29), pages 3745-3760.
    4. 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.
    5. Vangelis Tzouvelekas, 2007. "Accounting for pairwise heterogeneity in bilateral trade flows: a stochastic varying coefficient gravity model," Applied Economics Letters, Taylor & Francis Journals, vol. 14(12), pages 927-930.
    6. Aitken, Norman D, 1973. "The Effect of the EEC and EFTA on European Trade: A Temporal Cross-Section Analysis," American Economic Review, American Economic Association, vol. 63(5), pages 881-892, December.
    7. Trefler, Daniel, 1993. "Trade Liberalization and the Theory of Endogenous Protection: An Econometric Study of U.S. Import Policy," Journal of Political Economy, University of Chicago Press, vol. 101(1), pages 138-160, February.
    8. 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.
    9. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    10. Melitz, Jacques, 2007. "North, South and distance in the gravity model," European Economic Review, Elsevier, vol. 51(4), pages 971-991, May.
    11. Hamilton, C.B. & Winters, L.A., 1992. "Opening Up International Trade in Eastern Europe," Papers 511, Stockholm - International Economic Studies.
    12. 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..
    13. Barry Eichengreen & Douglas A. Irwin, 1998. "The Role of History in Bilateral Trade Flows," NBER Chapters, in: The Regionalization of the World Economy, pages 33-62, National Bureau of Economic Research, Inc.
    14. Marie Stack & Eric Pentecost, 2011. "Regional integration and trade: A panel cointegration approach to estimating the gravity model," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 20(1), pages 53-65.
    15. Bergstrand, Jeffrey H, 1989. "The Generalized Gravity Equation, Monopolistic Competition, and the Factor-Proportions Theory in International Trade," The Review of Economics and Statistics, MIT Press, vol. 71(1), pages 143-153, February.
    16. Marie M. Stack, 2009. "Regional Integration and Trade: Controlling for Varying Degrees of Heterogeneity in the Gravity Model," The World Economy, Wiley Blackwell, vol. 32(5), pages 772-789, May.
    17. Jason H. Grant & Dayton M. Lambert, 2008. "Do Regional Trade Agreements Increase Members' Agricultural Trade?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(3), pages 765-782.
    18. Steven S. Zahniser & Daniel Pick & Greg Pompelli & Mark J. Gehlhar, 2002. "Regionalism in the Western Hemisphere and Its Impact on U.S. Agricultural Exports: A Gravity-Model Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(3), pages 791-797.
    19. Andrew K. Rose, 2000. "One money, one market: the effect of common currencies on trade," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 15(30), pages 08-45.
    20. I. -H. Cheng & Y. -Y. Tsai, 2008. "Estimating the staged effects of regional economic integration on trade volumes," Applied Economics, Taylor & Francis Journals, vol. 40(3), pages 383-393.
    21. Jeffrey A. Frankel, 1998. "The Regionalization of the World Economy," NBER Books, National Bureau of Economic Research, Inc, number fran98-1.
    22. Volker Nitsch, 2007. "State Visits and International Trade," The World Economy, Wiley Blackwell, vol. 30(12), pages 1797-1816, December.
    23. Jarko Fidrmuc, 2009. "Gravity models in integrated panels," Empirical Economics, Springer, vol. 37(2), pages 435-446, October.
    24. Chan‐Hyun Sohn, 2005. "Does The Gravity Model Explain South Korea'S Trade Flows?," The Japanese Economic Review, Japanese Economic Association, vol. 56(4), pages 417-430, December.
    25. Robert C. Feenstra & James R. Markusen & Andrew K. Rose, 2001. "Using the gravity equation to differentiate among alternative theories of trade," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(2), pages 430-447, May.
    26. Choi, E. Kwan & Harrigan, James, 2003. "Handbook of International Trade," Staff General Research Papers Archive 11375, Iowa State University, Department of Economics.
    27. 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.
    28. Baier, Scott L. & Bergstrand, Jeffrey H., 2004. "Economic determinants of free trade agreements," Journal of International Economics, Elsevier, vol. 64(1), pages 29-63, October.
    29. Christian Bellak & Markus Leibrecht, 2009. "Do low corporate income tax rates attract FDI? - Evidence from Central- and East European countries," Applied Economics, Taylor & Francis Journals, vol. 41(21), pages 2691-2703.
    30. Peter Egger & Michael Pfaffermayr, 2003. "The proper panel econometric specification of the gravity equation: A three-way model with bilateral interaction effects," Empirical Economics, Springer, vol. 28(3), pages 571-580, July.
    31. Jeffrey Frankel & Andrew Rose, 2002. "An Estimate of the Effect of Common Currencies on Trade and Income," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(2), pages 437-466.
    32. Peter Egger, 2002. "An Econometric View on the Estimation of Gravity Models and the Calculation of Trade Potentials," The World Economy, Wiley Blackwell, vol. 25(2), pages 297-312, February.
    33. Heejoon Kang & Michele Fratianni, 2006. "International Trade, OECD Membership, and Religion," Open Economies Review, Springer, vol. 17(4), pages 493-508, December.
    34. Chengang Wang & Yingqi Wei & Xiaming Liu, 2010. "Determinants of Bilateral Trade Flows in OECD Countries: Evidence from Gravity Panel Data Models," The World Economy, Wiley Blackwell, vol. 33(7), pages 894-915, July.
    35. 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.
    36. Nilsson, Lars, 2000. "Trade integration and the EU economic membership criteria," European Journal of Political Economy, Elsevier, vol. 16(4), pages 807-827, November.
    37. John S. Wilson & Catherine L. Mann & Tsunehiro Otsuki, 2003. "Trade Facilitation and Economic Development: A New Approach to Quantifying the Impact," The World Bank Economic Review, World Bank, vol. 17(3), pages 367-389, December.
    38. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    39. Baier, Scott L. & Bergstrand, Jeffrey H., 2001. "The growth of world trade: tariffs, transport costs, and income similarity," Journal of International Economics, Elsevier, vol. 53(1), pages 1-27, February.
    40. Munisamy Gopinath & Rodrigo Echeverria, 2004. "Does Economic Development Impact the Foreign Direct Investment-Trade Relationship? A Gravity-Model Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(3), pages 782-787.
    41. Anderson, James E, 1979. "A Theoretical Foundation for the Gravity Equation," American Economic Review, American Economic Association, vol. 69(1), pages 106-116, March.
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    More about this item

    Keywords

    Gravity model; trade flows; assumption of variables; endogeneity problem; heterogeneity problem; identification problem; panel models;
    All these keywords.

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • F10 - International Economics - - Trade - - - General
    • Q17 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agriculture in International Trade

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