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Controlling for heterogeneity in gravity models of trade and integration

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  • I-Hui Cheng
  • Howard J. Wall

Abstract

This paper compares various specifications of the gravity model of trade as nested versions of a general specification that uses bilateral country-pair fixed effects to control for heterogeneity. For each specification, we show that the atheoretical restrictions used to obtain them from the general model are not supported statistically. Because the gravity model has become the \\"workhorse\\" baseline model for estimating the effects of international integration, this has important empirical implications. In particular, we show that, unless heterogeneity is accounted for correctly, gravity models can greatly overestimate the effects of integration on the volume of trade.

Suggested Citation

  • 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.
  • Handle: RePEc:fip:fedlrv:y:2005:i:jan:p:49-63:n:v.87no.1
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    1. Smith, Pamela J., 1999. "Are weak patent rights a barrier to U.S. exports?," Journal of International Economics, Elsevier, vol. 48(1), pages 151-177, June.
    2. Tamim Bayoumi & Barry Eichengreen, 1997. "Is Regionalism Simply a Diversion? Evidence from the Evolution of the EC and EFTA," NBER Chapters, in: Regionalism versus Multilateral Trade Arrangements, pages 141-168, National Bureau of Economic Research, Inc.
    3. Soloaga, Isidro & Alan Wintersb, L., 2001. "Regionalism in the nineties: what effect on trade?," The North American Journal of Economics and Finance, Elsevier, vol. 12(1), pages 1-29, March.
    4. Frankel, Jeffrey & Stein, Ernesto & Wei, Shang-jin, 1995. "Trading blocs and the Americas: The natural, the unnatural, and the super-natural," Journal of Development Economics, Elsevier, vol. 47(1), pages 61-95, June.
    5. Cletus Coughlin & Howard Wall, 2003. "NAFTA and the changing pattern of state exports," Papers in Regional Science, Springer;Regional Science Association International, vol. 82(4), pages 427-450, November.
    6. Jeffrey A. Frankel & Ernesto Stein & Shang-Jin Wei, 1998. "Continental Trading Blocs: Are They Natural or Supernatural?," NBER Chapters, in: The Regionalization of the World Economy, pages 91-120, National Bureau of Economic Research, Inc.
    7. Jeffrey A. Frankel & Shang-Jin Wei, 1998. "Regionalization of World Trade and Currencies: Economics and Politics," NBER Chapters, in: The Regionalization of the World Economy, pages 189-226, National Bureau of Economic Research, Inc.
    8. Jeffrey A. Frankel, 1998. "The Regionalization of the World Economy," NBER Books, National Bureau of Economic Research, Inc, number fran98-1, June.
    9. John F. Helliwell, 1996. "Do National Borders Matter for Quebec's Trade?," Canadian Journal of Economics, Canadian Economics Association, vol. 29(3), pages 507-522, August.
    10. Takatoshi Ito & Anne O. Krueger, 1997. "Regionalism versus Multilateral Trade Arrangements," NBER Books, National Bureau of Economic Research, Inc, number ito_97-1, June.
    11. 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.
    12. Howard J. Wall, 2000. "Gravity model specification and the effects of the Canada-U.S. border," Working Papers 2000-024, Federal Reserve Bank of St. Louis.
    13. Howard J. Wall, 2002. "Has Japan been left out in the cold by regional integration?," Review, Federal Reserve Bank of St. Louis, vol. 84(Sep), pages 25-36.
    14. Laszlo Matyas, 1997. "Proper Econometric Specification of the Gravity Model," The World Economy, Wiley Blackwell, vol. 20(3), pages 363-368, May.
    15. Shang-Jin Wei & Jeffrey A. Frankel, 1997. "Open versus Closed Trade Blocs," NBER Chapters, in: Regionalism versus Multilateral Trade Arrangements, pages 119-140, National Bureau of Economic Research, Inc.
    16. 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.
    17. Jeffrey A. Frankel, 1997. "Regional Trading Blocs in the World Economic System," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 72, July.
    18. Michael R. Pakko & Howard J. Wall, 2001. "Reconsidering the trade-creating effects of a currency union," Review, Federal Reserve Bank of St. Louis, vol. 83(May), pages 37-46.
    19. 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.
    20. 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.
    21. Sanso, Marcos & Cuairan, Rogelio & Sanz, Fernando, 1993. "Bilateral Trade Flows, the Gravity Equation, and Functional Form," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 266-275, May.
    22. Howard J. Wall, 2003. "NAFTA and the geography of North American trade," Review, Federal Reserve Bank of St. Louis, vol. 85(Mar), pages 13-26.
    23. Boisso, Dale & Ferrantino, Michael, 1997. "Economic Distance, Cultural Distance, and Openness in International Trade : Empirical Puzzles," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 12, pages 456-484.
    24. Andrew K. Rose, 2000. "One money, one market: the effect of common currencies on trade," Economic Policy, CEPR;CES;MSH, vol. 15(30), pages 08-45.
    25. Howard J. Wall, 1999. "Using the gravity model to estimate the costs of protection," Review, Federal Reserve Bank of St. Louis, issue Jan, pages 33-40.
    26. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
    27. Bikker, Jacob A, 1987. "An International Trade Flow Model with Substitution: An Extension of the Gravity Model," Kyklos, Wiley Blackwell, vol. 40(3), pages 315-337.
    28. Jacob A. Bikker, 1987. "An International Trade Flow Model with Substitution: An Extension of the Gravity Model," Kyklos, Wiley Blackwell, vol. 40(3), pages 315-337, August.
    29. repec:kap:jeczfn:v:82:y:2003:i:4:p:427-450 is not listed on IDEAS
    30. Josef C. Brada & Jose A. Mendez, 1983. "Regional Economic Integration and the Volume of Intra‐Regional Trade: A Comparison of Developed and Developing Country Experience," Kyklos, Wiley Blackwell, vol. 36(4), pages 589-603, November.
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