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Estimating Trade Policy Effects with Structural Gravity

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  • Roberta Piermartini
  • Yoto V. Yotov

Abstract

The objective of this manuscript is to serve as a practical guide for estimations with the structural gravity model. After a brief review of the theoretical foundations, we summarize the main challenges with gravity estimations and we review the solutions to address those challenges. Then, we integrate the latest developments in the empirical gravity literature and we offer six recommendations to obtain reliable partial equilibrium estimates of the effects of bilateral and non-discriminatory trade policies within the same comprehensive, and theoretically-consistent econometric specification. Our recommendations apply equally to analyses with aggregate and disaggregated data. Interpretation, consistent aggregation methods, and data challenges and sources for gravity estimations are discussed as well. Empirical exercises demonstrate the usefulness, validity, and applicability of our methods.

Suggested Citation

  • Roberta Piermartini & Yoto V. Yotov, 2016. "Estimating Trade Policy Effects with Structural Gravity," CESifo Working Paper Series 6009, CESifo.
  • Handle: RePEc:ces:ceswps:_6009
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    1. Melitz, Jacques & Toubal, Farid, 2014. "Native language, spoken language, translation and trade," Journal of International Economics, Elsevier, vol. 93(2), pages 351-363.
    2. James E Anderson, James E; Yotov, Yoto V., 2010. "Specialisation: Pro and Anti-Globalizing 1990-2002," CAGE Online Working Paper Series 15, Competitive Advantage in the Global Economy (CAGE).
    3. Baldwin, Richard & Taglioni, Daria, 2006. "Gravity for Dummies and Dummies for Gravity Equations," CEPR Discussion Papers 5850, C.E.P.R. Discussion Papers.
    4. Novy, Dennis, 2013. "International trade without CES: Estimating translog gravity," Journal of International Economics, Elsevier, vol. 89(2), pages 271-282.
    5. Larch, Mario & Wanner, Joschka, 2017. "Carbon tariffs: An analysis of the trade, welfare, and emission effects," Journal of International Economics, Elsevier, vol. 109(C), pages 195-213.
    6. 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.
    7. Anderson, James E. & Yotov, Yoto V., 2016. "Terms of trade and global efficiency effects of free trade agreements, 1990–2002," Journal of International Economics, Elsevier, vol. 99(C), pages 279-298.
    8. Head, Keith & Mayer, Thierry & Ries, John, 2010. "The erosion of colonial trade linkages after independence," Journal of International Economics, Elsevier, vol. 81(1), pages 1-14, May.
    9. 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.
    10. Yotov, Yoto V., 2012. "A simple solution to the distance puzzle in international trade," Economics Letters, Elsevier, vol. 117(3), pages 794-798.
    11. 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..
    12. 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.
    13. 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.
    14. Mario Larch & Yoto V. Yotov, 2016. "General Equilibrium Trade Policy Analysis with Structural Gravity," CESifo Working Paper Series 6020, CESifo.
    15. 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.
    16. Dai, Mian & Yotov, Yoto V. & Zylkin, Thomas, 2014. "On the trade-diversion effects of free trade agreements," Economics Letters, Elsevier, vol. 122(2), pages 321-325.
    17. Heid, Benedikt & Larch, Mario, 2016. "Gravity with unemployment," Journal of International Economics, Elsevier, vol. 101(C), pages 70-85.
    18. Handley, Kyle, 2014. "Exporting under trade policy uncertainty: Theory and evidence," Journal of International Economics, Elsevier, vol. 94(1), pages 50-66.
    19. Valeria Groppo & Roberta Piermartini, 2014. "Trade Policy Uncertainty and the WTO," Discussion Papers of DIW Berlin 1437, DIW Berlin, German Institute for Economic Research.
    20. Egger, Peter H. & Larch, Mario, 2012. "Tariff evasion effects in quantitative general equilibrium," Economics Letters, Elsevier, vol. 116(2), pages 262-264.
    21. Jean-François Arvis & Ben Shepherd, 2013. "The Poisson quasi-maximum likelihood estimator: a solution to the ‘adding up’ problem in gravity models," Applied Economics Letters, Taylor & Francis Journals, vol. 20(6), pages 515-519, April.
    22. 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.
    23. Fally, Thibault, 2015. "Structural gravity and fixed effects," Journal of International Economics, Elsevier, vol. 97(1), pages 76-85.
    24. Hervé Boulhol & Alain de Serres, 2010. "Have developed countries escaped the curse of distance?," Journal of Economic Geography, Oxford University Press, vol. 10(1), pages 113-139, January.
    25. Dennis Novy, 2013. "Gravity Redux: Measuring International Trade Costs With Panel Data," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 101-121, January.
    26. Eaton Jonathan & Tamura Akiko, 1994. "Bilateralism and Regionalism in Japanese and U.S. Trade and Direct Foreign Investment Patterns," Journal of the Japanese and International Economies, Elsevier, vol. 8(4), pages 478-510, December.
    27. Keith Head & John Ries, 2001. "Increasing Returns versus National Product Differentiation as an Explanation for the Pattern of U.S.-Canada Trade," American Economic Review, American Economic Association, vol. 91(4), pages 858-876, September.
    28. 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.
    29. Delina E. Agnosteva & James E. Anderson & Yoto V. Yotov, 2014. "Intra-national Trade Costs: Measurement and Aggregation," NBER Working Papers 19872, National Bureau of Economic Research, Inc.
    30. James E. Anderson & Mario Larch & Yoto V. Yotov, 2015. "Estimating General Equilibrium Trade Policy Effects: GE PPML," CESifo Working Paper Series 5592, CESifo.
    31. 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.
    32. Mayer, Thierry & Zignago, Soledad, 2006. "Notes on CEPII’s distances measures," MPRA Paper 26469, University Library of Munich, Germany.
    33. 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.
    34. 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.
    35. Kyle Handley & Nuno Limão, 2013. "Policy Uncertainty, Trade and Welfare: Theory and Evidence for China and the U.S," NBER Working Papers 19376, National Bureau of Economic Research, Inc.
    36. 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.
    37. 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.
    38. Benedikt Heid & Mario Larch & Yoto V. Yotov, 2021. "Estimating the effects of non‐discriminatory trade policies within structural gravity models," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 376-409, February.
    39. Elhanan Helpman & Marc Melitz & Yona Rubinstein, 2008. "Estimating Trade Flows: Trading Partners and Trading Volumes," The Quarterly Journal of Economics, Oxford University Press, vol. 123(2), pages 441-487.
    40. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    41. Lin, Faqin & Sim, Nicholas C.S., 2012. "Death of distance and the distance puzzle," Economics Letters, Elsevier, vol. 116(2), pages 225-228.
    42. Borchert, Ingo & Yotov, Yoto V., 2017. "Distance, globalization, and international trade," Economics Letters, Elsevier, vol. 153(C), pages 32-38.
    43. Baier, Scott L. & Yotov, Yoto V. & Zylkin, Thomas, 2019. "On the widely differing effects of free trade agreements: Lessons from twenty years of trade integration," Journal of International Economics, Elsevier, vol. 116(C), pages 206-226.
    44. Robert C. Feenstra & John Romalis, 2014. "International Prices and Endogenous Quality," The Quarterly Journal of Economics, Oxford University Press, vol. 129(2), pages 477-527.
    45. Baier, Scott L. & Bergstrand, Jeffrey H., 2009. "Estimating the effects of free trade agreements on international trade flows using matching econometrics," Journal of International Economics, Elsevier, vol. 77(1), pages 63-76, February.
    46. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    47. María Pía Olivero & Yoto V. Yotov, 2012. "Dynamic gravity: endogenous country size and asset accumulation," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(1), pages 64-92, February.
    48. Redding, Stephen & Venables, Anthony J., 2004. "Economic geography and international inequality," Journal of International Economics, Elsevier, vol. 62(1), pages 53-82, January.
    49. Rahel Aichele & Gabriel Felbermayr & Inga Heiland & Gabriel J. Felbermayr, 2014. "Going Deep: The Trade and Welfare Effects of TTIP," CESifo Working Paper Series 5150, CESifo.
    50. 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.
    51. 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..
    52. 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.
    53. 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.
    54. Egger, Peter & Nigai, Sergey, 2015. "Structural Gravity with Dummies Only," CEPR Discussion Papers 10427, C.E.P.R. Discussion Papers.
    55. Magee Christopher S, 2003. "Endogenous Preferential Trade Agreements: An Empirical Analysis," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 2(1), pages 1-19, December.
    56. Anderson, James & Vesselovsky, Mykyta & Yotov, Yoto, 2014. "Gravity with Scale Economies," School of Economics Working Paper Series 2014-4, LeBow College of Business, Drexel University.
    57. Joseph Francois & Olga Pindyuk, 2013. "Consolidated Data on International Trade in Services," IIDE Discussion Papers 20130101, Institue for International and Development Economics.
    58. Céline Carrère & Maurice Schiff, 2005. "On the Geography of Trade. Distance is Alive and Well," Revue économique, Presses de Sciences-Po, vol. 56(6), pages 1249-1274.
    59. James E. Anderson & J. Peter Neary, 2005. "Measuring the Restrictiveness of International Trade Policy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012200.
    60. 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.
    61. Dai, Mian & Yotov, Yoto & Zylkin, Thomas, 2013. "On the Trade-diversion Effects of Free Trade Agreements," School of Economics Working Paper Series 2013-3, LeBow College of Business, Drexel University, revised 15 Sep 2014.
    62. 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.
    63. Antoine Bouët & Yvan Decreux & Lionel Fontagné & Sébastien Jean & David Laborde, 2004. "A Consistent, Ad-Valorem Equivalent Measure of Applied Protection Across the World: The MAcMap-HS6 Database," Working Papers 2004-22, CEPII research center.
    64. Borchert, Ingo & Gootiiz, Batshur & Mattoo, Aaditya, 2012. "Guide to the services trade restrictions database," Policy Research Working Paper Series 6108, The World Bank.
    65. 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.
    66. Shang-Jin Wei, 1996. "Intra-National versus International Trade: How Stubborn are Nations in Global Integration?," NBER Working Papers 5531, National Bureau of Economic Research, Inc.
    67. Lorenzo Caliendo & Fernando Parro, 2015. "Estimates of the Trade and Welfare Effects of NAFTA," Review of Economic Studies, Oxford University Press, vol. 82(1), pages 1-44.
    68. Head, Keith & Mayer, Thierry & Ries, John, 2010. "The erosion of colonial trade linkages after independence," Journal of International Economics, Elsevier, vol. 81(1), pages 1-14, May.
    69. Mr. Rikhil Bhavnani & Mr. David T. Coe & Mr. Arvind Subramanian & Ms. Natalia T. Tamirisa, 2002. "The Missing Globalization Puzzle," IMF Working Papers 2002/171, International Monetary Fund.
    70. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    71. Osnago, Alberto & Piermartini, Roberta & Rocha, Nadia, 2015. "Trade policy uncertainty as barrier to trade," WTO Staff Working Papers ERSD-2015-05, World Trade Organization (WTO), Economic Research and Statistics Division.
    72. Head, Keith & Mayer, Thierry & Ries, John, 2010. "The erosion of colonial trade linkages after independence," Journal of International Economics, Elsevier, vol. 81(1), pages 1-14, May.
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    More about this item

    Keywords

    structural gravity; trade policy; estimation; partial equilibrium analysis;
    All these keywords.

    JEL classification:

    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions

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