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Dark Costs, Missing Data: Shedding Some Light on Services Trade

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  • James E. Anderson
  • Ingo Borchert
  • Aaditya Mattoo
  • Yoto V. Yotov

Abstract

A structural gravity model is used to estimate barriers to services trade across many sectors, countries and time. Since the disaggregated output data needed to flexibly infer border barriers are often missing for services, we derive a novel methodology for projecting output data. The empirical implementation sheds light on the role of institutions, geography, size and digital infrastructure as determinants of border barriers. We find that border barriers have generally fallen over time but there are differences across sectors and countries. Notably, border effects for the smallest economies have remained stable, giving rise to a divergent pattern across countries.

Suggested Citation

  • James E. Anderson & Ingo Borchert & Aaditya Mattoo & Yoto V. Yotov, 2015. "Dark Costs, Missing Data: Shedding Some Light on Services Trade," NBER Working Papers 21546, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:21546
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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. Volker Nitsch & Nikolaus Wolf, 2013. "Tear down this wall: on the persistence of borders in trade," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(1), pages 154-179, February.
    3. Portes, Richard & Rey, Helene, 2005. "The determinants of cross-border equity flows," Journal of International Economics, Elsevier, vol. 65(2), pages 269-296, March.
    4. Head, Keith & Mayer, Thierry & Ries, John, 2009. "How remote is the offshoring threat?," European Economic Review, Elsevier, vol. 53(4), pages 429-444, May.
    5. 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.
    6. 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.
    7. 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.
    8. Natalia Ramondo & Andrés Rodríguez-Clare & Milagro Saborío-Rodríguez, 2016. "Trade, Domestic Frictions, and Scale Effects," American Economic Review, American Economic Association, vol. 106(10), pages 3159-3184, October.
    9. James E. Anderson & Eric van Wincoop, 2004. "Trade Costs," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 691-751, September.
    10. 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.
    11. Carolina Lennon & Daniel Mirza & Giuseppe Nicoletti, 2009. "Complementarity of Inputs across Countries in Services Trade," Annals of Economics and Statistics, GENES, issue 93-94, pages 161-182.
    12. Freund, Caroline L. & Weinhold, Diana, 2004. "The effect of the Internet on international trade," Journal of International Economics, Elsevier, vol. 62(1), pages 171-189, January.
    13. Cletus C. Coughlin & Dennis Novy, 2013. "Is the International Border Effect Larger than the Domestic Border Effect? Evidence from US Trade," CESifo Economic Studies, CESifo Group, vol. 59(2), pages 249-276, June.
    14. 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.
    15. Thierry Mayer & Keith Head, 2002. "Illusory Border Effects: Distance Mismeasurement Inflates Estimates of Home Bias in Trade," Working Papers 2002-01, CEPII research center.
    16. Álvarez, Inmaculada C. & Barbero, Javier & Rodríguez-Pose, Andrés & Zofío, José L., 2018. "Does Institutional Quality Matter for Trade? Institutional Conditions in a Sectoral Trade Framework," World Development, Elsevier, vol. 103(C), pages 72-87.
    17. Daniel L. Millimet & Thomas Osang, 2007. "Do state borders matter for U.S. intranational trade? The role of history and internal migration," Canadian Journal of Economics, Canadian Economics Association, vol. 40(1), pages 93-126, February.
    18. Beverelli, Cosimo & Keck, Alexander & Larch, Mario & Yotov, Yoto, 2018. "Institutions, Trade and Development: A Quantitative Analysis," School of Economics Working Paper Series 2018-3, LeBow College of Business, Drexel University.
    19. 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.
    20. Cletus C. Coughlin & Dennis Novy, 2021. "Estimating Border Effects: The Impact Of Spatial Aggregation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(4), pages 1453-1487, November.
    21. 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.
    22. James E. Anderson & Yoto V. Yotov, 2010. "The Changing Incidence of Geography," American Economic Review, American Economic Association, vol. 100(5), pages 2157-2186, December.
    23. 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.
    24. Richard Baldwin & Daria Taglioni, 2006. "Gravity for Dummies and Dummies for Gravity Equations," NBER Working Papers 12516, National Bureau of Economic Research, Inc.
    25. 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.
    26. 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.
    27. Daniel Trefler, 2004. "The Long and Short of the Canada-U. S. Free Trade Agreement," American Economic Review, American Economic Association, vol. 94(4), pages 870-895, September.
    28. Elisabeth Christen & Joseph Francois, 2010. "Modes of Delivery in Services," Economics working papers 2010-08, Department of Economics, Johannes Kepler University Linz, Austria.
    29. Mayer, Thierry & Zignago, Soledad, 2006. "Notes on CEPII’s distances measures," MPRA Paper 26469, University Library of Munich, Germany.
    30. Yotov, Yoto V., 2012. "A simple solution to the distance puzzle in international trade," Economics Letters, Elsevier, vol. 117(3), pages 794-798.
    31. 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.
    32. Russell Hillberry & David Hummels, 2003. "Intranational Home Bias: Some Explanations," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1089-1092, November.
    33. 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.
    34. 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.
    35. 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.
    36. repec:hal:spmain:info:hdl:2441/10143 is not listed on IDEAS
    37. Keith Walsh, 2006. "Trade in Services: Does Gravity Hold? A Gravity Model Approach to Estimating Barriers to Services Trade," The Institute for International Integration Studies Discussion Paper Series iiisdp183, IIIS.
    38. Keith Head & Thierry Mayer, 2000. "Non-Europe: The magnitude and causes of market fragmentation in the EU," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 136(2), pages 284-314, June.
    39. Arjan Lejour & J.W. de Paiva Verheijden, 2004. "Services trade within Canada and the European Union; what do they have in common?," CPB Discussion Paper 42, CPB Netherlands Bureau for Economic Policy Analysis.
    40. J. Bradford Jensen & Lori G. Kletzer, 2005. "Tradable Services: Understanding the Scope and Impact of Services Outsourcing," Working Paper Series WP05-9, Peterson Institute for International Economics.
    41. Fukunari Kimura & Hyun-Hoon Lee, 2006. "The Gravity Equation in International Trade in Services," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(1), pages 92-121, April.
    42. James E. Anderson & Douglas Marcouiller, 2002. "Insecurity And The Pattern Of Trade: An Empirical Investigation," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 342-352, May.
    43. James E. Anderson & Catherine A. Milot & Yoto V. Yotov, 2014. "How Much Does Geography Deflect Services Trade? Canadian Answers," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55, pages 791-818, August.
    44. 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.
    45. 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.
    46. Mr. Rikhil Bhavnani & Ms. Natalia T. Tamirisa & Mr. Arvind Subramanian & Mr. David T. Coe, 2002. "The Missing Globalization Puzzle," IMF Working Papers 2002/171, International Monetary Fund.
    47. James E. Anderson & Yoto V. Yotov, 2010. "Specialization: Pro- and Anti-globalizing, 1990-2002," NBER Working Papers 16301, National Bureau of Economic Research, Inc.
    48. Michael E. Waugh, 2010. "International Trade and Income Differences," American Economic Review, American Economic Association, vol. 100(5), pages 2093-2124, December.
    49. Fally, Thibault, 2015. "Structural gravity and fixed effects," Journal of International Economics, Elsevier, vol. 97(1), pages 76-85.
    50. 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.
    51. Miroudot, Sébastien & Sauvage, Jehan & Shepherd, Ben, 2012. "Trade costs and productivity in services sectors," Economics Letters, Elsevier, vol. 114(1), pages 36-38.
    52. Yu, Shu & Beugelsdijk, Sjoerd & de Haan, Jakob, 2015. "Trade, trust and the rule of law," European Journal of Political Economy, Elsevier, vol. 37(C), pages 102-115.
    53. repec:hal:wpspec:info:hdl:2441/10143 is not listed on IDEAS
    54. Breinlich, Holger & Criscuolo, Chiara, 2011. "International trade in services: A portrait of importers and exporters," Journal of International Economics, Elsevier, vol. 84(2), pages 188-206, July.
    55. repec:hal:spmain:info:hdl:2441/6apm7lruv088iagm4rv2c33jtg is not listed on IDEAS
    56. 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.
    57. Francis X. Diebold & Jose A. Lopez, 1995. "Forecast evaluation and combination," Research Paper 9525, Federal Reserve Bank of New York.
    58. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    59. 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.
    60. 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.
    61. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    62. repec:adr:anecst:y:2009:i:93-94:p:08 is not listed on IDEAS
    63. Mattoo, Aaditya & Stern, Robert M. & Zanini, Gianni (ed.), 2007. "A Handbook of International Trade in Services," OUP Catalogue, Oxford University Press, number 9780199235223.
    64. 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.
    65. Jonathan Eaton & Samuel Kortum, 2002. "Technology, Geography, and Trade," Econometrica, Econometric Society, vol. 70(5), pages 1741-1779, September.
    66. 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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    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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