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The impact of domestic regulations on international trade in services: Evidence from firm-level data

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  • Crozet, Matthieu
  • Milet, Emmanuel
  • Mirza, Daniel

Abstract

In order to promote international trade in services, most bilateral and multilateral trade agreements aim at eliminating the discriminatory barriers. However, domestic regulations, which apply to all firms alike and do not intend to exclude foreign sellers, are often seen as serious obstacles to cross-border trade in services. This paper proposes an assessment of the impact of these regulations on international trade of professional services. Our empirical analysis combines OECD measures of domestic regulation and detailed French data on firm-level bilateral export of professional services. Results show a robust and a sizeable negative impact of domestic regulations on both the decision to export and the values exported by each firm. This impact does not vary with firms’ productivity, and remains significant when we focus on the European Union market, where French exporters do not face discriminatory barriers. We conduct a quantification exercise based on our estimates and find an average ad-valorem tariff equivalent of domestic regulations of 60% in 2007. The ad-valorem tariff equivalent ranges from 26% to 88%, depending on the country.

Suggested Citation

  • Crozet, Matthieu & Milet, Emmanuel & Mirza, Daniel, 2016. "The impact of domestic regulations on international trade in services: Evidence from firm-level data," Journal of Comparative Economics, Elsevier, vol. 44(3), pages 585-607.
  • Handle: RePEc:eee:jcecon:v:44:y:2016:i:3:p:585-607
    DOI: 10.1016/j.jce.2015.11.004
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    as
    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. Martin, Julien, 2012. "Markups, quality, and transport costs," European Economic Review, Elsevier, vol. 56(4), pages 777-791.
    3. Eaton, Jonathan & Kortum, Samuel, 2001. "Trade in capital goods," European Economic Review, Elsevier, vol. 45(7), pages 1195-1235.
    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. 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.
    6. James E. Anderson & Eric van Wincoop, 2004. "Trade Costs," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 691-751, September.
    7. Fontagné, Lionel & Mitaritonna, Cristina, 2013. "Assessing barriers to trade in the distribution and telecom sectors in emerging countries," World Trade Review, Cambridge University Press, vol. 12(1), pages 57-78, January.
    8. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    9. Guillaume Gaulier & Emmanuel Milet & Daniel Mirza, 2010. "Les firmes françaises dans le commerce international de services," Économie et Statistique, Programme National Persée, vol. 435(1), pages 125-147.
    10. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    11. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    12. Stephen S. Golub & Dana Hajkova & Daniel Mirza & Giuseppe Nicoletti & Kwang-Yeol Yoo, 2003. "The Influence of Policies on Trade and Foreign Direct Investment," OECD Economic Studies, OECD Publishing, vol. 2003(1), pages 7-83.
    13. 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.
    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. Nathan Nunn, 2007. "Relationship-Specificity, Incomplete Contracts, and the Pattern of Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 569-600.
    16. Jonathan Eaton & Samuel Kortum & Francis Kramarz, 2004. "Dissecting Trade: Firms, Industries, and Export Destinations," American Economic Review, American Economic Association, vol. 94(2), pages 150-154, May.
    17. Anita Wölfl & Isabelle Wanner & Tomasz Koźluk & Giuseppe Nicoletti, 2009. "Ten Years of Product Market Reform in OECD Countries: Insights from a Revised PMR Indicator," OECD Economics Department Working Papers 695, OECD Publishing.
    18. Carolina Lennon, 2008. "Trade in services and trade in goods: differences and complementarities," PSE Working Papers halshs-00586223, HAL.
    19. Head, Keith & Mayer, Thierry, 2004. "The empirics of agglomeration and trade," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 59, pages 2609-2669, Elsevier.
    20. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    21. Alberto Behar & Benjamin D. Nelson, 2014. "Trade Flows, Multilateral Resistance, and Firm Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 96(3), pages 538-549, July.
    22. repec:hal:wpspec:info:hdl:2441/10191 is not listed on IDEAS
    23. 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.
    24. Maarten L. Buis, 2010. "Stata tip 87: Interpretation of interactions in nonlinear models," Stata Journal, StataCorp LP, vol. 10(2), pages 305-308, June.
    25. Alberto Alesina & Silvia Ardagna & Giuseppe Nicoletti & Fabio Schiantarelli, 2005. "Regulation And Investment," Journal of the European Economic Association, MIT Press, vol. 3(4), pages 791-825, June.
    26. Kox, Henk L.M. & Nordås, Hildegunn Kyvik, 2007. "Services trade and domestic regulation," MPRA Paper 2116, University Library of Munich, Germany.
    27. Joseph Francois & Bernard Hoekman, 2010. "Services Trade and Policy," Journal of Economic Literature, American Economic Association, vol. 48(3), pages 642-692, September.
    28. Renaud Bourlès & Gilbert Cette & Jimmy Lopez & Jacques Mairesse & Giuseppe Nicoletti, 2013. "Do Product Market Regulations In Upstream Sectors Curb Productivity Growth? Panel Data Evidence For OECD Countries," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1750-1768, December.
    29. Giuseppe Nicoletti & Stefano Scarpetta, 2003. "Regulation, productivity and growth: OECD evidence [‘A model of growth through creative destruction’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(36), pages 9-72.
    30. Andrea Ariu, 2016. "Services versus goods trade: a firm-level comparison," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(1), pages 19-41, February.
    31. Edward C. Norton & Hua Wang & Chunrong Ai, 2004. "Computing interaction effects and standard errors in logit and probit models," Stata Journal, StataCorp LP, vol. 4(2), pages 154-167, June.
    32. Robert C. Feenstra, 2002. "Border Effects and the Gravity Equation: Consistent Methods for Estimation," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(5), pages 491-506, November.
    33. Giuliano Conti & Alessia Lo Turco & Daniela Maggioni, 2010. "Exporters in Services: new Evidence from Italian Firms," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 56(1), pages 73-98.
    34. 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.
    35. 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.
    36. Joseph Francois & Hans Van Meijl & Frank Van Tongeren, 2005. "Trade liberalization in the Doha Development Round [Trade in Manufactures, the Outcome of the Uruguay Round and Developing Country Interests]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 20(42), pages 350-391.
    37. repec:hal:pseose:hal-00975560 is not listed on IDEAS
    38. Erik Marel & Ben Shepherd, 2013. "Services Trade, Regulation and Regional Integration: Evidence from Sectoral Data," The World Economy, Wiley Blackwell, vol. 36(11), pages 1393-1405, November.
    39. repec:hal:spmain:info:hdl:2441/10191 is not listed on IDEAS
    40. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LP, number musr, March.
    41. Markus Kelle & Jörn Kleinert, 2010. "German Firms in Service Trade," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 56(1), pages 51-72.
    42. Carmen Fillat-Castejon & Joseph Francis Francois & Julia Maria Woerz, 2008. "Cross-Border Trade and FDI in Services," Economics working papers 2008-12, Department of Economics, Johannes Kepler University Linz, Austria.
    43. 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.
    44. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    45. repec:hal:spmain:info:hdl:2441/6apm7lruv088iagm4rv2c33jtg is not listed on IDEAS
    46. Guglielmo Barone & Federico Cingano, 2011. "Service Regulation and Growth: Evidence from OECD Countries," Economic Journal, Royal Economic Society, vol. 121(555), pages 931-957, September.
    47. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 985-985.
    48. Matthieu Crozet & Emmanuel Milet, 2014. "The Servitization of French Manufacturing Firms," Working Papers 2014-10, CEPII research center.
    49. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    50. Guillin, Amélie, 2013. "Assessment of tariff equivalents for services considering the zero flows," World Trade Review, Cambridge University Press, vol. 12(3), pages 549-575, July.
    51. 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.
    52. Julien Martin, 2009. "Spatial Price Discrimination in International Markets," Working Papers 2009-21, CEPII research center.
    53. Ingo Borchert & Batshur Gootiiz & Aaditya Mattoo, 2014. "Policy Barriers to International Trade in Services: Evidence from a New Database," The World Bank Economic Review, World Bank, vol. 28(1), pages 162-188.
    54. Head, Keith & Mayer, Thierry & Ries, John, 2009. "How remote is the offshoring threat?," European Economic Review, Elsevier, vol. 53(4), pages 429-444, May.
    55. Joseph Francois & Olga Pindyuk, 2013. "Consolidated Data on International Trade in Services," IIDE Discussion Papers 20130101, Institue for International and Development Economics.
    56. Fontagné, Lionel & Guillin, Amélie & Mitaritonna, Cristina, 2010. "Estimations of Tariff Equivalents for the Services Sectors," Conference papers 331941, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    57. Cyrille Schwellnus, 2007. "The Effect of Domestic Regulation on Services Trade Revisited," Working Papers 2007-08, CEPII research center.
    58. repec:hal:spmain:info:hdl:2441/10144 is not listed on IDEAS
    59. Andrea Ariu, 2016. "Services versus goods trade: a firm-level comparison," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(1), pages 19-41, February.
    60. Mattoo, Aaditya & Mishra, Deepak, 2008. "Foreign Professionals And Domestic Regulation," Policy Research Working Paper Series 4782, The World Bank.
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    Keywords

    Trade in services; Firm-level exports; Trade barriers; GATS;
    All these keywords.

    JEL classification:

    • F1 - International Economics - - Trade

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