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Assessing the gains and vulnerability of free trade: A counterfactual analysis of Macau

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  • Yin, Hua
  • Du, Zaichao
  • Zhang, Lin

Abstract

Free trade can generate macroeconomic gains but also vulnerability to external shocks for a highly-specialized economy. To test this hypothesis, we evaluate the effects of Mainland-Macau Closer Economic Partnership Arrangement (CEPA) on Macau's real GDP growth rate and its volatility, as well as the costs of exposure to the anti-corruption campaign from mainland China using a counterfactual analysis. Counterfactuals of Macau are constructed by exploiting the inter-dependence among different economic entities and the optimal control group is selected with a leave-nv-out cross-validation method. Our results support the hypothesis. CEPA raised the annual real GDP growth rate of Macau by 20.76% from 2004 to 2007, meanwhile it increased the volatility of real GDP growth rate by 35%, and the anti-corruption campaign reduced the annual real GDP growth rate by 17.54% from 2013 to 2016. Our findings imply that free trade could be a double-edged sword for a small and highly-specialized economy and the gains of free trade can be enlarged by reducing its vulnerability.

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  • Yin, Hua & Du, Zaichao & Zhang, Lin, 2018. "Assessing the gains and vulnerability of free trade: A counterfactual analysis of Macau," Economic Modelling, Elsevier, vol. 70(C), pages 147-158.
    • Handle: RePEc:eee:ecmode:v:70:y:2018:i:c:p:147-158
    DOI: 10.1016/j.econmod.2017.10.019
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    as
    1. Lucas W. Davis, 2008. "The Effect of Driving Restrictions on Air Quality in Mexico City," Journal of Political Economy, University of Chicago Press, vol. 116(1), pages 38-81, February.
    2. Wim Naude & Amelia Santos-Paulino & Mark McGillivray, 2009. "Measuring Vulnerability: An Overview and Introduction," Oxford Development Studies, Taylor & Francis Journals, vol. 37(3), pages 183-191.
    3. Marc J. Melitz & Daniel Trefler, 2012. "Gains from Trade When Firms Matter," Journal of Economic Perspectives, American Economic Association, vol. 26(2), pages 91-118, Spring.
    4. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    5. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
    6. Krugman, Paul, 1980. "Scale Economies, Product Differentiation, and the Pattern of Trade," American Economic Review, American Economic Association, vol. 70(5), pages 950-959, December.
    7. Patrick Guillaumont, 2010. "Assessing the Economic Vulnerability of Small Island Developing States and the Least Developed Countries," Journal of Development Studies, Taylor & Francis Journals, vol. 46(5), pages 828-854.
    8. Lin Zhang & Zaichao Du & Cheng Hsiao & Hua Yin, 2015. "The Macroeconomic Effects of the Canada–US Free Trade Agreement on Canada: A Counterfactual Analysis," The World Economy, Wiley Blackwell, vol. 38(5), pages 878-892, May.
    9. 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.
    10. Guglielmo Caporale & Christophe Rault & Robert Sova & Anamaria Sova, 2009. "On the bilateral trade effects of free trade agreements between the EU-15 and the CEEC-4 countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(3), pages 573-573, October.
    11. Cheng Hsiao & H. Steve Ching & Shui Ki Wan, 2012. "A Panel Data Approach For Program Evaluation: Measuring The Benefits Of Political And Economic Integration Of Hong Kong With Mainland China," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(5), pages 705-740, August.
    12. Gregory, Allan W. & Head, Allen C., 1999. "Common and country-specific fluctuations in productivity, investment, and the current account," Journal of Monetary Economics, Elsevier, vol. 44(3), pages 423-451, December.
    13. Calderon, Cesar & Loayza, Norman & Schmidt-Hebbel, Klaus, 2005. "Does openness imply greater exposure ?," Policy Research Working Paper Series 3733, The World Bank.
    14. Patrick Guillaumont, 2010. "Assessing the Economic Vulnerability of Small Island Developing States and the Least Developed Countries," Post-Print halshs-00512159, HAL.
    15. Chou, Ming Che, 2013. "Does tourism development promote economic growth in transition countries? A panel data analysis," Economic Modelling, Elsevier, vol. 33(C), pages 226-232.
    16. Norman V. Loayza & Claudio Raddatz, 2007. "The Structural Determinants of External Vulnerability," The World Bank Economic Review, World Bank, vol. 21(3), pages 359-387, October.
    17. Mario Forni & Lucrezia Reichlin, 1998. "Let's Get Real: A Factor Analytical Approach to Disaggregated Business Cycle Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 453-473.
    18. Krugman, Paul R., 1979. "Increasing returns, monopolistic competition, and international trade," Journal of International Economics, Elsevier, vol. 9(4), pages 469-479, November.
    19. Pierluigi Montalbano & Alessandro Federici & Carlo Pietrobelli & Umberto Triulzi, 2008. "Socioeconomic Vulnerability and Trade Liberalization: Cross-Country Evidence in Central and Eastern Europe," Chapters, in: José María Fanelli & Lyn Squire (ed.), Economic Reform in Developing Countries, chapter 2, Edward Elgar Publishing.
    20. Du, Zaichao & Zhang, Lin, 2015. "Home-purchase restriction, property tax and housing price in China: A counterfactual analysis," Journal of Econometrics, Elsevier, vol. 188(2), pages 558-568.
    21. 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.
    22. Lakatos, Csilla & Walmsley, Terrie, 2012. "Investment creation and diversion effects of the ASEAN–China free trade agreement," Economic Modelling, Elsevier, vol. 29(3), pages 766-779.
    23. Hnatkovska, Viktoria & Loayza, Norman, 2004. "Volatility and growth," Policy Research Working Paper Series 3184, The World Bank.
    24. Patrick Guillaumont, 2010. "Assessing the Economic Vulnerability of Small Island Developing States and the Least Developed Countries," Post-Print hal-00488679, HAL.
    25. Alwang, Jeffrey & Siegel, Paul B. & Jorgensen, Steen L., 2001. "Vulnerability : a view from different disciplines," Social Protection Discussion Papers and Notes 23304, The World Bank.
    26. Montalbano, Pierluigi, 2011. "Trade Openness and Developing Countries' Vulnerability: Concepts, Misconceptions, and Directions for Research," World Development, Elsevier, vol. 39(9), pages 1489-1502, September.
    27. Mr. Marco Terrones & Mr. Eswar S Prasad & Mr. Ayhan Kose, 2003. "Financial Integration and Macroeconomic Volatility," IMF Working Papers 2003/050, International Monetary Fund.
    28. 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.
    29. Jean, Sébastien & Mulder, Nanno & Ramos, María Priscila, 2014. "A general equilibrium, ex-post evaluation of the EU–Chile Free Trade Agreement," Economic Modelling, Elsevier, vol. 41(C), pages 33-45.
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    More about this item

    Keywords

    Free trade agreement; Vulnerability; Program evaluation; Counterfactual; Macau;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F15 - International Economics - - Trade - - - Economic Integration

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