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Impact Evaluation of Trade Interventions: Paving the Way

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  • Mattoo, Aaditya
  • Cadot, Olivier
  • Gourdon, Julien
  • Fernandes, Ana Margarida

Abstract

The focus of trade policy has shifted in recent years from economy-wide reductions in tariffs and trade restrictions towards targeted interventions to facilitate trade and promote exports. Most of these latter interventions are based on the new mantra of "aid-for-trade" rather than on hard evidence on what works and what doesn?t. On the one hand, rigorous impact-evaluation is needed to justify these interventions and to improve their design. On the other hand, rigorous evaluation is feasible because unlike traditional trade policy, these interventions tend to be targeted and so it is possible to construct treatment and control groups. When interventions are not targeted, such as in the case of customs reforms, some techniques, such as randomized control trials, may not be feasible but meaningful evaluation may still be possible. We discuss examples of impact evaluations using a range of methods (experimental and non-experimental) highlighting the particular issues and caveats arising in a trade context, and the valuable lessons that are already being learnt. We argue that systematically building impact evaluation into trade projects could lead to better policy design and a more credible case for "aid-for-trade."

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  • Mattoo, Aaditya & Cadot, Olivier & Gourdon, Julien & Fernandes, Ana Margarida, 2011. "Impact Evaluation of Trade Interventions: Paving the Way," CEPR Discussion Papers 8638, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:8638
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    as
    1. David McKenzie, 2010. "Impact Assessments in Finance and Private Sector Development: What Have We Learned and What Should We Learn?," The World Bank Research Observer, World Bank, vol. 25(2), pages 209-233, August.
    2. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    3. Abhijit Vinayak Banerjee & Alice H. Amsden & Robert H. Bates & Jagdish Bhagwati & Angus Deaton & Nicholas Stern, 2007. "Making Aid Work," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262026155, April.
    4. Xavier Giné & Inessa Love, 2010. "Do Reorganization Costs Matter for Efficiency? Evidence from a Bankruptcy Reform in Colombia," Journal of Law and Economics, University of Chicago Press, vol. 53(4), pages 833-864.
    5. Ravallion Martin, 2015. "On the Implications of Essential Heterogeneity for Estimating Causal Impacts Using Social Experiments," Journal of Econometric Methods, De Gruyter, vol. 4(1), pages 145-151, January.
    6. Miriam Bruhn, 2011. "License to Sell: The Effect of Business Registration Reform on Entrepreneurial Activity in Mexico," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 382-386, February.
    7. Balat, Jorge & Brambilla, Irene & Porto, Guido, 2009. "Realizing the gains from trade: Export crops, marketing costs, and poverty," Journal of International Economics, Elsevier, vol. 78(1), pages 21-31, June.
    8. Lopez-Acevedo , Gladys & Tinajero, Monica, 2010. "Mexico : impact evaluation of sme programs using panel firm data," Policy Research Working Paper Series 5186, The World Bank.
    9. Francois, Joseph & Manchin, Miriam, 2013. "Institutions, Infrastructure, and Trade," World Development, Elsevier, vol. 46(C), pages 165-175.
    10. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    11. Harrison, Ann E. & Rodriguez-Clare, Andres, 2009. "Trade, Foreign Investment, and Industrial Policy," MPRA Paper 15561, University Library of Munich, Germany.
    12. Matthias Helble & Catherine Mann & John Wilson, 2012. "Aid-for-trade facilitation," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 148(2), pages 357-376, June.
    13. Jaud, Melise & Cadot, Olivier, 2012. "A second look at the pesticides initiative program: evidence from Senegal," World Trade Review, Cambridge University Press, vol. 11(3), pages 490-506, July.
    14. Gamberoni, Elisa & Newfarmer, Richard, 2009. "Aid for trade : matching potential demand and supply," Policy Research Working Paper Series 4991, The World Bank.
    15. Hoekman, Bernard & Nicita, Alessandro, 2011. "Trade Policy, Trade Costs, and Developing Country Trade," World Development, Elsevier, vol. 39(12), pages 2069-2079.
    16. repec:diw:diwwpp:dp485 is not listed on IDEAS
    17. Ravallion, Martin, 2008. "Evaluating Anti-Poverty Programs," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 59, pages 3787-3846, Elsevier.
    18. Wagner, Don, 2003. "Aid and trade--an empirical study," Journal of the Japanese and International Economies, Elsevier, vol. 17(2), pages 153-173, June.
    19. Freund, Caroline & Rocha, Nadia, 2010. "What Constrains Africas Exports?," CAGE Online Working Paper Series 16, Competitive Advantage in the Global Economy (CAGE).
    20. Simeon Djankov & Caroline Freund & Cong S. Pham, 2010. "Trading on Time," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 166-173, February.
    21. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    22. Simone Juhasz Silva & Douglas Nelson, 2012. "Does Aid Cause Trade? Evidence from an Asymmetric Gravity Model," The World Economy, Wiley Blackwell, vol. 35(5), pages 545-577, May.
    23. Djebbari, Habiba & Smith, Jeffrey, 2008. "Heterogeneous impacts in PROGRESA," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 64-80, July.
    24. Hong Tan, 2009. "Evaluating SME support Programs in Chile using panel firm data," Policy Research Working Paper Series 5082, The World Bank.
    25. James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
    26. Christopher B. Barrett & Michael R. Carter, 2010. "The Power and Pitfalls of Experiments in Development Economics: Some Non-random Reflections," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(4), pages 515-548.
    27. repec:pri:rpdevs:morduch_microfinance_poor is not listed on IDEAS
    28. Raghuram G. Rajan & Arvind Subramanian, 2008. "Aid and Growth: What Does the Cross-Country Evidence Really Show?," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 643-665, November.
    29. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    30. Fan, Yanqin & Park, Sang Soo, 2010. "Sharp Bounds On The Distribution Of Treatment Effects And Their Statistical Inference," Econometric Theory, Cambridge University Press, vol. 26(3), pages 931-951, June.
    31. Abhijit V. Banerjee & Esther Duflo, 2009. "The Experimental Approach to Development Economics," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 151-178, May.
    32. Caroline Freund & Martha Denisse Pierola, 2015. "Export Superstars," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1023-1032, December.
    33. repec:idb:brikps:publication-detail,7101.html?id=21146 is not listed on IDEAS
    34. Rodrik, Dani, 2008. "The New Development Economics: We Shall Experiment, but How Shall We Learn?," Working Paper Series rwp08-055, Harvard University, John F. Kennedy School of Government.
    35. Portugal-Perez, Alberto & Wilson, John S., 2012. "Export Performance and Trade Facilitation Reform: Hard and Soft Infrastructure," World Development, Elsevier, vol. 40(7), pages 1295-1307.
    36. Abbring, Jaap H. & Heckman, James J., 2007. "Econometric Evaluation of Social Programs, Part III: Distributional Treatment Effects, Dynamic Treatment Effects, Dynamic Discrete Choice, and General Equilibrium Policy Evaluation," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 72, Elsevier.
    37. Steven Glazerman & Dan M. Levy & David Myers, "undated". "Nonexperimental Replications of Social Experiments: A Systematic Review," Mathematica Policy Research Reports 9e8a2edf60ef4fa89ad9a5acf, Mathematica Policy Research.
    38. Paul Brenton & Erik von Uexkull, 2014. "Product specific technical assistance for exports – has it been effective?," World Scientific Book Chapters, in: INTERNATIONAL TRADE, DISTRIBUTION AND DEVELOPMENT Empirical Studies of Trade Policies, chapter 18, pages 373-392, World Scientific Publishing Co. Pte. Ltd..
    39. Todd, Petra E., 2008. "Evaluating Social Programs with Endogenous Program Placement and Selection of the Treated," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 60, pages 3847-3894, Elsevier.
    40. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    41. David McKenzie, 2011. "How Can We Learn Whether Firm Policies Are Working in Africa? Challenges (and Solutions?) For Experiments and Structural Models -super-†," Journal of African Economies, Centre for the Study of African Economies, vol. 20(4), pages 600-625, August.
    42. Calì, Massimiliano & te Velde, Dirk Willem, 2011. "Does Aid for Trade Really Improve Trade Performance?," World Development, Elsevier, vol. 39(5), pages 725-740, May.
    43. McKenzie, David, 2012. "Beyond baseline and follow-up: The case for more T in experiments," Journal of Development Economics, Elsevier, vol. 99(2), pages 210-221.
    44. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Beyond the average effects: The distributional impacts of export promotion programs in developing countries," Journal of Development Economics, Elsevier, vol. 92(2), pages 201-214, July.
    45. Lederman, Daniel & Olarreaga, Marcelo & Payton, Lucy, 2010. "Export promotion agencies: Do they work?," Journal of Development Economics, Elsevier, vol. 91(2), pages 257-265, March.
    46. Charles F. Manski, 1997. "The Mixing Problem in Programme Evaluation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 537-553.
    47. Jonathan Morduch, 1998. "Does Microfinance Really Help the Poor? New Evidence from Flagship Programs in Bangladesh," Working Papers 198, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    48. Klapper, Leora & Love, Inessa, 2010. "The impact of business environment reforms on new firm registration," Policy Research Working Paper Series 5493, The World Bank.
    49. Freund, Caroline & Pierola, Martha Denisse, 2010. "Export entrepreneurs : evidence from Peru," Policy Research Working Paper Series 5407, The World Bank.
    50. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    51. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Beyond the average effects: The distributional impacts of export promotion programs in developing countries," Journal of Development Economics, Elsevier, vol. 92(2), pages 201-214, July.
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    Cited by:

    1. Frederick Mayer & William Milberg, 2013. "Aid for Trade in a world of global value chains: chain power, the distribution of rents and implications for the form of aid," Global Development Institute Working Paper Series ctg-2013-34, GDI, The University of Manchester.
    2. Luca Salvatici & Silvia Nenci, 2017. "New features, forgotten costs and counterfactual gains of the international trading system," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(4), pages 592-633.
    3. Independent Evaluation Group, 2013. "Evaluation of the International Finance Corporation's Global Trade Finance Program, 2006-12," World Bank Publications - Books, The World Bank Group, number 15769.

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    More about this item

    Keywords

    Impact evaluation; Trade competitiveness; Trade facilitation; Aid for trade; Export promotion; Randomized control trials; Propensity-score matching;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • O24 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy

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