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The quality of Aid for Trade flows and economic complexity

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  • Sèna Kimm Gnangnon

    (The World Bank Group)

Abstract

The few existing studies on the effect of Aid for Trade (AfT) flows on economic complexity have reached inconclusive outcomes. The present analysis re-examines this issue through the lens of the concept of ‘quality of AfT flows’ that takes into account not only the amount of AfT flows, but also the predictability and volatility of these capital inflows. A country enjoys a better quality of AfT flows if it receives higher AfT flows in predictable and less volatile fashions. We investigate the effect of the quality of AfT flows on economic complexity, over a set of 86 countries and the period from 2004 to 2019, and using the within fixed effects estimator and the Method of Moments Quantile Regression with fixed effects approach. The findings suggest that not only does a better quality of AfT flows fosters economic complexity in recipient countries, but its positive effect is larger in less complex economies (including poorest countries) than in relatively more complex economies among recipient countries. These findings reveal that what really matters for the enhancement of economic complexity in developing countries may not be only the amounts of the total AfT flows, but more importantly the predictability and the stability of these resource inflows. Improving the quality of AfT flows by increasing AfT amounts in predictable and stable fashions would be beneficial to developing countries and particularly to a greater extent to poorest countries among them.

Suggested Citation

  • Sèna Kimm Gnangnon, 2024. "The quality of Aid for Trade flows and economic complexity," International Economics and Economic Policy, Springer, vol. 21(4), pages 705-747, October.
  • Handle: RePEc:kap:iecepo:v:21:y:2024:i:4:d:10.1007_s10368-024-00593-0
    DOI: 10.1007/s10368-024-00593-0
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    1. Mohamed Saadi, 2020. "Remittance Inflows and Export Complexity: New Evidence from Developing and Emerging Countries," Journal of Development Studies, Taylor & Francis Journals, vol. 56(12), pages 2266-2292, December.
    2. Feng, Ling & Li, Zhiyuan & Swenson, Deborah L., 2016. "The connection between imported intermediate inputs and exports: Evidence from Chinese firms," Journal of International Economics, Elsevier, vol. 101(C), pages 86-101.
    3. Henry Laverde-Rojas & Juan C. Correa, 2019. "Can scientific productivity impact the economic complexity of countries?," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(1), pages 267-282, July.
    4. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    5. Chen, Natalie & Juvenal, Luciana, 2022. "Markups, quality, and trade costs," Journal of International Economics, Elsevier, vol. 137(C).
    6. Robert Lensink & Oliver Morrissey, 2000. "Aid instability as a measure of uncertainty and the positive impact of aid on growth," Journal of Development Studies, Taylor & Francis Journals, vol. 36(3), pages 31-49.
    7. Liu, Qing & Qiu, Larry D., 2016. "Intermediate input imports and innovations: Evidence from Chinese firms' patent filings," Journal of International Economics, Elsevier, vol. 103(C), pages 166-183.
    8. James J. Heckman & Jeffrey Smith & Nancy Clements, 1997. "Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 487-535.
    9. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    10. Shahzad, Umer & Madaleno, Mara & Dagar, Vishal & Ghosh, Sudeshna & Doğan, Buhari, 2022. "Exploring the role of export product quality and economic complexity for economic progress of developed economies: Does institutional quality matter?," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 40-51.
    11. 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.
    12. Maria Bas & Vanessa Strauss-Kahn, 2013. "Input-Trade Liberalization, Export Prices and Quality Upgrading," Working Papers hal-03460775, HAL.
    13. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    14. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    15. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    16. Colantone, Italo & Crinò, Rosario, 2014. "New imported inputs, new domestic products," Journal of International Economics, Elsevier, vol. 92(1), pages 147-165.
    17. Jean-Jacques Hallaert & Laura Munro, 2009. "Binding Constraints to Trade Expansion: Aid for Trade Objectives and Diagnostics Tools," OECD Trade Policy Papers 94, OECD Publishing.
    18. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    19. Puga, Diego & Trefler, Daniel, 2010. "Wake up and smell the ginseng: International trade and the rise of incremental innovation in low-wage countries," Journal of Development Economics, Elsevier, vol. 91(1), pages 64-76, January.
    20. Lisa Chauvet & Patrick Guillaumont, 2009. "Aid, Volatility, and Growth Again: When Aid Volatility Matters and When it Does Not," Review of Development Economics, Wiley Blackwell, vol. 13(3), pages 452-463, August.
    21. Mariana Vijil & Laurent Wagner, 2012. "Does Aid for Trade Enhance Export Performance? Investigating the Infrastructure Channel," The World Economy, Wiley Blackwell, vol. 35(7), pages 838-868, July.
    22. Nouira, Ridha & Plane, Patrick & Sekkat, Khalid, 2011. "Exchange rate undervaluation and manufactured exports: A deliberate strategy?," Journal of Comparative Economics, Elsevier, vol. 39(4), pages 584-601.
    23. Jaime DE MELO & Laurent WAGNER, 2016. "Aid for Trade and the Trade Facilitation Agreement: What they can do for LDCs," Working Papers P153, FERDI.
    24. Arellano, Cristina & Bulír, Ales & Lane, Timothy & Lipschitz, Leslie, 2009. "The dynamic implications of foreign aid and its variability," Journal of Development Economics, Elsevier, vol. 88(1), pages 87-102, January.
    25. Nguyen, Canh Phuc & Schinckus, Christophe & Su, Thanh Dinh, 2020. "The drivers of economic complexity: International evidence from financial development and patents," International Economics, Elsevier, vol. 164(C), pages 140-150.
    26. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    27. Lapatinas, Athanasios, 2019. "The effect of the Internet on economic sophistication: An empirical analysis," Economics Letters, Elsevier, vol. 174(C), pages 35-38.
    28. repec:dau:papers:123456789/5400 is not listed on IDEAS
    29. François Bourguignon & Mark Sundberg, 2007. "Aid Effectiveness – Opening the Black Box," American Economic Review, American Economic Association, vol. 97(2), pages 316-321, May.
    30. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 489-530.
    31. 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.
    32. Gnangnon, Sèna Kimm, 2022. "Effect of the utilization of non-reciprocal trade preferences offered by the QUAD countries on beneficiary countries' economic complexity," Journal of the Japanese and International Economies, Elsevier, vol. 65(C).
    33. Haichao Fan & Yao Amber Li & Stephen R. Yeaple, 2015. "Trade Liberalization, Quality, and Export Prices," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1033-1051, December.
    34. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, April.
    35. Bedassa Tadesse & Elias Shukralla & Bichaka Fayissa, 2017. "Are bilateral and multilateral aid-for-trade complementary?," The World Economy, Wiley Blackwell, vol. 40(10), pages 2125-2152, October.
    36. Maggioni, Daniela & Lo Turco, Alessia & Gallegati, Mauro, 2016. "Does product complexity matter for firms' output volatility?," Journal of Development Economics, Elsevier, vol. 121(C), pages 94-109.
    37. Sèna Kimm Gnangnon, 2014. "The Effect of Development Aid Unpredictability and Migrants' Remittances on Fiscal Consolidation in Developing Countries," Post-Print halshs-00921280, HAL.
    38. Regolo, Julie, 2013. "Export diversification: How much does the choice of the trading partner matter?," Journal of International Economics, Elsevier, vol. 91(2), pages 329-342.
    39. Ricardo Hausmann & César Hidalgo, 2011. "The network structure of economic output," Journal of Economic Growth, Springer, vol. 16(4), pages 309-342, December.
    40. Jorge Miranda Pinto, 2021. "Production Network Structure, Service Share, and Aggregate Volatility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 146-173, January.
    41. Yuanhong Hu & Min Jiang & Sheng Sun & Yixin Dai, 2022. "Does Trade Facilitation Promote Export Technological Sophistication? Evidence From the European Transition Countries," SAGE Open, , vol. 12(2), pages 21582440221, June.
    42. Agénor, Pierre-Richard & Aizenman, Joshua, 2010. "Aid volatility and poverty traps," Journal of Development Economics, Elsevier, vol. 91(1), pages 1-7, January.
    43. Chandan Sharma & Debdatta Pal, 2021. "Revisiting resource curse puzzle: new evidence from heterogeneous panel analysis," Applied Economics, Taylor & Francis Journals, vol. 53(8), pages 897-912, February.
    44. repec:bla:rdevec:v:13:y:2009:i:s1:p:452-463 is not listed on IDEAS
    45. Gustavo Javier Canavire‐Bacarreza & Eric Neumayer & Peter Nunnenkamp, 2015. "Why Aid is Unpredictable: An Empirical Analysis of the Gap Between Actual and Planned Aid Flows," Journal of International Development, John Wiley & Sons, Ltd., vol. 27(4), pages 440-463, 05-27.
    46. Sèna Kimm Gnangnon & Michael Roberts, 2017. "Aid for Trade, Foreign Direct Investment and Export Upgrading in Recipient Countries," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 8(02), pages 1-36, June.
    47. Oya Celasun & Jan Walliser, 2008. "Predictability of aid: Do fickle donors undermine aid effectiveness? [‘The colonial origins of comparative development: An empirical investigation’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(55), pages 546-594.
    48. Matthias Busse & Ruth Hoekstra & Jens Königer, 2012. "The Impact of Aid for Trade Facilitation on the Costs of Trading," Kyklos, Wiley Blackwell, vol. 65(2), pages 143-163, May.
    49. Sèna Kimm Gnangnon, 2019. "Aid for trade and export diversification in recipient‐countries," The World Economy, Wiley Blackwell, vol. 42(2), pages 396-418, February.
    50. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    51. Bedassa Tadesse & Elias Shukralla & Bichaka Fayissa, 2019. "Institutional quality and the effectiveness of aid for trade," Applied Economics, Taylor & Francis Journals, vol. 51(39), pages 4233-4254, August.
    52. Svensson, Jakob, 2003. "Why conditional aid does not work and what can be done about it?," Journal of Development Economics, Elsevier, vol. 70(2), pages 381-402, April.
    53. Maurice Kugler & Eric Verhoogen, 2009. "Plants and Imported Inputs: New Facts and an Interpretation," American Economic Review, American Economic Association, vol. 99(2), pages 501-507, May.
    54. Haichao Fan & Yao Amber Li & Stephen R. Yeaple, 2015. "Trade Liberalization, Quality, and Export Prices," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1033-1051, December.
    55. Sabiou Inoua, 2016. "A Simple Measure of Economic Complexity," Papers 1601.05012, arXiv.org, revised May 2023.
    56. Simon Feeny & Mark McGillivray, 2009. "Aid allocation to fragile states: Absorptive capacity constraints," Journal of International Development, John Wiley & Sons, Ltd., vol. 21(5), pages 618-632.
    57. Karsten Mau, 2016. "Export diversification and income differences reconsidered: The extensive product margin in theory and application," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(2), pages 351-381, May.
    58. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    59. Lan Khanh Chu, 2020. "The effects of financial development on economic sophistication: evidence from panel data," Applied Economics Letters, Taylor & Francis Journals, vol. 27(15), pages 1260-1263, September.
    60. Pierre-Richard Agénor & Nihal Bayraktar, 2020. "Aid Volatility, Human Capital, and Growth," Journal of Human Capital, University of Chicago Press, vol. 14(3), pages 401-448.
    61. Sèna Kimm Gnangnon, 2020. "Effect of Aid for Trade Unpredictability on Trade Policy in Recipient-Countries," Arthaniti: Journal of Economic Theory and Practice, , vol. 19(2), pages 177-203, December.
    62. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    63. Kamguia, Brice & Tadadjeu, Sosson & Miamo, Clovis & Njangang, Henri, 2022. "Does foreign aid impede economic complexity in developing countries?," International Economics, Elsevier, vol. 169(C), pages 71-88.
    64. David Fielding & George Mavrotas, 2008. "Aid Volatility and Donor–Recipient Characteristics in ‘Difficult Partnership Countries’," Economica, London School of Economics and Political Science, vol. 75(299), pages 481-494, August.
    65. Koen Frenken & Frank Van Oort & Thijs Verburg, 2007. "Related Variety, Unrelated Variety and Regional Economic Growth," Regional Studies, Taylor & Francis Journals, vol. 41(5), pages 685-697.
    66. Kathavate, Jay & Mallik, Girijasankar, 2012. "The impact of the Interaction between institutional quality and aid volatility on growth: theory and evidence," Economic Modelling, Elsevier, vol. 29(3), pages 716-724.
    67. Kodama, Masahiro, 2012. "Aid Unpredictability and Economic Growth," World Development, Elsevier, vol. 40(2), pages 266-272.
    68. Rajiv Nathoo & Ruhul Salim & Vinaye Ancharaz & Mahfuz Kabir, 2021. "Does aid for trade diversify sub-Saharan Africa’s exports at the intensive and extensive margins?," Applied Economics, Taylor & Francis Journals, vol. 53(55), pages 6412-6425, November.
    69. Matthieu Cristelli & Andrea Tacchella & Luciano Pietronero, 2015. "The Heterogeneous Dynamics of Economic Complexity," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-15, February.
    70. Bas, Maria & Strauss-Kahn, Vanessa, 2015. "Input-trade liberalization, export prices and quality upgrading," Journal of International Economics, Elsevier, vol. 95(2), pages 250-262.
    71. Mr. Peter S. Heller, 2005. "Pity the Finance Minister: Issues in Managing a Substantial Scaling-Up of Aid Flows," IMF Working Papers 2005/180, International Monetary Fund.
    72. Neanidis, Kyriakos C. & Varvarigos, Dimitrios, 2009. "The allocation of volatile aid and economic growth: Theory and evidence," European Journal of Political Economy, Elsevier, vol. 25(4), pages 447-462, December.
    73. Ermias Weldemicael, 2014. "Technology, Trade Costs and Export Sophistication," The World Economy, Wiley Blackwell, vol. 37(1), pages 14-41, January.
    74. Dang Luu Hai, 2021. "Aid for trade and export sophistication in recipient countries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(4), pages 530-548, May.
    75. Tacchella, A. & Cristelli, M. & Caldarelli, G. & Gabrielli, A. & Pietronero, L., 2013. "Economic complexity: Conceptual grounding of a new metrics for global competitiveness," Journal of Economic Dynamics and Control, Elsevier, vol. 37(8), pages 1683-1691.
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