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Trading in Clusters and the Future of Small-Scale Trade in the Borderlands of the Great Lakes Region of Africa

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  • Bucekuderhwa,Célestin B.
  • Kunaka,Charles
  • Mvunga,Nyembezi
  • Ibale,Douglas Amuli

Abstract

This paper presents a coping strategy that small-scale cross-border traders adopted in response to the shock of the COVID-19 pandemic and examines its impact. Using a cross-sectional data set of 1,159 traders from the borderlands of the Democratic Republic of Congo and Rwanda, the paper assesses the impact of adopting the Cluster Trading Approach on trade outcomes, household income and poverty reduction. When applying a local average treatment effect approach, the findings reveal that adoption of the CTA causes at least 21 and 31 percentage point increases in traders' turnover and profit respectively. The household income analysis and poverty decomposition highlight an increase in income, even within the depth and severity of poverty. Thus, although access to capital is important for small-scale cross-border traders joining a cluster according to the literature, the results show that the level of capital is less important for income increase once there. As the results are robust to competing explanations and heterogeneity of the sample, the paper concludes that the Cluster Trading Approach is a poverty-reducing strategy and discusses the challenges for its sustainability.

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  • Bucekuderhwa,Célestin B. & Kunaka,Charles & Mvunga,Nyembezi & Ibale,Douglas Amuli, 2023. "Trading in Clusters and the Future of Small-Scale Trade in the Borderlands of the Great Lakes Region of Africa," Policy Research Working Paper Series 10581, The World Bank.
  • Handle: RePEc:wbk:wbrwps:10581
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    References listed on IDEAS

    as
    1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LLC, vol. 3(1), pages 1-31, March.
    2. Luisa Mart𓐊Author-X-Name-First: Luisa & Leandro Garc𨀍, 2014. "The importance of the Logistics Performance Index in international trade," Applied Economics, Taylor & Francis Journals, vol. 46(24), pages 2982-2992, August.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    5. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
    6. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    7. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    8. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    9. Abadie, Alberto, 2003. "Semiparametric instrumental variable estimation of treatment response models," Journal of Econometrics, Elsevier, vol. 113(2), pages 231-263, April.
    10. Nguezet, Paul Martin Dontsop & Diagne, Aliou & Okoruwa, Victor Olusegun & Ojehomon, Vivian, 2011. "Impact of Improved Rice Technology (NERICA varieties) on Income and Poverty among Rice Farming Households in Nigeria: A Local Average Treatment Effect (LATE) Approach," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 50(3), pages 1-25.
    11. Bernard, Tanguy & Spielman, David J., 2009. "Reaching the rural poor through rural producer organizations? A study of agricultural marketing cooperatives in Ethiopia," Food Policy, Elsevier, vol. 34(1), pages 60-69, February.
    12. Kersting, Sarah & Wollni, Meike, 2012. "New institutional arrangements and standard adoption: Evidence from small-scale fruit and vegetable farmers in Thailand," Food Policy, Elsevier, vol. 37(4), pages 452-462.
    13. Muûls, Mirabelle, 2015. "Exporters, importers and credit constraints," Journal of International Economics, Elsevier, vol. 95(2), pages 333-343.
    14. Markelova, Helen & Meinzen-Dick, Ruth & Hellin, Jon & Dohrn, Stephan, 2009. "Collective action for smallholder market access," Food Policy, Elsevier, vol. 34(1), pages 1-7, February.
    15. 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.
    16. Bacon, Christopher, 2005. "Confronting the Coffee Crisis: Can Fair Trade, Organic, and Specialty Coffees Reduce Small-Scale Farmer Vulnerability in Northern Nicaragua?," World Development, Elsevier, vol. 33(3), pages 497-511, March.
    17. Daniel Sakyi & José Villaverde & Adolfo Maza & Isaac Bonuedi, 2017. "The Effects of Trade and Trade Facilitation on Economic Growth in Africa," African Development Review, African Development Bank, vol. 29(2), pages 350-361, June.
    18. Wu, De-Min, 1973. "Alternative Tests of Independence Between Stochastic Regressors and Disturbances," Econometrica, Econometric Society, vol. 41(4), pages 733-750, July.
    19. Inmaculada Martinez-Zarzoso & Eva Maria Perez-Garcia & Celestino Suarez-Burguet, 2008. "Do transport costs have a differential effect on trade at the sectoral level?," Applied Economics, Taylor & Francis Journals, vol. 40(24), pages 3145-3157.
    20. repec:sae:mrxval:v:54:y:2020:i:2:p:388-422 is not listed on IDEAS
    21. Barham, James & Chitemi, Clarence, 2009. "Collective action initiatives to improve marketing performance: Lessons from farmer groups in Tanzania," Food Policy, Elsevier, vol. 34(1), pages 53-59, February.
    22. Petra Adelajda Zaninović & Vinko Zaninović & Helga Pavlić Skender, 2021. "The effects of logistics performance on international trade: EU15 vs CEMS," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 34(1), pages 1566-1582, January.
    23. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    24. Eddy Balemba Kanyurhi & Célestin Bashige Bucekuderhwa & Heureuse Labii Kadurha, 2018. "Les déterminants du crowdfunding hors ligne : une étude empirique sur les entrepreneurs et investisseurs potentiels à Bukavu," Innovations, De Boeck Université, vol. 0(2), pages 187-215.
    25. Park, June & Chung, Eunbin, 2021. "Learning from past pandemic governance: Early response and Public-Private Partnerships in testing of COVID-19 in South Korea," World Development, Elsevier, vol. 137(C).
    26. Poulton, Colin & Dorward, Andrew & Kydd, Jonathan, 2010. "The Future of Small Farms: New Directions for Services, Institutions, and Intermediation," World Development, Elsevier, vol. 38(10), pages 1413-1428, October.
    27. Charles F. Manski & John V. Pepper, 2000. "Monotone Instrumental Variables, with an Application to the Returns to Schooling," Econometrica, Econometric Society, vol. 68(4), pages 997-1012, July.
    28. Christopher Neilson & Maria Guerrero & John Humphries & Naomi Shimberg & Gabriel Ulyssea, 2021. "Small Firms and the Pandemic: Evidence From Latin America," Working Papers 651, Princeton University, Department of Economics, Industrial Relations Section..
    29. Narrod, Clare & Roy, Devesh & Okello, Julius & Avendaño, Belem & Rich, Karl & Thorat, Amit, 2009. "Public-private partnerships and collective action in high value fruit and vegetable supply chains," Food Policy, Elsevier, vol. 34(1), pages 8-15, February.
    30. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    31. Guerrero-Amezaga, Maria Elena & Humphries, John Eric & Neilson, Christopher A. & Shimberg, Naomi & Ulyssea, Gabriel, 2022. "Small firms and the pandemic: Evidence from Latin America," Journal of Development Economics, Elsevier, vol. 155(C).
    32. Elisabeth Fischer & Matin Qaim, 2014. "Smallholder Farmers and Collective Action: What Determines the Intensity of Participation?," Journal of Agricultural Economics, Wiley Blackwell, vol. 65(3), pages 683-702, September.
    33. A. Ford Ramsey & Barry K. Goodwin & William F. Hahn & Matthew T. Holt, 2021. "Impacts of COVID‐19 and Price Transmission in U.S. Meat Markets," Agricultural Economics, International Association of Agricultural Economists, vol. 52(3), pages 441-458, May.
    34. Emily Schmidt & Paul Dorosh & Rachel Gilbert, 2021. "Impacts of COVID‐19 induced income and rice price shocks on household welfare in Papua New Guinea: Household model estimates," Agricultural Economics, International Association of Agricultural Economists, vol. 52(3), pages 391-406, May.
    35. Wong, Wei-Kang, 2004. "How good are trade and telephone call traffic in bridging income gaps and TFP gaps?," Journal of International Economics, Elsevier, vol. 64(2), pages 441-463, December.
    36. Meike Wollni & Manfred Zeller, 2007. "Do farmers benefit from participating in specialty markets and cooperatives? The case of coffee marketing in Costa Rica1," Agricultural Economics, International Association of Agricultural Economists, vol. 37(2‐3), pages 243-248, September.
    37. Johan Swinnen & Rob Vos, 2021. "COVID‐19 and impacts on global food systems and household welfare: Introduction to a special issue," Agricultural Economics, International Association of Agricultural Economists, vol. 52(3), pages 365-374, May.
    38. Priya Ranjan & Jae Young Lee, 2007. "Contract Enforcement And International Trade," Economics and Politics, Wiley Blackwell, vol. 19(2), pages 191-218, July.
    39. Kim, Se-Jik & Kim, Yong Jin, 2000. "Growth gains from trade and education," Journal of International Economics, Elsevier, vol. 50(2), pages 519-545, April.
    40. Gelo, Dambala & Muchapondwa, Edwin & Shimeles, Abebe & Dikgang, Johane, 2019. "Welfare Effect and Elite Capture in Agricultural Cooperatives Intervention: Evidence from Ethiopian Villages," IZA Discussion Papers 12495, Institute of Labor Economics (IZA).
    41. Miao, Qing & Schwarz, Susan & Schwarz, Gary, 2021. "Responding to COVID-19: Community volunteerism and coproduction in China," World Development, Elsevier, vol. 137(C).
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