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Sectoral effects of development aid on post-war violence: spatially disaggregated evidence from the Great Lakes region

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  • Leonhard, Lucas Kori

Abstract

In the 1990s and early 2000s, Africa’s Great Lakes region experienced some of the most devastating conflicts in recent history. Following a fragile peace negotiated in the mid-2000s, international donors allocated over $38 billion in development aid to support stabilization across the region. This study evaluates the effectiveness of these efforts through a spatially and sectorally disaggregated analysis of over 100 districts and provinces in the Democratic Republic of Congo, Uganda, and Burundi. To ensure robust inference, I employ a combination of negative binomial regression with coarsened exact matching on subnational administrative units and difference-in-differences estimations on locally defined buffer zones.

Suggested Citation

  • Leonhard, Lucas Kori, 2025. "Sectoral effects of development aid on post-war violence: spatially disaggregated evidence from the Great Lakes region," World Development, Elsevier, vol. 195(C).
  • Handle: RePEc:eee:wdevel:v:195:y:2025:i:c:s0305750x2500230x
    DOI: 10.1016/j.worlddev.2025.107144
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    References listed on IDEAS

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    1. Child, Travers Barclay, 2019. "Conflict and counterinsurgency aid: Drawing sectoral distinctions," Journal of Development Economics, Elsevier, vol. 141(C).
    2. Khanna, Gaurav & Zimmermann, Laura, 2017. "Guns and butter? Fighting violence with the promise of development," Journal of Development Economics, Elsevier, vol. 124(C), pages 120-141.
    3. Anke Hoeffler & Syeda Shahbano Ijaz & Sarah von Billerbeck, 2011. "Post-Conflict Recovery and Peacebuilding," World Bank Publications - Reports 9184, The World Bank Group.
    4. Eli Berman & Joseph H. Felter & Jacob N. Shapiro & Erin Troland, 2013. "Modest, Secure, and Informed: Successful Development in Conflict Zones," American Economic Review, American Economic Association, vol. 103(3), pages 512-517, May.
    5. Sexton, Renard, 2016. "Aid as a Tool against Insurgency: Evidence from Contested and Controlled Territory in Afghanistan," American Political Science Review, Cambridge University Press, vol. 110(4), pages 731-749, November.
    6. Paul Collier & Anke Hoeffler, 2004. "Greed and grievance in civil war," Oxford Economic Papers, Oxford University Press, vol. 56(4), pages 563-595, October.
    7. Tierney, Michael J. & Nielson, Daniel L. & Hawkins, Darren G. & Roberts, J. Timmons & Findley, Michael G. & Powers, Ryan M. & Parks, Bradley & Wilson, Sven E. & Hicks, Robert L., 2011. "More Dollars than Sense: Refining Our Knowledge of Development Finance Using AidData," World Development, Elsevier, vol. 39(11), pages 1891-1906.
    8. Keele, Luke & Stevenson, Randolph T. & Elwert, Felix, 2020. "The causal interpretation of estimated associations in regression models," Political Science Research and Methods, Cambridge University Press, vol. 8(1), pages 1-13, January.
    9. Stoop, Nik & Verpoorten, Marijke & van der Windt, Peter, 2019. "Artisanal or industrial conflict minerals? Evidence from Eastern Congo," World Development, Elsevier, vol. 122(C), pages 660-674.
    10. Greg Adams, 2015. "Honing the proper edge: CERP and the two-sided potential of military-led development in Afghanistan," Economics of Peace and Security Journal, EPS Publishing, vol. 10(2), pages 53-60, October.
    11. Karell, Daniel & Schutte, Sebastian, 2018. "Aid, Exclusion, and the Local Dynamics of Insurgency in Afghanistan," SocArXiv 6ea2r, Center for Open Science.
    12. repec:osf:socarx:6ea2r_v1 is not listed on IDEAS
    13. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    14. Andrew Beath & Fotini Christia & Ruben Enikolopov, 2011. "Winning Hearts and Minds through Development Aid: Evidence from a Field Experiment in Afghanistan," Working Papers w0166, New Economic School (NES).
    15. Blattman, Christopher & Annan, Jeannie, 2016. "Can Employment Reduce Lawlessness and Rebellion? A Field Experiment with High-Risk Men in a Fragile State," American Political Science Review, Cambridge University Press, vol. 110(1), pages 1-17, February.
    16. Ho, Daniel E. & Imai, Kosuke & King, Gary & Stuart, Elizabeth A., 2007. "Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference," Political Analysis, Cambridge University Press, vol. 15(3), pages 199-236, July.
    17. Haass, Felix & Ottmann, Martin, 2017. "Profits from Peace: The Political Economy of Power-Sharing and Corruption," World Development, Elsevier, vol. 99(C), pages 60-74.
    18. Walter, Barbara F. & Howard, Lise Morje & Fortna, V. Page, 2021. "The Extraordinary Relationship between Peacekeeping and Peace," British Journal of Political Science, Cambridge University Press, vol. 51(4), pages 1705-1722, October.
    19. Deniz Cil & Hanne Fjelde & Lisa Hultman & Desirée Nilsson, 2020. "Mapping blue helmets: Introducing the Geocoded Peacekeeping Operations (Geo-PKO) dataset," Journal of Peace Research, Peace Research Institute Oslo, vol. 57(2), pages 360-370, March.
    20. Fearon, James D. & Laitin, David D., 2003. "Ethnicity, Insurgency, and Civil War," American Political Science Review, Cambridge University Press, vol. 97(1), pages 75-90, February.
    21. Chauvet, Lisa & Collier, Paul & Duponchel, Marguerite, 2010. "What explains aid project success in post-conflict situations ?," Policy Research Working Paper Series 5418, The World Bank.
    22. Travers B Child, 2023. "Losing Hearts & Minds: Aid and Ideology," Journal of Conflict Resolution, Peace Science Society (International), vol. 67(2-3), pages 457-493, February.
    23. Eli Berman & Michael Callen & Joseph H. Felter & Jacob N. Shapiro, 2011. "Do Working Men Rebel? Insurgency and Unemployment in Afghanistan, Iraq, and the Philippines," Journal of Conflict Resolution, Peace Science Society (International), vol. 55(4), pages 496-528, August.
    24. Datzberger, Simone, 2018. "Why education is not helping the poor. Findings from Uganda," World Development, Elsevier, vol. 110(C), pages 124-139.
    25. Daniel Chris Khomba & Alex Trew, 2022. "Aid and Local Growth in Malawi," Journal of Development Studies, Taylor & Francis Journals, vol. 58(8), pages 1478-1500, August.
    26. Tiffany Chou, 2012. "Does development assistance reduce violence? Evidence from Afghanistan," Economics of Peace and Security Journal, EPS Publishing, vol. 7(2), pages 5-13, July.
    27. Stoop, Nik & Verpoorten, Marijke & van der Windt, Peter, 2019. "Artisanal or industrial conflict minerals?," IOB Analyses & Policy Briefs 39, Universiteit Antwerpen, Institute of Development Policy (IOB).
    28. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    29. Benjamin Crost & Joseph Felter & Patrick Johnston, 2014. "Aid under Fire: Development Projects and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1833-1856, June.
    30. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
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    Keywords

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    JEL classification:

    • F35 - International Economics - - International Finance - - - Foreign Aid
    • D74 - Microeconomics - - Analysis of Collective Decision-Making - - - Conflict; Conflict Resolution; Alliances; Revolutions
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O19 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - International Linkages to Development; Role of International Organizations

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