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Mapping community development aid: Spatial analysis in Myanmar

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  • Jung, Woojin

Abstract

Development aid has greater potential to alleviate poverty when targeted towards areas of concentrated need. However, the body of research examining subnational aid targeting is often constrained to state- or district-level analysis due to the lack of aid or wealth data in small regions. This study fills this gap by examining the poverty orientation of aid at the granular spatial units where the pro-poor interventions are implemented. Specifically, it explores the extent to which community-centered development (CCD) in Myanmar takes place in poor villages. This paper estimates aid presence and density, given regional poverty, by linking detailed aid location with nightlight luminosity and wealth-related data. Overall, densely aided areas tend to shine brighter and have a lower share of vulnerable populations. However, for villages with similar luminosity, aid goes to areas with fewer resources. This study also finds heterogeneity in the targeting practice among donors who adopt different ideologies. The market-oriented World Bank project supports poorer villages whereas the Korean International Cooperation Agency’s project, drawing from the developmental state, includes villages close to conflict zones. Some evidence of needs-based allocation in this study runs counter to previous findings that aid favors richer states and districts. The result of this study suggests that analyzing aid at a fine-grained level with high resolution spatial data can provide a more nuanced view of aid targeting.

Suggested Citation

  • Jung, Woojin, 2023. "Mapping community development aid: Spatial analysis in Myanmar," World Development, Elsevier, vol. 164(C).
  • Handle: RePEc:eee:wdevel:v:164:y:2023:i:c:s0305750x2200314x
    DOI: 10.1016/j.worlddev.2022.106124
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    1. Kotsadam, Andreas & Østby, Gudrun & Rustad, Siri Aas & Tollefsen, Andreas Forø & Urdal, Henrik, 2018. "Development aid and infant mortality. Micro-level evidence from Nigeria," World Development, Elsevier, vol. 105(C), pages 59-69.
    2. Christina Paxson & Norbert R. Schady, 2002. "The Allocation and Impact of Social Funds: Spending on School Infrastructure in Peru," The World Bank Economic Review, World Bank, vol. 16(2), pages 297-319, August.
    3. 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.
    4. Hannes Öhler & Peter Nunnenkamp, 2014. "Needs-Based Targeting or Favoritism? The Regional Allocation of Multilateral Aid within Recipient Countries," Kyklos, Wiley Blackwell, vol. 67(3), pages 420-446, August.
    5. David Coady & Margaret Grosh & John Hoddinott, 2004. "Targeting of Transfers in Developing Countries : Review of Lessons and Experience," World Bank Publications - Books, The World Bank Group, number 14902.
    6. Child, Travers Barclay, 2019. "Conflict and counterinsurgency aid: Drawing sectoral distinctions," Journal of Development Economics, Elsevier, vol. 141(C).
    7. David E. Sahn & David Stifel, 2003. "Exploring Alternative Measures of Welfare in the Absence of Expenditure Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(4), pages 463-489, December.
    8. Whittington, Dale & Jeuland, Marc & Barker, Kate & Yuen, Yvonne, 2012. "Setting Priorities, Targeting Subsidies among Water, Sanitation, and Preventive Health Interventions in Developing Countries," World Development, Elsevier, vol. 40(8), pages 1546-1568.
    9. Matthew Zurstrassen, 2020. "A Review of the Myanmar National Community Driven Development Project in Conflict-Affected Contexts," World Bank Publications - Reports 34141, The World Bank Group.
    10. Eli Berman & Jacob N. Shapiro & Joseph H. Felter, 2011. "Can Hearts and Minds Be Bought? The Economics of Counterinsurgency in Iraq," Journal of Political Economy, University of Chicago Press, vol. 119(4), pages 766-819.
    11. Chris Elbers & Jean O. Lanjouw & Peter Lanjouw, 2003. "Micro--Level Estimation of Poverty and Inequality," Econometrica, Econometric Society, vol. 71(1), pages 355-364, January.
    12. Franck, Raphaël & Rainer, Ilia, 2012. "Does the Leader's Ethnicity Matter? Ethnic Favoritism, Education, and Health in Sub-Saharan Africa," American Political Science Review, Cambridge University Press, vol. 106(2), pages 294-325, May.
    13. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    14. Galasso, Emanuela & Ravallion, Martin, 2005. "Decentralized targeting of an antipoverty program," Journal of Public Economics, Elsevier, vol. 89(4), pages 705-727, April.
    15. Jung, Woojin, 2020. "Two models of community-centered development in Myanmar," World Development, Elsevier, vol. 136(C).
    16. Robin Burgess & Remi Jedwab & Edward Miguel & Ameet Morjaria & Gerard Padró i Miquel, 2015. "The Value of Democracy: Evidence from Road Building in Kenya," American Economic Review, American Economic Association, vol. 105(6), pages 1817-1851, June.
    17. Berthelemy, Jean-Claude & Tichit, Ariane, 2004. "Bilateral donors' aid allocation decisions--a three-dimensional panel analysis," International Review of Economics & Finance, Elsevier, vol. 13(3), pages 253-274.
    18. Peter Nunnenkamp & Albena Sotirova & Rainer Thiele, 2016. "Do Aid Donors Specialize and Coordinate within Recipient Countries? The case of Malawi," Development Policy Review, Overseas Development Institute, vol. 34(6), pages 831-849, November.
    19. Briggs, Ryan C., 2018. "Poor targeting: A gridded spatial analysis of the degree to which aid reaches the poor in Africa," World Development, Elsevier, vol. 103(C), pages 133-148.
    20. Christopher Yeh & Anthony Perez & Anne Driscoll & George Azzari & Zhongyi Tang & David Lobell & Stefano Ermon & Marshall Burke, 2020. "Using publicly available satellite imagery and deep learning to understand economic well-being in Africa," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
    21. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    22. Chris Elbers & Peter Lanjouw & Johan Mistiaen & Berk Özler, 2008. "Reinterpreting between-group inequality," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 6(3), pages 231-245, September.
    23. Ryan Engstrom & Jonathan Hersh & David Newhouse, 2022. "Poverty from Space: Using High Resolution Satellite Imagery for Estimating Economic Well-being," The World Bank Economic Review, World Bank, vol. 36(2), pages 382-412.
    24. Peter Nunnenkamp & Hannes Öhler & Rainer Thiele, 2013. "Donor coordination and specialization: did the Paris Declaration make a difference?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(3), pages 537-563, September.
    25. Denizer, Cevdet & Kaufmann, Daniel & Kraay, Aart, 2013. "Good countries or good projects? Macro and micro correlates of World Bank project performance," Journal of Development Economics, Elsevier, vol. 105(C), pages 288-302.
    26. Doll, Christopher N.H. & Muller, Jan-Peter & Morley, Jeremy G., 2006. "Mapping regional economic activity from night-time light satellite imagery," Ecological Economics, Elsevier, vol. 57(1), pages 75-92, April.
    27. Jeremy Proville & Daniel Zavala-Araiza & Gernot Wagner, 2017. "Night-time lights: A global, long term look at links to socio-economic trends," PLOS ONE, Public Library of Science, vol. 12(3), pages 1-12, March.
    28. Johannes Haushofer & Paul Niehaus & Carlos Paramo & Edward Miguel & Michael W. Walker, 2022. "Targeting Impact versus Deprivation," NBER Working Papers 30138, National Bureau of Economic Research, Inc.
    29. Robert S. Chase, 2002. "Supporting Communities in Transition: The Impact of the Armenian Social Investment Fund," The World Bank Economic Review, World Bank, vol. 16(2), pages 219-240, August.
    30. 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.
    31. Peter Nunnenkamp & Hannes Öhler & Maximiliano Sosa Andrés, 2017. "Need, Merit and Politics in Multilateral Aid Allocation: A District†level Analysis of World Bank Projects in India," Review of Development Economics, Wiley Blackwell, vol. 21(1), pages 126-156, February.
    32. Fritzen, Scott A., 2007. "Can the Design of Community-Driven Development Reduce the Risk of Elite Capture? Evidence from Indonesia," World Development, Elsevier, vol. 35(8), pages 1359-1375, August.
    33. Briggs, Ryan C., 2017. "Does Foreign Aid Target the Poorest?," International Organization, Cambridge University Press, vol. 71(1), pages 187-206, January.
    34. Hannes Öhler & Mario Negre & Lodewijk Smets & Renzo Massari & Željko Bogetić, 2019. "Putting your money where your mouth is: Geographic targeting of World Bank projects to the bottom 40 percent," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-19, June.
    35. Knutsen, Tora & Kotsadam, Andreas, 2020. "The political economy of aid allocation: Aid and incumbency at the local level in Sub Saharan Africa," World Development, Elsevier, vol. 127(C).
    36. Khwaja, Asim Ijaz, 2009. "Can good projects succeed in bad communities?," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 899-916, August.
    37. Briggs, Ryan C., 2014. "Aiding and Abetting: Project Aid and Ethnic Politics in Kenya," World Development, Elsevier, vol. 64(C), pages 194-205.
    38. 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.
    39. Roland Hodler & Paul A. Raschky, 2014. "Regional Favoritism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 995-1033.
    40. Dave Donaldson & Adam Storeygard, 2016. "The View from Above: Applications of Satellite Data in Economics," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 171-198, Fall.
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