Putting Your Money Where Your Mouth Is : Geographic Targeting of World Bank Projects to the Bottom 40 Percent

The adoption of the shared prosperity goal by the World Bank in 2013 and Sustainable Development Goal 10, on inequality, by the United Nations in 2015 should strengthen the focus of development interventions and cooperation on the income growth of...

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Main Authors: Ohler, Hannes, Negre, Mario, Smets, Lodewijk, Massari, Renzo, Bogetic, Zeljko
Format: Working Paper
Language:English
Published: World Bank, Washington, DC 2017
Subjects:
Online Access:http://documents.worldbank.org/curated/en/228631511203979027/Putting-your-money-where-your-mouth-is-geographic-targeting-of-World-Bank-projects-to-the-bottom-40-percent
http://hdl.handle.net/10986/28908
id okr-10986-28908
recordtype oai_dc
spelling okr-10986-289082021-06-08T14:42:47Z Putting Your Money Where Your Mouth Is : Geographic Targeting of World Bank Projects to the Bottom 40 Percent Ohler, Hannes Negre, Mario Smets, Lodewijk Massari, Renzo Bogetic, Zeljko INEQUALITY POVERTY DISTRIBUTION AID ALLOCATION GEOGRAPHIC TARGETING SHARED PROSPERITY The adoption of the shared prosperity goal by the World Bank in 2013 and Sustainable Development Goal 10, on inequality, by the United Nations in 2015 should strengthen the focus of development interventions and cooperation on the income growth of the bottom 40 percent of the income distribution (the bottom 40). However, little is known about within-country allocation patterns among the projects of development institutions. This paper proposes a new geographic targeting indicator and related methodology to assess the within-country aid allocations of donors by correlating the distribution of funding within countries with the geographical distribution of the bottom 40. Applying this methodology to World Bank funding for projects approved over 2005-14 shows that, of the 58 countries in the sample, 42 exhibit a positive correlation between the shares of the bottom 40 and World Bank funding, and, in almost half of these, the correlation is above 0.5. Slightly more than a quarter of the countries, mostly in Sub-Saharan Africa, exhibit a negative correlation. The presence of the bottom 40 is typically correlated with the population size of an administrative area. A regression analysis shows that, controlling for population, the correlation between the bottom 40 and World Bank funding switches sign and becomes significant and negative on average. This is entirely driven by Sub-Saharan Africa, because the correlation is insignificant in the rest of the world regions. Hence, the significant and positive correlation in the estimations without controlling for population suggests that World Bank project funding is concentrated in administrative areas in which more people live (including the bottom 40) rather than in poorer administrative areas. 2017-11-30T21:51:39Z 2017-11-30T21:51:39Z 2017-11 Working Paper http://documents.worldbank.org/curated/en/228631511203979027/Putting-your-money-where-your-mouth-is-geographic-targeting-of-World-Bank-projects-to-the-bottom-40-percent http://hdl.handle.net/10986/28908 English Policy Research Working Paper;No. 8247 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo World Bank World Bank, Washington, DC Publications & Research Publications & Research :: Policy Research Working Paper
repository_type Digital Repository
institution_category Foreign Institution
institution Digital Repositories
building World Bank Open Knowledge Repository
collection World Bank
language English
topic INEQUALITY
POVERTY
DISTRIBUTION
AID ALLOCATION
GEOGRAPHIC TARGETING
SHARED PROSPERITY
spellingShingle INEQUALITY
POVERTY
DISTRIBUTION
AID ALLOCATION
GEOGRAPHIC TARGETING
SHARED PROSPERITY
Ohler, Hannes
Negre, Mario
Smets, Lodewijk
Massari, Renzo
Bogetic, Zeljko
Putting Your Money Where Your Mouth Is : Geographic Targeting of World Bank Projects to the Bottom 40 Percent
relation Policy Research Working Paper;No. 8247
description The adoption of the shared prosperity goal by the World Bank in 2013 and Sustainable Development Goal 10, on inequality, by the United Nations in 2015 should strengthen the focus of development interventions and cooperation on the income growth of the bottom 40 percent of the income distribution (the bottom 40). However, little is known about within-country allocation patterns among the projects of development institutions. This paper proposes a new geographic targeting indicator and related methodology to assess the within-country aid allocations of donors by correlating the distribution of funding within countries with the geographical distribution of the bottom 40. Applying this methodology to World Bank funding for projects approved over 2005-14 shows that, of the 58 countries in the sample, 42 exhibit a positive correlation between the shares of the bottom 40 and World Bank funding, and, in almost half of these, the correlation is above 0.5. Slightly more than a quarter of the countries, mostly in Sub-Saharan Africa, exhibit a negative correlation. The presence of the bottom 40 is typically correlated with the population size of an administrative area. A regression analysis shows that, controlling for population, the correlation between the bottom 40 and World Bank funding switches sign and becomes significant and negative on average. This is entirely driven by Sub-Saharan Africa, because the correlation is insignificant in the rest of the world regions. Hence, the significant and positive correlation in the estimations without controlling for population suggests that World Bank project funding is concentrated in administrative areas in which more people live (including the bottom 40) rather than in poorer administrative areas.
format Working Paper
author Ohler, Hannes
Negre, Mario
Smets, Lodewijk
Massari, Renzo
Bogetic, Zeljko
author_facet Ohler, Hannes
Negre, Mario
Smets, Lodewijk
Massari, Renzo
Bogetic, Zeljko
author_sort Ohler, Hannes
title Putting Your Money Where Your Mouth Is : Geographic Targeting of World Bank Projects to the Bottom 40 Percent
title_short Putting Your Money Where Your Mouth Is : Geographic Targeting of World Bank Projects to the Bottom 40 Percent
title_full Putting Your Money Where Your Mouth Is : Geographic Targeting of World Bank Projects to the Bottom 40 Percent
title_fullStr Putting Your Money Where Your Mouth Is : Geographic Targeting of World Bank Projects to the Bottom 40 Percent
title_full_unstemmed Putting Your Money Where Your Mouth Is : Geographic Targeting of World Bank Projects to the Bottom 40 Percent
title_sort putting your money where your mouth is : geographic targeting of world bank projects to the bottom 40 percent
publisher World Bank, Washington, DC
publishDate 2017
url http://documents.worldbank.org/curated/en/228631511203979027/Putting-your-money-where-your-mouth-is-geographic-targeting-of-World-Bank-projects-to-the-bottom-40-percent
http://hdl.handle.net/10986/28908
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