Geographic microtargeting of social assistance with high ...

Geographic microtargeting of social assistance with high-resolution ...

This paper shows that high-resolution poverty maps, constructed with machine learning algorithms from satellite imagery, can improve the geographic targeting of ...

Geographic microtargeting of social assistance with high-resolution ...

Hundreds of millions of poor families receive some form of targeted social assistance. Many of these antipoverty programs involve some ...

Geographic microtargeting of social assistance with high-resolution ...

Geographic microtargeting of social assistance with high-resolution poverty maps ... Abstract: Many antipoverty programs use geographic targeting ...

Geographic microtargeting of social assistance with high-resolution ...

Hundreds of millions of poor families receive some form of targeted social assistance. Many of these antipoverty programs involve some degree of geographic ...

Geographic microtargeting of social assistance with high ... - NSF PAR

Our analysis compares outcomes—including exclusion errors, total social welfare and measures of fairness—under different targeting regimes.

Geographic microtargeting of social assistance with high ... - Altmetric

Geographic microtargeting of social assistance with high-resolution poverty maps · About this Attention Score · Mentioned by · Citations · Readers on.

Geographic microtargeting of social assistance with high-resolution ...

Hundreds of millions of poor families receive some form of targeted social assistance. Many of these antipoverty programs involve some degree of geographic ...

Geographic microtargeting of social assistance with high ... - Altmetric

Geographic microtargeting of social assistance with high-resolution poverty maps. Overview of attention for article published in Proceedings of the National ...

Machine Learning and Mobile Phone Data Can Improve the ...

Geographic Micro-Targeting of Social Assistance with. High-Resolution Poverty Maps. arXiv:2004.03865 (2020). 47. Barocas, S., Hardt, M. & Narayanan, A ...

Geographic poverty targeting in social protection programs

... higher-benefit targeting arm among marginal beneficiaries. 34. Page 36 ... BLUMENSTOCK (2022): “Geographic microtargeting of social assistance with high ...

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Blumenstock. “Geographic microtargeting of social assistance with high-resolution poverty maps.” Proceedings of the National Academy of Sciences 119, no. 32 ( ...

Poverty Alleviation Through Geographic Targeting: How Much Does ...

Geographic microtargeting of social assistance with high-resolution poverty maps. Article. Full-text available. Aug 2022. Isabella S. Smythe ...

Poverty alleviation through geographic targeting - ScienceDirect.com

We find large gains from targeting smaller administrative units, such as districts or villages. However, these gains are still far from the poverty reduction.

‪Isabella Smythe‬ - ‪Google Scholar‬

Geographic microtargeting of social assistance with high-resolution poverty maps. IS Smythe, JE Blumenstock. Proceedings of the National Academy of Sciences 119 ...

Your search: "author:Blumenstock, Joshua E." - eScholarship

Geographic microtargeting of social assistance with high-resolution poverty maps · Smythe, Isabella S;; Blumenstock, Joshua E · UC Berkeley Previously Published ...

Using Big Data and machine learning to locate the poor in Nigeria

... geographic targeting to help extend social protection. ... Geographic Micro-Targeting of Social Assistance with High-Resolution Poverty Maps.

Ward-level targeting performance. Curves show ... - ResearchGate

Hundreds of millions of poor families receive some form of targeted social assistance. Many of these antipoverty programs involve some degree of geographic ...

Evaluating targeting tools for social programs when income fluctuates

Geographic microtargeting of social assistance with high-resolution poverty maps · Isabella S SmytheJ. Blumenstock. Geography, Computer Science. Proceedings of ...

Fairness and representation in satellite-based poverty maps

[SmytheandBlumenstock,2022] Isabella S Smythe and. Joshua E Blumenstock. Geographic microtargeting of social assistance with high-resolution ...

Harnessing Satellite Data to Improve Social Assistance Targeting in ...

given the high degree of similarity in the geographic, economic, and sociodemographic characteristics in these countries. Our estimation at the one ...