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

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 ...

Specifically, we find that geographic targeting relying on machine learning–based poverty maps can reduce errors of exclusion and inclusion relative to ...

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.

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 ...

P1719131126b630f319ee714d1...

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

‪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 ...

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

Our results indicate that a useful way forward might be to combine fine geographic targeting using a poverty map with within-community targeting mechanisms.

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 ...

Isabella Smythe (0000-0002-4943-231X) - ORCID

Geographic microtargeting of social assistance with high-resolution poverty maps. Proceedings of the National Academy of Sciences. 2022-08-09 | Journal ...

Fighting poverty with data | Semantic Scholar

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

Geographic poverty targeting in social protection programs

NOVOSAD (2021): “Development research at high geographic resolution: an ... BLUMENSTOCK (2022): “Geographic microtargeting of social assistance with high ...

Machine learning and phone data can improve targeting of ... - Nature

... social welfare curves for each targeting method ... Geographic micro-targeting of social assistance with high-resolution poverty maps.

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

Geographic Micro-Targeting of Social Assistance with High-Resolution Poverty Maps. Working Paper. Poverty · Nigeria · Africa. Get updates from ...

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

Geographic microtargeting of social assistance with high-resolution poverty maps ... social welfare and measures of fairness—under different targeting regimes.

arXiv:2305.01783v1 [cs.LG] 2 May 2023

Geographic microtargeting of social assistance with high-resolution poverty maps. Proceedings of the National Academy of Sciences,. 119(32): ...

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

given the high degree of similarity in the geographic ... sources of data, in particular microdata and high-resolution satellite data. ... The tenet of geographic ...