MWI

Malawi

Sub-Saharan Africa Low income IDA Capital: Lilongwe

2 AI Cases

By SP Pillar

Social assistance

2

By Deployment Status

Design & Development Phase

1

Pilot / Controlled Trial Phase

1

By Implementation Type

Classical ML

2

All AI Cases (2)

Case	SP Pillar	Implementation	Status
Geospatial Poverty Mapping for Village-Level Area Targeting in Social Assistance Programmes (Malawi) Geospatial poverty mapping for village-level area targeting (research using household survey, satellite imagery, and partial registry data) World Bank Poverty and Equity Global Practice research team (Melany Gualavisi, David Newhouse for WBER study; Roy van der Weide, Brian Blankespoor, Chris Elbers, Peter Lanjouw for JDE study); United Nations ESCAP Statistics Division (geospatial SAE guide); National Statistical Office of Malawi (IHS survey data custodian).	Social assistance	Classical ML	Design & Development Phase	View
MIRA – Machine Learning Food Security Forecasting for Anticipatory Action (Southern Malawi) United in Building and Advancing Life Expectations (UBALE) – MIRA sentinel site monitoring component Catholic Relief Services (CRS) – lead implementer	Social assistance	Classical ML	Pilot / Controlled Trial Phase	View

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