Low-and middle-income country cities face unprecedented urbanization and growth in
slums. Gridded population data (eg,~ 100× 100 m) derived from demographic and spatial …

People living in slums and other deprived areas in low-and middle-income country (LMIC)
cities are under-represented in censuses, and subsequently in" top-down" census-derived …

Background Primary healthcare (PHC) is a crucial strategy for achieving universal health
coverage. Ethiopia is working to improve its primary healthcare system through the …

Ensuring the social equity of planning measures in social systems requires an
understanding of human dynamics, particularly how individual relationships, activities, and …

Rural areas are pivotal in the global economy, hence rural development planners and
decision makers face significant technical and information management challenges …

The Sustainable development goals (SDG) aim for reducing poverty (SDG 1) and to upgrade
all slums (SDG 11). The first indicator in SDG 11 describes the proportion of the urban …

Background: Quantifying subnational need for antiretroviral therapy (ART) for HIV is
challenging because people living with HIV (PLHIV) access health facilities in areas that …

International policy and humanitarian guidance emphasize the need for precise, subnational
malaria risk assessments with cross-regional comparability. Spatially explicit indicator …

Rapid urbanization and expansion, stemming from demographic growth and migration from
rural areas to urban centers, have heavily strained cities in recent years. These …

SDG 11 is to reduce poverty. Nevertheless, there are still no reliable estimates, eg on slum
populations. In this paper, a uniform approach is implemented to obtain slum population …