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. Author manuscript; available in PMC: 2018 Apr 1.
Published in final edited form as: Popul Space Place. 2016 Jan 4;23(3):e2009. doi: 10.1002/psp.2009

Table 2.

Description of data sources in the analysis

Data Source Data Use
Individual Country Censuses Urban area populations Classifying urban areas by population size
Global Urban-Rural Mapping Project (GRUMP) Global urban extent boundaries Mapping and matching DHS clusters to urban areas
Demographic and Health Surveys (DHS) Individual demographic and socio-economic variables Calculating household characteristics, fertility rates and child mortality rates