Skip to content

Dataset

Nighttime lights as a proxy for Human Development at the local level

Nighttime lights, calculated from weather satellite recordings, are increasingly used by social scientists as a proxy for economic activity or economic development in subnational regions of developing countries where disaggregated data from statistical offices are not available. However, so far, our understanding of what nighttime lights capture in these countries is limited. We use geo-referenced Demographic and Health Surveys (DHS) from 29 African countries to construct indicators of household wealth, education and health for DHS cluster locations as well as for grid cells of roughly 50 × 50 km. We show that nighttime lights are positively associated with these location-specific indicators of human development, and that the variation in nighttime lights can explain a substantial share in the variation in these indicators. We conclude that nighttime lights are a good proxy for human development at the local level.

Data and Resources

Tags

Additional Info

Field Value
Source https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0202231
Author(s) Anna Bruederle, Roland Hodler
Last Updated February 12, 2021, 17:18 (UTC)
Created October 8, 2020, 18:21 (UTC)
Stable Link https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0202231
Date 2018-09-05
Content Type Publications
Primary Category Data Catalog
Sub Category Data Catalog
Country Name Kenya
Location Latitude 0.260350585689
Location Longitude 34.3383269268