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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6124706/ https://www.ncbi.nlm.nih.gov/pubmed/30183707 http://dx.doi.org/10.1371/journal.pone.0202231 |
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author | Bruederle, Anna Hodler, Roland |
author_facet | Bruederle, Anna Hodler, Roland |
author_sort | Bruederle, Anna |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6124706 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-61247062018-09-16 Nighttime lights as a proxy for human development at the local level Bruederle, Anna Hodler, Roland PLoS One Research Article 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. Public Library of Science 2018-09-05 /pmc/articles/PMC6124706/ /pubmed/30183707 http://dx.doi.org/10.1371/journal.pone.0202231 Text en © 2018 Bruederle, Hodler http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Bruederle, Anna Hodler, Roland Nighttime lights as a proxy for human development at the local level |
title | Nighttime lights as a proxy for human development at the local level |
title_full | Nighttime lights as a proxy for human development at the local level |
title_fullStr | Nighttime lights as a proxy for human development at the local level |
title_full_unstemmed | Nighttime lights as a proxy for human development at the local level |
title_short | Nighttime lights as a proxy for human development at the local level |
title_sort | nighttime lights as a proxy for human development at the local level |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6124706/ https://www.ncbi.nlm.nih.gov/pubmed/30183707 http://dx.doi.org/10.1371/journal.pone.0202231 |
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