Cargando…
Analysing the impact of electrification on rural attractiveness in Senegal with mobile phone data
Reliable and affordable access to electricity has become one of the basic needs for humans and is, as such, at the top of the development agenda. It contributes to socio-economic development by transforming the whole spectrum of people’s lives—food, education, healthcare. It spurs new economic oppor...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493192/ https://www.ncbi.nlm.nih.gov/pubmed/34754490 http://dx.doi.org/10.1098/rsos.201898 |
_version_ | 1784579070194876416 |
---|---|
author | Salat, Hadrien Schläpfer, Markus Smoreda, Zbigniew Rubrichi, Stefania |
author_facet | Salat, Hadrien Schläpfer, Markus Smoreda, Zbigniew Rubrichi, Stefania |
author_sort | Salat, Hadrien |
collection | PubMed |
description | Reliable and affordable access to electricity has become one of the basic needs for humans and is, as such, at the top of the development agenda. It contributes to socio-economic development by transforming the whole spectrum of people’s lives—food, education, healthcare. It spurs new economic opportunities, thus improving livelihoods. Using a comprehensive dataset of pseudonymized mobile phone records, we analyse the impact of electrification on attractiveness for rural areas in Senegal. We extract communication and mobility flows from call detail records and show that electrification is positively and specifically correlated with centrality measures within the communication network and with the volume of incoming visitors. This increased influence is however circumscribed to a limited spatial extent, creating a complex competition with nearby areas. Nevertheless, we found that the volume of visitors between any two sites could be well predicted from the level of electrification at the destination and the living standard at the origin. In view of these results, we discuss how to obtain the best outcomes from a rural electrification planning strategy. We determine that electrifying clusters of rural sites is a better solution than centralizing electricity supplies to maximize the development of specifically targeted sites. |
format | Online Article Text |
id | pubmed-8493192 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-84931922021-11-08 Analysing the impact of electrification on rural attractiveness in Senegal with mobile phone data Salat, Hadrien Schläpfer, Markus Smoreda, Zbigniew Rubrichi, Stefania R Soc Open Sci Engineering Reliable and affordable access to electricity has become one of the basic needs for humans and is, as such, at the top of the development agenda. It contributes to socio-economic development by transforming the whole spectrum of people’s lives—food, education, healthcare. It spurs new economic opportunities, thus improving livelihoods. Using a comprehensive dataset of pseudonymized mobile phone records, we analyse the impact of electrification on attractiveness for rural areas in Senegal. We extract communication and mobility flows from call detail records and show that electrification is positively and specifically correlated with centrality measures within the communication network and with the volume of incoming visitors. This increased influence is however circumscribed to a limited spatial extent, creating a complex competition with nearby areas. Nevertheless, we found that the volume of visitors between any two sites could be well predicted from the level of electrification at the destination and the living standard at the origin. In view of these results, we discuss how to obtain the best outcomes from a rural electrification planning strategy. We determine that electrifying clusters of rural sites is a better solution than centralizing electricity supplies to maximize the development of specifically targeted sites. The Royal Society 2021-10-06 /pmc/articles/PMC8493192/ /pubmed/34754490 http://dx.doi.org/10.1098/rsos.201898 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Engineering Salat, Hadrien Schläpfer, Markus Smoreda, Zbigniew Rubrichi, Stefania Analysing the impact of electrification on rural attractiveness in Senegal with mobile phone data |
title | Analysing the impact of electrification on rural attractiveness in Senegal with mobile phone data |
title_full | Analysing the impact of electrification on rural attractiveness in Senegal with mobile phone data |
title_fullStr | Analysing the impact of electrification on rural attractiveness in Senegal with mobile phone data |
title_full_unstemmed | Analysing the impact of electrification on rural attractiveness in Senegal with mobile phone data |
title_short | Analysing the impact of electrification on rural attractiveness in Senegal with mobile phone data |
title_sort | analysing the impact of electrification on rural attractiveness in senegal with mobile phone data |
topic | Engineering |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8493192/ https://www.ncbi.nlm.nih.gov/pubmed/34754490 http://dx.doi.org/10.1098/rsos.201898 |
work_keys_str_mv | AT salathadrien analysingtheimpactofelectrificationonruralattractivenessinsenegalwithmobilephonedata AT schlapfermarkus analysingtheimpactofelectrificationonruralattractivenessinsenegalwithmobilephonedata AT smoredazbigniew analysingtheimpactofelectrificationonruralattractivenessinsenegalwithmobilephonedata AT rubrichistefania analysingtheimpactofelectrificationonruralattractivenessinsenegalwithmobilephonedata |