Department of Economics and SIAW-HSG, University of St.Gallen, St.Gallen, Switzerland.
PLoS One. 2018 Sep 5;13(9):e0202231. doi: 10.1371/journal.pone.0202231. eCollection 2018.
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.
夜间灯光数据可通过气象卫星记录获得,社会科学家越来越多地将其作为发展中国家次国家地区经济活动或经济发展的替代指标,因为这些地区的统计机构无法提供分类数据。然而,迄今为止,我们对夜间灯光在这些国家能够捕捉到什么的理解还很有限。我们利用来自 29 个非洲国家的地理参考人口与健康调查(DHS)数据,为 DHS 集群地点以及大约 50×50 公里的网格单元构建了家庭财富、教育和健康指标。我们发现,夜间灯光与这些特定地点的人类发展指标呈正相关,并且夜间灯光的变化可以解释这些指标变化的很大一部分。我们的结论是,夜间灯光是衡量当地人类发展水平的一个很好的替代指标。