Using luminosity data as a proxy for economic statistics

被引:675
作者
Chen, Xi [1 ,2 ]
Nordhaus, William D. [1 ]
机构
[1] Yale Univ, Dept Econ, New Haven, CT 06520 USA
[2] Quinnipiac Univ, Dept Sociol, Hamden, CT 06518 USA
基金
美国国家科学基金会;
关键词
output proxy; data quality; synthetic output measures; EMISSIONS; IMAGERY; WORLD;
D O I
10.1073/pnas.1017031108
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A pervasive issue in social and environmental research has been how to improve the quality of socioeconomic data in developing countries. Given the shortcomings of standard sources, the present study examines luminosity (measures of nighttime lights visible from space) as a proxy for standard measures of output (gross domestic product). We compare output and luminosity at the country level and at the 1 degrees latitude x 1 degrees longitude grid-cell level for the period 1992-2008. We find that luminosity has informational value for countries with low-quality statistical systems, particularly for those countries with no recent population or economic censuses.
引用
收藏
页码:8589 / 8594
页数:6
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