利用DMSP夜间灯光数据估计墨西哥非正规经济

T. Ghosh, P. Sutton, R. Powell, S. Anderson, C. Elvidge
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引用次数: 18

摘要

在世界上许多国家,政府无法准确地追踪经济活动的真实规模,因为有大量的交易没有纳税。现金交易和从国外转移的汇款特别容易逃税。在某些情况下,所谓的“非正规经济”被认为是一个国家国内生产总值(GDP)总额的很大一部分。利用DMSP卫星观测到的夜间灯光,我们开发了一种校准方法,用于估计美国48个相邻州的报告GDP,这些州的非正规经济评级相对较低。我们应用这一校准来估计墨西哥各州的GDP,并将这些值与官方报告的GDP和国民总收入(GNI)值进行比较。我们发现,墨西哥大多数州的照明相对于其官方报告的GDP都有盈余。我们将这种照明盈余归因于非正规经济,并对这一未报告的组成部分在真实GDP中的比例进行了估计。结果令人鼓舞,并表明这种技术可以用于其他国家,准确的GDP报告是有问题的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimation of Mexico's informal economy using DMSP nighttime lights data
In many countries of the world governments are unable to accurately track the true magnitude of economic activity due to the large number of transactions upon which taxes are not paid. It is particularly easy to avoid paying taxes on cash transactions and on remittances transferred from outside of the country. In some cases the so called “informal economy” is believed to be a substantial fraction of a nation's total gross domestic product (GDP). Using DMSP satellite observed nighttime lights we developed a calibration for estimating reported GDP for the 48 contiguous states of the USA, where the informal economy is rated as relatively low. We applied this calibration to estimate the GDP for the states of Mexico and compared these values to officially reported GDP and Gross National Income (GNI) values. We found that most states in Mexico have a surplus in lighting relative to their officially reported GDP. We attribute this surplus in lighting to the informal economy and have made estimates of the magnitude of this unreported component to the true GDP. The results are encouraging and suggest that this technique could be used in other countries where accurate GDP reporting is problematic.
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