measuring economic growth from outer space · jiaming mao (xiamen university) measuring economic...
TRANSCRIPT
Measuring Economic Growth from Outer Space
Jiaming Mao
Xiamen University
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 1 / 14
Copyright © 2014–2018, by Jiaming Mao
This version: Fall 2018
Contact: [email protected]
Course homepage: jiamingmao.github.io/principles-of-economics
All materials are licensed under the Creative CommonsAttribution-NonCommercial 4.0 International License.
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 2 / 14
Measuring Economic Growth Using Night Lights Intensity
GDP is often badly measured in many developing countries.
I weak government statistical infrastructureI large underground economy
One solution: use change in night lights intensity as a proxy for GDPgrowth. Combine satellite night lights data with official GDP statisticsto improve estimates of true economic growth.
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 3 / 14
Measuring Economic Growth Using Night Lights Intensity
World
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 4 / 14
Measuring Economic Growth Using Night Lights Intensity
East Asia
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 5 / 14
Measuring Economic Growth Using Night Lights Intensity
Korean Peninsula. Source: Henderson et al. (2012)
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 6 / 14
Measuring Economic Growth Using Night Lights Intensity
Asian Financial Crisis: Java, Indonesia. Source: Henderson et al. (2012)
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 7 / 14
Measuring Economic Growth Using Night Lights Intensity
Genocide Event: Rwanda. Source: Henderson et al. (2012)
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 8 / 14
Measuring Economic Growth Using Night Lights Intensity
Source: Henderson et al. (2012)
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 9 / 14
Measuring Economic Growth Using Night Lights Intensity
Asian Financial Crisis: Java, Indonesia. Source: Henderson et al. (2012)
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 10 / 14
Measuring Economic Growth Using Night Lights Intensity
Genocide Event: Rwanda. Source: Henderson et al. (2012)
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 11 / 14
Measuring Economic Growth Using Night Lights Intensity
“WDI”: official real GDP growth rate data; “Fitted lights”: estimate based onnight lights data only; “Optimal combination of WDI and fitted lights”: estimate
by combining the two. Source: Henderson et al. (2012)Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 12 / 14
Measuring Economic Growth Using Night Lights Intensity
Source: Henderson et al. (2012)
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 13 / 14
Reference
Henderson, J. V., A. Storeygard, and D. N. Weil. 2012. “MeasuringEconomic Growth from Outer Space,” American Economic Review,102(2).
Jiaming Mao (Xiamen University) Measuring Economic Growth from Outer Space 14 / 14