Working Paper

Nighttime Lights Revisited : The Use of Nighttime Lights Data as a Proxy for Economic Variables

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collection.link.5
https://openknowledge.worldbank.org/handle/10986/9
collection.name.5
Policy Research Working Papers
dc.contributor.author
Addison, Douglas
dc.contributor.author
Stewart, Benjamin
dc.date.accessioned
2015-12-18T21:18:41Z
dc.date.available
2015-12-18T21:18:41Z
dc.date.issued
2015-11
dc.date.lastModified
2021-04-23T14:04:15Z
dc.description.abstract
The growing availability of free or inexpensive satellite imagery has inspired many researchers to investigate the use of earth observation data for monitoring economic activity around the world. One of the most popular earth observation data sets is the so-called nighttime lights from the Defense Meteorological Satellite Program. Researchers have found positive correlations between nighttime lights and several economic variables. These correlations are based on data measured in levels, with a cross-section of observations within a single time period across countries or other geographic units. The findings suggest that nighttime lights could be used as a proxy for some economic variables, especially in areas or times where data are weak or unavailable. Yet, logic suggests that nighttime lights cannot serve as a good proxy for monitoring the within-in country growth rates all of these variables. Examples examined this paper include constant price gross domestic product, non-agricultural gross domestic product, manufacturing value added, and capital stocks, as well as electricity consumption, total population, and urban population. The study finds that the Defense Meteorological Satellite Program data are quite noisy and therefore the resulting growth elasticities of Defense Meteorological Satellite Program nighttime lights with respect to most of these socioeconomic variables are low, unstable over time, and generate little explanatory power. The one exception for which Defense Meteorological Satellite Program nighttime lights could serve as a proxy is electricity consumption, measured in 10-year intervals. It is hoped that improved data from the recently launched Suomi National Polar-Orbiting Partnership satellite will help expand or improve these outcomes. Testing this should be an important next step.
en
dc.identifier
http://documents.worldbank.org/curated/en/2015/11/25467938/nighttime-lights-revisited-use-nighttime-lights-data-proxy-economic-variables
dc.identifier.uri
http://hdl.handle.net/10986/23460
dc.language
English
dc.language.iso
en_US
dc.publisher
World Bank, Washington, DC
dc.relation.ispartofseries
Policy Research Working Paper;No. 7496
dc.rights
CC BY 3.0 IGO
dc.rights.holder
World Bank
dc.rights.uri
http://creativecommons.org/licenses/by/3.0/igo/
dc.subject
GROWTH RATES
dc.subject
INCOME PER CAPITA
dc.subject
EQUIPMENT
dc.subject
ECONOMIC GROWTH
dc.subject
INSTALLATION
dc.subject
STOCK
dc.subject
VALUATION
dc.subject
SEARCH
dc.subject
GROWTH ELASTICITY
dc.subject
DATA CENTER
dc.subject
INCOME
dc.subject
INDIVIDUAL COUNTRIES
dc.subject
EXPECTATIONS
dc.subject
ANNUAL GROWTH RATE
dc.subject
SATELLITES
dc.subject
REAL GDP
dc.subject
INFORMATION
dc.subject
ELASTICITY
dc.subject
BOOKMARK
dc.subject
MONITORING
dc.subject
PLANNED ECONOMY
dc.subject
INCOME CONSTANT
dc.subject
IMAGE
dc.subject
TECHNICAL CHANGE
dc.subject
TRANSMISSION
dc.subject
DISTRIBUTION
dc.subject
POLICY DISCUSSIONS
dc.subject
STORAGE FACILITIES
dc.subject
VARIABLES
dc.subject
CAPITAL STOCK
dc.subject
ANNUAL GROWTH
dc.subject
INDEPENDENT VARIABLE
dc.subject
PRICE
dc.subject
INPUTS
dc.subject
TIME PERIOD
dc.subject
PANEL REGRESSIONS
dc.subject
WEALTH
dc.subject
0 HYPOTHESIS
dc.subject
TRENDS
dc.subject
INDEPENDENT VARIABLES
dc.subject
OPEN ACCESS
dc.subject
SATELLITE
dc.subject
ECONOMIC ACTIVITY
dc.subject
DEVELOPMENT
dc.subject
AVERAGE GROWTH RATE
dc.subject
PIXEL
dc.subject
TIME PERIODS
dc.subject
STANDARD DEVIATION
dc.subject
LONG-TERM GROWTH
dc.subject
TOTAL FACTOR PRODUCTIVITY
dc.subject
GROWTH LEVEL
dc.subject
POPULATION GROWTH
dc.subject
ECONOMIC DOWNTURNS
dc.subject
TOTAL CONSUMPTION
dc.subject
PRODUCTIVITY
dc.subject
CRITERIA
dc.subject
RELATIVE PRICES
dc.subject
LABOR
dc.subject
PRODUCT
dc.subject
UTILITY
dc.subject
GROSS DOMESTIC PRODUCT
dc.subject
AVERAGING
dc.subject
INVENTORY
dc.subject
AVERAGE GROWTH
dc.subject
ECONOMIC RESEARCH
dc.subject
LAND USE
dc.subject
MANUFACTURING
dc.subject
MARKET ECONOMY
dc.subject
UNEMPLOYMENT
dc.subject
TECHNOLOGY
dc.subject
CONSUMPTION
dc.subject
INSPECTION
dc.subject
CAPITAL
dc.subject
ECONOMIC OUTCOMES
dc.subject
INTERNATIONAL TRADE
dc.subject
RESULTS
dc.subject
VALUE
dc.subject
ACTUAL GROWTH
dc.subject
DEPENDENT VARIABLE
dc.subject
ELECTRICITY
dc.subject
RAW DATA
dc.subject
MACROECONOMICS
dc.subject
POOR COUNTRIES
dc.subject
TFP
dc.subject
NETWORKS
dc.subject
URBAN AREAS
dc.subject
INTERMEDIATE GOODS
dc.subject
AGRICULTURE
dc.subject
CONSUMERS
dc.subject
MEASUREMENT
dc.subject
GROSS OUTPUT
dc.subject
HIGH INCOME COUNTRIES
dc.subject
IMAGES
dc.subject
PRODUCTION FUNCTION
dc.subject
ECONOMICS
dc.subject
EXPLANATORY POWER
dc.subject
COMMERCIAL ACTIVITY
dc.subject
REGRESSION ANALYSIS
dc.subject
ADMINISTRATION
dc.subject
FIXED EFFECTS
dc.subject
RESULT
dc.subject
DATA SETS
dc.subject
ECONOMIC DEVELOPMENT
dc.subject
TRADE
dc.subject
GDP
dc.subject
DATA SET
dc.subject
GOODS
dc.subject
LAND
dc.subject
THEORY
dc.subject
GROWTH RATE
dc.subject
NETWORK
dc.subject
RURAL AREAS
dc.subject
POVERTY
dc.subject
INDEPENDENT VARIABLE
dc.subject
EXTERNAL SHOCKS
dc.subject
INFRARED
dc.subject
POLICY RESEARCH
dc.subject
OUTCOMES
dc.subject
AGGREGATE PRODUCTION FUNCTION
dc.subject
DEVELOPMENT INDICATORS
dc.subject
LINEAR REGRESSION
dc.subject
PRICES
dc.subject
USES
dc.subject
ECONOMIC STATISTICS
dc.subject
DEVELOPMENT POLICY
dc.subject
HUMAN DEVELOPMENT
dc.subject
GROWTH
dc.title
Nighttime Lights Revisited
en
dc.title.subtitle
The Use of Nighttime Lights Data as a Proxy for Economic Variables
en
dc.type
Working Paper
en
okr.date.disclosure
2015-11-16
okr.doctype
Publications & Research :: Policy Research Working Paper
okr.doctype
Publications & Research
okr.docurl
http://documents.worldbank.org/curated/en/2015/11/25467938/nighttime-lights-revisited-use-nighttime-lights-data-proxy-economic-variables
okr.googlescholar.linkpresent
yes
okr.identifier.externaldocumentum
090224b083340d32_2_0
okr.identifier.internaldocumentum
25467938
okr.identifier.report
WPS7496
okr.imported
true
okr.language.supported
en
okr.pdfurl
http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2015/11/23/090224b083340d32/2_0/Rendered/PDF/Nighttime0ligh0r0economic0variables.pdf
en
okr.topic
Macroeconomics and Economic Growth :: Economic Theory & Research
okr.topic
Poverty Reduction :: Pro-Poor Growth
okr.topic
Macroeconomics and Economic Growth :: Economic Growth
okr.topic
Poverty Reduction :: Inequality
okr.topic
Macroeconomics and Economic Growth :: Consumption
okr.unit
Macroeconomics and Fiscal Management Global Practice Group

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