IDEAS home Printed from https://ideas.repec.org/p/hal/wpaper/hal-02453838.html
   My bibliography  Save this paper

Night lights in economics: Sources and uses

Author

Listed:
  • John Gibson

    (CERDI - Centre d'Études et de Recherches sur le Développement International - UCA [2017-2020] - Université Clermont Auvergne [2017-2020] - CNRS - Centre National de la Recherche Scientifique, University of Waikato [Hamilton])

  • Susan Olivia

    (University of Waikato [Hamilton])

  • Geua Boe-Gibson

    (University of Waikato [Hamilton])

Abstract

Night lights, as detected by satellites, are increasingly used by economists, typically as a proxy for economic activity. The growing popularity of these data reflects either the absence, or the presumed inaccuracy, of more conventional economic statistics, like national or regional GDP. Further growth in use of night lights is likely, as they have been included in the AidData geo-query tool for providing sub-national data, and in geographic data that the Demographic and Health Survey links to anonymised survey enumeration areas. Yet this ease of obtaining night lights data may lead to inappropriate use, if users fail to recognize that most of the satellites providing these data were not designed to assist economists, and have features that may threaten validity of analyses based on these data, especially for temporal comparisons, and for small and rural areas. In this paper we review sources of satellite data on night lights, discuss issues with these data, and survey some of their uses in economics.

Suggested Citation

  • John Gibson & Susan Olivia & Geua Boe-Gibson, 2020. "Night lights in economics: Sources and uses," Working Papers hal-02453838, HAL.
    • Handle: RePEc:hal:wpaper:hal-02453838
    Note: View the original document on HAL open archive server: https://uca.hal.science/hal-02453838
    as

    Download full text from publisher

    File URL: https://uca.hal.science/hal-02453838/document
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Andreas Eberhard-Ruiz & Alexander Moradi, 2018. "Regional Market Integration and City Growth in East Africa: Local but no Regional Effects?," CSAE Working Paper Series 2018-09, Centre for the Study of African Economies, University of Oxford.
    2. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).
    3. John Gibson & Kathleen Beegle & Joachim De Weerdt & Jed Friedman, 2015. "What does Variation in Survey Design Reveal about the Nature of Measurement Errors in Household Consumption?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(3), pages 466-474, June.
    4. John Gibson, 2021. "Better Night Lights Data, For Longer," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(3), pages 770-791, June.
    5. Hodler, Roland & Raschky, Paul A., 2014. "Economic shocks and civil conflict at the regional level," Economics Letters, Elsevier, vol. 124(3), pages 530-533.
    6. repec:hal:spmain:info:hdl:2441/67ft27s7u58ocangahl1jigu6p is not listed on IDEAS
    7. Elias Papaioannou, 2014. "National Institutions and Subnational Development in Africa," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 151-213.
    8. Adam Storeygard, 2016. "Farther on down the Road: Transport Costs, Trade and Urban Growth in Sub-Saharan Africa," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(3), pages 1263-1295.
    9. Abay, Kibrom A. & Abate, Gashaw T. & Barrett, Christopher B. & Bernard, Tanguy, 2019. "Correlated non-classical measurement errors, ‘Second best’ policy inference, and the inverse size-productivity relationship in agriculture," Journal of Development Economics, Elsevier, vol. 139(C), pages 171-184.
    10. Olivia, Susan & Boe-Gibson, Geua & Stitchbury, Glen & Brabyn, Lars & Gibson, John, 2018. "Urban land expansion in Indonesia 1992-2012: evidence from satellite-detected luminosity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(3), July.
    11. Gibson, John & Olivia, Susan & Boe-Gibson, Geua & Li, Chao, 2021. "Which night lights data should we use in economics, and where?," Journal of Development Economics, Elsevier, vol. 149(C).
    12. Marion Fourcade & Etienne Ollion & Yann Algan, 2015. "The Superiority of Economists," Journal of Economic Perspectives, American Economic Association, vol. 29(1), pages 89-114, Winter.
    13. Heger, Martin Philipp & Neumayer, Eric, 2019. "The impact of the Indian Ocean tsunami on Aceh’s long-term economic growth," Journal of Development Economics, Elsevier, vol. 141(C).
    14. Brock Smith & Samuel Wills, 2018. "Left in the Dark? Oil and Rural Poverty," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(4), pages 865-904.
    15. Mamo, Nemera & Bhattacharyya, Sambit & Moradi, Alexander, 2019. "Intensive and extensive margins of mining and development: Evidence from Sub-Saharan Africa," Journal of Development Economics, Elsevier, vol. 139(C), pages 28-49.
    16. Duque,Juan Carlos & Lozano Gracia,Nancy & Patino,Jorge E. & Restrepo Cadavid,Paula & Velasquez,Wilson A., 2019. "Spatio-Temporal Dynamics of Urban Growth in Latin American Cities : An Analysis Using Nighttime Lights Imagery," Policy Research Working Paper Series 8702, The World Bank.
    17. Adriana Kocornik-Mina & Thomas K. J. McDermott & Guy Michaels & Ferdinand Rauch, 2020. "Flooded Cities," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 35-66, April.
    18. Dave Donaldson & Adam Storeygard, 2016. "The View from Above: Applications of Satellite Data in Economics," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 171-198, Fall.
    19. Prakash, Nishith & Rockmore, Marc & Uppal, Yogesh, 2019. "Do criminally accused politicians affect economic outcomes? Evidence from India," Journal of Development Economics, Elsevier, vol. 141(C).
    20. Dreher, Axel & Fuchs, Andreas & Hodler, Roland & Parks, Bradley C. & Raschky, Paul A. & Tierney, Michael J., 2019. "African leaders and the geography of China's foreign assistance," Journal of Development Economics, Elsevier, vol. 140(C), pages 44-71.
    21. Cuong Nhu Nguyen & Ilan Noy, 2020. "Measuring the impact of insurance on urban earthquake recovery using nightlights [Simple diagnostic tests for spatial dependence]," Journal of Economic Geography, Oxford University Press, vol. 20(3), pages 857-877.
    22. Ho Fai Chan & Bruno S. Frey & Ahmed Skali & Benno Torgler, 2019. "Political Entrenchment and GDP Misreporting," CREMA Working Paper Series 2019-02, Center for Research in Economics, Management and the Arts (CREMA).
    23. John Gibson & David McKenzie, 2014. "The Development Impact of a Best Practice Seasonal Worker Policy," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 229-243, May.
    24. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    25. Christian Düben & Melanie Krause, 2021. "Population, light, and the size distribution of cities," Journal of Regional Science, Wiley Blackwell, vol. 61(1), pages 189-211, January.
    26. Mitnik, Oscar A. & Sanchez, Raul & Yanez-Pagans, Patricia, 2018. "Bright Investments: Measuring the Impact of Transport Infrastructure Using Luminosity Data in Haiti," IZA Discussion Papers 12018, Institute of Labor Economics (IZA).
    27. Corral, Leonardo R. & Schling, Maja, 2017. "The impact of shoreline stabilization on economic growth in small island developing states," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 210-228.
    28. Christopher D. Elvidge & Daniel Ziskin & Kimberly E. Baugh & Benjamin T. Tuttle & Tilottama Ghosh & Dee W. Pack & Edward H. Erwin & Mikhail Zhizhin, 2009. "A Fifteen Year Record of Global Natural Gas Flaring Derived from Satellite Data," Energies, MDPI, vol. 2(3), pages 1-28, August.
    29. Marion Fourcade & Etienne Ollion & Yann Algan, 2015. "The Superiority of Economists," Journal of Economic Perspectives, American Economic Association, vol. 29(1), pages 89-114, Winter.
    30. Dreher, Axel & Fuchs, Andreas & Hodler, Roland & Parks, Bradley C. & Raschky, Paul A. & Tierney, Michael J., 2021. "Is Favoritism a Threat to Chinese Aid Effectiveness? A Subnational Analysis of Chinese Development Projects," World Development, Elsevier, vol. 139(C).
    31. Ran Goldblatt & Kilian Heilmann & Yonatan Vaizman, 0. "Can Medium-Resolution Satellite Imagery Measure Economic Activity at Small Geographies? Evidence from Landsat in Vietnam," The World Bank Economic Review, World Bank, vol. 34(3), pages 635-653.
    32. Frank Bickenbach & Eckhardt Bode & Peter Nunnenkamp & Mareike Söder, 2016. "Night lights and regional GDP," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(2), pages 425-447, May.
    33. Gibson, John & Boe-Gibson, Geua & Stichbury, Glen, 2015. "Urban land expansion in India 1992–2012," Food Policy, Elsevier, vol. 56(C), pages 100-113.
    34. Gibson, John & Datt, Gaurav & Murgai, Rinku & Ravallion, Martin, 2017. "For India’s Rural Poor, Growing Towns Matter More Than Growing Cities," World Development, Elsevier, vol. 98(C), pages 413-429.
    35. Vernon Henderson & Adam Storeygard & David N. Weil, 2011. "A Bright Idea for Measuring Economic Growth," American Economic Review, American Economic Association, vol. 101(3), pages 194-199, May.
    36. Marion Fourcade & Etienne Ollion & Yann Algan, 2015. "La superioridad de los economistas," Revista de Economía Institucional, Universidad Externado de Colombia - Facultad de Economía, vol. 17(33), pages 13-43, July-Dece.
    37. Goldblatt,Ran Philip & Heilmann,Kilian Tobias & Vaizman,Yonatan, 2019. "Can Medium-Resolution Satellite Imagery Measure Economic Activity at Small Geographies ? Evidence from Landsat in Vietnam," Policy Research Working Paper Series 9088, The World Bank.
    38. Roland Hodler & Paul A. Raschky, 2014. "Regional Favoritism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 995-1033.
    39. Juan M. Villa, 2016. "Social Transfers and Growth: Evidence from Luminosity Data," Economic Development and Cultural Change, University of Chicago Press, vol. 65(1), pages 39-61.
    40. Baskaran, Thushyanthan & Min, Brian & Uppal, Yogesh, 2015. "Election cycles and electricity provision: Evidence from a quasi-experiment with Indian special elections," Journal of Public Economics, Elsevier, vol. 126(C), pages 64-73.
    41. Lee, Yong Suk, 2018. "International isolation and regional inequality: Evidence from sanctions on North Korea," Journal of Urban Economics, Elsevier, vol. 103(C), pages 34-51.
    42. Sutton, Paul C. & Costanza, Robert, 2002. "Global estimates of market and non-market values derived from nighttime satellite imagery, land cover, and ecosystem service valuation," Ecological Economics, Elsevier, vol. 41(3), pages 509-527, June.
    43. Eberhard-Ruiz, Andreas & Moradi, Alexander, 2019. "Regional market integration in East Africa: Local but no regional effects?," Journal of Development Economics, Elsevier, vol. 140(C), pages 255-268.
    44. William Nordhaus & Xi Chen, 2015. "A sharper image? Estimates of the precision of nighttime lights as a proxy for economic statistics," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 217-246.
    45. Cuong Nguyen & Ilan Noy, 2018. "Measuring the Impact of Insurance on Urban Recovery with Light: The 2010-2011 New Zealand Earthquakes," CESifo Working Paper Series 7031, CESifo.
    46. Beyer,Robert Carl Michael & Chhabra,Esha & Galdo,Virgilio & Rama,Martin G., 2018. "Measuring districts'monthly economic activity from outer space," Policy Research Working Paper Series 8523, The World Bank.
    47. Amparo Castelló‐Climent & Latika Chaudhary & Abhiroop Mukhopadhyay, 2018. "Higher Education and Prosperity: From Catholic Missionaries to Luminosity in India," Economic Journal, Royal Economic Society, vol. 128(616), pages 3039-3075, December.
    48. Philip Arestis (ed.), 2018. "Alternative Approaches in Macroeconomics," Springer Books, Springer, number 978-3-319-69676-8, September.
    49. Addison,Douglas M. & Stewart,Benjamin P., 2015. "Nighttime lights revisited : the use of nighttime lights data as a proxy for economic variables," Policy Research Working Paper Series 7496, The World Bank.
    50. Keola, Souknilanh & Andersson, Magnus & Hall, Ola, 2015. "Monitoring Economic Development from Space: Using Nighttime Light and Land Cover Data to Measure Economic Growth," World Development, Elsevier, vol. 66(C), pages 322-334.
    51. Nguyen, Cuong & Noy, Ilan, 2018. "Measuring the impact of insurance on urban recovery with light: The 2011 New Zealand earthquake," Working Paper Series 6955, Victoria University of Wellington, School of Economics and Finance.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Shapiro, Daniel & Oh, Chang Hoon & Zhang, Peng, 2023. "Nighttime lights data and their implications for IB research," Journal of International Management, Elsevier, vol. 29(5).
    2. Felbermayr, Gabriel & Gröschl, Jasmin & Sanders, Mark & Schippers, Vincent & Steinwachs, Thomas, 2022. "The economic impact of weather anomalies," World Development, Elsevier, vol. 151(C).
    3. John Gibson, 2021. "Better Night Lights Data, For Longer," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(3), pages 770-791, June.
    4. Gibson, John & Olivia, Susan & Boe-Gibson, Geua & Li, Chao, 2021. "Which night lights data should we use in economics, and where?," Journal of Development Economics, Elsevier, vol. 149(C).
    5. Omoniyi Alimi & Geua Boe-Gibson & John Gibson, 2022. "Noisy Night Lights Data: Effects on Research Findings for Developing Countries," Working Papers in Economics 22/12, University of Waikato.
    6. Chanda, Areendam & Kabiraj, Sujana, 2020. "Shedding light on regional growth and convergence in India," World Development, Elsevier, vol. 133(C).
    7. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).
    8. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).
    9. Thomas Steinwachs, 2019. "Geography Matters: Spatial Dimensions of Trade, Migration and Growth," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 81.
    10. Felbermayr, Gabriel & Gröschl, Jasmin & Sanders, Mark & Schippers, Vincent & Steinwachs, Thomas, 2018. "Shedding Light on the Spatial Diffusion of Disasters," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181556, Verein für Socialpolitik / German Economic Association.
    11. Anna Bruederle & Roland Hodler, 2018. "Nighttime lights as a proxy for human development at the local level," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-22, September.
    12. Lindlacher Valentin & Gustav Pirich, 2024. "The Impact of China’s “Stadium Diplomacy” on Local Economic Development in Sub-Saharan Africa," CESifo Working Paper Series 10893, CESifo.
    13. Patrick Lehnert & Michael Niederberger & Uschi Backes-Gellner & Eric Bettinger, 2020. "Proxying Economic Activity with Daytime Satellite Imagery: Filling Data Gaps Across Time and Space," Economics of Education Working Paper Series 0165, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
    14. Dickinson, Jeffrey, 2020. "Planes, trains, and automobiles: what drives human-made light?," MPRA Paper 117126, University Library of Munich, Germany.
    15. Jain, Chandan & Kashyap, Shagun & Lahoti, Rahul & Sahoo, Soham, 2023. "The impact of educated leaders on economic development: Evidence from India," Journal of Comparative Economics, Elsevier, vol. 51(3), pages 1068-1093.
    16. Joseph, Iverson-Love, 2022. "The effect of natural disaster on economic growth: Evidence from a major earthquake in Haiti," World Development, Elsevier, vol. 159(C).
    17. John Gibson & Susan Olivia & Geua Boe-Gibson, 2019. "A Test of DMSP and VIIRS Night Lights Data for Estimating GDP and Spatial Inequality for Rural and Urban Areas," Working Papers in Economics 19/11, University of Waikato.
    18. Jesson A. Pagaduan, 2022. "Do higher‐quality nighttime lights and net primary productivity predict subnational GDP in developing countries? Evidence from the Philippines," Asian Economic Journal, East Asian Economic Association, vol. 36(3), pages 288-317, September.
    19. Lessmann, Christian & Seidel, André, 2017. "Regional inequality, convergence, and its determinants – A view from outer space," European Economic Review, Elsevier, vol. 92(C), pages 110-132.
    20. Jaqueson K. Galimberti, 2020. "Forecasting GDP Growth from Outer Space," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(4), pages 697-722, August.

    More about this item

    Keywords

    Density; Development; DMSP; Luminosity; Night lights; VIIRS;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hal:wpaper:hal-02453838. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.