IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/29945.html
   My bibliography  Save this paper

Measuring Firm Activity from Outer Space

Author

Listed:
  • Katarzyna A. Bilicka
  • André Seidel

Abstract

To understand how global firm networks operate, we need consistent information on their activities, unbiased by their reporting choices. In this paper, we collect a novel dataset on the light that factories emit at night for a large sample of car manufacturing plants. We show that nightlight data can measure activity at such a granular level, using annual firm financial data and high-frequency data related to Covid-19 pandemic production shocks. We use this data to quantify the extent of misreported global operations of these car manufacturing firms and examine differences between sources of nightlight.

Suggested Citation

  • Katarzyna A. Bilicka & André Seidel, 2022. "Measuring Firm Activity from Outer Space," NBER Working Papers 29945, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:29945
    Note: PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w29945.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Katarzyna Bilicka & Daniela Scur, 2021. "Organizational capacity and profit shifting," CEP Discussion Papers dp1795, Centre for Economic Performance, LSE.
    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. Antonio Coppola & Matteo Maggiori & Brent Neiman & Jesse Schreger, 2021. "Redrawing the Map of Global Capital Flows: The Role of Cross-Border Financing and Tax Havens," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1499-1556.
    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. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    6. Stelios Michalopoulos & Elias Papaioannou, 2013. "Pre‐Colonial Ethnic Institutions and Contemporary African Development," Econometrica, Econometric Society, vol. 81(1), pages 113-152, January.
    7. Nicolas Berman & Mathieu Couttenier & Dominic Rohner & Mathias Thoenig, 2017. "This Mine Is Mine! How Minerals Fuel Conflicts in Africa," American Economic Review, American Economic Association, vol. 107(6), pages 1564-1610, June.
    8. Anna Gumpert & James R. Hines Jr. & Monika Schnitzer, 2016. "Multinational Firms and Tax Havens," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 713-727, October.
    9. Bilicka, Katarzyna & Qi, Yaxuan & Xing, Jing, 2022. "Real responses to anti-tax avoidance: Evidence from the UK Worldwide Debt Cap," Journal of Public Economics, Elsevier, vol. 214(C).
    10. 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.
    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. Dischinger, Matthias & Riedel, Nadine, 2011. "Corporate taxes and the location of intangible assets within multinational firms," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 691-707, August.
    13. 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.
    14. Fabian, Marius & Lessmann, Christian & Sofke, Tim, 2019. "Natural disasters and regional development – the case of earthquakes," Environment and Development Economics, Cambridge University Press, vol. 24(5), pages 479-505, October.
    15. Katarzyna Anna Bilicka, 2019. "Comparing UK Tax Returns of Foreign Multinationals to Matched Domestic Firms," American Economic Review, American Economic Association, vol. 109(8), pages 2921-2953, August.
    16. 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.
    17. Thomas Tørsløv & Ludvig Wier & Gabriel Zucman, 2023. "The Missing Profits of Nations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(3), pages 1499-1534.
    18. Nicholas Bloom & Erik Brynjolfsson & Lucia Foster & Ron Jarmin & Megha Patnaik & Itay Saporta-Eksten & John Van Reenen, 2019. "What Drives Differences in Management Practices?," American Economic Review, American Economic Association, vol. 109(5), pages 1648-1683, May.
    19. Hirte, Georg & Lessmann, Christian & Seidel, André, 2020. "International trade, geographic heterogeneity and interregional inequality," European Economic Review, Elsevier, vol. 127(C).
    20. 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.
    21. James R. Hines & Eric M. Rice, 1994. "Fiscal Paradise: Foreign Tax Havens and American Business," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 149-182.
    22. Desai, Mihir A. & Foley, C. Fritz & Hines, James Jr., 2006. "The demand for tax haven operations," Journal of Public Economics, Elsevier, vol. 90(3), pages 513-531, February.
    23. Marius Fabian & Christian Lessmann & Tim Sofke, 2019. "Natural Disasters and Regional Development - The Case of Earthquakes," CESifo Working Paper Series 7511, CESifo.
    24. Juan Carlos Suárez Serrato, 2018. "Unintended Consequences of Eliminating Tax Havens," NBER Working Papers 24850, National Bureau of Economic Research, Inc.
    25. Henderson, J. Vernon & Storeygard, Adam & Deichmann, Uwe, 2017. "Has climate change driven urbanization in Africa?," Journal of Development Economics, Elsevier, vol. 124(C), pages 60-82.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    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. Tanner Regan & Giorgio Chiovelli & Stelios Michalopoulos & Elias Papaioannou, 2023. "Illuminating Africa?," Working Papers 2023-11, The George Washington University, Institute for International Economic Policy.

    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. Dickinson, Jeffrey, 2020. "Planes, Trains, and Automobiles: What Drives Human-Made Light?," MPRA Paper 103504, University Library of Munich, Germany.
    2. Katarzyna Bilicka & Daniela Scur, 2021. "Organizational capacity and profit shifting," CEP Discussion Papers dp1795, Centre for Economic Performance, LSE.
    3. Katarzyna Bilicka & Michael Devereux & Irem Güçeri, 2023. "Tax-Avoidance Networks and the Push for a “Historic” Global Tax Reform," Tax Policy and the Economy, University of Chicago Press, vol. 37(1), pages 57-108.
    4. 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).
    5. Felbermayr, Gabriel & Gröschl, Jasmin & Sanders, Mark & Schippers, Vincent & Steinwachs, Thomas, 2022. "The economic impact of weather anomalies," World Development, Elsevier, vol. 151(C).
    6. John Gibson & Susan Olivia & Geua Boe‐Gibson, 2020. "Night Lights In Economics: Sources And Uses," Journal of Economic Surveys, Wiley Blackwell, vol. 34(5), pages 955-980, December.
    7. Katarzyna Bilicka & Evgeniya Dubinina & Petr Janský, 2022. "Fiscal consequences of corporate tax avoidance," WIDER Working Paper Series wp-2022-97, World Institute for Development Economic Research (UNU-WIDER).
    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. Tanner Regan & Giorgio Chiovelli & Stelios Michalopoulos & Elias Papaioannou, 2023. "Illuminating Africa?," Working Papers 2023-11, The George Washington University, Institute for International Economic Policy.
    10. Katarzyna Bilicka & André Seidel, 2020. "Profit shifting and corruption," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 27(5), pages 1051-1080, October.
    11. 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).
    12. Vincent Vicard, 2023. "Profit Shifting, Returns on Foreign Direct Investments and Investment Income Imbalances," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(2), pages 369-414, June.
    13. Fuest, Clemens & Hugger, Felix & Neumeier, Florian, 2022. "Corporate profit shifting and the role of tax havens: Evidence from German country-by-country reporting data," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 454-477.
    14. 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.
    15. 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).
    16. 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.
    17. Baragwanath, Kathryn & Goldblatt, Ran & Hanson, Gordon & Khandelwal, Amit K., 2021. "Detecting urban markets with satellite imagery: An application to India," Journal of Urban Economics, Elsevier, vol. 125(C).
    18. Katarzyna Bilicka, 2021. "Labor Market Consequences of Antitax Avoidance Policies," Upjohn Working Papers 21-354, W.E. Upjohn Institute for Employment Research.
    19. Jie Zhang, 2021. "More political representation, more economic development? Evidence from Turkey," Public Choice, Springer, vol. 187(3), pages 275-299, June.
    20. Achten, Sandra & Lessmann, Christian, 2020. "Spatial inequality, geography and economic activity," World Development, Elsevier, vol. 136(C).

    More about this item

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • H32 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Firm

    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:nbr:nberwo:29945. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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.