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Measuring Firm Activity from Outer Space

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  • 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
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    References listed on IDEAS

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    1. Katarzyna Bilicka & Daniela Scur, 2021. "Organizational capacity and profit shifting," CEP Discussion Papers dp1795, Centre for Economic Performance, LSE.
    2. Bilicka, Katarzyna & Scur, Daniela, 2024. "Organizational capacity and profit shifting," Journal of Public Economics, Elsevier, vol. 238(C).
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    5. 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.
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    20. Hirte, Georg & Lessmann, Christian & Seidel, André, 2020. "International trade, geographic heterogeneity and interregional inequality," European Economic Review, Elsevier, vol. 127(C).
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    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.

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    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

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