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Institutional trading and satellite data

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  • Ha, JinGi

Abstract

This study investigates the impact of satellite data availability on the market timing abilities of institutional investors. By analyzing the introduction of satellite coverage for major retailers, this study finds that access to satellite data significantly enhances the return predictability of daily institutional trading. This improvement is more pronounced for stocks with severe information asymmetry and is driven by non-hedge funds. These results suggest that institutions, especially non-hedge funds, actively adjust their trading positions on a daily basis in response to satellite data.

Suggested Citation

  • Ha, JinGi, 2025. "Institutional trading and satellite data," Finance Research Letters, Elsevier, vol. 71(C).
    • Handle: RePEc:eee:finlet:v:71:y:2025:i:c:s1544612324013709
    DOI: 10.1016/j.frl.2024.106341
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    References listed on IDEAS

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    1. Froot, Kenneth & Kang, Namho & Ozik, Gideon & Sadka, Ronnie, 2017. "What do measures of real-time corporate sales say about earnings surprises and post-announcement returns?," Journal of Financial Economics, Elsevier, vol. 125(1), pages 143-162.
    2. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    3. Vikas Agarwal & Wei Jiang & Yuehua Tang & Baozhong Yang, 2013. "Uncovering Hedge Fund Skill from the Portfolio Holdings They Hide," Journal of Finance, American Finance Association, vol. 68(2), pages 739-783, April.
    4. Andy Puckett & Xuemin (Sterling) Yan, 2011. "The Interim Trading Skills of Institutional Investors," Journal of Finance, American Finance Association, vol. 66(2), pages 601-633, April.
    5. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    6. Olivier Dessaint & Thierry Foucault & Laurent Fresard, 2024. "Does Alternative Data Improve Financial Forecasting? The Horizon Effect," Journal of Finance, American Finance Association, vol. 79(3), pages 2237-2287, June.
    7. Mukherjee, Abhiroop & Panayotov, George & Shon, Janghoon, 2021. "Eye in the sky: Private satellites and government macro data," Journal of Financial Economics, Elsevier, vol. 141(1), pages 234-254.
    8. Dai, Zhifeng & Zhang, Xiaotong, 2023. "Climate policy uncertainty and risks taken by the bank: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    9. Alan Guoming Huang & Hongping Tan & Russ Wermers & Wei Jiang, 2020. "Institutional Trading around Corporate News: Evidence from Textual Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 33(10), pages 4627-4675.
    10. Jung Koo Kang & Lorien Stice‐Lawrence & Yu Ting Forester Wong, 2021. "The Firm Next Door: Using Satellite Images to Study Local Information Advantage," Journal of Accounting Research, Wiley Blackwell, vol. 59(2), pages 713-750, May.
    11. Russell Jame, 2018. "Liquidity Provision and the Cross Section of Hedge Fund Returns," Management Science, INFORMS, vol. 64(7), pages 3288-3312, July.
    12. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    13. Hu, Gang & Jo, Koren M. & Wang, Yi Alex & Xie, Jing, 2018. "Institutional trading and Abel Noser data," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 143-167.
    14. Christina Zhu, 2019. "Big Data as a Governance Mechanism," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2021-2061.
    15. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
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    More about this item

    Keywords

    Institutional trading; Satellite data; Hedge funds;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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