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Which Investors Matter for Global Equity Valuations and Expected Returns?

Author

Listed:
  • Ralph S. J. Koijen

    (University of Chicago)

  • Robert J. Richmond

    (New York University)

  • Motohiro Yogo

    (Princeton University)

Abstract

To understand why valuation ratios vary across firms and over time, a large literature in asset pricing decomposes these ratios into expected returns and expected growth rates of firm fundamentals. This literature leaves two fundamental questions unanswered: (i) what information do investors attend to in forming their demand beyond prices and (ii) how important are different investors in the price formation process? We use a demand system approach to answer both questions. We first show that a small set of characteristics explains the majority of variation in a panel of firm-level valuation ratios across countries. We then estimate an asset demand system using investor-level holdings data, allowing for flexible substitution patterns within and across countries. We use this framework to measure the relative importance of investors — differentiated by type, size, and active share — for connecting firm characteristics to prices and long-horizon expected returns.

Suggested Citation

  • Ralph S. J. Koijen & Robert J. Richmond & Motohiro Yogo, 2020. "Which Investors Matter for Global Equity Valuations and Expected Returns?," Working Papers 2020-34, Princeton University. Economics Department..
  • Handle: RePEc:pri:econom:2020-34
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    File URL: https://www.nber.org/system/files/working_papers/w27402/w27402.pdf
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    References listed on IDEAS

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    3. Matteo Benetton & Giovanni Compiani, 2024. "Investors’ Beliefs and Cryptocurrency Prices," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 14(2), pages 197-236.
    4. Glossner, Simon & Matos, Pedro Pinto & Ramelli, Stefano & Wagner, Alexander F., 2022. "Do institutional investors stabilize equity markets in crisis periods? Evidence from COVID-19," CEPR Discussion Papers 15070, Centre for Economic Policy Research.
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    6. Ben-Rephael, Azi & Cookson, J. Anthony & izhakian, yehuda, 2022. "Trading, Ambiguity and Information in the Options Market," SocArXiv ewunv, Center for Open Science.
    7. Olkhov, Victor, 2023. "The Market-Based Statistics of “Actual” Returns of Investors," MPRA Paper 116896, University Library of Munich, Germany.
    8. Bali, Turan G. & Gunaydin, A. Doruk & Jansson, Thomas & Karabulut, Yigitcan, 2023. "Do the rich gamble in the stock market? Low risk anomalies and wealthy households," Journal of Financial Economics, Elsevier, vol. 150(2).
    9. Philippe van der Beck & Jean-Philippe Bouchaud & Dario Villamaina, 2024. "Ponzi Funds," Papers 2405.12768, arXiv.org.
    10. Goldberg, Linda S. & Krogstrup, Signe, 2023. "International capital flow pressures and global factors," Journal of International Economics, Elsevier, vol. 146(C).
    11. Todd M. Hazelkorn & Tobias J. Moskowitz & Kaushik Vasudevan, 2023. "Beyond Basis Basics: Liquidity Demand and Deviations from the Law of One Price," Journal of Finance, American Finance Association, vol. 78(1), pages 301-345, February.
    12. Holm-Hadulla, Fédéric & Leombroni, Matteo, 2025. "Heterogeneous intermediaries in the transmission of central bank corporate bond purchases," Working Paper Series 3101, European Central Bank.
    13. Zefeng Chen & Zhengyang Jiang, 2022. "The Liquidity Premium of Digital Payment Vehicle," CESifo Working Paper Series 9933, CESifo.
    14. Tsvetelina Nenova, 2025. "Global or Regional Safe Assets: Evidence from Bond Substitution Patterns," BIS Working Papers 1254, Bank for International Settlements.
    15. Zhengyang Jiang & Robert J. Richmond & Tony Zhang, 2024. "A Portfolio Approach to Global Imbalances," Journal of Finance, American Finance Association, vol. 79(3), pages 2025-2076, June.
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    17. Xiang Fang & Bryan Hardy & Karen K Lewis, 2025. "Who Holds Sovereign Debt and Why It Matters," The Review of Financial Studies, Society for Financial Studies, vol. 38(8), pages 2326-2361.

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    • G1 - Financial Economics - - General Financial Markets

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