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The Leverage Factor: Credit Cycles and Asset Returns

Author

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  • Josh Davis

    (Pacific Investment Management Company (PIMCO), Newport Beach, California 92660)

  • Alan M. Taylor

    (Pacific Investment Management Company (PIMCO), Newport Beach, California 92660; Department of Economics and Graduate School of Management, University of California, Davis, California 95616; National Bureau of Economic Research, Cambridge, Massachusetts 02138; Centre for Economic Policy Research, London EC1V 0DX, United Kingdom)

Abstract

Research has found strong links between past credit booms and adverse outcomes for macroeconomic aggregates like output and investment. However, are price impacts also seen more widely in broad asset classes such as equity and fixed-income markets? We document such a robust and significant connection using a large sample of historical data for many advanced countries since 1870. Credit boom periods with a high “leverage factor” tend to be predictably followed by unusually low returns to risky equities, in absolute terms and relative to a safe fixed-income portfolio. Fixed income is a safe haven at these times and has slightly higher than normal returns. We show these properties hold in-sample and out-of-sample. Return predictability because of the leverage factor is distinct from that because of momentum (lagged return) and value (cashflow relative to price). Trading strategies built on the leverage factor accrue meaningful excess profits out-of-sample.

Suggested Citation

  • Josh Davis & Alan M. Taylor, 2022. "The Leverage Factor: Credit Cycles and Asset Returns," Management Science, INFORMS, vol. 68(10), pages 7350-7361, October.
  • Handle: RePEc:inm:ormnsc:v:68:y:2022:i:10:p:7350-7361
    DOI: 10.1287/mnsc.2022.4508
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    Cited by:

    1. Julien Pénasse & Luc Renneboog, 2022. "Speculative Trading and Bubbles: Evidence from the Art Market," Management Science, INFORMS, vol. 68(7), pages 4939-4963, July.
    2. Josh Davis & Alan M. Taylor, 2022. "The Leverage Factor: Credit Cycles and Asset Returns," Management Science, INFORMS, vol. 68(10), pages 7350-7361, October.
    3. Gala, Vito D. & Pagliardi, Giovanni & Zenios, Stavros A., 2023. "Global political risk and international stock returns," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 78-102.
    4. Boehl, Gregor, 2022. "Monetary policy and speculative asset markets," European Economic Review, Elsevier, vol. 148(C).
    5. Mihai, Marius M., 2022. "The commercial bank leverage factor in U.S. asset prices," The Quarterly Review of Economics and Finance, Elsevier, vol. 86(C), pages 156-171.

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    More about this item

    Keywords

    debt; leverage; cycles; macro-finance; return predictability;
    All these keywords.

    JEL classification:

    • E17 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Forecasting and Simulation: Models and Applications
    • E20 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - General (includes Measurement and Data)
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G01 - Financial Economics - - General - - - Financial Crises
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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