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The Macroeconomic Uncertainty Premium in the Corporate Bond Market

Published online by Cambridge University Press:  06 July 2020

Turan G. Bali*
Affiliation:
Georgetown University McDonough School of Business [email protected]
Avanidhar Subrahmanyam
Affiliation:
University of California at Los Angeles Anderson Graduate School of Management [email protected]
Quan Wen
Affiliation:
Georgetown University McDonough School of Business [email protected]
*
[email protected] (corresponding author)

Abstract

We examine the role of macroeconomic uncertainty in the cross section of corporate bonds and find a significant uncertainty premium for both investment-grade (IG) (0.40% per month) and non-investment-grade (NIG) (0.81% per month) bonds. The economic-uncertainty premium declines as we progressively remove downgraded bonds, indicating that the premium represents an increase in required returns for bonds with higher credit and macroeconomic risk. The economic-uncertainty premia vary across equities and bonds in a manner consistent with the heterogeneous risk-aversion levels of dominant players in equities (retail investors) versus bonds (institutional investors).

Type
Research Article
Copyright
© The Author(s), 2020. Published by Cambridge University Press on behalf of the Michael G. Foster School of Business, University of Washington

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Footnotes

We are grateful to Pierluigi Balduzzi (the referee) and Hank Bessembinder (the editor) for their insightful and constructive feedback. We thank Daniel Barth, Martin Boyer, Charles Cao, Tolga Cenesizoglu, Jess Cornaggia, Ozgur Demirtas, Georges Dionne, Christian Dorion, Mathieu Fournier, Katherine Gleason, Vincent Gregoire, Anurag Gupta, Robert Hansen, Jiekun Huang, Jay Huang, Peter Iliev, Nishad Kapadia, Patrick Konermann, Jens Kvarner, Simon Lalancette, Anh Le, Francis Longstaff, Xuhui Pan, Jeffrey Pontiff, Valeri Sokolovski, David Solomon, Philip Strahan, Hassan Tehranian, Pascale Valery, Kamil Yilmaz, and Jianfeng Yu for their extremely helpful comments and suggestions. We also benefited from discussions with seminar participants at 2018 Center for Accounting Research and Education (CARE) Conference on Economic Uncertainty organized by the University of Notre Dame, BI Norwegian Business School, Boston College, Case Western Reserve University, the Federal Reserve Board, HEC Montreal, Koc University, the Office of Financial Research at the U.S. Department of the Treasury, Penn State University, Sabanci University, Tulane University, and the University of Illinois, Urbana–Champaign. We thank Kenneth French, Sydney Ludvigson, Lubos Pastor, and Robert Stambaugh for making a large amount of historical data publicly available in their online data library. All errors remain our responsibility.

References

Allen, L.; Bali, T. G.; and Tang, Y.. “Does Systemic Risk in the Financial Sector Predict Future Economic Downturns?Review of Financial Studies, 25 (2012), 30003036.CrossRefGoogle Scholar
Ang, A.; Hodrick, R. J.; Xing, Y.; and Zhang, X.. “The Cross-Section of Volatility and Expected Returns.” Journal of Finance, 61 (2006), 259299.CrossRefGoogle Scholar
Bai, J.; Bali, T. G.; and Wen, Q.. “Common Risk Factors in the Cross-Section of Corporate Bond Returns.” Journal of Financial Economics, 131 (2019), 619642.CrossRefGoogle Scholar
Bali, T. G.; Brown, S. J.; and Tang, Y.. “Is Economic Uncertainty Priced in the Cross-Section of Stock Returns?Journal of Financial Economics, 126 (2017), 471489.CrossRefGoogle Scholar
Bali, T. G.; Subrahmanyam, A.; and Wen, Q.. “Long-Term Reversals in the Corporate Bond Market.” Journal of Financial Economics, forthcoming (2019).Google Scholar
Bar-Isaac, H., and Shapiro, J.. “Ratings Quality over the Business Cycle.” Journal of Financial Economics, 108 (2013), 6278.CrossRefGoogle Scholar
Bessembinder, H.; Kahle, K. M.; Maxwell, W. F.; and Xu, D.. “Measuring Abnormal Bond Performance.” Review of Financial Studies, 22 (2009), 42194258.CrossRefGoogle Scholar
Bessembinder, H.; Maxwell, W. F.; and Venkataraman, K.. “Market Transparency, Liquidity Externalities, and Institutional Trading Costs in Corporate Bonds.” Journal of Financial Economics, 82 (2006), 251288.CrossRefGoogle Scholar
Black, F.; Jensen, M. C.; and Scholes, M.. “The Capital Asset Pricing Model: Some Empirical Tests.” Studies in the Theory of Capital Markets, 81 (1972), 79121.Google Scholar
Bloom, N.The Impact of Uncertainty Shocks.” Econometrica, 77 (2009), 623685.Google Scholar
Campbell, J. Y.Stock Returns and the Term Structure.” Journal of Financial Economics, 18 (1987), 373399.CrossRefGoogle Scholar
Campbell, J. Y.; Hilscher, J.; and Szilagyi, J.. “In Search of Distress Risk.” Journal of Finance, 63 (2008), 28992939.CrossRefGoogle Scholar
Campbell, J. Y., and Shiller, R. J.. “Stock Prices, Earnings, and Expected Dividends.” Journal of Finance, 43 (1988), 661676.CrossRefGoogle Scholar
Carhart, M. M.On Persistence in Mutual Fund Performance.” Journal of Finance, 52 (1997), 5782.CrossRefGoogle Scholar
Chen, N.; Roll, R.; and Ross, S. A.. “Economic Forces and the Stock Market.” Journal of Business, 59 (1986), 383403.CrossRefGoogle Scholar
Choi, J., and Kim, Y.. “Anomalies and Market (Dis)Integration.” Journal of Monetary Economics, 100 (2018), 1634.CrossRefGoogle Scholar
Chordia, T.; Goyal, A.; Nozawa, Y.; Subrahmanyam, A.; and Tong, Q.. “Are Capital Market Anomalies Common to Equity and Corporate Bond Markets?Journal of Financial and Quantitative Analysis, 52 (2017), 13011342.CrossRefGoogle Scholar
Edwards, A. K.; Harris, L. E.; and Piwowar, M. S.. “Corporate Bond Market Transaction Costs and Transparency.” Journal of Finance, 62 (2007), 14211451.CrossRefGoogle Scholar
Elton, E. J.; Gruber, M. J.; and Blake, C. R.. “Fundamental Economic Variables, Expected Returns, and Bond Fund Performance.” Journal of Finance, 50 (1995), 12291256.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Dividend Yields and Expected Stock Returns.” Journal of Financial Economics, 22 (1988), 325.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Business Conditions and Expected Returns on Stocks and Bonds.” Journal of Financial Economics, 25 (1989), 2349.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “Common Risk Factors in the Returns on Stocks and Bonds.” Journal of Financial Economics, 33 (1993), 356.CrossRefGoogle Scholar
Fama, E. F., and French, K. R.. “A Five-Factor Asset Pricing Model.” Journal of Financial Economics, 116 (2015), 122.CrossRefGoogle Scholar
Fama, E. F., and MacBeth, J. D.. “Risk, Return, and Equilibrium: Empirical Tests.” Journal of Political Economy, 81 (1973), 607636.CrossRefGoogle Scholar
Gebhardt, W. R.; Hvidkjaer, S.; and Swaminathan, B.. “The Cross Section of Expected Corporate Bond Returns: Betas or Characteristics?Journal of Financial Economics, 75 (2005), 85114.CrossRefGoogle Scholar
Giesecke, K.; Longstaff, F. A.; Schaefer, S.; and Strebulaev, I.. “Corporate Bond Default Risk: A 150-Year Perspective.” Journal of Financial Economics, 102 (2011), 233250.CrossRefGoogle Scholar
Haddad, V., and Muir, T.. “Do Intermediaries Matter for Aggregate Asset Prices?” Working Paper, National Bureau of Economic Research (2018).Google Scholar
Hou, K.; Xue, C.; and Zhang, L.. “Digesting Anomalies: An Investment Approach.” Review of Financial Studies, 28 (2015), 650705.CrossRefGoogle Scholar
Jurado, K.; Ludvigson, S. C.; and Ng, S.. “Measuring Uncertainty.” American Economic Review, 105 (2015), 11771216.CrossRefGoogle Scholar
Keim, D. B., and Stambaugh, R. F.. “Predicting Returns in the Stock and Bond Markets.” Journal of Financial Economics, 17 (1986), 357390.CrossRefGoogle Scholar
Koijen, R.; Lustig, H.; and Nieuwerburgh, S. V.. “The Cross-Section and Time-Series of Stock and Bond Returns.” Journal of Monetary Economics, 88 (2017), 5069.CrossRefGoogle Scholar
Merton, R. C.An Intertemporal Capital Asset Pricing Model.” Econometrica, 41 (1973), 867887.CrossRefGoogle Scholar
Merton, R. C.On the Pricing of Corporate Debt: The Risk Structure of Interest Rates.” Journal of Finance, 29 (1974), 449470.Google Scholar
Nelson, C., and Kim, M.. “Predictable Stock Returns: The Role of Small Sample Bias.” Journal of Finance, 48 (1993), 641661.CrossRefGoogle Scholar
Newey, W. K., and West, K. D.. “A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix.” Econometrica, 55 (1987), 703708.CrossRefGoogle Scholar
Ohlson, J. A.Financial Ratios and the Probabilistic Prediction of Bankruptcy.” Journal of Accounting Research, 18 (1980), 109131.CrossRefGoogle Scholar
Pastor, L., and Stambaugh, R. F.. “Liquidity Risk and Expected Stock Returns.” Journal of Political Economy, 111 (2003), 642685.CrossRefGoogle Scholar
Roll, R.A Simple Implicit Measure of the Effective Bid–Ask Spread in an Efficient Market.” Journal of Finance, 39 (1984), 11271139.CrossRefGoogle Scholar
Ross, S. A.The Arbitrage Theory of Capital Asset Pricing.” Journal of Econometric Theory, 13 (1976), 341360.CrossRefGoogle Scholar
Rossi, A. G., and Timmermann, A.. “Modeling Covariance Risk in Merton’s ICAPM.” Review of Financial Studies, 28 (2015), 14281461.CrossRefGoogle Scholar
Shen, J.; Yu, J.; and Zhao, S.. “Investor Sentiment and Economic Forces.” Journal of Monetary Economics, 86 (2017), 121.CrossRefGoogle Scholar
Whaley, R. E.The Investor Fear Gauge.” Journal of Portfolio Management, 26 (2000), 1217.CrossRefGoogle Scholar
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