fixed income

Crossover bonds: a replacement for investment grade

Crossover bonds: a replacement for investment grade
Anando Maitra, PhD, CFA - Head of Systematic Research and Portfolio Manager

Anando Maitra, PhD, CFA

Head of Systematic Research and Portfolio Manager
Jamie Salt, CFA - Systematic Fixed Income Analyst and Portfolio Manager

Jamie Salt, CFA

Systematic Fixed Income Analyst and Portfolio Manager

This insight is the first of a three-part series about corporate credit rated BBB to BB, which is also known as crossover.  

We begin by exploring how a ratings boundary arose between high-yield and investment-grade corporate bonds. The dislocations generated by this boundary create opportunities for fixed income investors in the ratings space of BBB to BB, or crossover1. The opportunities arise from how issuers behave to how assets perform, and mean that the crossover space is a large and liquid alternative to investment-grade debt.

In the sections below, we consider:

  • The history of credit ratings, benchmarks and why this creates dislocations 
  • Why crossover provides a better risk-adjusted substitute than a combination of investment grade and high yield
  • How crossover features historical default rates more in line with investment grade
  • The strong parallels in sector allocation between crossover and investment grade
  • Taking into these factors, we make the case for crossover as a suitable replacement for investing in investment-grade debt. 

1 Crossover is also referred to as 5B.
 

Please click on the sections below to read extracts from our white paper.

  • Corporate bond benchmarks have historically been divided into investment-grade (IG) and high-yield (HY) focused benchmarks. The first bond benchmark, the Lehman US Aggregate Index, was started in 1973 and consisted exclusively of investment-grade bonds. High-yield or speculative-grade benchmarks began in the late 1980s following the popularity of junk bonds in the 1980s that often fuelled leveraged buyout (LBO) activity. The popularity of benchmarking accompanies the rise of passive investing, with a majority of client assets invested along the two main benchmarks. Asset-allocation grids for institutional investors also group corporate-bond assets in these two broad categories. 

    The history of corporate-bond benchmarks has therefore resulted in a somewhat artificial boundary between investment-grade and high-yield bonds, each appealing to separate classes of investors. The boundary treats these two ratings segments as separate asset classes, whereas in reality they represent a continuum between allocating to credit risk and interest-rate risk.

    This separation has also created dislocations, which influence both issuer behaviour as well as asset performance. We believe that these dislocations provide an interesting structural opportunity in a segment that straddles both universes: the crossover or BBB to BB segment

    The crossover market is no longer a niche segment, rising from less than 20% in 2001 to almost two-thirds of the size of the investment grade corporate market in 2023, as shown in figure 1A. An increase in the BBB rated universe, as shown in figure 1B, is a significant driver of this growth. 

    Figure 1. Evolution of corporate bond markets

     
    Source: LOIM, Bloomberg Barclays Indices. As at end-December 2023.

    This increase in BBB rated issuance is not due to BBB corporates leveraging, but rather a result of the effects set in motion by the Global Financial Crisis (GFC) of 2008-09 that led to the disintermediation of banks as lenders.  

    Using US data, we find a substantial reduction in loans2, as shown in figure 2, as banks de-risked after the GFC. Interestingly, a similar disintermediation pattern was seen in the early 1990s following the Savings and Loans Crisis. 

    Figure 2. Relative size of funding markets: US non-financial corporates
     

     
    Source: Bloomberg, LOIM calculations. As at March 2023.

    Smaller corporations – that would have traditionally used bank loans as a source of funding – moved into public markets by issuing corporate bonds. Figure 3B shows a decrease in the size of companies issuing corporate bonds, as measured by their equity market-capitalisation, relative to the average equity market-cap. These corporations tend to be BBB rated and have been a major driver of the expansion of the BBB universe. 

    The downgrade of financials and issuance of more subordinated and bailable3 debt by banks further fuelled the proliferation of BBBs. Figure 3A shows that the average rating of financials has declined by nearly two notches (from A+ to A-) over the past 15 years. While this trend has made the overall financial system more stable, it also led to a general deterioration of ratings4 in this sector. Figure 3B shows that the average size by equity market-cap of the median equity issuer has increased relative to the median bond issuer. This indicates that relatively smaller companies are issuing bonds, potentially leading to a proliferation of BBB issuers.

    Figure 3. Changes in corporate bond issuers – rating and size
     

     
    Source: LOIM calculations, Bloomberg Barclays indices, Factset, Worldscope. Ratings are subject to change. As at November 2023.

    As a result of these factors, the crossover segment is now a large and liquid alternative to investing in investment-grade. We believe that crossover also provides a better risk-adjusted substitute to simply investing in a combination of investment-grade and high-yield debt: crossover features a risk profile closer to IG and a return profile in between IG and HY. 


    sources:

    2  Although loans can also be provided by the capital markets including the leveraged loans industry, loans are largely provided by banks and dominated by smaller, private companies.
    3 Currently, nearly all of a bank’s capital structure is bailable, allowing the continued survival of the bank in distress periods or an orderly resolution in case of a failure. AT1, LT2s and senior non-preferred debt are categories of debt that can be bailed-in in the event of distress.
    4  Duffie (2018) asserts that for mitigating systematic failure, creditors would need to believe that they would experience a significant loss at solvency. This effect has manifested itself in lower ratings and higher spreads for banks despite a stronger balance sheet via the issuance of bailable debt.

     

  • While crossover ratings straddle both investment grade and high yield, we believe that the crossover universe behaves similarly to investment grade and can be considered a replacement for investment grade.


    Long-term performance for global crossover shows returns that are roughly between investment-grade and high-yield, as expected from an asset class that combines these two assets. However, from a risk perspective, we find a much greater commonality with investment-grade. This is true for all risk metrics, including volatility, drawdown or default risk, and results in the Sharpe ratio of the crossover segment being superior to both investment grade and high yield over the 22-year time sample in figure 4. Over shorter periods, the Sharpe ratio of investment grade appears to be biased downwards due to the historic drawdown seen in 2022.

    Figure 4. Historical performance of global corporate bond benchmarks, 2000-2023


    Source: LOIM, Bloomberg Barclays Indices. Past performance is not an indicator of future results. Yields are subject to change and can vary over time. As at end-December 2023.

  • For long-term investors that can withstand mark-to-market volatility, default risk might be a more appropriate measure of risk. We observe in figure 5A that default probability rises exponentially with credit ratings. For example, three-year high-yield default rates rise exponentially after BBB, with a 2.5x increase from BB to B and a 2x increase to CCC. Figure 5B highlights this clearly, showing the annualised default rate of crossover is much closer to IG than it is to HY. 

    Figure 5. 3-year annualised default risk by rating


    Source: Moody's. As at end-2023.

  • The sector allocation of the crossover universe has changed substantially since 2000, converging strongly with IG markets. The increased diversity of issuers, especially within the BBB rated universe, combined with the downgrade of financials to make this universe much more representative of the broad investment-grade corporate bond market. Therefore, an allocation to crossover does not involve any systemic sector bets.

    Figure 6: Sector allocation: global crossover difference vs IG, 2000 and 2023

    Source: LOIM, Bloomberg Barclays Indices. As at end-December 2023.

  • Adrian, Tobias, Richard K. Crump, and Emanuel Moench. "Pricing the term structure with linear regressions." Journal of Financial Economics 110, no. 1 (2013): 110-138.

    Ambrose, Brent W., Cai, Nianyun, & Helwege, Jean. (2008). Forced selling of fallen angels. Journal of Fixed Income, 18(1), 72-85,4

    Baxter, N. (1967). Leverage, Risk of ruin and the cost of capital*. Journal of Finance, 22(3), 395-403

    Becker, B., & Ivashina, V. (2015). Reaching for Yield in the Bond Market. Journal of Finance, 70(5), 1863-1902

    Dichev, I. (1998). Is the Risk of Bankruptcy a Systematic Risk? Journal of Finance, 53(3), 1131-1147

    Dor, A., & Xu, Z. (2011). Fallen Angels: Characteristics, Performance, and Implications for Investors. The Journal of Fixed Income, 20(4), 33-58,4

    Ellul, Jotikasthira, & Lundblad. (2011). Regulatory pressure and fire sales in the corporate bond market. Journal of Financial Economics, 101(3), 596-620

    Fan, H., & Sundaresan, S. (2000). Debt Valuation, Renegotiation, and Optimal Dividend Policy. The Review of Financial Studies, 13(4), 1057-1099

    Ilmanen, A. (2003). Stock-bond correlations. The Journal of Fixed Income, 13(2), 55-66

    Jensen, & Meckling. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure.
    Journal of Financial Economics, 3(4), 305-360

    Kraus, A., & Litzenberger, R. (1973). A State-Preference Model of Optimal Financial Leverage. The Journal of Finance, 28(4), 911-922

    Murray, Scott and Nikolova, Stanislava, The Bond Pricing Implications of Rating-Based Capital Requirements (November 19, 2018). 14th Annual Mid-Atlantic Research Conference in Finance (MARC). Available at SSRN: https://ssrn.com/abstract=2993558 or https://dx.doi.org/10.2139/ssrn.2993558

    Solomon, E. (1963). Leverage And The Cost Of Capital. Journal of Finance, 18(2), 273-279

    Szilagyi, J., Hilscher, J., & Campbell, J. (2008). In Search of Distress Risk. Journal of Finance, 63(6), 2899-2940

How could a crossover strategy offer an alternative to traditional options in fixed income?

important information.

FOR PROFESSIONAL INVESTOR USE ONLY.

This document is issued by Lombard Odier Asset Management (Europe) Limited, authorised and regulated by the Financial Conduct Authority (the “FCA”), and entered on the FCA register with registration number 515393. This document is approved at the date of publication.

Lombard Odier Investment Managers (“LOIM”) is a trade name.

This document is provided for information purposes only and does not constitute an offer or a recommendation to purchase or sell any security or service. It is not intended for distribution, publication, or use in any jurisdiction where such distribution, publication, or use would be unlawful. This material does not contain personalized recommendations or advice and is not intended to substitute any professional advice on investment in financial products. Before entering into any transaction, an investor should consider carefully the suitability of a transaction to his/her particular circumstances and, where necessary, obtain independent professional advice in respect of risks, as well as any legal, regulatory, credit, tax, and accounting consequences. This document is the property of LOIM and is addressed to its recipient exclusively for their personal use. It may not be reproduced (in whole or in part), transmitted, modified, or used for any other purpose without the prior written permission of LOIM. This material contains the opinions of LOIM, as at the date of issue.

UK regulation for the protection of retail clients in the UK and the compensation available under the UK Financial Services Compensation scheme does not apply in respect of any investment or services provided by an overseas person. A summary of investor rights and information on the integration of sustainability risks are available at: https://am.lombardodier.com/home/asset-management-regulatory-disc.html.

Neither this document nor any copy thereof may be sent, taken into, or distributed in the United States of America, any of its territories or possessions or areas subject to its jurisdiction, or to or for the benefit of a United States Person. For this purpose, the term "United States Person" shall mean any citizen, national or resident of the United States of America, partnership organized or existing in any state, territory or possession of the United States of America, a corporation organized under the laws of the United States or of any state, territory or possession thereof, or any estate or trust that is subject to United States Federal income tax regardless of the source of its income.

Source of the figures: Unless otherwise stated, figures are prepared by LOIM.

Although certain information has been obtained from public sources believed to be reliable, without independent verification, we cannot guarantee its accuracy or the completeness of all information available from public sources.

Views and opinions expressed are for informational purposes only and do not constitute a recommendation by LOIM to buy, sell or hold any security. Views and opinions are current as of the date of this presentation and may be subject to change. They should not be construed as investment advice.

No part of this material may be (i) copied, photocopied or duplicated in any form, by any means, or (ii) distributed to any person that is not an employee, officer, director, or authorised agent of the recipient, without Lombard Odier Asset Management (Europe) Limited prior consent.
 

©2024 Lombard Odier IM. All rights reserved.