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Investment Strategies

LDI Portfolios: Keep the Focus on Robust Liability-Hedging Assets

LDI portfolios that emphasize corporate credit may align best with liabilities. Large allocations to Treasuries and STRIPS are not a panacea for liability hedging.

  • LDI strategies should prioritize corporate bonds as the cornerstone of liability-hedging because they provide exposures – such as duration, spread duration, and yield – in line with liabilities.
  • Large allocations to Treasuries and STRIPS supplemented by equity exposure may not be a comprehensive solution for liability-hedging, as they can introduce subjective calls on the shape of the yield curve and may not align well with liability risk factors in certain market environments.
  • Pairing STRIPS and equities as a substitute for long credit is a potentially risky approach that relies heavily on historical correlations; a more robust and resilient strategy is needed to manage liability risk effectively.
  • Plan sponsors should focus on diversified credit and government bonds targeting all liability risk factors. These strategies tend to align better with liability changes and offer more stable hedging outcomes across various market environments.

The Federal Reserve’s 10 rate hikes since March 2022 have created a watershed moment for sponsors of defined benefit pension plans. Thanks to higher interest rates, plans are better funded and have access to their preferred hedging instruments – high quality corporate bonds at historically attractive entry points. Plan sponsors now have an opportunity to preserve funding ratio gains and reduce risk.

However, the window of opportunity may not last long. Risks of recession are elevated (see our Secular Outlook from June, “The Aftershock Economy”). If and when recession comes, interest rates could decline, and combined with struggling equity markets, funding ratios will be pressured to the downside.

First principles

The primary objective of liability-driven investing (LDI) is simple – managing risks embedded in an entity’s liabilities (which are primarily interest rate and corporate spread risk). Because liability valuations move inversely with discount rates, the 200- to 250-basis-point (bp) pick up in yields over the last 12–18 months presents substantial risk that liability valuations increase (and funding ratios fall) if yields decline. Indeed, viewed over the past 10 years, yields are in about the 95th percentile (see Figure 1).

Figure 1: 10-year history of FTSE Pension Discount Curve yields
Figure 1 is a line chart depicting FTSE Pension Discount Curve yields over a 10-year period, from April 2013 to March 2023. The chart's vertical axis shows the yield percentage, with values between 0.00% and 6.00%. The horizontal axis represents the time, with data points at roughly six-month intervals. The line demonstrates the changes in the discount rate throughout the decade. Because liability valuations move inversely with discount rates, the 200- to 250-basis-point (bp) pick up in yields over the last 12–18 months presents substantial risk that liability valuations increase (and funding ratios fall) if yields were to revert back to recent levels. Indeed, viewed over the past 10 years, yields are in about the 95th percentile. The source is FTSE as of 31 March 2023. The yield history is based on the FTSE Pension Liability Index - Intermediate discount rate series, representative of the liability-duration proxy used in this analysis.
Source: FTSE as of 31 March 2023. The yield history is based on the FTSE Pension Liability Index - Intermediate discount rate series, representative of the liability-duration proxy used in this analysis.

Six drawbacks of STRIPS-heavy approaches

With these core principles in mind, we take issue with some recent proposals for LDI implementation – especially those concerning heavy usage of Treasury STRIPS. For example, one notion that has arisen recently is to sell or de-emphasize long credit positions and redeploy the proceeds into a combination of STRIPS and equities (or other return-seeking investments). On the surface, this may sound interesting, but digging deeper, we see a number of issues. So, as practitioners of LDI, we need to caution plan sponsors and their advisors that

1) While STRIPS are a capital-efficient way to get duration exposure in fixed income portfolios, long credit tends to be the better cornerstone of LDI programs. As such, there is a high bar to sell long credit positions. After all, corporate bonds are the natural liability-hedging instrument, as they are able to provide duration, credit spread exposure, and yield in line with liability discount rates (see Figure 2).

Figure 2: Treasury STRIPS missing the mark for LDI portfolios
Figure 2 is a bar chart comparing the certain risk factors of select fixed income indices vs. liabilities. Risk factors depicted include duration (also broken out across three key rate buckets including 0-10 years, 10-20 years, and 20+ years) spread duration, and total yield. The three bars in each category represent liabilities, the Bloomberg Long Credit Index, and the Bloomberg 20+ STRIPS Index. The chart demonstrates that while Treasury STRIPS can provide significant duration exposure, they fall short in matching the key rate durations and total yield when compared to long credit positions, which are more aligned with liability discount rates and serve as a better cornerstone for LDI programs. Sources are Bloomberg, FTSE and PIMCO as of 31 March 2023. Liability yields are based on an illustrative $1 billion, 13-year duration liability discounted using the FTSE Pension Discount Curve.
Source: Bloomberg, FTSE and PIMCO as of 31 March 2023. Liability yields are based on a illustrative $1 billion, 13-year duration liability discounted using the FTSE Pension Discount Curve.

2) Long credit portfolios are currently yielding 5.0%–5.5% versus STRIPS offering less than 4%. In general, starting yields correlate strongly with future returns, so new dollars going into LDI should benefit more from a long credit allocation (which closely aligns with liability discount rates) than from long-dated STRIPS.

3) Pairing STRIPS and equity to create a substitute for long credit is a barbelled approach to managing against a liability. To be sure, one can model scenarios where, if past correlations hold, this could create a similar hedging outcome as a physical bond portfolio of corporate credit. However, as soon as correlations break down or even move away from those assumed, this approach is much riskier from an asset-liability management standpoint. Essentially these are diversification trades masked as liability hedges. Looking over time at the consistency of equity/spread correlations (or lack thereof), it’s easy to see that in certain environments this barbelled approach could underdeliver compared to owning credit bonds as a hedge (see Figure 3).

Figure 3: Inconsistency of correlations in spread and equity returns leads to volatility between portfolio and liability returns
Figure 3 consists of two charts illustrating the inconsistency of correlations in spread and equity returns, which can lead to volatility between portfolio and liability returns. The first chart is a line chart showing the rolling 12-month correlation between Bloomberg Long Credit Index excess return and S&P 500 return from December 2000 to March 2023. The chart highlights the average correlation (0.66), +1 standard deviation (0.86), and -1 standard deviation (0.46). The second chart is a line chart comparing the 10-year correlation of returns between two allocations (Allocation 1 and Allocation 2) and the FTSE Liability from April 2013 to March 2023. Allocation 1 is a 100% fixed income portfolio blending credit and government securities, while Allocation 2 is a 60/40 fixed income/equity portfolio where fixed income is a blend of government whole bonds and STRIPS. The charts demonstrate that correlations can be inconsistent over time, and a barbelled approach using STRIPS and equity as a substitute for long credit can be riskier from an asset-liability management standpoint, potentially underdelivering compared to owning credit bonds as a hedge. Note: The liability return series is the FTSE Pension Liability Index – Intermediate return series. The intermediate series most closely matches the duration of the portfolios used in this analysis. Although allocations 1 and 2 have the same duration profile, Allocation 1 is a 100% fixed income portfolio that blends credit and government securities while Allocation 2 is a 60/40 fixed income/equity portfolio where fixed income is a blend of government whole bonds and STRIPS. The sources are Bloomberg and FTSE as of 31 March 2023

Source: Bloomberg and FTSE as of 31 March 2023

Note: The liability return series is the FTSE Pension Liability Index - Intermediate return series. The intermediate series most closely matches the duration of the portfolios used in this analysis. Although allocations 1 and 2 have the same duration profile, Allocation 1 is a 100% fixed income portfolio that blends credit and government securities while Allocation 2 is a 60/40 fixed income/equity portfolio where fixed income is a blend of government whole bonds and STRIPS.

4) In addition to the fragility of certain correlation assumptions, volatility driven by yield curve mismatches can transpire in hedging strategies that are unstable and deviate from their intended targets. When assessing the risk of hedge-ratio volatility between a portfolio that was holistically designed to the liabilities across key risk factors versus a STRIPS-only portfolio, the results are impactful. STRIPS-only strategies tend to create much more volatile hedging outcomes. This will result in a more frequent need for rebalancing and trading – thus, additional transaction costs (see Figure 4).

Figure 4: Hedge ratio drift across hedging strategies
Figure 4 is a table illustrating the hedge ratio volatility for two different hedging strategies: Portfolio A and Portfolio B. Portfolio A is a duration-neutral blend of the Bloomberg Long Credit, Intermediate Credit, and Long Government indices, while Portfolio B is a duration-neutral blend of Bloomberg STRIPS indices. The chart shows that STRIPS-only strategies, represented by Portfolio B, tend to create much more volatile hedging outcomes compared to a portfolio designed to match liabilities across key risk factors, represented by Portfolio A. This increased volatility can result in a more frequent need for rebalancing and trading, leading to additional transaction costs. The chart is provided for illustrative purposes and is not indicative of the past or future performance of any PIMCO product.
Source: PIMCO as of 31 March 2023. Hypothetical example for illustrative purposes only. Portfolio A is a duration-neutral blend of the Bloomberg Long Credit, Intermediate Credit, and Long Government indices. Portfolio B is a duration-neutral blend of Bloomberg STRIPS indices. The performance returns do not include fees and charges. If these fees and charges were reflected performance would be lower. Figure is provided for illustrative purposes and is not indicative of the past or future performance of any PIMCO product.

5) Transaction costs are another consideration when making such an adjustment. As mentioned, corporate bonds are the preferred hedging assets. At the end of the day, to have the tightest hedge versus the liability, plans should consider a meaningful allocation to corporate bonds. If trading from corporates to a barbelled STRIPS/equity portfolio is temporary in nature (most likely this is the case as plans follow their glide paths), when it’s time to move back into long credit bonds, it’s hard not to think about transaction costs of a round-trip move – which could exceed 1% of the size of the allocation.

6) What’s more, blunt usage of STRIPS may result in significant yield curve mismatches within a plan’s LDI program. Such an overweight to the back end of the curve may be tolerable in a normal yield curve environment (i.e., the shape of the curve is upward sloping). But today’s yield curve is quite flat (and even inverted at certain points - see Figure 5 for today’s curve shape versus history). Thus, if yield curves steepen from here, realized hedge ratios will come in lower than what the headline hedge number may suggest because assets at the long end of the curve will underperform their liabilities – and the result would be a lower funded ratio.

Figure 5: 5-year/30-year U.S. Treasury rate curve
Figure 5 is a line chart depicting the slope of the 5-year/30-year U.S. Treasury rate curve from March 1983 to March 2023. The chart illustrates the historical changes in the slope of the curve over this 40-year period. The vertical axis represents the slope, while the horizontal axis represents time. The chart shows that over time, the slope of the yield curve between the 5-year and 30-year points can change meaningfully. An overweight to the back end of the curve (often the result of a STRIPS-heavy allocation) may be tolerable in a normal yield curve environment (i.e., the shape of the curve is upward sloping). But today’s yield curve is quite flat (and even inverted at certain points. Thus, if yield curves steepen from here, realized hedge ratios will come in lower than what the headline hedge number may suggest because assets at the long end of the curve will underperform their liabilities – and the result would be a lower funded ratio. The source is Bloomberg as of 31 March 2023.
Source: Bloomberg as of 31 March 2023

A DEEPER DIVE INTO LIABILITY-HEADGING PORTFOLIOS

Figure 6: Historical high-volatility periods
Figure 6 is a bar chart illustrating the performance of two allocations (Allocation 1 and Allocation 2) and their respective liability returns during 17 periods of market stress spanning 50 years, from the 1973-74 oil crisis to the 2020 COVID-19 drawdown. Allocation 1 is a 100% LDI portfolio consisting of credit and government bonds, while Allocation 2 is a 40% equities / 60% LDI portfolio with Treasuries and STRIPS only. The vertical axis represents the return percentage, ranging from -25% to 25%. The chart demonstrates that Allocation 2, which uses a Treasury/STRIPS-only LDI strategy, exhibited significant volatility in returns versus the liability compared to the holistically built Allocation 1. The standard deviation of relative returns in these select periods for Allocation 2 was about 6%, while Allocation 1 had a standard deviation of less than 1%. This indicates that re-risking the allocation with equities to compensate for a poor-quality liability hedge (of Treasuries and STRIPS) is not an effective strategy.  The source is PIMCO as of 31 March 2023. Hypothetical example for illustrative purposes only.  The performance returns do not include fees and charges. If these fees and charges were reflected performance would be lower. Figure is provided for illustrative purposes and is not indicative of the past or future performance of any PIMCO product.
Source: PIMCO as of 31 March 2023. Hypothetical example for illustrative purposes only. Allocation 1: 100% LDI (8.6% Bloomberg intermediate credit, 69.5% Bloomberg long credit, 21.9% Bloomberg long government index to hedge 100% on both rates and spreads). Allocation 2: 40% MSCI ACWI Index / 60% LDI (3.6% Bloomberg intermediate government index, 14.4% Bloomberg long government index, 42% Bloomberg 20+ STRIPS Index). The performance returns do not include fees and charges. If these fees and charges were reflected performance would be lower. Figure is provided for illustrative purposes and is not indicative of the past or future performance of any PIMCO product.

CREDIT VS. EQUITIES AND STRIPS

To test whether equities when paired with Treasuries/STRIPS can robustly provide a hedge to liability risk, we examined two portfolios during 17 periods of market stress going back 50 years (ranging from the 1973-74 oil crisis to the 2020 COVID-19 drawdown) and the associated tracking error of the portfolio versus the liability. Allocation 1: 100% LDI (credit + government to hedge 100% on both rates and spreads). Allocation 2: 40% equities / 60% LDI (Treasuries / STRIPS only). While both portfolios target the same liability hedge ratio (i.e., duration neutral), there are two key differences:

  1. In the LDI Strategy, one holds corporate bonds and Treasuries that are aligned with the plan's liability risk characteristics (Allocation 1), while the other portfolio targets only the liability duration with Treasuries and STRIPS (Allocation 2) - resulting in no explicit liability credit spread duration hedge.
  2. In allocation 2, the 40% increase in equity exposure aims to simulate a "proxy of credit spread hedge." To be clear, PIMCO is not a proponent of this as we believe that equities do not provide a stable hedge to liability credit spreads. Additionally, moving fixed income assets from actively managed lo0ng credit into more passively managed STRIPS mandates increases the need to take risk elsewhere (e.g., equities) to achieve the same level of return expectations - further increasing funding ratio volatility. 

The results confirm our initial assessment - Allocation 2 ( the portfolio with the Treasury/STRIPS-only LDI strategy) demonstrated significant volatility in returns versus the liability relative to the holistically built Allocation 1. In fact, the standard deviation of relative returns of Allocation 2 versus the liability during these select high-volatility periods was about 6% (versus Allocation 1 of less than 1%). Said another way, re-risking the allocation with equities to make up for a poor-quality liability hedge 9of Treasuries and STRIPS) is an exercise in futility. See Figure 6 for more details on the Select scenarios analyzed.

A more LDI-friendly way to re-risk

For plan sponsors that seek additional returns from equities or want to take a tactical exposure to equities without compromising their liability hedge, there are more capital-efficient ways to accomplish this than holding equities and STRIPS. Sponsors can enhance their asset allocations by pairing equities and long bonds in one portfolio – akin to a liability-friendly equity strategy. A long duration strategy that incorporates an overlay of equity exposure fits this objective well, in our view.

The preferred hedge – corporate bonds

Without doubt, when preparing for a variety of market environments, it should be clear that large STRIPS allocations may address duration risk within the liability, but they are not a silver bullet. In fact, they can introduce a subjective call on the shape of the yield curve. Instead, we believe plan sponsors should set their sights on a more robust liability hedge – especially given how close many plans are to being fully funded.

As the economy weakens, it will be important to consider emphasizing true LDI hedges driven by robust LDI portfolios that target all liability risk factors. Strategies that are less reliant on historical correlations have been shown to improve funding ratio stability across most environments.

In this context, plan sponsors may be better served by using a toolkit of diversified credit and government bonds targeting the desired liability hedge. Strategies such as these seek to stay aligned with liability changes in a resilient fashion – after all, the goal of hedging strategies is to recognize and prepare for uncertainty in markets.


1 If needed, an embedded overlay comprised of Treasury futures can help tighten the liability hedge.

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