Data & Analytics Insights

The liquidity footprint: How credit portfolios drift during implementation

David Tattan

EMEA Lead, Buy-side Trading Solutions, LSEG

Liquidity, substitution, pricing and imperfect hedging can cause credit portfolios to drift from their original investment intent, making a timely and complete view of positions, orders and risk essential.

key takeaways

  • Liquidity can create a meaningful gap between the portfolio a manager intends to build and the instruments and risks ultimately held.
  • Substitution, different reference prices, imperfect hedges and index-driven trading can introduce basis risk and tracking error during implementation.
  • A connected investment management system can help managers maintain visibility across holdings, outstanding orders, hedges, compliance limits and portfolio risk.

In credit portfolios, tracking error is often the footprint left by liquidity.

The portfolio after execution is rarely identical to the one the portfolio manager intended to build. A manager may prefer one bond but buy another because that is where liquidity is available. The substitute may have a different spread duration; a rates hedge may be an imperfect proxy; or an index-driven trade may be delayed because immediate execution is too expensive.

Liquidity is less a fixed property of a bond than a series of potholes in the road: uneven, intermittent and sometimes invisible until the market is asked to absorb size. A strong investment management system keeps exposures, outstanding orders and hedge positions visible as implementation reshapes the portfolio.

These differences accumulate between decision and execution, and wherever a traded price becomes a valuation. Two managers with the same investment view can therefore end up owning materially different risks.

The bonds a manager wants – and the bonds they can buy

An issuer may have dozens of bonds outstanding, but executable liquidity sits in a specific line, on a specific side and at a specific size. A dealer’s offer in a seasoned bond may reflect inventory they are willing to move, but it says far less about the bid likely to be available when the portfolio manager needs to sell several months later. A recent issue may trade more freely, but switching into it can mean giving up spread or moving to a different point on the curve. Substitution can also change the economics in less obvious ways: bonds from the same corporate group may be issued by different entities and carry different guarantees or levels of structural subordination.

“Five-year exposure to the issuer” is therefore an investment intention, not a complete description of the position. The portfolio owns a specific instrument whose terms shape its valuation, liquidity and risk for as long as it remains on the book. A substitute bond may reduce execution costs while increasing basis risk relative to the benchmark.

Why the reference price matters

The same bond can have several legitimate prices at the same time. An evaluated price marks the security at a particular point using a stated methodology. A dealer indication contributes to price discovery, while an executable quote is a commitment on stated terms. The index price supports benchmark calculation. Portfolio trading adds another layer: the price allocated to an individual line within a package may reflect the economics of the package as much as those of the standalone security.

Paying above the previous day’s evaluated mark may reflect a move in the government bond or swap curve, a shift or twist in the issuer curve, or simply the cost of trading at size. Equally, buying below an evaluated mid tells the manager little in isolation if comparable bonds were trading differently at the time.

Before interpreting any gap, the portfolio manager needs to understand what the reference price represents: when it was struck; whether it is clean or dirty; how stale the underlying observations may be; and, for thinly traded securities, how much of the valuation is based on actual trades rather than inferred relationships between comparable bonds.

Where observable transactions are sparse, a traded price, an evaluated price and an executable price can tell quite different stories about the same position.

When the hedge tracks a different risk

Government bond futures are a quick way to change a credit portfolio's rate exposure without disturbing the cash book.

A Treasury or gilt future follows its own cheapest-to-deliver economics and conversion-factor structure. A corporate bond may sit elsewhere on the curve and have very different key-rate duration exposures. Hedge ratios therefore need to be sized by sensitivity rather than notional alone.

Matching total duration still leaves curve-shape risk. Rolling from one futures contract to the next can alter the hedge even when the portfolio retains the same number or notional value of contracts. A well-sized rates hedge leaves spread risk intact, but it can also leave basis risk relative to the government curve, alongside curve-shape risk and differences in convexity.

Credit default swaps (CDS) introduce a different mismatch. The hedge references an entity, while the cash bond has its own maturity, ranking, coupon, deliverability and restructuring characteristics. The CDS–bond basis can move even when the underlying credit view proves correct.

The portfolio manager therefore needs a consolidated view of cash bonds, futures or swaps, CDS, residual duration, spread risk and the basis introduced by the hedge.

Matching benchmark weights does not guarantee matching risk

A portfolio can match its benchmark by sector, rating and issuer weight and still carry different risks. Two portfolios may have the same headline duration but distribute it differently across the curve. They may hold the same issuer weights but express them through bonds with materially different spread durations.

Callable bonds add another dimension because their effective duration changes as the embedded option moves in and out of money.

Liquidity widens the gap

A portfolio manager may want to replicate a benchmark constituent but instead buy a nearby issue because that is where executable liquidity is available. The substitute may be economically reasonable, yet it creates a measurable difference in curve exposure, carry or liquidity.

Tracking error then becomes a record of implementation as well as investment choice. Some of that difference is deliberate. The remainder may reflect the cost of avoiding poor execution or an implementation decision that has not yet been captured in the portfolio’s risk view.

Index rebalances make these decisions visible. Month-end extensions, new eligible issues and bonds dropping below maturity thresholds create flows, but the apparently obvious trade is not always the cheapest one to execute.

The process begins before month-end. Constituents may be fixed several days before the effective date, leaving managers to decide whether to trade ahead of expected flows, wait for liquidity, use a temporary substitute or hedge the resulting exposure while sourcing the preferred bond.

Issuer limits can be breached at entity level

Mandate restrictions are usually written in terms of issuers, ratings, time to maturity, currencies, sectors, country of risk or instrument types. Execution takes place on individual securities.

An issuer limit defined at ultimate-parent level may be exceeded by buying a bond issued through a financing subsidiary. Two securities that appear to represent different issuers on the same screen may roll up to the same economic parent. A substitute selected for liquidity can therefore change concentration in ways that are not obvious from the bond name alone.

Orders complicate the picture further. A portfolio may be within its limit based on current holdings while an outstanding order is already consuming the remaining capacity. A partial fill on one order, combined with another order still working in the market, can move exposure beyond a threshold that neither order would breach on its own.

The operating model must keep pace with the portfolio

Consider a simple test: switch from one corporate bond to another on a relative-value basis and attach a rates hedge. The sale completes, the purchase only partially fills and the hedge trades in full. What happens next?

Can the portfolio manager see the residual exposure immediately? Does the resulting position remain within mandate limits? If an evaluated price differs from the execution price, can the team explain why?

If answering those questions requires several systems, manual reconciliation and a spreadsheet assembled after the event, the portfolio view is already lagging behind the portfolio itself.

Liquidity will remain intermittent, hedges will remain imperfect and many valuations will never be directly observable. A strong investment management system can nevertheless help the portfolio manager see what the portfolio owns and the risks it carries.

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