Average daily volume (ADV) is one of the listed derivatives market’s statistical pillars. Published by exchanges for each of their contracts, it is widely used by participants as a way to compare market sizes and decide trading strategies.
An analogous figure can now be derived from over-the-counter market data. As in the futures market, ADV for swaps could allow investors and hedgers to work out where they are best able to execute – and may also have the added benefit of encouraging futures market-makers to take a fresh look at the opportunities of expanding into the OTC space.
The caveat is that notional figures, arguably the simplest and most appealing way of comparing OTC trading volumes, are also the wrong starting point – sensitivity to interest rates is a better basis for comparison.
As an example of ADV disclosures in the listed market, the table below – taken from a CME Group report – shows ADV data for April and March 2017.
Table A shows:
- ADV as the number of contracts traded for each market, with Eurodollars the largest, with 2.7 million in April, down 14.7% from March.
- The 10-year Treasury note is next – and so it continues in declining order of volume, with the data showing April trading was lighter across the board, particularly for the federal funds and Eurodollar contracts, with only the 10-year Treasury note higher.
- Note some of these markets have different contract sizes, for example Eurodollar is $1 million per contract while the 10-year Treasury note is $100,000.
US dollar interest rate swaps
One impact of the Dodd-Frank Act in the US has been the public dissemination of trade-level data for OTC derivatives and the granular transparency this provides makes it possible to calculate ADV for specific products in an analogous fashion to futures.
By filtering and categorising the public dissemination record, it is possible to calculate ADV for specific products.
Figure 1 shows:
- ADV for the major vanilla US dollar swaps, denoted by their commonly used Bloomberg tickers of USSW2, USSW5, USSW10, USSW30, with the number corresponding to the maturity in years.
- The two-year, five-year and 10-year swaps each show approximately $4 billion ADV.
- The 30-year product has approximately $1 billion ADV.
This chart highlights the importance of the unit selected for ADV and while notional is useful to compare a specific ticker over the months in question, it is less useful when making comparisons between these tickers as the risk of a $100 million five-year swap is roughly half that of a 10-year swap.
Calculating ADV using the per-basis point interest rate sensitivity – DV01 – gives a different picture.
Figure 2 shows:
- USSW10 is the largest, with $3.4 million ADV in April 2017, which is down 13% from $3.8 million ADV in March 2017.
- USSW30 is the next largest, with $1.9 million ADV in April, down 6% month-on-month.
- USSW2 is the lowest, with $0.7 million ADV in April.
- Volumes in April are lower than March, similar to the CME figures above.
Caveats and assumptions
These ADV figures are not perfect and like any measure it is important to understand the assumptions before using.
First, US public dissemination rules mean that for trades above specified notional sizes – by asset class and tenor – the full notional is not disclosed. For instance, a 10-year interest rate swap would show as $170 million, whether the notional was $175 million or $250 million. In practice, this can understate the ADV by 20–30%.
Second, this is not global ADV for USSW30, it is the liquidity in the US market only. This is different to a futures contract where global liquidity is typically concentrated at the single exchange where the product trades.
Until Europe and Asia provide more public dissemination of OTC derivatives data, what we have are US ADVs, representing approximately 45% of global ADV for these instruments. More data will be available following the arrival next year of Europe’s new trading and transparency regime – the second Markets in Financial Instruments Directive (Mifid II).
US dollar overnight indexed swaps
Let’s turn now to the fed funds index and US dollar swaps that reference the overnight indexed swap (OIS) rate.
Figure 3 shows:
- The most common US dollar OIS swaps correspond with meeting dates for the Federal Reserve’s rate-setting committee, so USSOFED1 has a start date of the next meeting and a maturity of the subsequent meeting.
- As the meetings are generally six weeks apart, each of these represent short-dated swaps, making large notionals the norm.
- Feb 2017 shows a huge spike in volumes of FED1 and FED2, previously highlighted by this column.
- These subsequently dropped in March and again in April.
- April volumes are back down from their high, but remain well above January, only FED3 – the July 26 to September 20 period – showing low volume.
Cross-currency swaps are one of the largest products covered by non-cleared margin rules.
Figure 4 shows:
- €/$U cross-currency swaps, EUBS5 and EUBS10.
- EUBS5 ADV in April is €350 million ($391 million), up 45% from the €243 million in March and just below the high of €375 million in January.
- EUBS10 ADV in April is €154 million, down 30% from the €220 million in March.
Aside from the US, Canada is the only other jurisdiction with trade-level public dissemination from trade repositories, which is required for the above analysis.
While Europe, Japan and other jurisdictions have daily transaction reporting to trade repositories, none have trade-level public dissemination. The only public reports available are at such a high level of aggregation that they are entirely useless to market participants: a missed opportunity to add transparency to these markets and complete the global picture.
Mifid II will provide much more useful data. The only caveat is that the complexity of regulations that seek to cover securities, exchange-traded and OTC derivatives means there is an over-reliance on unique identifiers, whch will make real-world use by market participants unnecessarily difficult.
The week on Risk.net, September 8-14, 2018Receive this by email