The Aussie iTraxx is a proxy for credit spreads in the Australian market
What is the Aussie iTraxx?
We are often asked “what is the Aussie iTraxx and why should I care about it?”
The simple answer is the Aussie iTraxx is a proxy for credit spreads in the Australian market. It is an index, not unlike the ASX All Ordinaries Index for equities, which provides information on the direction and trend of the market.
The Aussie iTraxx is composed of five year credit default swaps (CDS) for the 25 most liquid and highly traded investment grade Australian entities in the market. Each of the 25 entities is given equal weighting and must meet the following requirements to be included:
- The entity has to be listed on the Australian Stock Exchange (ASX) and have a five year CDS
- All entities must be investment grade by any of the three major rating agencies (S&P, Moody’s and Fitch) that rate them
- Market makers submit a list of the most liquid traded entities for the previous 12 months to the International Index Company (IIC). IIC then computes final liquidity ranking for each entity and the top 25 become the entities that make up the iTraxx Index.
- All constituents have equal weighting of no more than 4%
- No more than five banks can be included in the iTraxx, thus comprising no more than 20% of the total weighting
The “price” of the iTraxx is simply the weighted average basis point (bps) cost of the 25 CDS contracts with each individual CDS acting as a proxy for credit spread on that particular company. Typically speaking, CDS and the actual credit margin on bonds from the same company will move in a similar fashion. The weighted average of all 25 CDS contracts then acts as a proxy for the credit spread of the Australian investment grade credit (or corporate bond) market as a whole.
Importantly, the Aussie iTraxx does not incorporate outright yields – that is, the movement in base interest rates such as the government bond risk free rate, the RBA cash rate or the bank bill swap rate (BBSW). It only looks at the credit spread component that is overlaid or added to the base interest rates or yield curve (see below for further details).
Why should I care about it?
The iTraxx is a source of information. It is similar to the ASX All Ordinaries Index for equity investors. It shows movements and trends and enables bond investors to benchmark changes in their own bonds versus the broader market. It can also be used together with other indices and information sources (such as equity indices, volatility (VIX), interest rates and yield curves) to gauge market sentiment and likely future direction.
While not available to individual investors (unless you want to place a $10m minimum position), the Aussie iTraxx is used by professional investors and fund managers to speculate on the direction of credit spreads and to protect (or insure) against losses. Naturally, the effectiveness of the protection depends on how well the Aussie iTraxx replicates the characteristics of the investor’s physical credit exposure. Professional investors are attracted by the very liquid nature and transparency in pricing.
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How has the Aussie iTraxx performed and how does it move with equities and interest rates?
The following chart plots the Aussie iTraxx and the ASX All Ordinaries Index from January 2007 (i.e. pre-GFC) to date.
![](data:image/png;base64,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)
Source: Bloomberg
Figure 1
There are a number of important observations:
- Pre GFC, the index was consistently around 30bps. This indicates that the average five year credit spread (or cost of borrowing above the benchmark rate such as bank bill swap rate or BBSW) for investment grade issuers in Australia was around 30bps – a margin that most pundits would freely suggest was too low.
- During the GFC, when the risk of a banking system collapse was very real and equity markets hit their nadir (March 2009), the Aussie iTraxx reached a peak of 443bps – this time a margin that was clearly too high.
- After March 2009, spreads rapidly improved in line with equity markets and settled around 100bps until Greece and the other PIIGS (Portugal, Italy, Ireland, Greece and Spain) raised concerns around European sovereign (and bank) debt levels. Equities again sold off and global credit spreads rose. The Aussie iTraxx followed suit and was characterised by the “risk on” and “risk off” periods that existed for some 18 months.
- With the market becoming comfortable around European sovereign debt and US growth, equities again rallied and the Aussie iTraxx tightened to touch a low of 78bps on 18 September 2014.
- Since 1 July 2015 until early 2016, the Index widened from 97bps to 157bps triggered by concerns over China.
- The spread in 2018 has been gently widening and has averaged 66bps since January and higher for July, averaging 82bps to date.
A clear trend that should have emerged from reading the above is the inverse correlation between credit spreads (as measured by the Aussie iTraxx) and global equities. When equities are falling, credit spreads are increasing and intuitively this makes sense.
There is also a negative correlation between interest rates or more correctly, yield curves and the Aussie iTraxx (representing credit spreads). When equities are falling and credit spreads are widening (typically in times of low growth and/or risk aversion), outright yields or interest rates are falling as the central bank lowers interest rates in an attempt to improve growth. This is not always the case but is a relatively useful rule of thumb.
The chart below plots the Aussie iTraxx and the Australian five year swap rate. Again the inverse relationship is clear to see.
![](data:image/png;base64,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)
Source: Bloomberg
Figure 2
If we add the two together, as shown in Figure 3 below, we get a proxy for the yield to maturity on five year investment grade corporate bonds in Australia. Note how the two tend to offset each other, particularly in times of significant volatility or movement.
Source: Bloomberg
Figure 3
The proxy for yield to maturity (yellow line) rose and credit spreads widened during the period of China’s stock market turbulence, meaning existing investment grade bond yields rose, and prices declined. It would have been more expensive for investment grade companies to issue bonds around this time. Since mid 2016, credit spreads have contracted as the iTraxx fell from post China highs of 157bps to 81bps (as of 16 July 2018).
It is important to remember that when fixed rate yields (i.e. the total of the benchmark rate plus credit spread) fall, the price of fixed rate bonds increases. This is a crucial concept to investing and a powerful strategy for protecting your portfolio against falling equity values and even credit exposures.