Changes in US interest rates impact global markets. Unquestionably higher and sooner than we expect is the surprising conclusion to this note
![800450 800450](https://thewire.blob.core.windows.net/web/images/default-source/default-album/800450.png?sfvrsn=1382b05a_0)
By Warren Hogan, ex ANZ Chief Economist
The long awaited normalisation of global monetary policy is now underway with many of the world’s leading central banks starting to lift short term rates off the zero floor.
The recovery from the GFC has been a long hard slog, but a synchronised upswing in global growth offers hope that a return to more normal macroeconomic conditions is near. Even unconventional monetary policies are being ear marked for withdrawal. Despite improving economic conditions and less stimulatory monetary policy, long term interest rates remain near historically low levels.
Another bond market conundrum is upon us
The new conundrum for the US bond markets is why long term interest rates are not rising despite the Fed raising short term rates as well as signalling a reversal of QE over the years ahead.
The recent confirmation testimony from incoming Fed Chair Powell made it clear that he expects the FOMC will continue to raise the funds rate while gradually winding back the portfolio of securities the Fed has accumulated as part of QE.
You would think investors would be running for the hills in anticipation of higher short term funding costs combined with the removal of one of the biggest buyers in the market.
This conundrum is critical for global bond yields because the US market is the benchmark from which all other markets are priced. What happens in the US impacts interest rates just about everywhere else. Not only is the US dollar the world’s primary reserve currency, but the US debt capital markets are the largest and deepest in the world.
How do we make sense of this conundrum?
“It’s the economy stupid…..”
What determines the level of interest rates is what is happening in the economy, specifically, the real rate of growth of the economy plus inflation. Real economic growth plus inflation broadly equates to nominal growth. An economy experiencing a very slow rate of growth will tend to have low interest rates while an economy that is growing strongly will create forces that put upward pressures on interest rates. This is Economics 101.
The long term interest rate should reflect the market’s view of nominal economic growth over the next 10 years. But this requires perfect foresight, which none of us have. So, the 10 year bond yield will reflect investors’ expectations for future growth which is strongly influenced by what has happened in the past and what is happening right now.
The episode of the great inflation of the 1970s is an example of how investors can get it wrong. They were universally caught off guard by the big rise of inflation in the 1970s. As a result, bond yields failed to keep up with rising inflation right through to the late 1970s. In this period, bond yields were generally lower than nominal growth.
Then in the 1980s, investors were surprised with the decline of inflation. In this period, bond yields tended to be higher than nominal growth.
This relationship is general in nature and does not attempt to account for other factors which can influence the level of interest rates in the short term. The proposition here is that nominal growth is an anchor in determining the level of interest rates in the economy.
Chart 1 shows the nominal rate of growth of the US economy since the 1960s and the 10 year Treasury yield. The relationship is quite clear. The 10 year rate can diverge from nominal economic growth in the short run. Over the long run however, they will tend to converge. To support the point, since 1962, the average level of the 10 year Treasury yield has been 6.25% while the average rate of nominal growth has been 6.57%. This is a remarkable alignment over such a long period (almost 60 years), especially when one considers that the 10 year bond yield has fluctuated between 1% and 16% in this time.
Chart 1: The US long term interest rate and nominal growth
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)
Source: Warren Hogan, BEA, Federal Reserve
… plus a little bit of QE
More recently, the relationship between nominal economic growth and the 10 year bond yield has been complicated by Quantitative Easing. For the first time since the 1970s, bonds yield have been persistently below the nominal growth rate in the US. That is to be expected given that the whole objective of QE is to put downward pressure on long term interest rates once the short term interest rate reaches the zero boundary.
It is clear from Chart 2 that QE has ‘dragged’ the 10 year bond yield to a level lower than otherwise would have been the case:
- In the two economic expansions prior to the GFC (1992-2000 & 2001-2007), the nominal growth rate averaged 5.47% and the 10 year bond yield averaged 5.43%, precisely as expected nominal growth and term rates aligned
- In the current economic expansion (since 2010), the average nominal growth rate has been 3.67% while the 10 year bond yield has fallen, on average, to 2.35%
Chart 2: The impact of QE on nominal growth and long term interest rates
![](data:image/png;base64,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)
Source: Warren Hogan, BEA, Federal Reserve
This simple framework allows us to say with some confidence that QE has been and is still keeping long term interest rates below a ‘normal’ level. Normal defined as the historical tendency for 10 year rates to converge towards the nominal rate of growth of the economy over the course of the economic cycle.
This makes the current conundrum all the more remarkable
Over the past seven years, the 10 year Treasury yield has, on average, been approximately 130bps lower than what the analysis above would regard as ‘normal’. In this environment, one could be mistaken for thinking that investors would be very sensitive to any tightening of monetary conditions. Indeed, the mere talk of ‘normalisation’ could spark a significant sell off in bond markets.
When QE was implemented the market reaction was swift. In each of the three episodes of QE (marked in Chart 2), the yield on government bonds declined ahead of the actual purchases of bonds. Once the Fed purchase programs got underway, the bond yield stabilised at the new lower level or even rose a little bit.
When introducing QE, the markets were extremely forward looking. But in the current episode of QE withdrawal, the markets are not forward looking; if anything they are disbelieving.
There have certainly been numerous commentators and analysts who have warned of a bond market bubble and the risk of a disorderly adjustment in debt markets on any turn in the Fed’s monetary policy cycle. The market volatility known as the ‘taper tantrum’ was in response to then Fed Chair Bernanke’s suggestion that QEIII would soon come to an end.
So why in late 2017, is the market confounding everyone by holding term bond yields so stable in the face of both a rising funds rate and the rundown of Fed holdings of bonds? Here are some possible explanations:
- Markets don’t believe the Fed or at least don’t believe they can follow through with their plans for monetary policy. In this view, the economy will soon weaken in response to tighter monetary policy. This will halt the current cycle of rate hikes (and even force rate cuts again) while QE unwind will be put on hold. This view can also be framed as the market expects nominal growth to be much lower over the next 10 years compared to the recent past.
- In a world of low inflation and high demand for long term yield, the way the FOMC executed QEI through III meant that markets had to ‘get ahead’ of the Fed. Specifically, the Fed bond purchases were in the secondary market. Market makers and investors rushed to own the bonds that the Fed would eventually buy from them. QE withdrawal will happen when a security matures, and the Fed does not reinvest the proceeds. In this process, there is no obvious trade for market participants to be short the bonds the Fed is letting go. They will just roll off and the US Treasury will issue a new, presumably longer term security.
I have much more sympathy for the second perspective. It explains how the markets have reacted to QE in the past and more importantly, implies a gradual response to QE withdrawal as the supply/demand balance for long term debt changes.
US Monetary Policy in 2018 will maintain upward pressure on global bond yields
The Fed is set on a path of interest rate normalisation. The FOMC’s ‘dot plot’ is projecting a funds rate of around 2.5% to 3% by 2020 which includes another 1% of rate hikes by the end of 2018.
We should believe the Fed on this. Only a disruption to the US economic expansion will meaningfully change this course for short term interest rates.
The wind down of the Fed’s balance sheet will really start to impact in 2018. The withdrawal of QE was only announced in September this year. The Fed’s balance sheet is currently just under USD4.5trn. Approximately USD2.5trn of this is in Treasury securities of which USD1.4trn is maturing in less than five years.
Once in full swing, the Fed will allow up to USD50bn a month of securities to leave the market, that is, approximately USD600bn a year. If the FOMC stick with the current plans, then the ‘normalisation’ of the Fed’s balance sheet will be almost one third complete in the next few years.
There have been numerous attempts to quantify the impact of QE on long rates by central banks and private financial institutions as well as academics and think tanks.
My assessment is that the order of magnitude of the impact of removing QE is in line with the nominal growth framework put forward above. This means that QE withdrawal alone should push the US 10 year Treasury security up by about 1% over the next few years.
The US 10 year Treasury yield can reach 3.50% in this cycle
To get the US 10 year yield back up to 3.5% in the next 12-18 months requires three supporting propositions.
- The US economic expansion continues generating nominal economic growth of around 3.75%, which is precisely what it has averaged in the past seven years (Figure 2).
- The downside risk to this projection is a major disruption to the economy, most likely from geo political conflict but potentially due to a new financial crisis - the seeds of which have been sown by super easy monetary policies since the crisis.
- The upside risk is that the expansion gains real traction, most likely through a broad based housing construction upswing and nominal economic growth is stronger and more persistent than the central case.
The risk tilt is 2 to 1, that is, I believe the upside risk is twice as likely as the downside risk on a 12-18 month horizon. The Fed continues to increase the funds rate as projected by the current FOMC ‘dot plot’. This will take the funds rate above 2% in 2018 and near 3% in 2019.
QE withdrawal occurs as flagged. The Fed’s balance sheet falls below USD4trn in 2018 and is on track for full ‘normalisation’ within 10 years.
Global yields will be impacted
While policy normalisation will be much slower in the other major central banks, specifically the Bank of Japan (BoJ) and the European Central Bank (ECB), the US yield push higher will ‘re-set’ the base for global markets. All long term bond yields will be dragged higher, even if many markets see yields move below those in the US. As long as the global economy continues to expand and inflation remains stable or even moves a bit higher, the policy actions of the US Federal Reserve should ensure a modest rise in global long term interest rates over the course of 2018.
In the final article of this three part series I will bring together these global perspectives with the outlook for Australian short term interest rates from article 1 to assess prospects for Australian bond yields in 2018.