Guest contributor, Craig Swanger contrasts the domestic economy with the US on interest rates, growth and inflation expectations
![underemployment underemployment](https://thewire.blob.core.windows.net/web/images/default-source/default-album/underemployment.png?sfvrsn=fca8b05a_0)
Australia’s latest CPI figures still show very weak inflation. Underlying inflation was up only 1.8%pa in 2017. It excludes volatile petrol and food prices, and is the key figure the RBA considers when looking at interest rates. Worse still, if we remove the impacts of artificially created inflation from government excises on petrol and tobacco, inflation is just 1.5%pa.
Australia’s inflation has been weak since 2015. This has certainly been driven by weak wage growth and while less certain, the impact of digital price competition.
Contrast between Australia and the US is growing
The picture in the United States is quite different. The US economy was recovering strongly from 2014 and has now received an enormous boost from the Trump Tax Plan. Repatriation of corporate cash being sheltered in lower tax environments, and lower tax rates for corporates and the upper income levels, have all lead to a boost in confidence at the very least. It would be reasonable to assume that much of this confidence will lead to increased spending and investment, and that certainly has been the evidence in recent weeks.
The charts below highlight the very different trajectories of the two economies. Inflation in the US has been around 0.5% lower than in Australia for more than 30 years. This is reflected in the two countries CPI targets: Australia’s target range is from 2.0% - 3.0%, averaging 2.5%pa; the US target is 2.0%pa.
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)
But in late 2015, Australian inflation fell while the US started to see an increase from its post-GFC low points. This cannot be explained by the costs of goods since we import most goods and with the falling AUD around that time, if anything, the price of goods should have been going up. Nor can it be explained by petrol prices that are excluded from “Underlying Inflation”.
Australia’s anaemic wage growth to blame
The explanation comes from wage growth. As we’ve forecasted for several years now, wage growth in Australia has continued to fall. The last data out in September 2017 showed the strongest rise for three years, but just for the one quarter, which was purely because of the rise in the minimum wage mandated by Fair Work Australia from 1 July 2017.
One quarter does not tell us anything useful. Figure 2 uses rolling two year data to take out these short term noises. The picture is a sobering reality check on the true state of the demand for labour in Australia compared to the US.
Both countries are celebrating low unemployment. But wage growth habitually uncovers the flaws in the unemployment rate, namely that it doesn’t measure how much employment is demanded by employers. It only measures how many people can’t find one hour of work per week. Wage growth is the result of demand growing faster than supply causing competition for increasingly scarce labour. If every person in the labour force could only find one hour of work each week, the unemployment rate would be 0%, yet there would be so much surplus supply of labour that wage growth would collapse.
Falling unemployment does not necessitate rising wages. Falling “underemployment” on the other hand will push up wages. And at the end of 2017, Australia still had very high underemployment at 14.3%, stuck at the same level for three years, hence the very weak wage growth. By contrast, underemployment in the US is back to the same level it was at the peak of the pre-GFC economic boom and still falling sharply.
Consumer spending and household debt
Australian consumer spending remains very weak. There were signs of a pickup in retail spending in November, but this was more thanks to heavy discounting on the Black Friday sales weekend, which brought forward spending that normally happens in December. Because prices were so discounted, sales might have been higher but profits were lower.
Consumer spending makes up 60% of the demand in the Australian economy. This means that it is critical for domestic economic growth that is excluding exports - for wage growth, for inflation, and therefore for future interest rates and equities returns. This type of increase in spending, which results in lower earnings, does very little for business investment or willingness to increase wages.
The consumer spending challenge for the Australian economy is only going to get worse if interest rates do rise. Australian household debt is at record levels. Due to high debt and low wage growth, discretionary income is under severe pressure, evidenced by the falling level of household savings.
Worse still, inflation for essential items like health, housing, utilities and education are rising at a much faster pace (2.6%pa) than discretionary items like clothing, furniture and electronics (1.0%pa). So, discretionary spending is being severely squeezed from both ends.
The “Amazon Effect”
The digital economy continues to put downward pressure on inflation. While the US inflation is now rising, it is only after some fairly extraordinary employment growth and economic stimulus. Inflation for goods mostly purchased online such as technology, clothing and entertainment have all been falling for several years now. As predicted in our article on the Amazon Inflation Index last year, the digital economy will continue to hold inflation down for as long as the level of online shopping rises, which will be at least another 10 to 15 years yet.
In Australia, the Amazon Effect has barely begun. Australia’s level of online shopping is still around two years behind that in the US. Amazon and Alibaba, the world’s largest two online retailers, only reached Australia in a meaningful way last year. As these online retailers start to change Australian consumer behaviours, domestic retailers will suffer lower and lower margins, putting retail sector employment under pressure. On the bright side, this pressure will see lower prices on a large range of goods that we have always paid more for compared to the rest of the world.
Conclusion and investment implications
Inflation in the US has without doubt started its long awaited rise. It is more muted than one would expect when employment growth is so high, but it has clearly moved higher in the past two years. With employment growth continuing at strong levels, underemployment at pre-recession lows and GDP growth expected to be very strong in the current period, there is little doubt that the US Federal Reserve will be increasing rates in 2018. And while the Fed will watch the reaction of the real economy and financial markets, it will likely increase rates by 75bps this year.
On the other hand, Australia’s inflation looks anaemic. For the first time in more than 20 years, our inflation has fallen below that of the US for an extended period. No doubt caused by wage growth, our fallen inflation underlies the truth about Australia’s domestic economy.
Excluding exports, we are running out of fuel for growth in the domestic economy. The RBA cannot increase rates without putting even more pressure on the weakest part of the economy – the household sector. Ironically, now that housing prices are weakening, households will be even more sensitive to rising rates.
The only proactive plan for the Australian economy is to leave rates on hold. Let increasing rates in the US and to a lesser extent, in Europe, push down the Australian dollar, and allow a lower dollar improve the prospects for the tourism, education and other exportable service sectors, along with agriculture and mining investment. With all of those sectors by a lower dollar, wages may start to move again, and only then can the RBA consider raising rates.
Until that time, Australian dollar longer term bonds may still rise in yield with other global bond yields, but they shouldn’t rise. However, we have seen several times in the past that global bond traders push all yields higher when markets are moving quickly (as they are now), and then in the wash up, the fundamentals of the underlying economies realign weaker countries, like Australia at the moment – down again. And as we predicted in 2016, this will likely very soon result in Australian 10 year bond yields falling below US 10 year yields, a rare and ominous sign for the Australian economy.