Who cares about inflation? Most of us actually like cheaper groceries and lower petrol prices. But low inflation may be the trigger for the RBA board to cut the cash rate. This note takes a deeper dive into the data to help us assess the potential for further cash rate cuts
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What actually drives inflation?
The inflation of any country is driven in part by local wages and imported inflation. Local wages will rise where local demand for labour is nearing or higher than local supply. Imported inflation, on the other hand, is driven by global labour markets and commodity prices. While this is a simplistic summary, 90% of inflation or more is driven by these two factors over any meaningful period of say two years or more.
For any economy then, the impact of global inflation depends on the goods and services it imports. For Australia, that’s heavy machinery, vehicles, chemicals, medical supplies and some refined commodity products like petrol and steel. These goods have prices set by global demand so when those prices rise (in AUD terms), we import inflation. On the other hand, the vast majority of our services are locally “produced”, and as such the majority of price rises are caused by wage inflation in Australia, not anywhere else in the world.
So the argument that Australian inflation will rise is based on expectations that either our imported global inflation will rise or local Australian wages will rise. Neither of these is supported by data at present, and in fact there are strong arguments to the contrary.
If others believe that Australian inflation will rise, then it is likely to cause the AUD and/or Australian interest rates to rise, creating a trading opportunity for investors with lower inflation expectations.
The global inflation argument
A popular argument for Australian CPI getting ready to rise is that US and UK inflation has recently risen. This is a deeply flawed argument as:
- UK inflation is hardly surprising, given the massive fall in the GBP and their reliance on imports for much of the CPI basket. This is not a sign of global inflation
- US inflation is wages driven. We looked at factors pushing up their CPI:
a. Services and housing drove 120% of their inflation last year. These are domestic factors, not global.
b. Imported goods or goods that the US makes. However, Australia imports such as cars, furnishings and clothing all fell in price in the US, suggesting deflationary pressure on Australia – not inflationary
Furthermore, Europe and Japan’s recent tiny increases in inflation are hardly signs of global inflation returning, when these economies are still being propped up by massive quantitative easing (QE) stimulus and record low interest rates. The slightest sign of a tapering of QE or rising in interest rates will severely dampen inflation.
Global inflation is still very weak. Imported goods from China, Japan, the US or Europe are still falling in price. This is caused by massive overcapacity in China and the US, which in turn was caused by overinvestment post GFC when central banks attempted to stimulate their economies with loose debt. China, in particular, is not afraid to export deflation. Saving a Trump win and even then reliant on a conservative Congress, any global action against China will be extremely slow so China represents downward pressure on “global” CPI. With the level of excess capacity in steel in particular, this cycle has years to last.
Australia needs local inflationary pressure via wages
Australian wage growth remains sluggish. The simple reason is that the demand for employment, as measured by the total number of hours demanded by employers, remains lower than population growth. The simple economics of having a labour pool growing faster than demand is that wages will not grow; employers simply don’t have to pay more for the next hour of employment they “buy”.
Demand for labour kept pace with population growth since the end of the mining investment boom until the start of 2015. Since then demand has flat lined, and is set to weaken further as the construction cycle likely stumbles in 2017 and 2018. Financial services and professional services also remain weak. That leaves government, education and tourism to apply enough pressure to push up wages – and therefore inflation.
But if the AUD rises, education and tourism face declining demand. This means that the pressure on the RBA to keep the AUD below 80c is higher than most people assume.
The data shows that Australian CPI is weak
The RBA looks at “core inflation” – specifically “trimmed mean”, which excludes volatile items like petrol and food prices. As per Figure 1 below, trimmed mean inflation is under 2% and low enough to suggest an ongoing easing bias. We expect to see one to two cuts in 2017. But, at current levels it is probably not weak enough to warrant the RBA spending one of its six remaining bullets.
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)
Figure 1
Source: FIIG Securities
Services CPI (driven by local wage growth) is weakening
Comparing “domestic CPI” vs “global CPI” in Australia, Figure 2 splits up goods and services, in both cases excluding volatile/one offs. Goods CPI has recovered from the 2012 lows caused by global deflation, but Services CPI is at its lowest point since the 1990s recession. We’ve used a two year rolling trend line to make the chart easier to read, but you can see the underlying data – the fainter lines – show the same story.
Goods versus services CPI
Figure 2
Source: FIIG Securities
Conclusion
Demand is not rising enough to create inflationary pressure in the domestic market, and the circumstances in the US and the UK are localised and irrelevant to our economy. What we need is for demand to rise, and that requires some sectors of the economy to experience an above average growth phase. Australia is running out of options and now needs exported services like education, tourism, financial services or professional services to fire, as well as the property sector to avoid a sharp downturn. That outcome is far more likely with a lower AUD and lower interest rates.
While the RBA might preserve their five or six remaining bullets, don’t underestimate the weight of the easing bias that sits on their shoulders as 2016 draws to a close.