The “Trump rally” over the past two weeks has highlighted the irrational behaviour of equity markets compared to bond markets, meaning investors can no longer grab the bull by the horns
Bond markets have responded to Trump’s inflationary policies in a rational way – by increasing rates sharply on the expectation of higher inflation from fiscal stimulus and trade policies. Bond markets have had their sharpest fall in price since 2001, losing around 4.1% since the election.
Trump’s inflationary policies has impacted bond markets – with the Bloomberg Barclays Global Aggregate Bond Index’s sharpest fall in price since 2001, losing around 4.1% since he was elected. However the very same policies should create far more concern for equity investors. Likely losers include: heavy importers such as Ford and Apple, or businesses that are reliant on trade such as FedEx or shipping companies, and utility stocks that are highly leveraged, which should face higher costs from Trump’s expected policies and higher interest rates.
Yet equity markets continue to push upward. Importers, utilities and companies with little to gain from Trump’s policies are being dragged higher by the Trump rally. This is not on the back of rising earnings, but on the expectation of rising earnings from Trump’s spending policies.
The problem is equity valuations were already at historic peaks
As we have been reporting in the Smart Income seminars and annual guides, US equity prices have been inflated well beyond historic norms by years of cheap debt. As shown in Figure 1, the US market was already at valuation levels only seen previously in 1929, 1999 and 2007 – but it has shot higher in the past two weeks.
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)
Source: FIIG Securities
The average cyclically adjusted price to earnings (CAPE) ratio since 1885 has been 16.7x. In the post WWII period, it was been 18.6x. The current CAPE ratio is 27.1x. As the CAPE ratio takes into account inflation and bond yields, even the best arguments for why “it is different this time” can only justify ratios of 22x – the average ratio since the death of inflation in the early 1980s. This means that US equities are between 19% overvalued if 22x is “fair value” and 39% overvalued using the long term average at present.
To simplify the argument for getting defensive, let’s use the post WWII ratio 18.6x as “fair value”. That level suggests US equities are 31% overvalued. This means that either share prices need to fall by an average of 31%, or earnings need to climb by 45% – the increase in earnings required to reduce the price/earnings ratio by 31%.
US company real earnings have fallen by 19% in the past two years and are lower now than they were ten years ago. Earnings growth was achieved through cost cutting post GFC, but revenue growth has been very slow, down 15% in real terms in the past ten years, and 4.5% in the past two years.
To believe that current equity valuations are justified, you need to believe that revenue growth will suddenly pick up, on average, by more than enough to cover the increase in costs that will come from inflationary pressure.
It is not a case of them rising enough to justify the recent Trump rally – revenues need to climb enough to justify the already high valuation levels and the Trump rally too.
Get defensive
If you are in the strong equity bulls camp, the below should probably be ignored. But even if you are slightly wary about the level of valuations and euphoria in equity markets at present, you need to consider how to position your portfolio to hedge against the risks of sudden drop in valuations. Here are the top five defensive strategies posted by us over the past few years, in order of what we think is more relevant today.
Top five defensive strategies in the new economy
- Prepare for a bumpy ride thanks to protectionist politics and the related shift to fiscal stimulus
Trump’s fiscal stimulus approach and his anti trade stance will probably strengthen in the US economy in the next few years, but at the cost of the global economy. The EU and Japan have not yet successfully stimulated their economies despite massive quantitative easing (QE) stimulus programs, and they certainly cannot cope with lower demand from US imports right now. China has stimulated its economy with debt, so it too cannot cope with much lower demand from the US despite being better positioned than Europe and Japan. This divergence in fortunes will impact currency markets and bond markets. We will see US rates pulling away from EU, Japanese and other global rates, pushing the USD up – causing more volatility as markets try to guess what a higher USD will do to US rates beyond that. We must consider the increasingly likely global switch from monetary to fiscal stimulus, and protectionist trade policies. First Brexit then Trump, but the next wave could be even more destabilising. Europe enters an election cycle over the next 12 months that is likely to see all parties shift toward anti trade, anti immigration, anti austerity policies, inspired by Brexit and Trump. Such moves will create uncertainty and increased volatility for financial markets.
Strategy – derisk your whole portfolio; reduce European exposures; increase US exposures
- Deflate your overall portfolio
Bubbles or not, valuation levels on US equities and global sovereign bonds exceed historic norms on many valuations. Sovereign bonds have fallen in price recently, but only to what could be considered moderate value. US equities on the other hand continue to inflate, without earnings evidence.
Strategy – reduce US equities relative to other countries; switch higher risk equities for corporate bonds
- Deflate your equities portfolio
When the tide goes out we find out who is wearing pants and who isn’t, or so goes the old expression. In investment markets this means when markets correct, companies valued on hype rather than substance will fall the hardest. In the GFC, high dividend payout ratio stocks, such as property and infrastructure stocks, fell by 70% or more. While major banks fell by 50%, they recovered as they had earnings substance. Since then, dividend payout ratios have risen across the whole market, creating new risks for investors chasing yield. Dividends have already started to fall globally and in Australia – so high dividend stocks with earnings risk in an economic downturn will be harshly treated in a correction.
Strategy – reduce high dividend payout ratio equities and switch to corporate bonds
- Reduce exposure to the global economic cycle
Trump may be good for the US economy, at least in the short term, but the upside for the global economy is limited. This has yet to be priced into global equity markets and in particular Australia’s market. Commodity prices remain inflated following Trump’s win on the basis of his infrastructure promises, yet US imports source very little of its commodities from Australia, and Trump’s anti Chinese steel stance creates far more downside for our commodity prices than infrastructure projects. He has also promised to open up more oil exploration sites, meaning lower oil prices in the medium term.
Strategy – reduce exposure to growth assets, particularly resource equities, the AUD and high valuation equities
- Hedge against China slowdown
Our ‘base case’ for China remains an assumption that they safely navigate their economic slowdown without a hard landing. But the risks of a hard landing are certainly heightened by Trump’s anti trade positions, particularly the pressure he intends to apply on the highly leveraged Chinese steel industry. Trump is very likely to soften his pre election stance, but with the extraordinary increase in Chinese corporate debt, mostly in the steel, coal and property sectors, any reduction in revenues for this sector risks a jump in defaults, and a knock on effect for the Chinese economy as a whole. A weaker China is clearly a poor outcome for Australia and even the perceptions of higher risks will likely push the AUD downwards.
Strategy – reduce China exposure by lowering AUD positions and lowering resource equity positions