Last month, esteemed economist Saul Eslake attended a gathering of about 25 current and former bank chief economists from around the world. Read about their consensus views and the potential damage of an all out trade war
![newyork newyork](https://thewire.blob.core.windows.net/web/images/default-source/default-album/newyork.png?sfvrsn=f0cfb15a_0)
Last month I attended, as I usually do in July each year, a gathering of about 25 current and former chief economists of banks from every inhabited continent around the world. It’s a conference which was first held in 1937, and has been held annually since 1969. Participants spend four days reviewing economic conditions in all of the world’s major regions, and discussing some of the key issues confronting economic policy makers, financial institutions and market participants over the past year and in the years ahead.
For the most part, the economists attending this year’s conference (which was held in New York) expected growth in the world’s major economies to be only slightly slower next year than this year (in which global growth will be faster than in any year since 2010), inflation to increase a little, and interest rates to go up gradually.
On average, the economists attending the conference expected the US Fed funds rate (currently 1¾-2%) to reach 3% by the end of next year, and to be 3-3¼% by the end of 2020; while they expected the European Central Bank’s deposit facility rate (currently -0.4%) to have become marginally positive by the end of next year, and to be at just under 0.5% by the end of 2020.
Most of the economists expected the US 10-year Treasury bond yield to continue drifting higher over the next 12 months, with the median forecast being 3¼% and five (of whom I was one) anticipating that it could reach 3¾% by the middle of next year. Only five forecasts for the 10-year bond yield had a ‘2’ handle on them.
By far the greatest concern among the economists attending this year’s conference was rising protectionism, particularly as a result of the ‘trade war’ unleashed by the Trump Administration.
Asked to list ‘the three greatest threats to the global economy over the next three years’, 22 of the 25 nominated ‘protectionism’; the next most-commonly cited concerns were ‘populism’, ‘geopolitics’, a ‘monetary policy mistake’, and ‘market volatility’, none of which garnered more than seven mentions. Asked specifically how serious a risk ‘protectionism’ was, 22 said ‘significant’ and the other three said ‘moderate’.
Some might say that such a perspective is unduly alarmist. After all, it could be argued, so far the US Administration has imposed (or foreshadowed) increased tariffs on imports worth about USD88bn annually (USD38bn of imports of steel and aluminium, and USD50bn of imports from China). That’s about 3½% of total US imports, or just under ½% of US GDP annually. Add in the retaliatory measures undertaken by other countries (mainly China, the European Union and Canada), and we’re talking about 0.4% of total world trade, or about 0.2% of world GDP.
However, the Trump Administration seems unlikely to stop at this point. It has threatened to impose tariffs of up to 25% on a further USD200bn of imports from China in response to what it calls China’s ‘illegal retaliation’ against the first tranche of tariff increases – which illustrates the potential for a rapid escalation of the ‘trade war’ now under way between the world’s two largest economies. And, separately, it has foreshadowed a 20% tariff on imports of motor vehicles and parts (worth almost USD200bn in 2017), on ‘national security’ grounds – which illustrates the way in which ‘security’ can be used as cover for otherwise indefensible policies, including in the area of trade.
Moreover, looking narrowly at the volume of trade, subject to tariffs, misses some of the ways in which trade-restricting measures adversely affect economic activity. A study by economists at the Banque de France (France's central bank) suggests that the economic losses arising from lower productivity (because imports will replace goods produced less efficiently and at higher prices by domestic firms), increased costs of capital, and lower levels of business investment (both as a result of increased risk and uncertainty) could exceed the direct losses attributable to increased tariffs (see chart).
Chart 1: Impact of tariff increases on global GDP
![](data:image/png;base64,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)
Source: Banque de France, 19 July 2018.
Prominent US economist and commentator Paul Krugman, who won the 2008 Nobel Prize in Economics for his work on international trade, calculates that a ‘serious’ trade war – one in which tariffs escalated into the 30-60% range – could lead to a 70% reduction in world trade, resulting in turn in a 2-3% decline in world GDP. That’s not as bad as the downturn induced by the global financial crisis a decade ago, but it’s still pretty serious.
Australia’s Productivity Commission, in a research paper published in July last year, suggests that an all-out ‘trade war’ would do less damage to the Australian economy than to many others.
That’s partly because, for all that we tell ourselves that we are a great ‘trading nation’, exports account for only about 22% of Australia’s GDP – a smaller proportion than for almost any other major economies apart from the US, Japan and India.
In addition, Australia’s mineral and energy exports (which account for about 45% of the total) are less likely to be subjected to other countries’ tariffs, because of their importance as inputs into other countries’ production processes.
Nonetheless, the Productivity Commission suggests that, in a scenario in which world-wide tariffs increased by an average of 15 percentage points (that is, rather less than the one envisaged by Paul Krugman), the value of Australia’s exports would fall by 15%, our GDP by about 1%, the ‘purchasing power’ of our national income by closer to 2%, and employment by about 100,000 (see Chart 2).
Chart 2: Impact of world wide 15 pc tariff increase on Australia and other countries
![](data:image/png;base64,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)
Source: Productivity Commission, July 2017
So economists are right to be concerned about the possibility of a ‘trade war’, particularly given the seriousness with which the Trump Administration appears to be pursuing one, and its apparent lack of understanding of (or disregard for) its consequences.
What’s more difficult to figure out is the likely consequences of a ‘trade war’ for interest rates. Since tariffs ‘work’ by raising prices, a ‘trade war’ is likely to lead, at least initially, to higher inflation – something which is already apparent in measures of ‘upstream’ inflation in the United States. In theory, should be reflected in higher market interest rates. And to the extent that central banks expected that the initial inflationary impact of increases in tariffs would be passed through into higher inflation more generally, they would likely bring forward or accelerate the increases in policy interest rates that they would have been contemplating in the absence of a ‘trade war’.
But central banks, and market participants, would no doubt also be mindful of the likely consequences of an all-out ‘trade war’ for economic activity, as sketched out in some of the modelling exercises referred to earlier. Hence, over the longer term, interest rates could well end up being lower as a result of a trade war than under a ‘business as usual’ scenario.
Perhaps the key point is that uncertainty over the direction of interest rates is simply yet another reason why, contrary to what President Trump appears to believe, there really are no ‘winners’ in a ‘trade war’.
Saul Eslake is an independent economist, speaker, company director and Vice-Chancellor’s Fellow at the University of Tasmania.