In his press conference last week, Fed chairman Jerome Powell was very clear. Based on the FOMC’s two objectives
– inflation and maximum employment – the data warrant to start hiking interest rates in March and, probably, to move swiftly thereafter. In doing so, it will be “led by the incoming data and the evolving outlook”. This data-dependency reflects a concern of tightening too much and makes monetary policy harder to predict. The faster the Fed tightens, the higher the likelihood of having it take a pause to see how the economy reacts.
14.3% versus 0.25%. More than any other metric, the gap between these numbers shows that US monetary policy is due for a fundamental change. The former refers to the increase, at an annual rate, of US nominal GDP in the fourth quarter of 2021. The latter is the upper limit of the current target range for the federal funds rate.
Admittedly, nominal GDP growth is a poor basis for assessing the stance of monetary policy. However, the number and its decomposition – real growth at 6.9% at an annual rate and inflation, based on the GDP deflator, at 6.9% – reflect the cyclical strength of the US economy but also the fact that inflation has become unacceptably high.
The pace of price increases not only weighs on household confidence because it erodes their purchasing power but it has also become a political topic and may influence the midterm elections on 8 November this year. In his press conference after the FOMC meeting last week, Jerome Powell was extremely clear. “In light of the remarkable progress we have seen in the labor market and inflation that is well above our 2 percent longer-run goal, the economy no longer needs sustained high levels of monetary policy support.”1 In plain English, this means that the federal funds rate will be increased, starting with the March meeting of the FOMC.2
Moreover, to reinforce the hawkish message, the Fed chairman insisted that the economy and the labour market are much stronger and inflation much higher than at the start of the previous rate hike cycle in 2015. “These differences are likely to have important implications for the appropriate pace of policy adjustments.” This means a faster pace of rate increases and/or increases of 50bp3. In scaling back the degree of accommodation of monetary policy, the run-off of the balance sheet (quantitative tightening, QT) will only play a secondary role.
2-YEAR AND 10-YEAR US TREASURY YIELDThe FOMC sees “the target rate for the federal funds rate as its primary means of adjusting the stance of monetary policy”, whereby the balance sheet would decline in a predictable manner. This reflects the view that the consequences of rate hikes are easier to estimate compared to those of QT. Unsurprisingly, bond yields jumped (chart 1) with the 2-year yield rising slightly more than the 10-year yield, equity markets declined – the more rate-sensitive Nasdaq more than the S&P500 (chart 2) – and the dollar strengthened (chart 3).
EQUITY MARKETS: S&P500 AND NASDAQYet, despite the clear message that rates will be increased and that in all likelihood hikes will follow each other in a swift succession, the monetary policy outlook is surrounded by a high degree of uncertainty, about the pace of rate hikes and the cyclical peak of the federal funds rate. This is nothing new. At the start of a tightening cycle, the same questions are asked time and again.
However, today’s inflation is partly caused by supply disruption and this complicates the analysis. Supply bottlenecks should be temporary as production picks up and the logistical problems in supply chains ease. This should reduce inflationary pressures. Moreover, high inflation originating in the supply side of the economy should weigh on demand thereby reducing the imbalance between demand and supply4.
EUR/USDIn addition and as emphasized by J. Powell, demand growth should also be influenced by a significantly smaller impulse coming from fiscal policy. On the other hand, elevated inflation has become broad-based5 and wage growth is accelerating due to persistent labour shortages. This should push prices higher: faced with strong demand, companies will find it easier to charge higher prices when wage and non-wage costs increase. This justifies the need for policy tightening, something that the labour market should be able to cope with, at least initially. “I think there’s quite a bit of room to raise interest rates without threatening the labor market. This is, by so many measures, a historically tight labor market, record levels”.6
To conclude, the FOMC is of the view that, based on its two objectives – inflation and maximum employment – the data warrant to start hiking interest rates in March and to move swiftly thereafter. In doing so, it will be “led by the incoming data and the evolving outlook”. This data-dependency reflects a concern of tightening too much and makes monetary policy harder to predict. The faster the Fed tightens, the higher the likelihood of taking a pause to see how the economy reacts.
![](data:image/png;base64,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)