The latest inflation data from the major developed economies have helped fuel the decline in bond yields and reinforced the conviction that the first policy rate cuts will take place in the first half of 2024 in the US, the euro area and the UK.
Harmonised inflation in the eurozone fell from 2.9% y/y in October to 2.4% in November. While this decline remains fuelled by greater energy deflation, the rise in industrial goods prices (excluding energy) and services is also slowing. Indeed, disinflation is tending to become more widespread: the share of CPI components with inflation above 4% now represents only about half of the total (51.3% to be precise), the lowest level since March 2022. The most significant decelerations in inflation came from Italy (-1.1 percentage points to 0.8%), Germany (-1.3 pp to 3.0%) and Finland (-1.6 pp to 0.8%). France recorded a smaller decline (from -0.7 pp to 3.8%), as did Spain (-0.3 pp to 3.2%). In addition, inflation differentials are narrowing across Member States (see chart of the month). The ECB will also take note of the decline in alternative inflation measures - in particular the weighted median fell back below 3% – and the stabilisation of households' long-term inflation expectations.
The decline in inflation in the United States was less significant than in the Eurozone, mainly due to the greater weight of the shelter component (+6.7% y/y in October), as well as a less negative contribution from energy. The ISM price paid indexes, for both manufacturing and services, have stabilised at pre-Covid levels, and are sending rather positive signals about further disinflation. However, household inflation expectations are surprisingly moving in the opposite direction: according to the University of Michigan survey, one-year and five-year expectations are rising again, the later reaching its highest level since 2011.
In Japan, headline inflation rose by +0.3 pp to 3.3% y/y in October, while core inflation (excluding fresh food and energy) fell by -0.4 pp to 4.5%. Gas and electricity prices rose sharply month-on-month in October, due to the reduction in energy subsidies at the end of September. Inflation in services accelerated very slightly, supported by significant price increases in hotel charges (+42.7% y/y in October). The breakeven inflation rate has continued to rise towards 2%, while predictions from professional forecasters for next year (fiscal year 2024) have crossed this level.
In the United Kingdom, disinflation is finally gaining traction, with a decline from 6.4% in September to 4.7% in October. A few days before the Bank of England's last meeting of 2023, due on December 14th, these data are likely to bring some members who were in favour of a rate hike in November (3 out of the 9 MPC members) back into the group asking for a status quo. The slight month-on-month decline in the CPI in October (-0.2% m/m) was only the third in two years. However, price dynamics in services (+6.6% y/y) remain supported by rapid wage growth (+8.3% y/y in October).
Chart of the month: inflation differentials are narrowing in the euro area
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)
In addition to the sharp decline in inflation in the euro area, the ECB will be relieved to note that the inflation gap between Member States is also narrowing. Measured as a standard deviation, the dispersion index fell again in November, after a slight rebound in the previous month. Croatia and Slovakia were the only Eurozone countries with headline inflation rates above 5% in November. This phenomenon is expected in a phase of disinflation that is still largely driven by energy prices. A lower dispersion can also be observed on the core measure, but to a lesser extent at this juncture. An alternative measure of the gap between the highest and lowest inflation rate among euro area countries – also shown in this chart – remains above the level observed last August. From a longer-term perspective, the current level of dispersion remains high compared to the 2010s.
The countries that have seen the sharpest disinflation are, unsurprisingly, those that have been among the hardest hit by the energy crisis: the Baltic countries (Lithuania, Estonia, Latvia) and the Netherlands. Conversely, France is the euro area country where inflation variations in 2023 were the most contained.