Focus on alternative measures of Eurozone inflation
Whilst euro area August inflation figures warned of the slowness of disinflation, September data (Eurostat’s preliminary estimates) point to an acceleration and an amplification of disinflation.
Headline and core inflations fell by almost one percentage point year-on-year. Besides, the decline is driven by the four main HICP items (harmonized index of consumer prices): manufactured goods (contribution down -0.1 percentage points), services (-0.3), food (-0.2) and energy (-0.1). Headline and core inflation remain high (4.3% and 4.5% y/y respectively) but their fall is becoming more visible.
The decline in the various alternative measures of inflation (less volatile and more trend-informative measures of inflation), the main ones being shown in the graph, strengthens the encouraging global picture. The decrease in the persistent and common component of inflation (PCCI) is the most marked (this measure of inflation is the only one below 3%, since June 2023) and the earliest (the indicator turned downward in early 2022). This is a strong disinflationary signal of the diminishing persistence of inflation and its commonality across euro area countries and HICP items.
![](data:image/png;base64,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)
The so-called “supercore” measure goes beyond a purely statistical analysis, excluding the most volatile components of inflation: it makes an explicit link to macroeconomic conditions. Indeed, the “supercore” index is based on the core components of the HICP deemed sensitive to slack (as measured by the output gap). The fall of this measure has begun, but so far it is more moderate than that of other alternative measures of inflation.
The inflation measures based on median and trimmed means (10%)[1] are closer to the headline print: they rose significantly higher than the other alternative measures of inflation and have fallen more sharply since their peak in October 2022 (by, respectively, -2 and -3.3 points, and -6.3 points for headline inflation).
In addition to these encouraging developments in inflation and its alternative measures, first signs of moderation in wage growth are visible too. According to the monthly wage tracker developed by the Central Bank of Ireland, wage growth fell to below 4% y/y in August (3.9%), from a high of 5.3% in September 2022.
The other key points:
• In the United States, core inflation dropped again in August, as did the pace of wage growth: both were at 4.3% y/y. The fall in services inflation continued (to 5.3% y/y), led by a more significant decrease in medical care prices (-2.1%y/y) and gas prices (-16.5%). Conversely motor vehicle insurance prices rose more strongly (19.1% y/y). The shelter component, which is included in services and accounts for one-third of the CPI, continued to ease but inflation here remains high (7.3% y/y). The University of Michigan indices are also showing a downward shift in household expectations of inflation in 1 year towards 5-years expectations. Both measures are now at around 3%, which is very close to the estimates in professional forecasters’ surveys.
• In the eurozone, headline inflation has fallen slightly below core inflation since July. All alternative measures of inflation are falling, with the biggest fall recorded by the PCCI, below 3%now. Large inflation differentials between member states remain: while The Netherlands saw slight deflation in September (-0.3% y/y), Slovakia is still posting figures close to 9% (8.9%). Among the four biggest economies, there were slight rises in Spain (3.2%) and Italy (5.7%), whilst inflation fell slightly in France (5.6%) and more significantly in Germany (4.3%). Wage settlements in the eurozone are likely to catch up with inflation in the third quarter, which will support household purchasing power but reduce the pace of disinflation.
• The situation in the United Kingdom remains the most worrying, but the latest developments have been relatively positive. Headline inflation fell by 0.3 points in August, to 6.3% y/y, and the short-term momentum measure (3m/3m) suggests a bigger fall over the autumn. The core measure (6.2% y/y) is also likely to drop more significantly over the fourth quarter. However, inflation as measured by the Retail Price Index (RPI) is stronger than the CPI measure, due mainly to higher mortgage interest payments (+60.3% y/y) which are not included in the latter. Although the Bank of England voted by a narrow majority (five votes to four) to leave interest rates unchanged in September, falling inflation over the coming months is likely to strengthen the case for the status quo.
• In Japan, the new inflationary context is leading to a recalibration in market expectations: the inflation breakeven rate rose above 1.5% in September. This is the first time in ten years that the breakeven rate has risen above this threshold. The alternative inflation measures scrutinised by the BoJ are still rising, while more than 40% of the CPI basket is now showing annual price increases above 2%. The sharp depreciation of the yen in 2023 will generate more imported inflation. These trends are pushing JGB yields upwards, particularly the 10-year rate, which is now approaching the 0.8% threshold and thus closing in on the BoJ’s intervention ceiling, which is currently 1%.