It’s been two lengthy weeks since we final wrote in regards to the Workplace for Nationwide Statistics.
Fortunately, the stats gang have achieved some posting of their very own within the meantime, providing an replace on efforts to combine groceries scanner information into Britain’s inflation figures.
Should you’ve been dwelling below a rock and missed out on this main information, the ONS has been attempting — for a while — to impute costs gathered from scanners with a view to observe a whole lot of costs, slightly than their conventional system of observing much less of a whole lot of costs.
The opposite good thing about such a system is that it helps statisticians higher perceive the completely different portions of comparable merchandise being purchased, permitting them to weight gadgets extra appropriately throughout the general index calculation.
The opposite, different profit is that this: scanner information would take note of costs truly paid, slightly than the present system of monitoring listed.
To grasp why this issues, contemplate the Tesco Clubcard. As we not too long ago famous, Britain’s greatest grocery store chain is an enormous deal on the subject of nationwide statistics. And as any common Tesco shopper is aware of, having its loyalty card — the Clubcard — is kind of compulsory to unlock its finest gives (caveats).
In accordance with Kantar, Tesco at the moment has a 27.8 per cent share of the UK’s grocery market. In accordance with Tesco, Clubcard gross sales penetration within the UK is 84 per cent. Ergo, slightly below 1 / 4 of all UK grocery spending is completed at Clubcard costs, and people costs are massively essential if you wish to measure the actual charge of inflation.
However the ONS ignores Clubcard costs. Right here’s an extract from its Client Costs Indices Technical handbook, the inflation bible:
Discounted and subsidised costs are solely recorded if accessible to anybody with no situations of sale, in any other case the non-discounted or unsubsidised value is recorded. Money-off coupons and loyalty playing cards are excluded.
The logic right here makes some sense. Because the ONS places its elsewhere, “our basic collection practice is to only consider discounts if they are available to all”. And naturally Clubcard costs are solely accessible to the nice many individuals who be a part of that membership (mainly buying and selling their information for reductions).
However by way of capturing inflation by way of the change in how a lot individuals are truly paying for items, it’s a large number.
The ONS was requested about this in a freedom of knowledge request summer time earlier than final. In response, they mentioned:
[At] the top of 2022 we began gathering loyalty card costs alongside the costs used for reside manufacturing of our shopper value statistics. We not too long ago used this information to conduct an off-the-cuff (inner) evaluation to evaluate the impact loyalty card reductions would have on our inflation measures in the event that they have been included. This train didn’t produce proof {that a} hypothetical index created through the use of the low cost costs could be materially completely different to revealed CPI on the headline or divisional degree.
Briefly, they discovered Clubcard costs don’t matter.
The scanner information was imagined to be launched in March this 12 months, however that is the ONS we’re speaking about, so as a result of causes they’re now scheduled to land in March subsequent 12 months.
The ONS supplied some preliminary indications of the change’s impression in January (written up by Chris Giles right here). And this morning, it supplied somewhat extra.
We have now produced indicative estimates of the impression of introducing groceries scanner information into UK shopper value statistics; estimates are topic to alter following additional high quality assurance.
So says “Transformation of UK consumer price statistics, groceries scanner data analysis: April 2025”. It provides:
The common indicative change to the Client Costs Index (CPI) annual charge from the introduction of groceries scanner information between January 2019 and June 2024 was unfavourable 0.04 proportion factors; this already adjusts for the adjustments we launched in February 2025.
Now, 0.04 proportion factors doesn’t appear to be a lot. And, positive, typically the distinction appears to have been fairly small general throughout that interval.
However now we have to take problem with this.
Firstly, displaying an absolute change over an extended time frame appears certain to supply a reasonably small quantity, given you would possibly count on changes to happen in each instructions. Additionally, a 2019–2024 window barely dilutes the entire intense inflation wave (with its bizarre dynamics) we had in the midst of the interval studied.
Secondly — because the ONS information reveals however doesn’t actually dwell upon — even when the general common change is small, a few of the adjustments have been fairly huge.
Right here’s a chart from the ONS launch:

The model of their article is responsive, so it’s not exhausting to see the exact information on-site, however to us this nonetheless qualifies as an authorized Axis of Evil™. By displaying the 2 compounded 12-month charges (the strains) on the identical axis because the unfold between them (the columns), you make these columns look small.
And as one other chart additional down the article reveals, these columns should really feel huge:

Headline CPI would have been 1 / 4 of a proportion level decrease in March 2024 utilizing this information. Let’s forged our minds again to how mainFT lined that month’s CPI determine on the time:
Client costs rose at an annual charge of three.2 per cent in March, down from 3.4 per cent in February, the Workplace for Nationwide Statistics mentioned on Wednesday. The determine was barely greater than the three.1 per cent forecast by economists polled by Reuters and the Financial institution of England and above the BoE’s 2 per cent goal.
Merchants in swaps markets at the moment are betting that the BoE will start decreasing its benchmark charge from a 16-year excessive of 5.25 per cent in both September or November, having absolutely priced in a minimize for September earlier than the ONS launch.
With its “improved methods”, the ONS now thinks the year-on-year change in CPI that March was 3.1 per cent. Alter for the scanners, and that turns into 2.8 per cent — 0.4pp under the originally-reported determine.
That’s an enormous swing! It is a huge deal! It’s clearly materially completely different*, and — assuming it’s truly more true to the truth of inflation — it stays materially important that the ONS is taking so lengthy to get this improved methodology in place.
As FTAV Friday charts quiz T-shirt proprietor Gregory Boggis factors out on X:
£2.8tr nationwide debt, 1 / 4 inflation linked, overstating inflation by 20bps prices £1.4bn (not making an allowance for public pay settlements) or in regards to the financial savings from the winter gas allowance.https://t.co/kHrFbAWTDI
— Gregory Boggis (@Gregoryboggis) April 29, 2025
Let’s simply be glad the UK by no means makes main spending selections primarily based on a number of billion kilos of fiscal swing.
* OK, OK, clearly it wouldn’t have mattered as a result of markets are completely environment friendly and subsequently have already priced in any and all errors that may happen within the ONS’s CPI calculations.