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Research & methods · Field Note 0005 · Oct 2026 · 6 min · KWL Research

We rebuilt nine quarters of Europe on one engine. Europe moved more than we said.

Two years ago this reconstruction reported stability. Rebuilt on the measures Cadence publishes now, a third of the quarter-to-quarter transitions are changes. The method held; the finding did not, and the two counts are not comparable.

Nine quarters, reconstructed
11markets
9quarters rebuilt
88possible transitions
34that are changes

The problem

Most claims that a market has shifted cannot survive one question: shifted from what, measured how? A read taken this quarter on one method and last year on another is not a comparison.

It is two anecdotes.

So before we publish a single move, we rebuild the history. Every quarter back to mid-2024, eleven markets, on the same engine that writes today’s reports.

The method

Each market is placed on two measures from the same harmonised survey, each read against that market’s own long-run average rather than against its neighbours: how confident households are, and whether they still intend to make a large purchase. Comparing a market to itself is what makes nine quarters comparable at all — a structurally cautious market is not a deteriorating one.

How the reconstruction works
Rebuild every quarter 9 quarters, 11 markets, back to mid-2024
On one engine the same two axes, the same normalisation, nine cut-off dates
Against its own history each market measured on its own long-run mean
Keep the continuous scores the gaps, not just the quadrant name

Keeping the scores underneath the label is the part that matters. A market can drift a long way inside one quadrant without the name changing, and it can cross a boundary on a movement that is barely there.

What the rebuild shows

Across eleven markets and nine quarters there are 88 possible quarter-to-quarter transitions. Thirty-four of them are changes of position, and seventeen of those held for at least one further quarter rather than flipping straight back.

Quarter-to-quarter transitions, nine quarters
Possible 88
Changes 34
Held at least one more quarter 17

That is not the stability this piece originally reported, and the honest reason is that the measurement changed rather than Europe. The earlier count of six rested on four mood-derived clusters that no longer exist. Two numbers produced by two different definitions are not a before and an after.

The method survived the rewrite. The finding did not, and saying so is cheaper than defending it.

Where the movement actually is

It is not evenly spread. Italy and Poland have held one position for all nine quarters. The Netherlands has changed six times, France and Sweden five each. Read each row across and the difference between a stable market and a restless one is visible without a single figure.

Eleven markets, nine quarters, one engine
’24 Q3’24 Q4’25 Q1’25 Q2’25 Q3’25 Q4’26 Q1’26 Q2’26 Q3 Austria BP·DBP·DBP·HBP·DBP·DBP·DBP·DBP·DBP·D Belgium AP·HBP·DBP·DBP·DAP·HBP·HBP·DBP·DBP·D France AP·HBP·DBP·HBP·DBP·DBP·DBP·DBP·HBP·D Germany BP·DBP·DBP·DBP·DBP·HBP·DBP·DBP·DBP·D Ireland AP·HAP·HBP·HBP·HBP·HBP·HBP·DBP·DBP·H Italy BP·HBP·HBP·HBP·HBP·HBP·HBP·HBP·HBP·H Netherlands AP·HBP·HBP·DBP·HBP·HAP·HBP·HBP·DBP·D Poland AP·HAP·HAP·HAP·HAP·HAP·HAP·HAP·HAP·H Portugal AP·HAP·HAP·HAP·HAP·DAP·HBP·DBP·HBP·H Spain AP·HAP·HAP·HBP·HAP·HAP·HBP·HBP·HBP·H Sweden AP·HAP·HBP·DBP·DAP·DAP·HAP·HAP·DAP·H
Below par, deferringBelow par, holdingAt par, holdingAt par, deferring

Three markets changed position in the most recent quarter: Ireland and Sweden into holding, France out of it. The other eight held where they were.

Why it matters

A single quarter cannot tell you whether a market is where it usually sits or somewhere it has just arrived. France reads below par and deferring this quarter, and so does Germany — but France moved there and Germany has been there almost the whole way. The reconstruction is the only thing on this page that can separate the two.

What this does not establish

Both axes are stated measures from the same survey: this is a reconstruction of what households reported, not of what they bought. A position is a description of where a market sits against its own history, not a type the market belongs to, and a market changing position is not evidence of what caused it.

Method and sources

Sources
MeasureSource
Confidence and big-ticket intentEurostat consumer survey, each against the market’s own long-run mean
ReconstructionNine cut-off dates, one engine, eleven markets

A read, not a forecast. The reconstruction describes what moved and when. It does not predict the next move, and the predictive version of that claim is one we tested five times and could not support.