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QuantiaQuantitative economics
Report QR-02 · Housing · 22 pages

The Affordability Gap

Why a decade of cheap credit did not make housing cheaper

Published 22 July 2025Reference QR-02Theme Housing and land
Glass and concrete tower against open sky

House prices have outrun incomes across the OECD since 2015. This report shows why the price series cannot identify the cause, applies the one test the credit cycle does offer, and sets out what the supply-side account has to carry as a result.

Key findings

  1. The OECD average price-to-income index reached 114.8 in 2024 against a 2015 base of 100, with Portugal, Canada and the Netherlands each above 130.
  2. A rising price-to-income ratio is equally consistent with a demand-side and a supply-side explanation. The price series alone cannot separate them.
  3. The credit cycle provides a test. Affordability deteriorated fastest during the cheapest decade of credit on record, which is the opposite of what the demand-side account predicts.
  4. Of the four leading supply constraints, only developer financing cost responds to monetary policy, and it is a modest share of delivered cost.
  5. Rent indices lead affordability stress because households priced out of ownership become rental demand. House price indices lag it.

Two distinct measurements

Affordability refers to at least two different things that behave differently and imply opposite policy. The first is a price series: what a dwelling costs relative to what a household earns. The second is a quantity series: how many dwellings exist relative to how many households need one. Most commentary uses the first and reasons as though it were the second.

Exhibit 1Prices have outrun incomes across the OECDPrice-to-income index, 2015 equals 100. The index is the nominal house price index divided by nominal disposable income per head.

Sources: OECD housing prices indicator; OECD Affordable Housing Database, indicator HM1.2; compiled by Statista. Portugal, Canada and the Netherlands each exceeded 130 index points in 2024. The upper bar marks that threshold, not their exact levels.

The price series is unambiguous. The OECD average price-to-income index reached 114.8 in 2024 against a 2015 base of 100, with Portugal, Canada and the Netherlands each above 130. House prices have grown materially faster than nominal disposable income per head for close to a decade, and advanced economies with mature housing markets saw stronger growth than emerging ones.

Why the price series cannot tell you what caused it

Exhibit 2The identification problemBoth explanations for a rising price-to-income ratio produce the same observable price series. Only the quantity data separates them.

Illustrative. Both paths are drawn to sit close to the observed OECD average trajectory. The point of the exhibit is that they are indistinguishable on price data alone, which is why the argument in this report rests on quantities and on the timing of the credit cycle.

A rising price-to-income ratio is consistent with two stories that call for opposite responses. Cheaper credit bidding for a broadly fixed stock raises the ratio. A constrained stock meeting stable demand raises the ratio. The observable price path is close to identical in both cases, which is why an argument conducted purely on price data cannot resolve.

If two hypotheses predict the same series, the series is not evidence. You have to find a variable on which they disagree.

Evidence from the credit cycle

There is one. Between roughly 2010 and 2022, policy rates across most advanced economies sat at or near their lowest levels in recorded history. Mortgage credit was widely available. Construction finance was cheap by any historical standard. On the demand-side story, that decade is when affordability should have improved: the constraint was the cost of money, and the cost of money fell to almost nothing.

It did not improve. The price-to-income ratio rose through the period in most member countries, and rose fastest in advanced economies where credit was cheapest. House prices started rising gradually after the global financial crisis and the trend accelerated through the pandemic period. Real house price growth peaked in 2022 and has since given back some of the gain, but property prices remain substantially above their pre-2020 level.

A demand-side account has to explain why the most favourable financing environment in modern history coincided with the sharpest deterioration in affordability in modern history. We have not seen one that holds together.

What the supply-side explanation must account for

The supply story has its own burden of proof and it is more tractable, because each candidate constraint is measurable and none of them responds much to the policy rate.

  • Construction cost. Materials and site costs have risen faster than general prices. A lower policy rate reduces financing cost, not input cost, and financing is a modest share of delivered cost.
  • Skilled trades capacity. The rate at which approved units can physically be built is set by labour that takes years to train. A demand impulse into a fixed build rate produces price, not volume.
  • Land use policy. Where planning restricts buildable, serviced land in the locations people want to live, credit expansion bids up a fixed stock.
  • Public delivery. The channel that historically served the affordable end has been progressively withdrawn across OECD members since the 1980s, and the private channel that replaced it is least profitable precisely there.

Of those four, only the first is even indirectly affected by monetary policy. That asymmetry is the whole argument.

Where the pressure transfers

House prices have historically grown faster than rents, but as ownership moves out of reach households do not disappear. They rent. That converts an ownership affordability problem into rental demand, and rental demand into rent inflation, which is why rent indices are a better early indicator of affordability stress than house price indices.

This also explains why the problem looks worse to households than the headline price data suggests. The price series measures the cost of a transaction most affected households are no longer attempting.

Evidence required

This report is deliberately incomplete. The argument above establishes that the demand-side account fails a timing test; it does not by itself prove the supply account. What would settle it is a consistent international quantity series: dwellings against household need, measured on a common definition across a wide sample.

If such a series shows the deficit narrowing across the cheap-credit decade, we are wrong. If it shows the deficit widening through that decade, the supply reading is very hard to avoid. We will publish an update when the data exists.

Working implications in the meantime

  1. Do not forecast affordability improving as rates fall. Expect the price series to worsen through an easing cycle.
  2. Treat construction cost inflation, not mortgage rates, as the binding input for delivered volumes.
  3. Rebuild every ratio at metropolitan level before acting on it. National medians conceal dispersion larger than the cross-country spread.

Source register

Source register
Series or claimIssuing body and vintageSource link
Price-to-income index, OECD average 114.8 in 2024, 2015 equals 100OECD housing database, compiled by Statistastatista.com
Index definition: nominal house price index divided by nominal disposable income per headOECD housing prices indicatoroecd.org
Real and nominal house price indices, price-to-rent and price-to-income constructionOECD Affordable Housing Database, indicator HM1.2oecd.org
Post-crisis acceleration, 2022 peak in real house price growth, advanced versus emerging market divergenceOECD housing database commentarystatista.com