Historical Anomalies, Structural Drivers, and Evidence-Based Trajectory Assessment
New Zealand and Australia have both experienced one of the most sustained housing booms in the developed world over the past three decades. Real house prices in New Zealand, as measured by the BIS harmonised index (2010=100), approximately tripled between 1990 and the 2021 peak (index rising from roughly 60 to 178), before beginning a correction that has now run for more than two years. Australia, after a shallower post-pandemic correction, returned to positive real price growth by mid-2025.
This brief draws on harmonised cross-country data from the Bank for International Settlements, OECD affordability indicators, RBNZ and RBA housing statistics, IMF Article IV assessments, Demographia affordability rankings, and the academic literature on financial crises and housing supply to address four questions. First, are current valuations historically anomalous? Second, what structural factors distinguish the NZ and AU markets from international comparators? Third, what do historical boom-bust episodes tell us about likely outcomes? Fourth, with what probability does each trajectory apply to New Zealand?
The central finding is that New Zealand's housing market is undergoing an orderly correction without systemic financial stress, a trajectory most closely resembling Sweden's 2022-2024 experience rather than the catastrophic crashes of Ireland (2007-2012) or Spain (2007-2015). Real prices are declining at a moderate pace (roughly 4 percent per year), bank capital buffers are strong, credit gaps are negative, and macroprudential tools (DTI limits, LVR restrictions) provide guardrails against renewed speculative excess. The most likely trajectory is a prolonged plateau in real terms, with nominal prices growing at or below income growth over the next three to five years. The probability of a sharp crash (cumulative real decline exceeding 25 percent) is assessed as low, conditional on no major external shock and continued macroprudential discipline.
The BIS harmonised long series on residential property prices, available from 1970 Q1 for both New Zealand and Australia, provides the most credible basis for cross-country comparison.[1] The BIS publishes these series with base year 2010=100, deflated by the consumer price index. The data reveal a striking pattern: real house prices in both countries exhibited a structural break around the year 2000, accelerating sharply after two decades of relative stability.
Between 1970 and 2000, real house prices in New Zealand increased at a compound annual rate of approximately 2.0 percent, roughly tracking productivity and income growth. From 2000 to the 2021 peak, the annualised real growth rate accelerated to roughly 4.5 percent per year. The 2000-2021 period saw real house prices rise roughly 150 percent in New Zealand and 110 percent in Australia, far outpacing income growth in both countries.
The post-pandemic cycle has produced a notable divergence. New Zealand real prices peaked in late 2021 (BIS real index approximately 178, 2010=100) and have since declined by approximately 12 percent in real terms as of Q4 2025 (index at 157.5). The year-on-year real decline accelerated to -4.24 percent in Q4 2025, marking the fifth consecutive quarter of negative real growth.[1] Australia's real price correction was shallower (roughly 5 percent real decline from peak) and fully reversed by Q3 2025, when real prices returned to +2.0 percent year-on-year growth.[1]
Australia's recovery has been supported by three RBA rate cuts in 2025 (cash rate from 4.35% to 3.60%), which were subsequently reversed in early 2026 as inflation re-accelerated to 3.8%. New Zealand's OCR was cut more aggressively (from 5.50% to 2.25% over nine cuts from August 2024 to November 2025), yet housing demand has not responded with the same vigour, suggesting that demand-side factors beyond interest rates are at play.
New Zealand's housing market has been shaped by several discrete policy regimes since the 1990s. The post-1990 inflation-targeting framework brought structurally lower nominal interest rates, which interacted with supply constraints to produce sustained real house price appreciation. The easing of the Metropolitan Urban Limit through its replacement with a more permissive Rural Urban Boundary under the 2016 Auckland Unitary Plan generated a substantial supply response in Auckland, as documented by Greenaway-McGrevy and Phillips (2023),[2] but this was subsequently overwhelmed by the COVID-era interest rate collapse and fiscal stimulus.
The OECD price-to-income ratio for New Zealand (seasonally adjusted, 2015=100) is the most comprehensive single affordability metric available, with data extending back to March 1986.[3] At the December 2021 peak, the ratio reached 142.9, well over two standard deviations above its long-run median of 88.9. As of March 2025, the ratio stands at 105.8, representing a 26 percent decline from peak but remaining above the median.
At 105.8, the ratio is approximately 0.85 standard deviations above its long-run mean. This is elevated but not extreme by post-2000 standards. For context, the ratio exceeded 100 continuously from 2015 through 2025, suggesting that the post-GFC era may represent a new structural regime rather than a temporary deviation, driven by persistently lower real interest rates, population growth concentrated in supply-constrained cities, and tax settings favouring housing.
Applying a one-sided Hodrick-Prescott filter (lambda=400,000, consistent with BIS methodology for credit gaps) to the real HPI series yields estimates of deviations from the stochastic trend. The peak deviation, at approximately +38 percent above trend in 2021, has since contracted to approximately +8 percent as of 2025.
The current +8 percent deviation is well within historical experience and substantially below pre-correction peaks. However, the HP filter adapts to structural shifts in the data; if the post-2000 era does represent a new regime, the filter mechanically treats part of the structural increase as "trend," potentially understating the degree of overvaluation relative to a fixed pre-2000 benchmark.
Across four valuation metrics (price-to-income, price-to-rent, real HPI deviation from trend, and household debt-to-income), the average z-score has declined from approximately 2.44 at the peak to approximately 1.00 currently. The market remains above historical norms but no longer exhibits the extreme overvaluation characteristic of a classic bubble episode. The Demographia International Housing Affordability Survey (2025 Edition) corroborates this assessment: Auckland's median multiple improved from approximately 11 (among the least affordable globally five years ago) to approximately 7.5, a material improvement that Demographia attributes to New Zealand's broader housing supply reforms, including the Auckland Unitary Plan upzoning.[4]
The RBNZ's tightening cycle was among the most aggressive in the OECD: the OCR rose from 0.25 percent (October 2021) to 5.50 percent (May 2023), pushing standard 1-year fixed mortgage rates from approximately 2.8 percent to 7.6 percent by mid-2024.[5] The subsequent easing cycle (nine cuts, OCR to 2.25 percent by November 2025) has brought 1-year fixed rates down to approximately 5.28 percent as of June 2026.
Over 70 percent of New Zealand mortgages were scheduled to reprice during 2025, with many households shifting toward short-term fixed-rate mortgages in anticipation of further easing.[6] This high share of short-duration fixed-rate debt distinguishes New Zealand from markets like the United States (30-year fixed-rate mortgages dominant) and amplifies the transmission of monetary policy to household cash flows.
New Zealand's household debt-to-disposable-income ratio stands at approximately 170 percent, among the highest in the OECD, driven almost entirely by mortgage debt.[7] Total housing debt reached NZD 388.5 billion as of November 2025, representing 63.8 percent of total private-sector credit.[8]
The activation of debt-to-income (DTI) restrictions on 1 July 2024 represents a structural shift in macroprudential policy. Banks may lend no more than 20 percent of new loans at DTI exceeding 6 for owner-occupiers and 20 percent at DTI exceeding 7 for investors.[9] The RBNZ's October 2025 review kept DTI settings unchanged, noting they are "calibrated to limit high-risk lending in housing upswings and periods of low interest rates, without the need for adjustment."
The BIS credit-to-GDP gap for New Zealand has moved into negative territory as of 2025, consistent with Australia's -9.9 percent gap (Q4 2025).[1] Under the Basel III countercyclical capital buffer framework, negative credit gaps mechanically imply no buffer activation. This does not mean credit conditions are benign in absolute terms, only that credit growth is not currently excessive relative to trend.
New Zealand's mortgage market is dominated by fixed-rate loans with typical durations of 1-2 years, but the short fixation period means interest rate changes transmit to household cash flows within one to two years, much like variable-rate mortgages in other countries. If inflation were to re-emerge (as it has in Australia, where the RBA reversed 2025 cuts by May 2026), New Zealand households would face renewed mortgage rate pressure with limited hedging capacity. This transmission channel was the primary driver of Sweden's 2022-2024 correction.
New Zealand's long-run price elasticity of housing supply is estimated at 0.71 by Caldera and Johansson (2013),[10] meaning a 10 percent rise in house prices generates only a 7.1 percent increase in new construction. This is well below unity and places New Zealand among the more supply-inelastic OECD housing markets, alongside the UK and most continental European countries. Australia's elasticity is estimated at approximately 0.62 nationally.[11]
Building consents data from Stats NZ show a cyclical pattern: consents peaked at approximately 50,000 annually in 2022 (the highest since the 1970s boom), fell to a trough of approximately 33,500 in early 2025, and have since recovered to approximately 39,700 (year to May 2026, +19 percent year-on-year).[12] The composition has shifted structurally toward medium-density townhouses, which now rival stand-alone houses in monthly consent volumes.
Net migration to New Zealand has normalised dramatically from the record +135,500 (October 2023 year) to approximately +12,000-14,000 by late 2025.[12] NZ citizen departures remain elevated at approximately 40,000 net loss annually, partially offset by non-NZ citizen arrivals. The sharp decline in net migration removes a significant demand-side support that contributed to the 2020-2021 price surge.
Australia's population growth has also moderated, from a peak of 538,000 net overseas migration (June 2023) to approximately 301,000 (December 2025).[13] However, Australia's absolute population growth rate of 1.5 percent remains above New Zealand's, and capital city population growth of 1.8 percent continues to exert significant housing demand pressure, concentrated in Sydney, Melbourne, and Brisbane.
The academic literature on the 2016 Auckland Unitary Plan provides robust causal evidence that upzoning meaningfully increases housing supply when implemented at scale. Greenaway-McGrevy and Phillips (2023) find that the AUP upzoning, covering approximately three-quarters of Auckland's urban land, substantially increased dwelling construction in upzoned areas.[2] Greenaway-McGrevy (2025) estimates roughly a 24 percent increase in long-run floorspace, implying dwelling prices 15 to 27 percent lower than a no-upzoning counterfactual.[14] Related rent evidence suggests comparable Auckland rents are approximately 28 percent lower than they would have been without the AUP, relative to non-upzoned NZ cities.[15]
The government's Going for Housing Growth programme builds on this evidence base, requiring councils to live-zone for 30 years of housing capacity using "high" population projections. The Medium Density Residential Standards (MDRS) are being made optional for councils once they demonstrate compliance with their Housing Growth Target.[16] The RMA replacement (Planning Bill and Natural Environment Bill, introduced December 2025) aims to reduce regulatory barriers further, though transitional arrangements mean the RMA will remain operative for 3.5 to 6 years after enactment.
| Dimension | New Zealand | Australia |
|---|---|---|
| Capital gains on housing | No general CGT; bright-line test at 2 years (was 10yr 2021-2024) | CGT with 50% discount since 1999; transitioning to cost-base indexation from 1 July 2027 |
| Interest deductibility | Restored to 100% from 1 April 2025 (removed 2021, phased back 2024-2025) | Negative gearing available; to be restricted from 1 July 2027 with new-build carve-outs |
| Foreign buyers | Broad ban since 2018; NZD 5m+ exemption for investor visa holders (2025-2026) | FIRB approval; established dwelling ban 1 April 2025 to 30 June 2029; state surcharges 8-9% |
| Zoning/planning | MDRS becoming optional; NPS-UD in force; RMA to be replaced by mid-2026 | State-led; NSW Low/Mid-Rise (Feb 2025); National Housing Accord 1.2m homes target |
| First-home support | First Home Grant abolished May 2024; KiwiSaver withdrawal + First Home Loan remain | 5% Deposit Scheme expanded (Oct 2025); Help to Buy shared equity (Dec 2025) |
| Macroprudential | LVR + DTI dual framework (DTI since July 2024); CCyB at default | LVR guidance + DTI cap (20% at DTI > 6) from Feb 2026; CCyB at 1% |
Several structural features are unique to New Zealand and materially affect housing market dynamics. First, New Zealand has no comprehensive capital gains tax, making housing the most tax-advantaged major asset class for domestic investors. The bright-line test, even at its most restrictive (10 years, 2021-2024), was a weak substitute. The return to a 2-year test from July 2024 largely eliminates the tax disincentive to short-term property speculation.
Second, the restoration of 100 percent interest deductibility for rental properties (from 1 April 2025) restores the pre-2021 tax treatment that, in combination with the absence of CGT, makes leveraged property investment exceptionally attractive relative to other asset classes. This is the mirror image of Australia's impending restriction of negative gearing and CGT discount (effective 1 July 2027), which Treasury and Grattan Institute estimates suggest will reduce house prices by 1 to 4 percent relative to the counterfactual.[17]
Third, New Zealand's foreign buyer ban (in place since 2018) has removed one channel of external demand pressure, though the scale of foreign purchasing pre-ban was relatively small (approximately 3 percent of transactions nationally, higher in central Auckland and Queenstown). The 2025 targeted exemption for investor visa holders purchasing properties valued at NZD 5 million or above is estimated to affect fewer than 1,000 homes, or approximately 0.05 percent of the housing stock.[18]
Five historical episodes provide the most relevant comparators for New Zealand's current situation:
| Episode | Peak-Trough Real Decline | Duration | Banking Crisis? | Recovered to Prior Peak? |
|---|---|---|---|---|
| Ireland 2007-2012 | -54% | 5-6 years | Yes (EUR 63bn bailout) | Yes: ~25% above 2007 peak by 2026 |
| Spain 2007-2015 | -41% | 7-8 years | Yes (Bankia, cajas) | Prime markets yes; some regions still below |
| Japan 1990-2000s | -65 to -70% (real land) | 15+ years | Yes (zombie banks) | No: still 65-70% below in real terms |
| Sweden 1990s | -25 to -30% | 3-4 years | Yes (3 banks) | Yes: recovered in ~4 years |
| Sweden 2022-2024 | -16% nominal / -30% real | 2 years | No (commercial RE stress) | Early recovery: +2-3% y/y by 2025-2026 |
| Canada 2022-present | -17% | 1.5-2 years | No | Partial: stabilising but not recovered |
The Jorda-Schularick-Taylor (JST) macrohistory database, spanning 17 advanced economies since 1870, provides the organising framework for understanding these episodes.[19] Three findings from the JST research programme are directly relevant to the New Zealand case:
First, the presence of a banking crisis is the critical bifurcation. Ireland, Spain, Japan, and Sweden (1990s) all experienced systemic banking crises alongside their housing crashes. The distinguishing feature was not the magnitude of the housing bubble per se but the degree of bank exposure to real estate lending, the quality of underwriting standards, and the speed of regulatory intervention. In contrast, Sweden (2022-2024) and Canada have avoided banking crises during their recent corrections, and both have experienced relatively orderly adjustments.
Second, the composition of credit matters more than aggregate credit growth. Jorda, Schularick, and Taylor (2016) demonstrate that mortgage lending, specifically, is the primary driver of financial fragility in modern advanced economies, as the share of mortgage loans on bank balance sheets doubled from approximately 30 percent in 1900 to approximately 60 percent today.[20] Both New Zealand and Australia have banking systems dominated by mortgage lending, which makes this finding directly applicable.
Third, demographic and supply factors determine recovery trajectories. Japan's demographic decline fundamentally prevented price recovery for over three decades, despite ultra-low interest rates. Ireland's post-crisis supply constraint (building virtually ceased during the crash) and population growth enabled a strong rebound to surpass the 2007 peak. Spain's oversupply (5 million units added to a 20 million base during the boom) prolonged the correction. Canada's immigration-driven demand and supply shortage have cushioned the recent downturn.
New Zealand scores well on the crisis-predictive indicators: (a) credit gaps are negative, not positive; (b) DTI and LVR macroprudential tools are active, constraining the accumulation of high-risk mortgage debt; (c) bank capital ratios are strong (RBNZ November 2025 FSR notes banks are "profitable and well-capitalised"); and (d) the 2025 solvency stress test confirmed banks can absorb loan losses under adverse scenarios. The scoring is more mixed on longer-run structural factors: household debt-to-income remains elevated at 170 percent, housing supply elasticity is low, and tax settings continue to favour leveraged property investment.
We assess three scenarios for the New Zealand housing market over a five-year horizon (2026-2031), drawing on the full weight of evidence assembled above.
| Scenario | Probability | Real Price Change (5yr) | Key Conditions |
|---|---|---|---|
| A: Prolonged Plateau | 55-65% | -5% to +5% | Stable OCR around neutral (2.5-3.5%), DTI/LVR maintained, moderate migration, gradual supply response from Going for Housing Growth |
| B: Continued Growth | 20-25% | +10% to +25% | OCR cuts below 2%, strong migration recovery, DTI/LVR relaxed, supply response stalls, global risk-on environment |
| C: Sharp Correction | 10-15% | -20% to -35% | Major external shock (global recession, commodity price collapse), OCR forced higher by inflation resurgence, widespread mortgage defaults, banking stress |
The central case is that New Zealand real house prices remain broadly flat over the next five years, with nominal prices growing at approximately the rate of income growth (3-5 percent per year) and real prices stable or declining modestly. This scenario is supported by several converging forces:
Continuing real price erosion through inflation. Even with nominal prices stable, CPI inflation at 2-3 percent implies a real price decline of 10-15 percent over five years through the inflation channel alone. This mirrors the post-GFC experience in several European markets where nominal prices were flat but real prices declined steadily.
Binding DTI constraints on the upside. The DTI speed limits (20 percent of new lending at DTI above 6 for owner-occupiers) effectively cap the extent to which falling interest rates can translate into higher prices. As rates fall and households can service larger mortgages, the DTI constraint becomes the binding limit. APRA's activation of similar DTI limits in Australia (February 2026) reflects the same logic: regulators in both countries are explicitly using macroprudential tools to break the interest-rate-to-house-price transmission channel.
Supply response gaining traction. Building consents recovering to approximately 40,000 annually, combined with the structural shift toward medium-density construction, suggests that the supply side is finally responding. The academic evidence from the Auckland Unitary Plan is unambiguous: upzoning works, and the Going for Housing Growth programme extends this logic nationally.
Migration normalisation removing demand pressure. Net migration at approximately 12,000-14,000 is close to the long-run average and well below the 2023 peak. While migration could recover if economic conditions improve, the government's focus on high-skill migration rather than volume suggests a structurally lower net migration trajectory than the post-COVID surge.
The conditions for renewed growth are not implausible. If the RBNZ cuts the OCR below the current 2.25 percent (perhaps to 1.5-2.0 percent), mortgage rates would fall toward 3.5-4.0 percent, substantially improving serviceability. If combined with a relaxation of DTI limits (which the RBNZ has the discretion to implement) and a recovery in net migration toward 30,000-40,000, the demand-side boost could be substantial. The restoration of interest deductibility and the shortened bright-line test would amplify investor demand in this scenario.
However, this scenario faces two structural headwinds. First, the RBNZ has stated that DTI settings are calibrated for upswings and would not require adjustment; relaxing them in the face of a housing recovery would be difficult to justify. Second, the RBA's experience (three 2025 cuts fully reversed by May 2026) demonstrates that inflation risks remain live, constraining how far central banks can ease.
The conditions for a crash are not currently present, but they can crystallise quickly. The primary trigger would be an external shock that forces the RBNZ to raise rates while household balance sheets remain stretched. The most plausible candidates are a global recession driven by trade disruption or geopolitical conflict, a sharp rise in global risk premiums, or a domestic inflation resurgence linked to fiscal expansion or commodity price movements.
The critical protection against Scenario C is the strength of bank balance sheets. The RBNZ's 2025 solvency stress test confirmed that banks can absorb loan losses under adverse economic scenarios. Household equity buffers remain substantial: the most recent RBNZ Financial Stability Report records moderate and stable mortgage arrears, and the aggregate loan-to-value ratio of the mortgage book is well below levels that would threaten bank solvency even under a severe price decline. This is fundamentally different from the pre-GFC situation in Ireland or Spain, where loan-to-value ratios were far higher and underwriting standards far weaker. For comparison, in Australia, the RBA's April 2025 Financial Stability Review reported that fewer than 1 percent of households were in negative equity and that even a 30 percent price decline would leave 9 in 10 mortgagors with positive equity.[23]
The primary vulnerability in Scenario C is not bank solvency but the macroeconomic consequences of household deleveraging. New Zealand household consumption is sensitive to housing wealth effects, and a sharp price decline would reduce consumer confidence and spending, amplifying any recessionary forces. The RBNZ's November 2025 Financial Stability Report explicitly notes that "financial stability risks remain higher than they have been in recent years,"[21] reflecting concerns about the uneven business recovery and global risk environment.
Several sources of uncertainty warrant explicit acknowledgement:
Model uncertainty. The valuation metrics used here (price-to-income ratios, HP-filtered trends) embed assumptions about what constitutes "normal." If the structural decline in global real interest rates since the 1990s is permanent, the post-2000 shift in price-to-income ratios may represent a new equilibrium rather than a deviation awaiting correction. The academic literature is divided on this point: the JST research programme emphasises the historical uniqueness of the post-1980 "great mortgaging," while others argue that falling real rates and rising land scarcity in urban areas justify permanently higher price-to-income ratios. We cannot resolve this debate definitively, but the weight of cross-country evidence (including Japan's failure to mean-revert after three decades of ultra-low rates) suggests caution about relying on mean reversion.
Policy endogeneity. The scenarios assume that macroprudential policy remains restrictive during upswings and that monetary policy responds symmetrically to inflation and financial stability concerns. In practice, political pressure to relax LVR and DTI restrictions during a housing downturn is substantial, and the RBNZ's new Financial Policy Committee (operational from 2026) has not yet established its institutional credibility. The Australian experience, where APRA activated DTI limits only after investor lending surged 18 percent in a single quarter, illustrates the tendency for macroprudential policy to be reactive rather than pre-emptive.
Migration uncertainty. Net migration is the single most difficult variable to forecast, and it has historically been the dominant driver of short-run housing demand in New Zealand. The range of plausible outcomes is wide: from sustained out-migration of NZ citizens (continuing the trend of 40,000 annual net departures) to a resurgence of inward migration if economic conditions improve relative to Australia and other destinations.
Climate and insurance risk. An emerging factor not captured in historical data is the impact of climate-related risks on property values and insurability. New Zealand's exposure to coastal flooding and erosion, particularly in Auckland, Wellington, and Christchurch, could materially affect property values in affected areas over the medium term. This is a source of downside risk that is concentrated geographically but potentially significant in aggregate.
The data behind each figure is available for download below. This is an analytical brief rather than a raw data release, so the datasets combine three kinds of series, which should not be confused: indicative annual points read from official long-run series (used to show decade-scale trends and turning points), author computations (the deviation-from-trend and z-score constructs), and illustrative comparisons (the policy-milestone and international-episode charts). For authoritative, full-resolution data, use the official source links in each row of the sources file.
Real house prices (Figures 1, 2, 8). Real house prices are nominal prices deflated by the consumer price index on the BIS harmonised basis (2010=100). Figure 1 plots indicative annual points for New Zealand and Australia. Figure 2 compares the approximate real price change around discrete policy events; the events are not evenly spaced, so it is a comparison rather than a continuous series. Figure 8 reports peak-to-trough real declines by episode, with New Zealand and Australia asterisked because their corrections were ongoing at the time of writing.
Price-to-income (Figure 3). The OECD analytical price-to-income indicator (2015=100); the dashed line is the median of the plotted series (88.9) as a long-run reference.
Deviation from trend (Figure 4). Computed by the author with a one-sided Hodrick-Prescott filter (lambda = 400,000, consistent with the BIS convention for long series) on the real house price series, expressed as the percentage deviation of the series from the filtered trend. Because the filter adapts to structural shifts, it should be read as indicative of cyclical position rather than a precise valuation gap.
Valuation z-scores (Figure 5). For each metric (price-to-income, price-to-rent, real HPI deviation from trend, and household debt-to-income), the z-score is the value minus the series mean divided by the series standard deviation, over the available sample. Two snapshots are shown: the Q4 2021 peak and Q1 2025.
Credit and supply (Figures 6 and 7). Indicative annual points reproducing the profile of RBNZ series (1-year fixed carded mortgage rate; household debt as a percentage of disposable income) and Stats NZ series (dwelling consents issued; net permanent and long-term migration).
All source URLs were verified as live on 9 July 2026. The sources file records the source, URL, and a construction note for every individual series.
| Dataset | Figure | Download |
|---|---|---|
| Source, URL, and construction note for every series | All figures | figure_sources_and_methodology.csv |
| NZ and AU real house price index (2010=100), 1970-2025 | Figure 1 | figure1_real_house_price_index_nz_au.csv |
| NZ real HPI growth at selected policy milestones | Figure 2 | figure2_policy_milestone_real_growth.csv |
| NZ price-to-income ratio (2015=100) and long-run median | Figure 3 | figure3_price_to_income_nz.csv |
| NZ real HPI deviation from HP-filtered trend | Figure 4 | figure4_real_price_deviation_from_trend_nz.csv |
| Composite valuation z-scores, current versus 2021 peak | Figure 5 | figure5_valuation_zscores.csv |
| NZ 1-year fixed mortgage rate and household DTI | Figure 6 | figure6_mortgage_rate_and_dti_nz.csv |
| NZ building consents and net migration | Figure 7 | figure7_building_consents_and_migration_nz.csv |
| International peak-to-trough real house price declines | Figure 8 | figure8_international_real_price_declines.csv |
| Data construction notes and full methodology | All figures | README.md |
The primary sources are the Bank for International Settlements (real house price long series), the OECD (price-to-income indicators), the Reserve Bank of New Zealand (mortgage rates and household debt), and Stats NZ (building consents and migration), all listed with their URLs in the reference section below and in the sources file.