IESET.
Hypotheses·housing·bis_credit_gap_property_price_interaction_panel_1970_2025

Credit gaps are more damaging when they coincide with real house-price booms.

INCONCLUSIVEengine/runs/bis_credit_gap_property_price_interaction_panel_1970_2025

INCONCLUSIVE_DATA_PENDING — no outcome variable loaded; missing: ['constructed: forward outcome from WDI or BIS local vintage']

confidence cueResult card produced; verdict unclassified.

policy briefCoverage too thin

In ordinary language

Does the housing rule being tested make homes easier to build, rent, or afford, or does it quietly reduce supply and push costs elsewhere?

plain answer

This test cannot make a firm call yet. no outcome variable loaded; missing: ['constructed: forward outcome from WDI or BIS local vintage']

why it matters

Housing policy affects rents, mobility, household budgets, and construction. The test looks for measurable effects rather than relying on slogans.

how the test works

It compares 42 country or place units from 1964 to 2026, using a panel fe design, with fixed effects for country and year.

what was measured
What changed
  • Credit gap x house price boom
What we checked
  • Fwd real house price growth 12q
what this does not prove

A single test is not the whole truth. It narrows the claim under a specific sample, time period, and method. Strong policy conclusions need the pattern to survive nearby tests, alternative data, and serious objections.

verification

12 input datasets, 0 unresolved missing series, provenance status: reproducible hash verified.

Results

engine/runs/bis_credit_gap_property_price_interaction_panel_1970_2025
1007550250196419952026AUSAUTBELBRACANCHECHL
illustrative sketch · run pending
No coefficients yet. When the model fires, this chart will show fwd_real_house_price_growth_12q across 42 sampled countries over 1964–2026.
The shapes above are stylised — none of the lines are real data.
Placeholder for bis_credit_gap_property_price_interaction_panel_1970_2025. Published chart will be generated from engine/runs/bis_credit_gap_property_price_interaction_panel_1970_2025/chart_data.json.

Pre-registration

pre-registered
first-spec commit c48dfd6 · 2026-05-13T10:43:00Z
run generated · 2026-06-29T17:53:11Z

Credit gaps are more damaging when they coincide with real house-price booms.

Falsification criterion — what would disprove this

set before the run · honoured after

This hypothesis is considered falsified if:

Supported only if the coefficient on credit_gap_x_house_price_boom and the raw treated-control contrast clear the predeclared direction and magnitude gates.

formal test & threshold
test:      bis_credit_gap_property_price_interaction_panel_1970_2025
threshold: {"coef_max": -2.0, "mean_diff_max": -2.0, "min_countries": 20, "min_observations": 600, "p_max": 0.1}

Method

Template
panel_fe
Fixed effects
country, year
Clustering
country
Sample
42 countries · 1964 – 2026
Evidence type
associational

Compact panel screen with country and calendar-year fixed effects. Standard errors clustered by country.

Data

VariableSourceTransform
fwd_real_house_price_growth_12q
outcome
constructed:forward outcome from WDI or BIS local vintagetier 5
forward_change_or_forward_average
credit_gap_x_house_price_boom
treatment
bis:WS_CREDIT_GAPtier 2
bis:WS_DSRtier 2
bis:WS_EERtier 2
bis:WS_SPPtier 2
threshold_or_interaction_predeclared_in_runner
lag_real_house_price_growth_8q
control
world_bank_wdi or BIS local vintagelevel

● ready  · ● pending  · ● reconstruct-needed

Detailed result card

Result card — bis_credit_gap_property_price_interaction_panel_1970_2025

Verdict: INCONCLUSIVE_DATA_PENDING — no outcome variable loaded; missing: ['constructed: forward outcome from WDI or BIS local vintage']

Pre-registration

  • Claim: Credit gaps are more damaging when they coincide with real house-price booms.
  • Falsification rule: Supported only if the coefficient on credit_gap_x_house_price_boom and the raw treated-control contrast clear the predeclared direction and magnitude gates.
  • Falsification test: bis_credit_gap_property_price_interaction_panel_1970_2025

Estimate

  • Error: no outcome variable loaded; missing: ['constructed: forward outcome from WDI or BIS local vintage']

Variables resolved

  • bis:WS_CREDIT_GAP; bis:WS_DSR; bis:WS_EER; bis:WS_SPP → credit_gap_x_house_price_boom (treatment, publisher=bis, n=1914)

Variables missing data

  • constructed: forward outcome from WDI or BIS local vintage (outcome, name=fwd_real_house_price_growth_12q) — vintage not on disk
  • world_bank_wdi or BIS local vintage (controls, name=lag_real_house_price_growth_8q) — vintage not on disk

Generated by scripts/run_panel_fe.py at 2026-06-29T17:53:11+00:00

Strongest opposing argument

Every hypothesis ships with its charitable opposing argument. The framework earns credibility by handling objections at their strongest, not weakest.

Notes

Generated and runnable via engine/runs/bis_credit_gap_property_price_interaction_panel_1970_2025/replication.py from local BIS/WDI vintages.

Authored framework. Read the transparency note.