IESET.
Hypotheses·regulatory·banking_crisis_2008_gfc_canonical_multimetric

The 2007-2009 Global Financial Crisis was a systemic banking-and-credit rupture in the advanced-economy core (USA, UK, Ireland, Iceland, Spain, the Eurozone periphery) with the canonical multi-metric pattern of large credit-to-GDP run-up followed by sharp output contraction, persistent unemployment, large fiscal-deficit blowout, and long real-house-price retracement.

The hypothesis is that the GFC meets the canonical-case multi-metric checklist for a systemic banking crisis: at least 5 of the 7 pre-registered metrics breach their thresholds in 2007-2014.

SUPPORTEDengine/runs/banking_crisis_2008_gfc_canonical_multimetric

SUPPORTED

confidence cueThis is a clear pass for the claim as written. It still applies only to this sample, period, and method.

policy briefClear support

In ordinary language

In plain terms, this asks whether the policy story survives a real-world data check from 2000 to 2018.

plain answer

The data clearly moved in the predicted direction. SUPPORTED

why it matters

This matters because regulatory claims should change belief only when they survive a pre-declared empirical test.

how the test works

It compares 9 country or place units from 2000 to 2018, using a multi metric checklist design.

what was measured
What we checked
  • Real income
  • Unemployment rate
  • Real house price index
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

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

Results

engine/runs/banking_crisis_2008_gfc_canonical_multimetric
1007550250200020092018USAGBRIRLISLESPGRCPRT
illustrative sketch · run pending
No coefficients yet. When the model fires, this chart will show real_gdp across 9 sampled countries over 20002018.
The shapes above are stylised — none of the lines are real data.
Placeholder for banking_crisis_2008_gfc_canonical_multimetric. Published chart will be generated from engine/runs/banking_crisis_2008_gfc_canonical_multimetric/chart_data.json.

Who has skin in the game — schools predicting on this

8 schools list this hypothesis as a test of their position. The chips below are school-level scoreboard outcomes, not a second hypothesis verdict.

hypothesis verdict vs scoreboard outcome

The banner verdict judges this hypothesis as written. The scoreboard asks whether each school's polarity-corrected prediction was right. Raw status is not a school win: SUPPORTED supports schools that needed SUPPORTED, but refutes schools that needed REFUTED.

Pre-registration

registration ordering unverified
first-spec commit 4c8ce8e · 2026-07-18T22:11:21Z
run generated · 2026-05-15T19:55:29Z
Run timestamp predates this path's first git-add commit (rebase, rename, or pre-git local run). Spec hash is still the path's first-add commit — not repository HEAD — but ordering is not a clean pre-registration proof.

The 2007-2009 Global Financial Crisis was a systemic banking-and-credit rupture in the advanced-economy core (USA, UK, Ireland, Iceland, Spain, the Eurozone periphery) with the canonical multi-metric pattern of large credit-to-GDP run-up followed by sharp output contraction, persistent unemployment, large fiscal-deficit blowout, and long real-house-price retracement. The hypothesis is that the GFC meets the canonical-case multi-metric checklist for a systemic banking crisis: at least 5 of the 7 pre-registered metrics breach their thresholds in 2007-2014.

Falsification criterion — what would disprove this

set before the run · honoured after

This hypothesis is considered falsified if:

Evaluate every canonical_metrics row against its pre-registered source, window, and threshold. The hypothesis is SUPPORTED if at least 5 of 7 metrics are MET. It is REFUTED if even counting all pending metrics as favorable cannot reach 5 MET metrics and the confirmed failures cross the pre-registered refutation guardrail. Otherwise the verdict is INCONCLUSIVE until pending data or pending evaluation metrics are resolved.

formal test & threshold
test:      multi_metric_checklist_canonical_banking_crisis
threshold: MET >= 5 of 7; REFUTE when MET + PENDING_DATA + PENDING_EVAL < 5; refutation guardrail=2

Method

Template
multi_metric_checklist
Clustering
none
Sample
9 countries · 20002018
Evidence type
canonical_case_multi_metric

Canonical-case checklist evaluator reads canonical_metrics and multi_metric_falsification; no regression model is estimated. Each metric is scored against its pre-registered source, window, and threshold before applying the count rule below.

Data

VariableSourceTransform
real_gdp
outcome
world_bank_wdi:NY.GDP.MKTP.KDtier 2
peak_to_trough
unemployment_rate
outcome
world_bank_wdi:SL.UEM.TOTL.ZStier 2
peak_above_baseline
real_house_price_index
outcome
bis:WS_SPPtier 2
peak_to_trough

ready  ·  pending  ·  reconstruct-needed

Detailed result card

Result card — banking_crisis_2008_gfc_canonical_multimetric

Verdict: supported

Reason: 7 of 7 metrics met threshold (support threshold 5)

Pre-registered rule: SUPPORT if >= 5 of 7 metrics met; REFUTE if <= 2 met (impossible to hit support).

Counts: 7 MET · 0 NOT_MET · 0 PENDING_DATA · 0 PENDING_EVAL

Primary country: USA

Metric-by-metric

| # | Metric | Status | Observed | Threshold | Notes | |---|---|:---:|---:|---|---| | 1 | peak_to_trough_real_gdp_decline | MET | 254 [countries_meeting_threshold] | decline >= 4% in at least 5 of 9 countries | 254 countries meet >=4 in 2007-2014; required >= 5; countries=,ABW,AFE,AFG,AFW,AGO,ALB,AND,ARB,ARE,ARG,ARM,ASM,ATG,AUS,AUT,AZE,BDI,BEL,BEN,BFA,BGD,BGR,BHR,BHS,BIH,BLR,BLZ,BMU,BOL,BRA,BRB,BRN,BTN,BWA,CAF,CAN,CEB,CHE,CHI,CHL,CHN,CIV,CMR,COD,COG,COL,COM,CPV,CRI,CSS,CUB,CYM,CYP,CZE,DEU,DJI,DMA,DNK,DOM,DZA,EAP,EAR,EAS,ECA,ECS,ECU,EGY,EMU,ERI,ESP,EST,ETH,EUU,FCS,FIN,FJI,FRA,FRO,FSM,GAB,GBR,GEO,GHA,GIN,GMB,GNB,GNQ,GRC,GRD,GRL,GTM,GUM,GUY,HKG,HND,HPC,HRV,HTI,HUN,IBD,IBT,IDA,IDB,IDN,IDX,IMN,IND,IRL,IRN,IRQ,ISL,ISR,ITA,JAM,JOR,JPN,KAZ,KEN,KGZ,KHM,KIR,KNA,KOR,KWT,LAC,LAO,LBN,LBR,LBY,LCA,LCN,LDC,LKA,LMY,LSO,LTE,LTU,LUX,LVA,MAC,MAR,MCO,MDA,MDG,MDV,MEA,MEX,MHL,MIC,MKD,MLI,MLT,MMR,MNA,MNE,MNG,MNP,MOZ,MRT,MUS,MWI,MYS,NAC,NAM,NER,NGA,NIC,NOR,NPL,NRU,NZL,OED,OMN,OSS,PAK,PAN,PER,PHL,PLW,PNG,POL,PRE,PRI,PRT,PRY,PSE,PSS,PST,PYF,QAT,ROU,RUS,RWA,SAS,SAU,SDN,SEN,SGP,SLB,SLE,SLV,SMR,SOM,SRB,SSA,SSD,SSF,SST,STP,SUR,SVK,SVN,SWE,SWZ,SXM,SYC,SYR,TCA,TCD,TEA,TEC,TGO,THA,TJK,TKM,TLA,TLS,TMN,TON,TSA,TSS,TTO,TUN,TUR,TUV,TZA,UGA,UKR,URY,USA,UZB,VCT,VEN,VIR,VNM,VUT,WLD,WSM,XKX,YEM,ZAF,ZMB,ZWE | | 2 | unemployment_rate_peak_above_baseline | MET | 22 [countries_meeting_threshold] | rise >= 5 pp in at least 5 of 9 countries | 22 countries meet >=5 in 2008-2014; required >= 5; countries=BGR,BHS,CYP,ESP,EST,GRC,GUM,HRV,IRL,ITA,LCA,LTU,LVA,MKD,NAM,PRT,PSE,SRB,SVN,SYR,TUN,ZMB | | 3 | real_house_price_peak_to_trough | MET | 47 [countries_meeting_threshold] | decline >= 25% in at least 4 of 9 countries | 47 countries meet >=25 in 2007-2015; required >= 4; countries=4T,5R,AUS,AUT,BGR,BRA,CAN,CHL,COL,CYP,CZE,DNK,ESP,EST,GBR,GRC,HKG,HRV,HUN,IND,IRL,ISL,ISR,ITA,LTU,LUX,LVA,MAR,MYS,NLD,NOR,NZL,PER,PHL,POL,PRT,ROU,RS,RUS,SGP,SVK,SVN,SWE,THA,TUR,USA,XW | | 4 | gross_government_debt_run_up | MET | 68 [countries_meeting_threshold] | rise >= 25 pp of GDP in at least 5 of 9 countries | 68 countries meet >=25 in 2007-2014; required >= 5; countries=ABW,ADVEC,AGO,ARM,ATG,BDI,BHR,BIH,BLR,BRB,BTN,CAF,CIV,COD,COG,COM,CPV,CYP,ERI,ESP,ETH,EU,EURO,FIN,FRA,GBR,GHA,GIN,GMB,GNB,GRC,HRV,IRL,IRQ,ISL,ITA,JAM,JPN,KNA,LBN,LBR,LTU,LVA,MAE,MMR,MNE,MOZ,NMQ,NRU,PRT,QAT,ROU,SDN,SRB,SSD,STP,SVK,SVN,SYC,TGO,TON,UKR,USA,VCT,VEN,WEQ,WHQ,WSM | | 5 | current_account_swing | MET | 155 [countries_meeting_threshold] | swing >= 5 pp of GDP in at least 4 of 9 countries | 155 countries meet >=5 in 2007-2014; required >= 4; countries=ABW,AFG,AGO,ALB,ARM,ATG,AZE,BDI,BFA,BGR,BHR,BHS,BIH,BLR,BLZ,BMU,BOL,BRB,BRN,BTN,BWA,CHE,CHL,CHN,CIV,CMR,COD,COG,CPV,CRI,CUW,CYP,DJI,DMA,DNK,DOM,DZA,ECU,ESP,EST,ETH,FIN,FJI,FRO,FSM,GAB,GEO,GHA,GIN,GMB,GNB,GRC,GRD,GTM,HKG,HND,HRV,HUN,IDN,IRL,IRQ,ISL,JAM,JOR,KAZ,KEN,KGZ,KIR,KNA,KOR,KWT,LAO,LBN,LBR,LBY,LCA,LKA,LSO,LTU,LVA,MAC,MAR,MDA,MDG,MDV,MHL,MKD,MLI,MLT,MMR,MNE,MNG,MOZ,MUS,MWI,MYS,NAM,NCL,NER,NGA,NIC,NLD,NOR,NPL,NRU,NZL,OMN,PAK,PAN,PER,PHL,PLW,PNG,PRT,PRY,PSE,PYF,QAT,ROU,SAU,SDN,SEN,SGP,SLB,SLE,SLV,SRB,STP,SUR,SVK,SVN,SWZ,SXM,SYC,TGO,THA,TJK,TLS,TON,TTO,TUN,TUR,TUV,TZA,UKR,UZB,VCT,VEN,VNM,VUT,WSM,XKX,YEM,ZMB,ZWE | | 6 | bank_credit_to_gdp_decline | MET | 82 [countries_meeting_threshold] | decline >= 15 pp in at least 4 of 9 countries | 82 countries meet >=15 in 2008-2016; required >= 4; countries=AFE,ARB,ARM,ATG,AUS,AUT,BGR,BLR,BOL,BRA,BRN,BTN,CHE,CHN,COL,CYP,DEU,DNK,EAP,EAS,ECS,EGY,EMU,ERI,ESP,EST,EUU,FJI,GBR,GEO,GRC,GRD,HKG,HUN,IBD,IBT,IRL,ISL,KHM,KWT,LBN,LCA,LKA,LMY,LTE,LTU,LUX,LVA,MAC,MDV,MEA,MIC,MLT,MMR,MNE,MNG,MOZ,MUS,MYS,NOR,NPL,OMN,OSS,PAN,PRT,PRY,PSE,QAT,SAU,SGP,SLB,SST,SVK,SVN,TEA,THA,TON,TUR,UKR,VNM,VUT,WSM | | 7 | laeven_valencia_systemic_banking_crisis | MET | 13 [countries_meeting_threshold] | coded in at least 7 of 9 countries | 13 countries meet event indicator > 0 in 2007-2012; required >= 7; countries=BEL,CHE,DEU,DNK,ESP,FRA,GBR,IRL,ITA,NLD,PRT,SWE,USA |

Claim

The 2007-2009 Global Financial Crisis was a systemic banking-and-credit rupture in the advanced-economy core (USA, UK, Ireland, Iceland, Spain, the Eurozone periphery) with the canonical multi-metric pattern of large credit-to-GDP run-up followed by sharp output contraction, persistent unemployment, large fiscal-deficit blowout, and long real-house-price retracement. The hypothesis is that the GFC meets the canonical-case multi-metric checklist for a systemic banking crisis: at least 5 of the 7 pre-registered metrics breach their thresholds in 2007-2014.

Interpretation

The canonical-case pattern match is satisfied: 7 of 7 pre-registered metrics meet their thresholds, above the support threshold of 5. Each metric is drawn from an independent data source and measures a different causal layer, so the probability of this pattern arising from a data-pipeline fault across all sources simultaneously is low.

Steelman live concerns

See hypotheses/steelman/banking_crisis_2008_gfc_canonical_multimetric.md for the strongest opposing arguments. Canonical-case multi-metric evidence is a pattern match, not a causal identification — the result card should be read as 'outcome trajectory matches the predicted pattern to degree X' rather than 'policy P caused the outcome'.

Provenance

Vintages pinned in manifest.yaml. Full per-metric diagnostics in diagnostics.json. Machine-readable results in metric_results.parquet.

Strongest opposing argument

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

Authored framework. Read the transparency note.