IESET.
Hypotheses·regulatory·banking_crisis_lebanon_2019_2024_collapse

Lebanon's 2019-2024 banking collapse — informal capital controls, multi-tier exchange rates, sovereign default on Eurobonds in March 2020, and a real-GDP cumulative decline of >= 35% — constitutes a canonical case of a peg-plus-Ponzi- banking-system unwind in a small, dollarised, post-civil-war economy.

The hypothesis is that Lebanon 2019-2024 meets the canonical multi-metric checklist on at least 5 of 6 metrics.

INCONCLUSIVEengine/runs/banking_crisis_lebanon_2019_2024_collapse

INCONCLUSIVE_DATA_PENDING — no outcome or no treatment variable in spec

confidence cueResult card produced; verdict unclassified.

policy briefCoverage too thin

In ordinary language

In plain terms, this asks whether the policy story survives a real-world data check from 2015 to 2024.

plain answer

This test cannot make a firm call yet. no outcome or no treatment variable in spec

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 1 country or place units from 2015 to 2024, using a multi metric checklist design.

what was measured
What we checked
  • Real income
  • Cpi inflation
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

No evidence packet has been generated yet.

Results

engine/runs/banking_crisis_lebanon_2019_2024_collapse
1007550250201520202024LBN
illustrative sketch · run pending
No coefficients yet. When the model fires, this chart will show real_gdp across 1 sampled countries over 2015–2024.
The shapes above are stylised — none of the lines are real data.
Placeholder for banking_crisis_lebanon_2019_2024_collapse. Published chart will be generated from engine/runs/banking_crisis_lebanon_2019_2024_collapse/chart_data.json.

Pre-registration

pre-registered
first-spec commit 098ce96 · 2026-04-30T12:57:33Z
run generated · 2026-06-29T17:52:02Z

Lebanon's 2019-2024 banking collapse — informal capital controls, multi-tier exchange rates, sovereign default on Eurobonds in March 2020, and a real-GDP cumulative decline of >= 35% — constitutes a canonical case of a peg-plus-Ponzi- banking-system unwind in a small, dollarised, post-civil-war economy. The hypothesis is that Lebanon 2019-2024 meets the canonical multi-metric checklist on at least 5 of 6 metrics.

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 6 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 6; REFUTE when MET + PENDING_DATA + PENDING_EVAL < 5; refutation guardrail=2

Method

Template
multi_metric_checklist
Clustering
none
Sample
1 countries · 2015 – 2024
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
cpi_inflation
outcome
world_bank_wdi:FP.CPI.TOTL.ZGtier 2
peak_yoy

● ready  · ● pending  · ● reconstruct-needed

Detailed result card

Result card — banking_crisis_lebanon_2019_2024_collapse

Verdict: INCONCLUSIVE_DATA_PENDING — no outcome or no treatment variable in spec

Pre-registration

  • Claim: Lebanon's 2019-2024 banking collapse — informal capital controls, multi-tier exchange rates, sovereign default on Eurobonds in March 2020, and a real-GDP cumulative decline of >= 35% — constitutes a canonical case of a peg-plus-Ponzi- banking-system unwind in a small, dollarised, post-civil-war economy. The hypothesis is that Lebanon 2019-2024 meets the canonical multi-metric checklist on at least 5 of 6 metrics.
  • Falsification rule: Evaluate every canonical_metrics row against its pre-registered source, window, and threshold. The hypothesis is SUPPORTED if at least 5 of 6 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.
  • Falsification test: multi_metric_checklist_canonical_banking_crisis

Estimate

  • Error: no outcome or no treatment variable in spec

Variables resolved

  • world_bank_wdi:NY.GDP.MKTP.KD → real_gdp (outcome, publisher=world_bank_wdi, n=12104)
  • world_bank_wdi:FP.CPI.TOTL.ZG → cpi_inflation (outcome, publisher=world_bank_wdi, n=7550)

Generated by scripts/run_panel_fe.py at 2026-06-29T17:52:02+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.

Authored framework. Read the transparency note.