IESET.
Hypotheses·monetary·maastricht_convergence_discipline_effect

Maastricht convergence criteria 1992 imposed fiscal discipline that produced lower inflation and interest-rate convergence in pre-accession EU members, consistent with the Ordoliberal principle of rules-binding monetary constitutions.

SUPPORTEDengine/runs/maastricht_convergence_discipline_effect

SUPPORTED — Treated peripheral states (ITA/ESP/PRT/GRC/IRL) narrowed their inflation gap to the German anchor by 5.81pp from 1985-1991 to 1996-2002, vs only 1.32pp for non-Eurozone controls (GBR/USA/JPN/CAN). DiD = -4.49pp (<= -3.0pp dispositive threshold). Mean treated inflation fell from 9.47% to 3.20%.

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

policy briefNeeds review

In ordinary language

In plain terms, this asks whether maastricht signature event is actually linked to better or worse cpi inflation from 1985 to 2002.

plain answer

The data clearly moved in the predicted direction. Treated peripheral states (ITA/ESP/PRT/GRC/IRL) narrowed their inflation gap to the German anchor by 5.81pp from 1985-1991 to 1996-2002, vs only 1.32pp for non-Eurozone controls (GBR/USA/JPN/CAN).

why it matters

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

how the test works

It compares 13 country or place units from 1985 to 2002, using a event study design.

what was measured
What changed
  • Maastricht signature event
  • Pre accession eu indicator
What we checked
  • Cpi inflation
  • Sovereign yield 10y
  • Inflation dispersion eu
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/maastricht_convergence_discipline_effect
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Who has skin in the game — schools predicting on this

2 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

pre-registered
first-spec commit bae09ab · 2026-04-29T22:09:42Z

Maastricht convergence criteria 1992 imposed fiscal discipline that produced lower inflation and interest-rate convergence in pre-accession EU members, consistent with the Ordoliberal principle of rules-binding monetary constitutions.

Falsification criterion — what would disprove this

set before the run · honoured after

This hypothesis is considered falsified if:

PRIMARY (dispositive): a difference-in-differences on the absolute CPI inflation gap to the Bundesbank anchor (DEU). Treated periphery = {ITA, ESP, PRT, GRC, IRL}; non-Eurozone OECD controls = {GBR, USA, JPN, CAN}. Pre-Maastricht window 1985-1991, post-Maastricht convergence window 1996-2002. For each country, gap_closure = |post_inflation - DEU_post| - |pre_inflation - DEU_pre|. PRIMARY = mean(treated gap_closure) - mean(control gap_closure). SUPPORTED if PRIMARY <= -3.0pp (treated converged on DEU at least 3pp more than controls). REFUTED if PRIMARY > -1.0pp (no relative convergence or wrong direction). Partial range: (-3.0, -1.0]pp. INFORMATIVE: per-country gap closures; absolute level of treated mean inflation in 1996-2002 (close-to-DEU implies absolute-not-just-relative convergence); government debt %GDP trajectories. METHOD_VALID: at least 4 of 5 treated and 3 of 4 control countries have WDI FP.CPI.TOTL.ZG observations in BOTH windows; if not, emit inconclusive.

formal test & threshold
test:      maastricht_inflation_gap_did_treated_vs_controls
threshold: PRIMARY: DiD <= -3.0pp for SUPPORTED. -3.0pp < DiD <= -1.0pp for partial. DiD > -1.0pp for refuted. METHOD_VALID gate: >= 4 treated, >= 3 control with both-window data.

Method

Template
event_study
Clustering
country
Sample
13 countries · 19852002
Evidence type
associational

Two-window difference-in-differences on the absolute inflation gap to the Bundesbank anchor (DEU). Pre window 1985-1991 (pre-Maastricht); post window 1996-2002 (post-Maastricht convergence-test, ending at physical euro adoption). Per-country gap closure = |post_inflation - DEU_post| - |pre_inflation - DEU_pre|. Primary statistic = mean(treated_closure) - mean(control_closure). 10y sovereign yields are dropped from the dispositive test because vintage long-run yield series for ITA/ESP/PRT/GRC across 1985-1991 are not unified on disk; yields could be added to a v2 informative arm if eurostat:irt_lt_mcby and equivalents are pinned.

Data

VariableSourceTransform
cpi_inflation
outcome
world_bank_wdi:FP.CPI.TOTL.ZGtier 2
eurostat:prc_hicp_manrtier 1
ecb:ICPtier 1
pct_change_yoy
sovereign_yield_10y
outcome
ecb:financial_markets_yields_10yrtier 1
fred:IRLTLT01tier 1
level
inflation_dispersion_eu
outcome
eurostat:prc_hicp_manrtier 1
cross_sectional_stddev
maastricht_signature_event
treatment
constructed:event date = 1992-02-07 (Maastricht Treaty signature); secondary = 1995-12 (Madrid summit naming euro)tier 5
event_date
pre_accession_eu_indicator
treatment
constructed:binary = 1 for EU pre-accession members during 1992-2002tier 5
binary
government_debt_pct_gdp
control
imf:GGXWDG_NGDPtier 2
eurostat:gov_10dd_edpt1tier 1
level
real_gdp_growth
control
world_bank_wdi:NY.GDP.MKTP.KD.ZGtier 2
pct_change_yoy
pre_treatment_inflation
control
world_bank_wdi:FP.CPI.TOTL.ZGtier 2
lag_avg_1985_1991

ready  ·  pending  ·  reconstruct-needed

Detailed result card

Maastricht convergence: discipline effect on inflation

Verdict: SUPPORTED — Treated peripheral states (ITA/ESP/PRT/GRC/IRL) narrowed their inflation gap to the German anchor by 5.81pp from 1985-1991 to 1996-2002, vs only 1.32pp for non-Eurozone controls (GBR/USA/JPN/CAN). DiD = -4.49pp (<= -3.0pp dispositive threshold). Mean treated inflation fell from 9.47% to 3.20%.

Summary

  • Pre-Maastricht window: 1985-1991.
  • Post-Maastricht / convergence-test window: 1996-2002.
  • Anchor (Bundesbank): DEU. Pre 1.85%, post 1.39%.
  • Treated periphery (ITA/ESP/PRT/GRC/IRL): mean inflation 9.47% -> 3.20%, mean gap-closure to DEU -5.81pp.
  • Non-Eurozone controls (GBR/USA/JPN/CAN): mean inflation 3.95% -> 1.53%, mean gap-closure to DEU -1.32pp.
  • DiD (primary statistic): -4.49pp. Threshold for SUPPORTED: <= -3.0pp; partial range: (-3.0, -1.0]; refuted: > -1.0pp.

Per-country results

Treated periphery:

| Country | Pre infl. | Post infl. | |gap to DEU| pre -> post | Closure | |---|---|---|---|---| | ITA | 6.26% | 2.49% | +4.40pp -> +1.10pp | -3.30pp | | ESP | 6.73% | 2.82% | +4.88pp -> +1.43pp | -3.45pp | | PRT | 12.81% | 3.02% | +10.96pp -> +1.63pp | -9.33pp | | GRC | 17.97% | 4.47% | +16.12pp -> +3.08pp | -13.04pp | | IRL | 3.59% | 3.20% | +1.74pp -> +1.81pp | +0.07pp |

Controls:

| Country | Pre infl. | Post infl. | |gap to DEU| pre -> post | Closure | |---|---|---|---|---| | GBR | 5.58% | 1.84% | +3.73pp -> +0.45pp | -3.28pp | | USA | 3.95% | 2.40% | +2.09pp -> +1.01pp | -1.08pp | | JPN | 1.72% | -0.02% | +0.14pp -> +1.41pp | +1.27pp | | CAN | 4.56% | 1.92% | +2.71pp -> +0.53pp | -2.18pp |

Method

Difference-in-differences on the absolute inflation gap to the Bundesbank anchor (DEU). For each country we compute window-mean WDI FP.CPI.TOTL.ZG over the 1985-1991 (pre-Maastricht) and 1996-2002 (post-Maastricht convergence-test) periods, then the absolute gap to DEU's window-mean. Per-country gap closure = |post-gap| - |pre-gap| (negative = convergence). Primary statistic is the difference of group-mean closures (treated - control).

Yields convergence is informative-only: vintage 10y sovereign yields for ITA/ESP/PRT/GRC across 1985-1991 are not unified on disk; falsification is on inflation alone.

Data

  • world_bank_wdi:FP.CPI.TOTL.ZG (CPI inflation, %YoY)
  • imf:GGXWDG_NGDP (general government debt %GDP, informative)

Notes

Origin is auto-generated coverage-gap stub seeded from ordoliberal framing of Maastricht as rules-binding monetary constitution producing convergence. Human review required before promotion.

Authored framework. Read the transparency note.