IESET.
Hypotheses·institutional quality·uae_freezone_institutional_quality_wgi_1996_2024

The UAE's free-zone, commercial-court, and state-capacity model is visible in relatively high government effectiveness, regulatory quality, rule-of-law, and market-rule scores compared with many resource-rent peers.

SUPPORTEDengine/runs/uae_freezone_institutional_quality_wgi_1996_2024

SUPPORTED - 3 of 4 metrics met threshold (support threshold 3)

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 the policy story survives a real-world data check from 1996 to 2024.

plain answer

The data clearly moved in the predicted direction. 3 of 4 metrics met threshold (support threshold 3)

why it matters

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

how the test works

It compares 6 country or place units from 1996 to 2024, using a multi metric checklist design.

what was measured
What we checked
  • Basic government quality
  • Regulatory quality
  • Rule of law
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

4 input datasets, 0 unresolved missing series, provenance status: partial provenance.

Results

engine/runs/uae_freezone_institutional_quality_wgi_1996_2024
1007550250199620102024ARESAUKWTQATOMNBHR
illustrative sketch · run pending
No coefficients yet. When the model fires, this chart will show government_effectiveness across 6 sampled countries over 1996–2024.
The shapes above are stylised — none of the lines are real data.
Placeholder for uae_freezone_institutional_quality_wgi_1996_2024. Published chart will be generated from engine/runs/uae_freezone_institutional_quality_wgi_1996_2024/chart_data.json.

Who has skin in the game — schools predicting on this

4 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.

Classical Liberalwins if SUPPORTEDschool supportedStructuralist / Developmentalistwins if SUPPORTEDschool supportedNew Institutional Economicswins if SUPPORTEDschool supportedOrdoliberalism (Freiburg School)wins if SUPPORTEDschool supported

Pre-registration

pre-registered
first-spec commit 319672d · 2026-05-04T22:36:40Z

The UAE's free-zone, commercial-court, and state-capacity model is visible in relatively high government effectiveness, regulatory quality, rule-of-law, and market-rule scores compared with many resource-rent peers.

Falsification criterion — what would disprove this

set before the run · honoured after

This hypothesis is considered falsified if:

SUPPORTED if at least 3 of 4 pre-registered metrics meet their thresholds. REFUTED if at most 1 metrics meet after available data are evaluated. Otherwise PARTIAL or INCONCLUSIVE_DATA_PENDING.

formal test & threshold
test:      uae_freezone_institutional_quality_wgi_1996_2024_local_multimetric_checklist
threshold: MET >= 3 of 4; REFUTE when MET <= 1

Method

Template
multi_metric_checklist
Clustering
none
Sample
6 countries · 1996 – 2024
Evidence type
canonical_case_multi_metric

Custom Singapore/UAE case checklist using local WDI, WGI, and Fraser EFW vintages.

Data

VariableSourceTransform
government_effectiveness
outcome
wgi:GE.ESTtier 4
annual_mean
regulatory_quality
outcome
wgi:RQ.ESTtier 4
annual_mean
rule_of_law
outcome
wgi:RL.ESTtier 4
annual_mean
efw_summary_index
outcome
fraser_efw:summary_indextier 4
endpoint_level

● ready  · ● pending  · ● reconstruct-needed

Detailed result card

Result card - uae_freezone_institutional_quality_wgi_1996_2024

Verdict: SUPPORTED - 3 of 4 metrics met threshold (support threshold 3)

Pre-registration

  • Claim: The UAE's free-zone, commercial-court, and state-capacity model is visible in relatively high government effectiveness, regulatory quality, rule-of-law, and market-rule scores compared with many resource-rent peers.
  • Falsification rule: SUPPORTED if at least 3 of 4 metrics meet their thresholds; REFUTED if at most 1 meet after available data are evaluated.
  • Falsification test: uae_freezone_institutional_quality_wgi_1996_2024_local_multimetric_checklist

Metric Results

| metric | observed | threshold | status | note | |---|---:|---|---|---| | government_effectiveness_mean | 1.028 | >= 0.90 | MET | ARE WGI GE mean = 1.028; threshold >= 0.9 | | regulatory_quality_mean | 0.913 | >= 0.75 | MET | ARE WGI RQ mean = 0.913; threshold >= 0.75 | | rule_of_law_mean | 0.345 | >= 0.60 | NOT_MET | ARE WGI RL mean = 0.345; threshold >= 0.6 | | efw_summary_2023 | 7.250 | >= 7.0 | MET | ARE EFW summary 2023 = 7.250; threshold >= 7 |

Interpretation

This is a pre-registered descriptive checklist over local vintages. It grades whether the observed case pattern clears the stated thresholds; it does not identify a single causal lever inside the policy bundle.

Sources

  • wgi:GE.EST -> data/vintages/wgi/GE.EST@2026-04-30T114242Z.parquet
  • wgi:RQ.EST -> data/vintages/wgi/GOV_WGI_RQ.EST@2026-04-30T114234Z.parquet
  • wgi:RL.EST -> data/vintages/wgi/RL.EST@2026-04-30T114245Z.parquet
  • fraser_efw:summary_index -> data/vintages/fraser_efw/summary_index@2026-05-02T220000Z.parquet

Steelman

See hypotheses/steelman/uae_freezone_institutional_quality_wgi_1996_2024.md.

Strongest opposing argument

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

Notes

Institutional-quality case deliberately separates administrative/regulatory strength from political-system evaluation.

Authored framework. Read the transparency note.