IESET.
Hypotheses·resource rents·uae_oil_rent_diversification_services_1990_2024

The UAE diversification model reduced direct oil-rent dependence and expanded services, while still retaining hydrocarbon-export exposure.

The claim is deliberately two-sided: support requires services and oil-rent metrics to improve, but fuel-export dependence remains a risk metric.

SUPPORTEDengine/runs/uae_oil_rent_diversification_services_1990_2024

SUPPORTED - 4 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 1990 to 2024.

plain answer

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

why it matters

This matters because resource rents 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 1990 to 2024, using a multi metric checklist design.

what was measured
What we checked
  • Oil rents share income
  • Services value added share
  • Fuel exports share
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_oil_rent_diversification_services_1990_2024
1007550250199020072024ARESAUKWTQATOMNBHR
illustrative sketch · run pending
No coefficients yet. When the model fires, this chart will show oil_rents_share_gdp across 6 sampled countries over 1990–2024.
The shapes above are stylised — none of the lines are real data.
Placeholder for uae_oil_rent_diversification_services_1990_2024. Published chart will be generated from engine/runs/uae_oil_rent_diversification_services_1990_2024/chart_data.json.

Pre-registration

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

The UAE diversification model reduced direct oil-rent dependence and expanded services, while still retaining hydrocarbon-export exposure. The claim is deliberately two-sided: support requires services and oil-rent metrics to improve, but fuel-export dependence remains a risk metric.

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_oil_rent_diversification_services_1990_2024_local_multimetric_checklist
threshold: MET >= 3 of 4; REFUTE when MET <= 1

Method

Template
multi_metric_checklist
Clustering
none
Sample
6 countries · 1990 – 2024
Evidence type
canonical_case_multi_metric

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

Data

VariableSourceTransform
oil_rents_share_gdp
outcome
world_bank_wdi:NY.GDP.PETR.RT.ZStier 2
endpoint_change
services_value_added_share
outcome
world_bank_wdi:NV.SRV.TOTL.ZStier 2
endpoint_change
fuel_exports_share
outcome
world_bank_wdi:TX.VAL.FUEL.ZS.UNtier 2
endpoint_change

● ready  · ● pending  · ● reconstruct-needed

Detailed result card

Result card - uae_oil_rent_diversification_services_1990_2024

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

Pre-registration

  • Claim: The UAE diversification model reduced direct oil-rent dependence and expanded services, while still retaining hydrocarbon-export exposure. The claim is deliberately two-sided: support requires services and oil-rent metrics to improve, but fuel-export dependence remains a risk metric.
  • 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_oil_rent_diversification_services_1990_2024_local_multimetric_checklist

Metric Results

| metric | observed | threshold | status | note | |---|---:|---|---|---| | oil_rents_share_decline | 19.643 | >= 15pp decline | MET | ARE oil rents/GDP decline = 19.643; threshold >= 15 | | services_va_share_gain | 14.862 | >= 10pp increase | MET | ARE services VA share change = 14.862; threshold >= 10 | | fuel_exports_share_decline_post_2000 | 25.641 | >= 15pp decline | MET | ARE fuel exports share decline 2000-2023 = 25.641; threshold >= 15 | | trade_openness_mean | 147.634 | >= 140% of GDP mean | MET | ARE trade/GDP mean = 147.634; threshold >= 140 |

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

  • world_bank_wdi:NY.GDP.PETR.RT.ZS -> data/vintages/world_bank_wdi/NY.GDP.PETR.RT.ZS@2026-04-30T115050Z.parquet
  • world_bank_wdi:NV.SRV.TOTL.ZS -> data/vintages/world_bank_wdi/NV.SRV.TOTL.ZS@2026-04-30T140038Z.parquet
  • world_bank_wdi:TX.VAL.FUEL.ZS.UN -> data/vintages/world_bank_wdi/TX.VAL.FUEL.ZS.UN@2026-04-30T115204Z.parquet
  • world_bank_wdi:NE.TRD.GNFS.ZS -> data/vintages/world_bank_wdi/NE.TRD.GNFS.ZS@2026-04-30T135618Z.parquet

Steelman

See hypotheses/steelman/uae_oil_rent_diversification_services_1990_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

Uses 2000-2023 for fuel-export trend because early UAE fuel-export series has sparse/noisy 1980s-1990s values.

Authored framework. Read the transparency note.