MENA Open Data & Evidence Lab
Research Release 001 · 17 August 2026

What changes when the source itself becomes part of the research question?

Release 001 publishes official-statistics forensics, a five-country labour-comparability audit, seven flagship research programmes and a provenance architecture that treats language, vintage, methodology and missing metadata as research objects.

Official sourcesVersioned evidenceNo inferred release timesMissing stays missing
1–16

calendar days between Arabic and English public-file timestamps across six matched Jordan archive pairs.

Release Forensics 001 · Jordan

The public evidence trail can have a language timestamp.

Across six matched Department of Statistics archive pairs, the English file timestamp followed the Arabic file timestamp by 6, 3, 10, 1, 13 and 16 calendar days. The sample mean is 8.2 days and the median is 8 days. These are file-archive timestamps, not inferred first-dissemination times.

6
CPI FEB
3
CPI MAR
10
CPI MAY
1
CPI JUN
13
LFS Q4
16
LFS Q1

N=6 MATCHED FILE PAIRS · OBSERVED DIRECTORY TIMESTAMPS · RETRIEVED 17 AUG 2026

Same Label, Different Statistic · Data Note 002

Five countries publish unemployment. The metadata underneath it is not equally visible.

The expanded audit covers Jordan, Egypt, Morocco, Saudi Arabia and the UAE. Morocco and Saudi Arabia explicitly document recent labour-survey redesigns; the UAE publishes federal labour-force data and a 2024 headline unemployment rate, but the reviewed public pages did not expose age framework, denominator and population perimeter with enough precision for us to code them as resolved.

CountryAge frameworkPopulation / measurement perimeterMethod-change stateMetadata state
Jordan15+Outputs distinguish Jordanian and non-Jordanian populationsNo 2026 redesign flagged hereResolved for this audit
Egypt15+ in reviewed survey metadataEgyptian civilian labour force inside the StateNo 2026 redesign assessedPerimeter documented
Morocco15+Labour force vs outside-labour-force; potential labour force explicitEMO2026 new-generation surveyHigh detail
Saudi Arabia15+Saudi + non-Saudi residents in private housing, all 13 regionsQ1 2025 questionnaire redesign; updated ICLS/ICSE standardsHigh detail
UAEUnresolved from reviewed pagesFederal series exists; exact denominator/perimeter not codedNo redesign conclusion madePartial

Why the method-change flag matters

Cross-country comparison fails quietly when a chart carries values but drops the measurement history.

Morocco · 2026

New survey generation

HCP describes EMO2026 as the first of a new generation of labour-force surveys aligned with recent international labour-statistics standards. Release 001 therefore treats 2026 as a methodological event, not an ordinary continuation point.

Saudi Arabia · Q1 2025

Questionnaire redesign

GASTAT documents a redesigned LFS questionnaire, continuous weekly sampling and adoption of updated employment-status and informal-employment standards. The metadata belongs beside the rate.

Seven flagship programmes

The Lab is organized around recurring research objects, not isolated posts.

01

MENA Inflation & Price Measurement Observatory

Price levels, basket/base changes, inflation, release timing, revisions and comparability breaks.

02

MENA Labour Market Comparability Project

Population perimeter, denominator, age framework, nationality and classification architecture.

03

Firm AI Adoption & Labour Adjustment

Source-coded firm evidence separating strategy language, operational deployment and measurable labour outcomes.

04

Official Statistics Revision & Vintage Archive

First-release versus current values, historical vintages and methodology changes.

05

MENA Funding & Procurement Intelligence

Normalized official-source procurement, award and buyer evidence.

06

MENA Economic Release Calendar

Publisher-linked release dates and times only when verified.

07

MENA Evidence Lineage Project

Claim → source → observation → transformation → output, with language, vintage, hash and validation state.

Research objects now exposed

ObjectStateEvidenceNext gate
Jordan language-timing auditPublished forensic audit6 matched file pairs · 1–16 day observed gapsScale to larger archive sample and additional countries
Five-country unemployment comparabilityPublished Data NoteJordan · Egypt · Morocco · Saudi Arabia · UAEDefinition-level UAE resolution + historical method mapping
Jordan CPI H1 2026Published Evidence BriefOfficial Jan–Jun headline CPIComponents + release timing
Funding & Procurement IntelligenceLive11,799 normalized MENA award records in current perimeterBroaden official-source perimeter
Firm AI Adoption & Labour AdjustmentCollection176 numeric firm-years · 168 source-hash linkedComplete collection + independent second coding
Official Price Release ObservatoryRelease candidate48 geography-month rows · 195 observations · 30 official linksIndependent source audit

Research standard

Release 001 records what was directly observed and keeps inference separate. File timestamps remain file timestamps. Missing metadata remains missing. A method redesign is carried as a structural attribute of an observation rather than buried in prose. A public headline statistic is not treated as fully comparable merely because another country publishes a statistic with the same label.

Suggested citation: MENA Open Data & Evidence Lab (2026). Research Release 001: Official-statistics forensics, labour comparability and evidence lineage. Version 1.1, 17 August 2026.