Youth not in employment, education or training

It belongs to Education, Skills, and Human Development, the part of the welfare catalog concerned with learning, educational progression, capabilities, and access to future opportunities. The exact stored unit is Percentage of population aged 15-24 years, the geographic presentation is global, the data publisher is Organisation for Economic Co-operation and Development, and the immutable numerical identity is OECD.WISE.WDP,DSDHSL@DFHSLCWB,1.1#24#AGE=T|DOMAIN=HSL2|EDUCATIONLEV=T|SEX=T|UNITMEASURE=PTPOPY15T24#identity. The preliminary catalog candidate 58 is reconciled to the exact official series “Youth not in employment, education or training” in Percentage of population aged 15-24 years. This is a deliberate canonical correction: the database title names what the values actually measure, while the input wording remains in the reconciliation and audit trail. No hidden proxy label, fallback series, or silently substituted denominator remains. For catalog item 58, the provider definition is: Youth not in employment, education or training in the OECD Current Well-being dataflow, selected with AGE=T|DOMAIN=HSL2|EDUCATIONLEV=T|SEX=T|UNITMEASURE=PTPOPY15T24. The dataset supplies country observations and status flags under one common SDMX structure; the displayed global comparison is an explicitly disclosed unweighted mean, not an OECD-published world total. That definition controls the denominator, population, reporting instrument, and statistical meaning. This Indicator records an observed outcome; it does not assert why that outcome changed. Welfare assessment for item 58 uses lowerisbetter. Lower observations are treated as better welfare relative to the dated comparative reference. The direction applies to the stored official measure after the disclosed transformation, if any, rather than being inferred from an emotionally positive or negative title. No mathematical transformation is applied before persistence. Keeping title, series identity, unit, scope, transformation, and interpretation together prevents the record from mixing incompatible measurement concepts. The numerical observations for catalog item 58 were retrieved from OECD Well-being Data Monitor — Current Well-being through https://sdmx.oecd.org/public/rest/v1/data/OECD.WISE.WDP,DSDHSL@DFHSLCWB,1.1/?startPeriod=2018&endPeriod=2025 (opens in a new tab). The provider landing page is https://sdmx.oecd.org/public/rest/v1/data/OECD.WISE.WDP,DSDHSL@DFHSLCWB,1.1/?startPeriod=2018&endPeriod=2025 (opens in a new tab). The research package records the access date, exact dataset and series identifiers, dimension key AGE=T|DOMAIN=HSL2|EDUCATIONLEV=T|SEX=T|UNITMEASURE=PTPOPY15T24, unit, provider metadata, transformation, and yearly aggregation label. The bounded Source and Evidence records can therefore reproduce which numbers were used without treating a generic homepage as row-level proof. Measurement provenance for item 58 follows this provider method: The OECD dataset is country-based, so each displayed year is an unweighted mean of the economies reporting the exact same measure, unit, and dimension key. This aggregation supports a transparent global comparison but is not described as an OECD-published world total. 2018 combines 39 reporting economies; 2019 combines 39 reporting economies; 2020 combines 36 reporting economies; 2021 combines 36 reporting economies; 2022 combines 41 reporting economies; 2023 combines 41 reporting economies; 2024 combines 38 reporting economies. The output keeps full numerical precision through NormalLine, deviation, and interpretation calculations. Display clients may round for readability, but the persisted value is not squeezed into a zero-to-one score and is not rounded before calculation. The item 58 NormalLine starts on 2018-01-01 at 8.425608381 Percentage of population aged 15-24 years. 25th percentile of provider-published reporting-economy observations in the selected series and dimensions. The calculation keeps the source unit, dimensions, and transformation fixed and is a comparative reference rather than an invented statutory target. For zeroisnorm, the value is exactly zero and is never relaxed because non-zero observations are common. For every item 58 point, normallinevalue copies that dated line and deviationfromnormal is stored in raw-unit terms as observation minus NormalLine. Arithmetic sign and welfare sign are separate. A positive raw deviation is adverse for lowerisbetter, favourable for higherisbetter, and adverse above zero for zeroisnorm. The custom governance score retains its provider scale and uses the public methodology explanation rather than title sentiment. The complete retained sequence is 2018: 12.0780876035 Percentage of population aged 15-24 years; 2019: 11.7319169266 Percentage of population aged 15-24 years; 2020: 12.4499692671 Percentage of population aged 15-24 years; 2021: 13.0337646494 Percentage of population aged 15-24 years; 2022: 12.6069571626 Percentage of population aged 15-24 years; 2023: 11.2311655542 Percentage of population aged 15-24 years; 2024: 12.1429523543 Percentage of population aged 15-24 years. The first observation is 12.0780876035 Percentage of population aged 15-24 years in 2018 and the latest is 12.1429523543 Percentage of population aged 15-24 years in 2024. The absolute change is 0.0648647508 Percentage of population aged 15-24 years, equivalent to 0.537044877711% of the absolute starting level. The minimum observed value is 11.2311655542 Percentage of population aged 15-24 years, and the maximum is 13.0337646494 Percentage of population aged 15-24 years. For catalog item 58, the latest observation differs from the NormalLine by 3.7173439733 Percentage of population aged 15-24 years and is classified as negative under lowerisbetter. That classification is a deterministic comparison, not a causal explanation or editorial verdict. A movement may reflect real change, altered reporting coverage, revised estimates, a changed survey frame, or several of those at once. There are 7 retained item 58 observations in the selected 2018-2025 research window. The retained observations satisfy the minimum temporal rule without interpolation, extrapolation, or forward filling. Missing years are absent observations, not zeroes. The sequence is intentionally irregular when the official source is irregular, because a smooth-looking line created by invented values would be methodologically false. The displayed global item 58 sequence has one consistent numerical identity: OECD.WISE.WDP,DSDHSL@DFHSLCWB,1.1#24#AGE=T|DOMAIN=HSL2|EDUCATIONLEV=T|SEX=T|UNITMEASURE=PTPOPY15T24#identity. No second source series is spliced into a gap, no latest value is copied into a missing year, and no country-only observation is relabelled as a World value. If the source later adds or revises an observation, the update must arrive as a new reviewed research package with its own checksum and audit record. A defensible graph edge requires an existing Driver, direction, strength, lag, confidence, and Source/Evidence that supports the mechanism. The outcome series alone cannot establish that causal chain. For item 58, importance weight 0.8 is generated by indicator-importance-rubric-v1. Its five committed components are directness 0.85, population reach 0.75, persistence 0.9, effect on human capabilities 0.75, and overlap control 0.85. The formula weights them 0.35, 0.25, 0.20, 0.15, and 0.05, then rounds to the nearest 0.05. The value is deterministic and reproducible; it is not an intuitive score assigned while drafting prose. The 2018-2024 sequence for item 58 is too short for strong causal or structural claims. Cross-economy comparability can be affected by institutional definitions, survey coverage, modelled estimates, missing observations, classification practices, revisions, and unequal statistical capacity. A global aggregate or unweighted reporting-economy mean can also conceal distributional extremes and should not be used as an individual-level estimate. The item 58 NormalLine is a transparent comparative reference, not a claim that every jurisdiction has the same legal target or feasible frontier. The source may revise both historical points and metadata. Any later refresh must preserve the earlier Source, Evidence, checksum, and audit trail; it must not mutate the meaning of an already reviewed series identity.