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[this is a data cube dataset] A data cube dataset in folders : Scottish Government, Labour Force

Adults (16-64 years) with low or no qualifications

Low or no qualification is SCQF level 4 or below

View as a spreadsheet
Dimensions
Dimension
Value
Age
  1. 16-24
  2. 16-64
  3. 25-34
  4. 35-49
  5. 50-64
Gender
  1. All
  2. Female
  3. Male
Measure Type
  1. Count
  2. Ratio
Reference Period
  1. 2004
  2. 2005
  3. 2006
  4. 2007
  5. 2008
  6. 2009
  7. 2010
  8. 2011
  9. 2012
  10. 2013
  11. 2014
  12. 2015
  13. 2016
  14. 2017
  15. 2018
  16. 2019
Reference Area
(showing types of area available in these data)
  1. Countries
  2. Council Areas
Download
Entire dataset
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CSVN-Triples
About the Dataset
Contact
Publisher
Scottish Government
Creator
Scottish Government
In folders
License
Issued
11/09/2020
Modified
28/03/2022
Next update due
November 2022
Description

Note: Labour Force Survey (LFS) and Annual Population Survey (APS) responses are weighted to official 2018-based population projections on demographic trends that pre-date the COVID-19 pandemic. In the Coronavirus and the impact on payroll employment article, ONS analyse the population totals used in the LFS weighting process and state their intention to make adjustments. Rates published from the LFS remain robust; however, levels and changes in levels should be used with caution. This will particularly affect estimates for country of birth, nationality, ethnicity and disability.

The new weighting LFS methodology was published on 17 May 2021 and it will be applied to Labour Force Survey results in July 2021 and Annual Population Survey results in August/September 2021.

People are classed as having low or no qualifications if they have SCQF level 4 or below. The ratio is the number of people who reported having low or no qualification divided by the number of people in employment (16-64 years). A small number with unknown qualifications are excluded from this calculation.

The data used for this indicator are taken from the Annual Population Survey (APS). The APS was introduced in January 2004 and it has replaced the Annual Local Area Labour Force Survey. The APS combines results from the Labour Force Survey (LFS) and the English, Welsh and Scottish Labour Force Survey boosts. The boosts increase the sample size which means the APS can provide more robust labour market estimates for local areas compared to the main LFS. Thus the APS is the primary source for information on local labour markets providing headline estimates on employment, unemployment and economic activity. The APS is the largest annual household survey in Scotland and provides a wealth of information about individuals' personal circumstances and their work. The LFS surveys individuals living at private households in the UK and is designed to be representative of the national population.

The Scottish Government funds the boost to the LFS sample in Scotland, taking the sample size from approximately 8,000 households for the each year to 17,000 households.

Details
Confidentiality Policy

This dataset does not contain any sensitive or personal information.

Quality Management

Details on the methodology and quality assurance of APS data can be found on the ONS website.

Estimates are not shown where the estimate is not sufficiently robust due to being based on a small sample size.

Accuracy and Reliability

Where the estimate is unreliable (i.e. the group sample size or estimate is small) or the group sample size is zero or disclosive (0-2), the data has been removed.

Coherence and Comparability

The Scottish Government publishes reports which present analysis on the labour market at Scotland and sub-Scotland levels. Note that these data are not seasonally adjusted and comparisons should only be made with the same quarter across years.

Accessibility and Clarity

Statistics from the APS are presented in reports and spreadsheets available on the Scottish Government's website.

Relevance

The APS combines results from the LFS and the English, Welsh and Scottish Labour Force Survey boosts increasing the sample size in Scotland, which means the APS can provide more robust labour market estimates compared to the main LFS, for local areas and smaller groups of the population.

Timeliness and Punctuality

This dataset is updated quarterly. However it is updated on statistics.gov.scot annually.

Revisions

In April 2019, APS data for Scotland was reweighted to 2016 population estimates. Consequently estimates for previous years (from 2012 through to 2018) may differ from previously released results.

URI

This is a linked data resource: it has a permanent unique uri at which both humans and machines can find it on the Internet, and which can be used an identifier in queries on our SPARQL endpoint.

http://statistics.gov.scot/data/adults-16-64-years-with-low-or-no-qualifications
Dimensions Linked Data

A linked data-orientated view of dimensions and values

Dimension Locked Value
Age
http://statistics.gov.scot/def/dimension/age
(not locked to a value)
Gender
http://statistics.gov.scot/def/dimension/gender
(not locked to a value)
Reference Area
http://purl.org/linked-data/sdmx/2009/dimension#refArea
(not locked to a value)
Reference Period
http://purl.org/linked-data/sdmx/2009/dimension#refPeriod
(not locked to a value)
Measure Type
http://purl.org/linked-data/cube#measureType
(not locked to a value)
Graphs

Linked Data is stored in graphs. We keep dataset contents (the data) separately from the metadata, to make it easier for you to find exactly what you need.

The data in this dataset are stored in the graph: http://statistics.gov.scot/graph/adults-16-64-years-with-low-or-no-qualifications

The data structure definition for this data cube dataset is stored in the same graph as the data: http://statistics.gov.scot/graph/adults-16-64-years-with-low-or-no-qualifications

All other metadata about this dataset are stored in the graph: http://statistics.gov.scot/graph/adults-16-64-years-with-low-or-no-qualifications/metadata

Linked Data Resources

A breakdown by type of the 6,957 resources in this dataset's data graph.

Resource type Number of resources
Collection 2
Component specification 9
Data set 1
Data structure definition 1
Observation 6,944
All metadata
In Graph http://statistics.gov.scot/graph/adults-16-64-years-with-low-or-no-qualifications/metadata
Accessibility and Clarity http://statistics.gov.scot/def/statistical-quality/accessibility-and-clarity
Statistics from the APS are presented in reports and spreadsheets available on the [Scottish Government's website](https://www.gov.scot/collections/labour-market-statistics/). xsd:string
Accuracy and Reliability http://statistics.gov.scot/def/statistical-quality/accuracy-and-reliability
Where the estimate is unreliable (i.e. the group sample size or estimate is small) or the group sample size is zero or disclosive (0-2), the data has been removed. xsd:string
Comment rdfs:comment http://www.w3.org/2000/01/rdf-schema#comment
Low or no qualification is SCQF level 4 or below xsd:string
Comparability and Coherence http://statistics.gov.scot/def/statistical-quality/comparability-and-coherence
The Scottish Government publishes reports which present [analysis on the labour market](https://www.gov.scot/Topics/Statistics/Browse/Labour-Market/Publications) at Scotland and sub-Scotland levels. Note that these data are not seasonally adjusted and comparisons should only be made with the same quarter across years. xsd:string
Confidentiality http://statistics.gov.scot/def/statistical-quality/confidentiality
This dataset does not contain any sensitive or personal information. xsd:string
Contact email http://publishmydata.com/def/dataset#contactEmail
mailto:lmstats@gov.scot
Creator dcterms:creator http://purl.org/dc/terms/creator
Scottish Government http://statistics.gov.scot/id/organisation/scottish-government
Date Issued dcterms:issued http://purl.org/dc/terms/issued
September 11, 2020 07:58 xsd:dateTime
Date Modified dcterms:modified http://purl.org/dc/terms/modified
March 28, 2022 15:51 xsd:dateTime
Description dcterms:description http://purl.org/dc/terms/description
*Note*: Labour Force Survey (LFS) and Annual Population Survey (APS) responses are weighted to official 2018-based population projections on demographic trends that pre-date the COVID-19 pandemic. In the [Coronavirus and the impact on payroll employment](https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/articles/coronavirusandtheimpactonpayrollemployment/experimentalanalysis) article, ONS analyse the population totals used in the LFS weighting process and state their intention to make adjustments. Rates published from the LFS remain robust; however, levels and changes in levels should be used with caution. This will particularly affect estimates for country of birth, nationality, ethnicity and disability. The [new weighting LFS methodology](https://www.ons.gov.uk/releases/methodologyforrecalibratinglabourforcesurveyweightsfrom2020) was published on 17 May 2021 and it will be applied to Labour Force Survey results in July 2021 and Annual Population Survey results in August/September 2021. People are classed as having low or no qualifications if they have SCQF level 4 or below. The ratio is the number of people who reported having low or no qualification divided by the number of people in employment (16-64 years). A small number with unknown qualifications are excluded from this calculation. The data used for this indicator are taken from the Annual Population Survey (APS). The APS was introduced in January 2004 and it has replaced the Annual Local Area Labour Force Survey. The APS combines results from the Labour Force Survey (LFS) and the English, Welsh and Scottish Labour Force Survey boosts. The boosts increase the sample size which means the APS can provide more robust labour market estimates for local areas compared to the main LFS. Thus the APS is the primary source for information on local labour markets providing headline estimates on employment, unemployment and economic activity. The APS is the largest annual household survey in Scotland and provides a wealth of information about individuals' personal circumstances and their work. The LFS surveys individuals living at private households in the UK and is designed to be representative of the national population. The Scottish Government funds the boost to the LFS sample in Scotland, taking the sample size from approximately 8,000 households for the each year to 17,000 households. xsd:string
Graph http://publishmydata.com/def/dataset#graph
http://statistics.gov.scot/graph/adults-16-64-years-with-low-or-no-qualifications
Has a SPARQL endpoint at void:sparqlEndpoint http://rdfs.org/ns/void#sparqlEndpoint
http://statistics.gov.scot/sparql
http://publishmydata.com/def/dataset#nextUpdateDue http://publishmydata.com/def/dataset#nextUpdateDue
November 2022 xsd:string
In folder http://publishmydata.com/def/ontology/folder/inFolder
Scottish Government http://statistics.gov.scot/def/concept/folders/organisations/scottish-government
Labour Force http://statistics.gov.scot/def/concept/folders/themes/labour-force
Label rdfs:label http://www.w3.org/2000/01/rdf-schema#label
Adults (16-64 years) with low or no qualifications xsd:string
License dcterms:license http://purl.org/dc/terms/license
http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
Publisher dcterms:publisher http://purl.org/dc/terms/publisher
Scottish Government http://statistics.gov.scot/id/organisation/scottish-government
Quality Management http://statistics.gov.scot/def/statistical-quality/quality-management
Details on the methodology and quality assurance of APS data can be found on the [ONS website](https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/employmentandemployeetypes/methodologies/annualpopulationsurveyapsqmi). Estimates are not shown where the estimate is not sufficiently robust due to being based on a small sample size. xsd:string
References dcterms:references http://purl.org/dc/terms/references
http://statistics.gov.scot/help http://statistics.gov.scot/help
Relevance http://statistics.gov.scot/def/statistical-quality/relevance
The APS combines results from the LFS and the English, Welsh and Scottish Labour Force Survey boosts increasing the sample size in Scotland, which means the APS can provide more robust labour market estimates compared to the main LFS, for local areas and smaller groups of the population. xsd:string
Revisions http://statistics.gov.scot/def/statistical-quality/revisions
In April 2019, APS data for Scotland was reweighted to 2016 population estimates. Consequently estimates for previous years (from 2012 through to 2018) may differ from previously released results. xsd:string
Theme dcat:theme http://www.w3.org/ns/dcat#theme
Scottish Government http://statistics.gov.scot/def/concept/folders/organisations/scottish-government
Labour Force http://statistics.gov.scot/def/concept/folders/themes/labour-force
Timeliness and Punctuality http://statistics.gov.scot/def/statistical-quality/timeliness-and-punctuality
This dataset is updated quarterly. However it is updated on [statistics.gov.scot](http://statistics.gov.scot/data/adults-16-64-years-with-low-or-no-qualifications) annually. xsd:string
Title dcterms:title http://purl.org/dc/terms/title
Adults (16-64 years) with low or no qualifications xsd:string
Type rdf:type http://www.w3.org/1999/02/22-rdf-syntax-ns#type
Data set http://purl.org/linked-data/cube#DataSet
Dataset http://publishmydata.com/def/dataset#Dataset
http://publishmydata.com/def/dataset#LinkedDataset
In Graph http://statistics.gov.scot/graph/adults-16-64-years-with-low-or-no-qualifications
Structure qb:structure http://purl.org/linked-data/cube#structure
http://statistics.gov.scot/data/structure/adults-16-64-years-with-low-or-no-qualifications http://statistics.gov.scot/data/structure/adults-16-64-years-with-low-or-no-qualifications
Type rdf:type http://www.w3.org/1999/02/22-rdf-syntax-ns#type
Data set http://purl.org/linked-data/cube#DataSet
Machine-readable formats

In addition to this bookmarkable html page, this dataset metadata is also available for our robot customers in the following machine-readable formats. Please refer to the API documentation for more details.

dataset metadata JSON RDF/XML Turtle N-Triples Atom