The average amount of economic output produced per job and per hour worked in Scotland
This dataset is available for download in the format(s) below, or you can find out more on the About tab.
It is also available in queryable machine-readable form - see the API tab for details.
Note: These may be large files.
Note: The production of labour productivity statistics has been put on hold while we have focussed on developing other faster economic indicators during the Covid-19 pandemic. Unfortunately there is no open data corresponding to the last published release for 2019 Quarter 4. The schedule for future productivity statistics remains under review, and the open data release will be updated upon the next release.
Labour productivity measures the amount of economic output that is produced, on average, by each unit of labour input, and is an important indicator of economic performance. Labour productivity statistics for Scotland are produced by the Scottish Government and have been designated as Official Statistics.
Labour productivity is a derived statistic which means that it is not directly estimated, but is based on separate estimates for economic output and labour input. It is calculated by dividing a measure of output (gross value added, GVA) by a measure of input (number of jobs or total number of hours worked). An increase in GVA or a decrease in jobs/hours contributes toward an increase in labour productivity whilst a decrease in GVA or an increase in jobs/hours contributes toward a decrease.
Labour input is measured in terms of the number of jobs in the economy (giving a measure of output per job), and also the total number of hours worked (giving output per hour worked). Output per hour worked is usually viewed as the most comprehensive indicator of whole economy labour productivity and taken as the headline measure. Output statistics (gross value added, GVA) are sourced from Scottish Government quarterly national accounts statistics. Labour input measures (number of jobs filled and number of hours worked) are consistent with the quarterly NUTS1 results for countries and regions published by the Office for National Statistics (ONS).
The two measures of quarterly labour productivity growth in this dataset, detailed below, are calculated using a trend-based estimate of productivity which removes irregular volatility from the series, as well as recurring seasonal features. After removal of the irregular component from the quarterly series, the average of the four quarterly indices in a year does not equate to the annual index. For data relating to annual (calendar year) labour productivity, see the Labour Productivity: Annual dataset. Local Authority
• q-on-q year ago is the percentage change (growth rate) over the year, comparing the latest quarter to the same quarter of the previous year. This growth rate is usually taken as the headline measure of quarterly labour productivity growth.
• q-on-q is the percentage change (growth rate) for the latest quarter compared to the previous quarter. This can be used to identify underlying short term changes in a more timely way than the q-on-q year ago measure.
The productivity measures are in real terms (adjusted for inflation) and are suitable for analysis of changes in performance over time. The seasonally adjusted and trend based series are indexed to a reference year (2007=100) in order to focus on movements in labour productivity since the onset of recession in 2008. An index value of more than 100 means that productivity is higher than in the reference year, and a value of less than 100 means that output is lower than in the reference year.
The indices are rounded to 4 decimal places and the growth rate measures are rounded to 1 decimal place. It is not always possible to replicate the published growth rates using rounded data, but all results are also available unrounded in the downloadable spreadsheets from the latest publication.
Further information about these statistics and the methods used to produce them is available in the background notes of the latest statistical bulletin and in the accompanying methodology document.
The data on labour productivity does not contain any personal information.
Scotland's Labour Productivity Statistics are designated as Official Statistics. All Official Statistics are produced to high professional standards set out in the Code of Practice for Official Statistics and undergo regular quality assurance reviews to ensure that they meet customer needs and are produced free from any political interference.
Labour productivity estimates are derived statistics produced using simple calculations on other source statistics. Their quality and accuracy is therefore dependent on the output and labour input data. While there are some known issues with the consistency between GVA and labour market statistics due to factors including the different survey sources, workforce residency and commuting effects, and differing definitions of business unit classifications, the data sources used to produce these estimates are all individually recognised to be of high quality and are designated as such.
Alternative statistics are available from the Office for National Statistics which are consistent with the NUTS1 Gross Value Added (Balanced approach) produced for all countries and regions of the UK. ONS estimates of GVA differ from Scottish Government estimates because of adjustments made by the Scottish Government during the production of Supply and Use Tables which balance estimates of GVA using Production and Expenditure data sources as well as Income.
Estimates of labour productivity are derived directly from GVA statistics, and are often analysed alongside GVA and GDP. It is therefore important that productivity statistics should be used in context with the GVA data they are consistent with. For users of Scottish Government GDP and Quarterly National Accounts Scotland statistics, the recommended productivity statistics are those published by the Scottish Government. Users of ONS Regional GVA statistics are recommended to continue using the ONS Regional Productivity statistics as a consistent product. Likewise, users who focus primarily on productivity statistics should ensure that any comparison to GVA or GDP makes reference to the consistent product.
For other tables, commentary and more methodology please visit the Labour Productivity statistics webpages on gov.scot.
Labour productivity is an important indicator of economic performance.
Labour productivity estimates are published quarterly.
Labour productivity estimates are derived using simple calculations on other source statistics and any revisions to these sources of data have a consequent impact on the productivity estimates.
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.
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/labour-productivity-quarterly
The metadata about this dataset are stored in the graph: http://statistics.gov.scot/graph/labour-productivity-quarterly/metadata
A breakdown by type of the 0 resources in this dataset's data graph.
|Resource type||Number of resources|
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|