The Output Area Classification (OAC)

The Output Area Classification (OAC) distils key results from the 2001 Census as a multidimensional geodemographic classification. For each Output Area it presents a descriptive typology representing the average characteristics of people living within these areas. The classification was developed by Dan Vickers while at the University of Leeds and in collaboration with the ONS. The classification is supported by an active user group. For more information on OAC and Geodemographicsa in general see the "Getting Started" section of the OAC User Group website.

How was OAC created?

The Output Area Classification was created by calculating a series of rates for 41 variables extracted from the 2001 Census at Output Area (OA) level. The log of these variables was then taken, and these data further range standardised. Three levels were selected for the final classification and a k-means cluster analysis was used to aggregate the data at Output Areas into 7 Supergroups. The OAswithin these 7 Supergroupswere then divided to create 21 Groups. The 21 Groups were then divided again to create 52 Subgroups.

London Output Area Classification

This classification was an attempt at improving the OAC for London specific applications. The data and methodology which created this classification was exactly the same as OAC with a difference in the standardisation procedure. Instead of standardising the input data against the whole of th UK, the data was stanrdadised against London. The purpose of this analysis was to pick up those clusters of neighbourhoods which are specific to London

Where can I find out more?

Output Area Classification User Group

National Statistics Website on OAC

University of Sheffield website on OAC

Dan Vickers Personal Homepage