This dataset presents a cluster analysis of UK universities based on four synthetic environments: social, cultural, physical and economic. These were developed based on variables that represented an educational ecosystem of well-being. The cluster analysis was initially linked to the LSYPE-Secure dataset using the UKPRNs (i.e. higher education institutional number) and hence the cluster analysis used data from around 2009-2012 to represent Wave 6 and Wave 7 of the LSYPE-Secure dataset.
The cluster analysis was based on using a variety of variables available from HESA and the Office for Students (OfS) to represent these environments, for example:
Social: had demographics of students and staff including ethnicity and sex
Cultural: had data on research and teaching scores
Economic: had data on student: staff ratio and expenditure
Physical: had data related to the built and natural environment including residential sites, blue and green spaces