What is a high-quality research environment?

Data associated with the manuscript "What is a high-quality research environment?".

Variables:

Institution UKPRN code - unique code for each University

Institution name - University name

Main panel - Main panel code

Unit of assessment number - UoA number

University_UoA - University & UoA combined variable

Unit of assessment name - UoA name

Multiple submission letter - If there were multiple submissions from a single institution

Multiple submission name - Name of multiple submission

Joint submission - If submission was from multiple institutions

TotalPhDs - Total number of PhD graduations across assessment period

PhDsPerFTE - Total PhDs graduated across assessment period per FTE returned

TotalIncome - Total research income (all sources, not in kind) across assessment period

IncomePerFTE - Total research income across assessment period per FTE

FTE

env4* - % of 4* activity in environment component of return

env3* - % of 3* activity in environment component of return

env2* - % of 2* activity in environment component of return

env1* - % of 1* activity in environment component of return

env0* - % of unclassified activity in environment component of return

FTEpercent - percentage of research active staff returned to REF

envGPA - Linear combination of environment profile scores

ZPhDsPerFTE - Standardised (within UoAs) score of PhDsPerFTE

ZIncomePerFTE - Standardised (within UoAs) score of IncomePerFTE

ZFTE - Standardised (within UoAs) score of FTE

ZFTEpercent - Standardised (within UoAs) score of FTEpercent

ZenvGPA - Standardised (within UoAs) score of envGPA

PDF File - Name of pdf file (downloaded from REF website)

T1 - Education - proportion of words (excluding stop words) from Topic 1 Education (and so on for T2, T3, etc)

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