This paper compares survey based labour earnings data for English graduates, taken from the UK's Labour Force Survey (LFS), with the UK Government administrative sources of official individual level earnings data. This type of administrative data has few sample selection issues, is substantially...

We study the relative labour market wage outcomes of university graduates in the UK using the Labour Force Survey (LFS), matched to mean standardised admission scores at the institution *subject* cohort level using data on high school achievement scores of students admitted to these courses....