This short SEED working paper is designed to highlight the value of and the pitfalls in combining and comparing data across large scale representative population cohorts. It was carried out as part of the Norface DIAL initiative by the SEED project (Social InEquality and its Effects on child Development: A study of birth cohorts in the UK, Germany and the Netherlands).