Interrelated funding streams in a multi-funder university system: Evidence from the German Exzellenzinitiative

•Interrelations among alternative sources of research funding are explored empirically.•These interrelations differ for the individual funders included in the analysis.•Successful universities in the German Exzellenzinitiativesubsequently obtained less direct funding from the federal government.