The goal of this half-day workshop is to discuss recent methodological developments in the incorporation of historical data in clinical trials. The workshop is jointly organized by the Department of Biostatistics at the EBPI, the Center for Reproducible Science at the University of Zurich and the ETH/UZH ZüKoSt Seminar on Applied Statistics.