Abstract Purpose and background Randomised controlled trials are the gold standard design to obtain knowledge of causal effects of treatments. However, not all causal questions can be answered by randomised trials for practical or ethical reasons. Target trial emulation is a conceptual framework and set of analysis methods to obtain knowledge of causal effects of treatments using observational data, and is particularly valuable when randomised trials are not feasible.