“…This design framework can be applied to mimic a hypothetical trial or contribute to existing knowledge, especially when data from randomised controlled trials are unavailable [ 17 ]. During the COVID-19 pandemic, this framework was used in a wide range of evaluations, i.e., drug therapies [ 18 , 19 , 20 , 21 , 22 , 23 , 24 ], extracorporeal membrane oxygenation [ 25 , 26 ], vaccine effectiveness [ 27 , 28 ], non-pharmaceutical interventions, and policy evaluations [ 29 ]. To emulate a trial, there are two common methods: the cloning approach and the sequential trial approach [ 17 , 30 ].…”