Calculating the Expected Value of Sample Information for Observational Studies affected by Confounding
This methodology extends EVSI when future evidence is expected to be observational and affected by confounding, enabling value-of-information analysis in more realistic and feasible data collection scenarios and provides a principled approach to sample size planning when observational evidence is anticipated.