What are the Limitations of Trim and Fill Analysis?
Despite its usefulness, trim and fill analysis has some limitations:
It assumes that the asymmetry is solely due to publication bias, which may not always be the case. The method can sometimes overestimate or underestimate the number of missing studies. It relies on the assumption that the effect sizes of the missing studies are similar to those of the included studies.