Three-level meta-analysis of dependent effect sizes.
Van den Noortgate Wim, López-López José Antonio, Marín-Martínez Fulgencio, +1 more·Behavior research methods
Although dependence in effect sizes is ubiquitous, commonly used meta-analytic methods assume independent effect sizes. We describe and illustrate three-level extensions of a mixed effects meta-analytic model that accounts for various sources of dependence within and across studies, because multilevel extensions of met…