The action-sentence compatibility effect (ACE) a benchmark finding for embodiment - A meta-analysis

The embodied account of language comprehension has been one of the most influentialtheoretical developments in the recent decades addressing the question how humanscomprehend and represent language. To examine its assumptions, many studies havemade use of behavioral paradigms involving basic compatibility effects. Theaction–sentence compatibility effect (ACE) is one of the most influential of thesecompatibility effects and is the most widely cited evidence for the assumptions of theembodied account of language comprehension. However, recently there have beendifficulties to extend or even to reliably replicate the ACE. The conflicting findingsconcerning the ACE and its extensions lead to the discussion whether the ACE isindeed a reliable effect or whether it might be the product of publication bias or otherdistorting research practices. In a first step we conducted a meta-analysis using arandom-effects model. This analysis revealed a small but significant effect size of theACE (d = .129, p = .007). A second meta-analytic approach supports these findings ofthe existence of an ACE (Fisher’s method: χ2 = 124.379, p < .001). Furthermore, thetask-parameter Delay occurred as a factor of interest in whether the ACE appears withpositive or negative effect direction. This meta-analysis further assessed for potentialpublication bias and suggests that there is bias in the ACE literature.