Here, we will provide a reanalysis of Cipora et al.'s (2019) data using hierarchical Bayesian modeling (Haaf & Rouder, 2017). The project is currently under development.
Cipora, K., van Dijck, J., Georges, C., Masson, N., Goebel, S. M., Willmes, K., … Nuerk, H. (2019). A Minority pulls the sample mean: on the individual prevalence of robust group-level cognitive phenomena – the instance of the SNARC effect. PsyArXiv. https://doi.org/10.31234/osf.io/bwyr3
Haaf, J. M., & Rouder, J. N. (2017). Developing Constraint in Bayesian Mixed Models. Psychological Methods, 22(4), 779-798. http://dx.doi.org/10.1037/met0000156.