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Here we share data and analysis scripts, which allow reproducing our results: - R script to produce Figure 1 - R script calculating ordinal alphas - Raw data file (SPSS) - Raw data file in .dat format, which is used by R scripts. It can be extracted from the SPSS datafile by running a dedicated part of the shared syntax, but we share the datafile itself to ensure interoperability. - Annotated Syntax file for all SPSS analyses - JASP file comprising Bayesian analyses and between group comparisons (frequentist and Bayesian)