In this component, analysis scripts for the data (https://osf.io/cgbx4/?view_only=e73f4ed94d1548818b15d319545a98d6) and codebooks are provided. The Syntax_Merge_DriversDarkside.sps file is a script that works in SPSS. This code should be run first on the de-identified datafile (Darkside_Raw.sav) provided in the data component and on the de-identified datafile (Drivers&Managers_CompleteShort.sav). Download the data file from here: https://osf.io/682ux/download. In this file local paths have to be added when necessary (see comments marked by asterisks in the syntax file). This code generates the file Darkside_Raw_Elaborated and Drivers&Darkside.sav . The Syntax_Split file_Predictive_Validity.sps file is a script that works in SPSS. This code should be run on the datafile (Drivers&Darkside.sav) provided in the data component. In this file local paths have to be added when necessary (see comments marked by asterisks in the syntax file). This code generates the file DriversDarkside_1.sav and DriversDarkside_2.sav. Additionally the syntax recreates the predictive validity analysis presented in the paper. The Syntax Merge Pilot and DriversDarkside_2 file is a script that works in SPSS. This code should be run last on the datafile Pilotstudy_Elaborated.sav (raw data can be found here: https://osf.io/yv6qd/?view_only=4c4b5e5791494171a553f79cfa592d21) and DriversDarkside_2.sav. In this file local paths have to be added when necessary (see comments marked by asterisks in the syntax file). This code generates the file PilotDriversDarkside_2.sav. The Syntax DriversDarkside_1_EFA recreates the Exploratory Factor Analysis presented in the paper and should be run in JASP. The Syntax (CFA_Italian and English Sample) and (Invariance_Measure_R) recreate the analysis for the Confirmatory factor analysis and the invariance measure presented in this paper and should be run in R.