Figure 4.

Overview of the final Linear Mixed effects Models of Participants’ Engagement, Agreement and Predictability Ratings (A to C). Filled arrows indicate positive relations (e.g., longer paths predict higher agreement ratings), empty arrows indicate negative relations (e.g. later time predicts lower engagement ratings). In line with the overview presented in Fig. 2, the colour of the boxes/predictors indicates their class of observation: (blue) gaming behaviour, (green) finger movement, (red) personality traits. Time and game condition, as generic contextual factors, are shown in (white). Annotated numbers represent predictor estimates.