“…Most studies on deterrence (including the current one) examine the impact of the total number of arrests or the general arrest-crime ratio on (general or offense-specific) risk perceptions (e.g., Pogarsky et al, 2004, 2005; Schulz, 2014). They conduct this “global” analysis because arrests are a rare phenomenon (see Kaiser et al, 2022; Lochner, 2007), and the power to analyze their effects can be increased by aggregating arrests across different offense types. 20 A problem with this aggregation is, however, that deterrence theory and the underlying rational choice theories assume that deterrence processes operate (primarily) in an offense-specific manner (Anwar and Loughran, 2011; Paternoster, 1989; but see Stafford and Warr, 1993).…”