“…Common approaches are difference-in-difference estimators (Ashenfelter & Card, 1984;Lechner et al, 2011), the regression discontinuity design (Thistlethwaite & Campbell, 1960;Imbens & Lemieux, 2008;Cattaneo et al, 2019), interrupted time series analysis (Cook et al, 1979;Bernal et al, 2017), and synthetic control analysis (Abadie et al, 2010), among others. In the context of policing and criminology, these ideas have been used to address important issues, such as whether increased oversight of police leads to increases in crime and decreased effectiveness of the police force (Ba & Rivera, 2019), quantifying the impact of a penalty system for drivers in Italy on traffic incidents and traffic-related fatalities (De Paola et al, 2013), or estimating the heterogeneous effects of neighborhood policing Beck et al, 2020).…”