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While there is a considerable body of evidence on the influence of individual and situational, and to a lesser extent community factors, on police use of force, little is known about the influence of police agency factors on use of force by police. Greater use of community policing approaches has recently been recommended for U.S. policing agencies, in the wake of a series of high-profile police-involved deaths of predominantly African American citizens. However, there is limited empirical evidence that community policing can influence or impact the use of force by police. The current study uses an online survey of Australian police officers to examine whether frequency of community engagement affects officers' attitudes towards coercive and non-coercive policing responses to a vignette, and whether social distance might explain this relationship. Regression analyses demonstrated that community engagement was positively related to endorsement of non-coercive policing responses and negatively related to endorsement of coercive policing responses. Social distance mediated the former relationship, but not the latter. These results suggest that community policing approaches may increase the propensity for non-coercive policing responses, and that a reduction in social distance to the community is one pathway through which this occurs. [ABSTRACT FROM AUTHOR]

The analysis of geographically referenced data, specifically point data, is predicated on the accurate geocoding of those data. Geocoding refers to the process in which geographically referenced data (addresses, for example) are placed on a map. This process may lead to issues with positional accuracy or the inability to geocode an address. In this paper, we conduct an international investigation into the impact of the (in)ability to geocode an address on the resulting spatial pattern. We use a variety of point data sets of crime events (varying numbers of events and types of crime), a variety of areal units of analysis (varying the number and size of areal units), from a variety of countries (varying underlying administrative systems), and a locally-based spatial point pattern test to find the levels of geocoding match rates to maintain the spatial patterns of the original data when addresses are missing at random. We find that the level of geocoding success depends on the number of points and the number of areal units under analysis, but generally show that the necessary levels of geocoding success are lower than found in previous research. This finding is consistent across different national contexts. [ABSTRACT FROM AUTHOR]

Extant research on police use of force has established that force is not distributed evenly across communities, with minority threat, ecological contamination, and social disorganisation some of the most common theories used to understand the distribution of police use of force in the US. The current study aimed to test the relevance of these theories for explaining the distribution of serious police use of force events in Australia. We tested a use of force frequency model using negative binomial regression, and a use of force severity model using ordered logistic multilevel modelling. Results demonstrated support for ecological contamination theory, social disorganisation and partial support for socio-economic disadvantage in predicting the frequency of serious police use of force events across communities, while minority threat theory was not supported. In contrast, results suggested that individual and situational factors are more influential in predicting force severity than community characteristics. [ABSTRACT FROM AUTHOR]