Not as Simple as It Looked: Are We Concluding for Biased Arrest Practices?
<|reference_start|>Not as Simple as It Looked: Are We Concluding for Biased Arrest Practices?: This study examines racial disparities in violent arrest outcomes, challenging conventional methods through a nuanced analysis of Cincinnati Police Department data. Acknowledging the intricate nature of racial disparity, the study categorizes explanations into types of place, types of person, and a combination of both, emphasizing the impact of neighborhood characteristics on crime distribution and police deployment. By introducing alternative scenarios, such as spuriousness, directed policing, and the geo-concentration of racial groups, the study underscores the complexity of racial disparity calculations. Employing a case study approach, the analysis of violent arrest outcomes reveals approximately 40 percent of the observed variation attributed to neighborhood-level characteristics, with concentrated disadvantage neutralizing the influence of race on arrest rates. Contrary to expectations, the study challenges the notion of unintentional racism, suggesting that neighborhood factors play a more significant role than the racial composition in explaining arrests. Policymakers are urged to focus on comprehensive community development initiatives addressing socioeconomic inequalities and support the development of robust racial disparity indices. The study calls for nuanced explorations of unintentional racism and future research addressing potential limitations, aiming to enhance understanding of the complexities surrounding racial disparities in arrests.<|reference_end|>
@article{ozer2024not,
    title={Not as Simple as It Looked: Are We Concluding for Biased Arrest
  Practices?},
    author={Murat Ozer, Halil Akbas, Ismail Onat, Mehmet Bastug, Arif Akgul, Nelly
  ElSayed, Zag ElSayed, Multu Koseli, Niyazi Ekici},
    journal={arXiv preprint arXiv:2406.11867},
    year={2024},
    archivePrefix={arXiv},
    eprint={2406.11867},
    primaryClass={cs.CY}
}