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  • Spatiotemporal Association Between Temperature and Assaults: A Generalized Linear Mixed-Model Approach

    Author(s)
    Jung, Y
    Kim, D
    Piquero, AR
    Griffith University Author(s)
    Piquero, Alex R.
    Year published
    2020
    Metadata
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    Abstract
    We aim to analyze the association between temperature and assault at highly disaggregated spatial units with great temporal resolution to investigate their spatiotemporal dynamics. We applied generalized linear mixed models (GLMMs) to assault and weather data from 2015, aggregated weekly at 424 subdistricts in Seoul, South Korea, controlling for various socioeconomic and environmental variables. Analyses revealed a positive and significant linear association between temperature and assaults and a few small but significant interaction effects that relate to an increase in assaults. A more enhanced understanding of the ...
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    We aim to analyze the association between temperature and assault at highly disaggregated spatial units with great temporal resolution to investigate their spatiotemporal dynamics. We applied generalized linear mixed models (GLMMs) to assault and weather data from 2015, aggregated weekly at 424 subdistricts in Seoul, South Korea, controlling for various socioeconomic and environmental variables. Analyses revealed a positive and significant linear association between temperature and assaults and a few small but significant interaction effects that relate to an increase in assaults. A more enhanced understanding of the spatiotemporal relationship between temperature and crime would provide useful implications for targeted crime prevention and resource allocations
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    Journal Title
    Crime and Delinquency
    DOI
    https://doi.org/10.1177/0011128719834555
    Note
    This publication has been entered into Griffith Research Online as an Advanced Online Version.
    Subject
    Criminology
    Publication URI
    http://hdl.handle.net/10072/385976
    Collection
    • Journal articles

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