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

Simple item page
dc.contributor.ORCID0000-0002-1428-1451 (Kim, D)
dc.contributor.ORCID0000-0003-4198-4985 (Piquero, AR)
dc.contributor.VIAF2088022 (Piquero, AR)
dc.contributor.authorJung, Yeondae
dc.contributor.authorKim, Dohyeong
dc.contributor.authorPiquero, Alex R.
dc.contributor.utdAuthorJung, Yeondae
dc.contributor.utdAuthorKim, Dohyeong
dc.contributor.utdAuthorPiquero, Alex R.
dc.date.accessioned2019-11-08T21:35:24Z
dc.date.available2019-11-08T21:35:24Z
dc.date.created2019-03-22
dc.descriptionDue to copyright restrictions full text pdf access from Treasures at UT Dallas is restricted to current UTD affiliates (use the provided Link to Article).
dc.descriptionThis article is freely available in EPub format from the publisher. Go to https://doi.org/10.1177/0011128719834555 and select "Open EPUB"
dc.description.abstractWe 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. ©2019 The Author(s).
dc.description.departmentSchool of Economic, Political and Policy Studies
dc.identifier.bibliographicCitationJung, Y., D. Kim, and A. R. Piquero. 2019. "Spatiotemporal Association Between Temperature and Assaults: A Generalized Linear Mixed-Model Approach." Crime and Delinquency, doi: 10.1177/0011128719834555
dc.identifier.issn0011-1287
dc.identifier.urihttps://hdl.handle.net/10735.1/7079
dc.language.isoen
dc.publisherSage Publications Inc.
dc.relation.urihttps://dx.doi.org/10.1177/0011128719834555
dc.rights©2019 The Authors
dc.source.journalCrime and Delinquency
dc.subjectCrime
dc.subjectKorea (South)
dc.subjectWeather
dc.subjectAssault and battery
dc.subjectHeat--Psychological aspects
dc.titleSpatiotemporal Association between Temperature and Assaults: A Generalized Linear Mixed-Model Approach
dc.type.genrearticle

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
EPPS-5042-260393.45-LINK.pdf
Size:
165.08 KB
Format:
Adobe Portable Document Format
Description:
Link to Article
Download

Collections

Piquero, Alex R.
Kim, Dohyeong