Suicide mapping: Case study on Olomouc and Zlín regions in Czech Republic in 2018-2022.

IF 0.7
Veronika Kralikova, Alena Vondrakova, Tomas Kralik, Karel Macku, Vaclav Svrchokryl, Adriana Gavronova, Lukas Hamerlik
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Abstract

Background and aims: Suicide represents a major public health issue influenced by a complex interplay of individual, social, and environmental factors. While suicidological research traditionally focuses on psychological and clinical aspects, spatial dimensions of suicidal behavior remain less explored, particularly in Central Europe. This study presents a geospatial analysis of completed suicides in the Olomouc and Zlín Regions of the Czech Republic between 2018 and 2022, using a unique dataset derived from forensic autopsy records. The primary goal was to demonstrate the potential of spatial processing and interdisciplinary collaboration between forensic medicine and geoinformatics in identifying contextual patterns of suicidal behavior.

Methods: A dataset of 585 completed suicides was compiled from forensic autopsy reports, including detailed individual-level characteristics and geolocation data. Spatial analyses were conducted using GIS software, integrating additional layers such as land use, demographic and socioeconomic indicators, and quality of life indices. Both point-level and aggregated data (municipality and administrative district levels) were used to explore correlations and spatial variability.

Results: The study confirmed known trends - such as male predominance and the role of alcohol - and identified new spatial relationships, including a negative correlation between blood alcohol concentration and latitude, and between age and distance from residence to suicide location. Spatial analyses were conducted at multiple levels of aggregation and combined with selected socioeconomic and environmental indicators, including quality of life, urban-rural context, and foreclosure (enforcement) rates. The results demonstrate that spatial patterns and correlations between suicide rates and area-based characteristics vary depending on the spatial scale of analysis.

Conclusion: The findings illustrate the potential of interdisciplinary collaboration between forensic medicine and geoinformatics and provide an exploratory basis for further research and more context-sensitive suicide prevention approaches.

自杀地图:2018-2022年捷克共和国奥洛穆茨和Zlín地区的案例研究
背景和目的:自杀是一个重大的公共卫生问题,受到个人、社会和环境因素复杂相互作用的影响。虽然自杀学研究传统上侧重于心理和临床方面,但自杀行为的空间维度仍然很少被探索,特别是在中欧。本研究使用来自法医尸检记录的独特数据集,对2018年至2022年捷克共和国奥洛穆茨和Zlín地区完成的自杀进行了地理空间分析。主要目标是展示空间处理和法医学与地理信息学之间在识别自杀行为背景模式方面的跨学科合作的潜力。方法:从法医尸检报告中收集585例自杀未遂者的数据集,包括详细的个人特征和地理位置数据。利用GIS软件进行空间分析,整合了土地利用、人口和社会经济指标以及生活质量指数等附加层。使用点水平和汇总数据(市和行政区域水平)来探索相关性和空间变异性。结果:该研究证实了已知的趋势,如男性占主导地位和酒精的作用,并确定了新的空间关系,包括血液酒精浓度与纬度、年龄与居住地到自杀地点的距离之间的负相关关系。空间分析在多个层面上进行,并结合了选定的社会经济和环境指标,包括生活质量、城乡背景和止赎(执法)率。结果表明,自杀率与区域特征之间的空间格局和相关性因分析的空间尺度而异。结论:研究结果说明了法医学和地理信息学跨学科合作的潜力,并为进一步研究和更多情境敏感的自杀预防方法提供了探索性基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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