Centre for Health Policy, Programs and Economics, School of Population Health, The University of Melbourne, Melbourne, Australia.
Soc Sci Med. 2012 Oct;75(8):1460-8. doi: 10.1016/j.socscimed.2012.04.008. Epub 2012 May 15.
Studies of suicide epidemiology in regions of Australia have been conducted, but the spatial pattern in the whole country has not been fully investigated. This study aimed at visualizing the sex-specific suicide pattern over the country from 2004 to 2008, and studying the metropolitan-rural-remote differentials of suicide across all states/territories. We applied a Poisson hierarchical model to yield smoothed sex specific, age standardized mortality ratios of suicide in all postal areas, and compiled the age-standardized suicide rates across different levels of remoteness and different jurisdictions. We identified the area variation of suicide risk across states/territories, and metropolitan-rural-remote differential with rates higher in rural and remote areas for males. Spatial clusters of some high risk postal areas were also identified. Socio-economic deprivation, compositional factors, high risks for Indigenous people and low access to mental health service are the underlying explanations of the elevation of suicide risk in some areas. These findings suggest that it is important to take geographical variations in suicide risk into account in national policy making. Particular suicide prevention interventions might be targeted at males living in remote areas, and some localized areas in metropolitan zones.
在澳大利亚的一些地区进行了自杀流行病学研究,但全国范围内的空间模式尚未得到充分调查。本研究旨在从 2004 年到 2008 年直观地展示全国范围内不同性别自杀模式,并研究所有州/领地的城乡-偏远地区的自杀差异。我们应用泊松层次模型,在所有邮政区域生成平滑的特定性别、年龄标准化自杀死亡率,并编制不同偏远程度和不同司法管辖区的年龄标准化自杀率。我们确定了各州/领地之间自杀风险的区域变化,以及农村和偏远地区男性自杀率较高的城乡-偏远差异。还确定了一些高风险邮政区域的空间聚类。社会经济剥夺、构成因素、土著人民的高风险以及心理健康服务机会有限是一些地区自杀风险升高的根本原因。这些发现表明,在国家政策制定中考虑自杀风险的地域差异非常重要。特定的自杀预防干预措施可能针对生活在偏远地区的男性,以及大都市地区的一些局部地区。