Applied Mathematics and Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Applied Mathematics and Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
J Psychiatr Res. 2022 Sep;153:276-283. doi: 10.1016/j.jpsychires.2022.07.017. Epub 2022 Jul 11.
Suicide is a major public health problem affecting US Veterans and the US in general. Many variables (e.g., demographic, clinical, biological, geographic) have been associated with risk for suicide and suicidal behavior, including altitude; however, the exact nature of the relationship between altitude and suicide remains unclear in part due to the fact that previous studies have used either geospatial data or individual-level data, but not both. Prior research has also failed to consider the full range of suicidal thoughts and behaviors, ranging from suicidal ideation to suicide deaths. Accordingly, the objective of the present research was to use both geospatial data (county and zip codes) and individual-level data to comprehensively assess the association between altitude and suicide mortality, suicide attempts, and suicidal ideation among US Veterans between 2000 and 2018. Taken together, our results demonstrate that there is a strong correlation between altitude and suicide rates at all the levels investigated and using different statistical analyses and even after controlling for significant covariates such as percent of age >50yr, percent male, percent white, percent non-Hispanic, median household income, and population density. We show that there is a positive correlation between altitude and suicide attempts especially when controlling by the covariates and a weak correlation between altitude and suicide ideation and the combination of suicide, suicide attempts and suicide ideation.
自杀是一个影响美国退伍军人和整个美国的重大公共卫生问题。许多变量(例如人口统计学、临床、生物学、地理位置)都与自杀和自杀行为的风险有关,包括海拔;然而,由于之前的研究使用的是地理空间数据或个体水平数据,但不是两者都有,因此海拔和自杀之间的关系的确切性质仍不清楚。先前的研究也没有考虑到从自杀意念到自杀死亡的各种自杀想法和行为。因此,本研究的目的是使用地理空间数据(县和邮政编码)和个体水平数据,全面评估 2000 年至 2018 年期间美国退伍军人的海拔与自杀死亡率、自杀企图和自杀意念之间的关联。总之,我们的结果表明,在所有调查的水平上,以及使用不同的统计分析方法,甚至在控制了年龄>50 岁的百分比、男性百分比、白人百分比、非西班牙裔百分比、家庭中位数收入和人口密度等重要协变量后,海拔与自杀率之间存在很强的相关性。我们表明,海拔与自杀企图之间存在正相关关系,尤其是在控制协变量时,而海拔与自杀意念之间的相关性较弱,以及自杀、自杀企图和自杀意念的综合表现。