Spatiotemporal analysis of suicide attempts in Colombia from 2018 to 2020.

IF 1.9 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Cadernos de saude publica Pub Date : 2024-09-16 eCollection Date: 2024-01-01 DOI:10.1590/0102-311XEN119323
Mario Julian Cañon-Ayala, Yury Estefania Perdomo-Jurado, Angela Gissette Caro-Delgado
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Abstract

Suicide is one of the leading death causes worldwide, mainly among young adults, and Colombia has experienced an increase during the XXI century. The suicide impact has diverged between age groups and locations in Colombia, where young adults have taken higher incidences than the other age groups. The COVID-19 lockdown induced changes in mental health, affecting the previous suicide trends in the country. We conducted a spatiotemporal analysis of suicide attempts in Colombia per age group, adopting Bayesian models that represent 85,526 individual records in 1,121 municipalities from 2018 to 2020 using R-INLA. We found that Colombia exhibited an increase in suicide-attempt incidence from 2018 to 2019, and suddenly, the incidence fell in the first semester of 2020. The fixed effect of the models evidenced the highest risk in overall municipalities per trimester in the age group between 15-19 years old. The spatial random effect per model evidenced municipalities with the highest risk in the age groups between 10 to 59 years, mainly in the states in the Andean region of Colombia, and other states such as Putumayo, Vaupés, Arauca, Córdoba, Amazonas, and Meta. The temporal random effect evidenced a decay in suicide trends from the fourth trimester of 2019 to 2020, except in the age group > 59 years old. Geographically, our study pinpointed specific regions in Colombia, particularly in the central, southwest, and southeast areas, where the incidence of suicide attempts exceeded 100 cases per 100,000 inhabitants. The nuanced breakdown of incidence across different age groups further underscores the importance of tailoring preventive strategies based on age-specific and regional risk factors.

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2018年至2020年哥伦比亚自杀未遂事件的时空分析。
自杀是世界范围内的主要死亡原因之一,主要发生在青壮年身上,哥伦比亚在二十一世纪的自杀率有所上升。在哥伦比亚,不同年龄段和不同地区对自杀的影响各不相同,其中青壮年的自杀率高于其他年龄段。COVID-19 封锁引发了心理健康的变化,影响了该国以往的自杀趋势。我们采用贝叶斯模型,使用 R-INLA 对哥伦比亚各年龄组的自杀企图进行了时空分析,该模型代表了 2018 年至 2020 年期间 1121 个城市的 85526 条个人记录。我们发现,从 2018 年到 2019 年,哥伦比亚的自杀未遂发生率呈上升趋势,而到了 2020 年上半年,发生率突然下降。模型的固定效应表明,在 15-19 岁年龄组中,每个季度各城市的总体风险最高。每个模型的空间随机效应表明,10 至 59 岁年龄组的城市风险最高,主要集中在哥伦比亚安第斯地区的各州,以及普图马约、沃佩斯、阿劳卡、科尔多瓦、亚马孙和梅塔等其他州。时间随机效应表明,从 2019 年第四季度到 2020 年,自杀趋势有所减弱,但年龄大于 59 岁的年龄组除外。从地域上看,我们的研究确定了哥伦比亚的特定地区,尤其是中部、西南部和东南部地区,这些地区的自杀未遂发生率超过了每 10 万居民 100 例。不同年龄段发病率的细微差别进一步强调了根据特定年龄和地区风险因素制定预防策略的重要性。
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来源期刊
Cadernos de saude publica
Cadernos de saude publica 医学-公共卫生、环境卫生与职业卫生
CiteScore
5.30
自引率
7.10%
发文量
356
审稿时长
3-6 weeks
期刊介绍: Cadernos de Saúde Pública/Reports in Public Health (CSP) is a monthly journal published by the Sergio Arouca National School of Public Health, Oswaldo Cruz Foundation (ENSP/FIOCRUZ). The journal is devoted to the publication of scientific articles focusing on the production of knowledge in Public Health. CSP also aims to foster critical reflection and debate on current themes related to public policies and factors that impact populations'' living conditions and health care. All articles submitted to CSP are judiciously evaluated by the Editorial Board, composed of the Editors-in-Chief and Associate Editors, respecting the diversity of approaches, objects, and methods of the different disciplines characterizing the field of Public Health. Originality, relevance, and methodological rigor are the principal characteristics considered in the editorial evaluation. The article evaluation system practiced by CSP consists of two stages.
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