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2010 年至 2021 年美国通过谷歌进行的自杀网站搜索与自杀死亡的关联性:滞后时间序列分析。

Association Between Prosuicide Website Searches Through Google and Suicide Death in the United States From 2010 to 2021: Lagged Time-Series Analysis.

机构信息

Department of Epidemiology, Columbia University, New York, NY, United States.

Department of Psychiatry, Columbia University, New York, NY, United States.

出版信息

J Med Internet Res. 2024 Jul 26;26:e53404. doi: 10.2196/53404.

Abstract

BACKGROUND

The rate of suicide death has been increasing, making understanding risk factors of growing importance. While exposure to explicit suicide-related media, such as description of means in news reports or sensationalized fictional portrayal, is known to increase population suicide rates, it is not known whether prosuicide website forums, which often promote or facilitate information about fatal suicide means, are related to change in suicide deaths overall or by specific means.

OBJECTIVE

This study aimed to estimate the association of the frequency of Google searches of known prosuicide web forums and content with death by suicide over time in the United States, by age, sex, and means of death.

METHODS

National monthly Google search data for names of common prosuicide websites between January 2010 and December 2021 were extracted from Google Health Trends API (application programming interface). Suicide deaths were identified using the CDC (Centers for Disease Control and Prevention) National Vital Statistics System (NVSS), and 3 primary means of death were identified (poisoning, suffocation, and firearm). Distributed lag nonlinear models (DLNMs) were then used to estimate the lagged association between the number of Google searches on suicide mortality, stratified by age, sex, and means, and adjusted for month. Sensitivity analyses, including using autoregressive integrated moving average (ARIMA) modeling approaches, were also conducted.

RESULTS

Months in the United States in which search rates for prosuicide websites increased had more documented deaths by intentional poisoning and suffocation among both adolescents and adults. For example, the risk of poisoning suicide among youth and young adults (age 10-24 years) was 1.79 (95% CI 1.06-3.03) times higher in months with 22 searches per 10 million as compared to 0 searches. The risk of poisoning suicide among adults aged 25-64 was 1.10 (95% CI 1.03-1.16) times higher 1 month after searches reached 9 per 10 million compared with 0 searches. We also observed that increased search rates were associated with fewer youth suicide deaths by firearms with a 3-month time lag for adolescents. These models were robust to sensitivity tests.

CONCLUSIONS

Although more analysis is needed, the findings are suggestive of an association between increased prosuicide website access and increased suicide deaths, specifically deaths by poisoning and suffocation. These findings emphasize the need to further investigate sites containing potentially dangerous information and their associations with deaths by suicide, as they may affect vulnerable individuals.

摘要

背景

自杀死亡人数一直在增加,因此了解风险因素变得越来越重要。虽然接触到明确的与自杀相关的媒体,如新闻报道中对手段的描述或耸人听闻的虚构描述,会增加人口自杀率,但目前尚不清楚专门宣传或促进有关致命自杀手段信息的自杀网站论坛是否与自杀总死亡人数或特定自杀手段的变化有关。

目的

本研究旨在估计美国通过年龄、性别和自杀手段,定期搜索已知自杀网站论坛和内容的频率与自杀死亡人数之间的关联。

方法

从谷歌健康趋势 API(应用程序编程接口)中提取 2010 年 1 月至 2021 年 12 月期间每月谷歌搜索常见自杀网站名称的美国全国月度谷歌搜索数据。使用疾病控制与预防中心(CDC)国家生命统计系统(NVSS)确定自杀死亡人数,并确定 3 种主要自杀手段(中毒、窒息和枪支)。然后使用分布式滞后非线性模型(DLNMs)来估计自杀死亡率与自杀死亡率之间的滞后关联,该模型按年龄、性别和手段进行分层,并按月份进行调整。还进行了敏感性分析,包括使用自回归综合移动平均(ARIMA)建模方法。

结果

在美国,自杀网站搜索率上升的月份,青少年和成年人的故意中毒和窒息自杀人数更多。例如,与 0 次搜索相比,在每月有 22 次搜索/每 1000 万人的情况下,年轻人(10-24 岁)自杀中毒的风险高出 1.79 倍(95%CI,1.06-3.03)。与 0 次搜索相比,在每月搜索量达到 9 次/每 1000 万人后 1 个月,25-64 岁成年人自杀中毒的风险增加了 1.10 倍(95%CI,1.03-1.16)。我们还观察到,增加搜索率与青少年自杀枪支死亡人数减少有关,有 3 个月的滞后。这些模型在敏感性测试中是稳健的。

结论

尽管需要进一步分析,但这些发现表明,增加自杀网站的访问量与自杀死亡人数的增加之间存在关联,特别是与中毒和窒息有关的自杀死亡人数。这些发现强调需要进一步调查可能包含危险信息的网站及其与自杀死亡的关联,因为它们可能会影响到脆弱的个人。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/63d0/11316151/b60d9f49fb71/jmir_v26i1e53404_fig1.jpg

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