Hilary L. Colbeth , Sidra Goldman-Mellor , Ellen A. Eisen , Krista Neumann , Ralph Catalano , Corinne A. Riddell
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However, few have used rigorous approaches to account for autocorrelation at the aggregate level, and none have focused on Internet searches related to suicide prevention.</p></div><div><h3>Methods and results</h3><p>Over a 9-year study period (2007–2015), suicidality-related search data were extracted using the Google Health Application Programming Interface (API) for Arizona and California – states, chosen for their differing age distributions and rigorous ED injury coding policies. We examined several combined suicide prevention-related search queries. Using autoregressive integration moving average (ARIMA) models and a Box-Jenkins approach, we assessed whether increased prevention-related Internet searches related to suicidality are predictive of lower subsequent ED visits related to suicidal ideation with or without self-harm injury. In both states, greater prevention-related queries were associated with lower ED visits approximately four to six weeks later.</p></div><div><h3>Conclusions</h3><p>Our results indicate that Internet-based search volumes related to suicide prevention may have the potential to monitor suicidality and online suicide prevention resources offer meaningful opportunities for mental health support.</p></div>","PeriodicalId":74861,"journal":{"name":"SSM. Mental health","volume":null,"pages":null},"PeriodicalIF":4.1000,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666560324000215/pdfft?md5=8f032bf63dbf4f1cbdfbf947f66869d2&pid=1-s2.0-S2666560324000215-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Suicide prevention-related Google searches and subsequent emergency department visits in California and Arizona, 2007–2015\",\"authors\":\"Hilary L. 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引用次数: 0
摘要
导言:从 2001 年到 2016 年,美国急诊科(ED)的非致命性自残就诊率增加了 42%。以往的自杀死亡率研究提供了相互矛盾的证据,说明如何使用与自杀相关的互联网搜索作为自残和自杀意念的监测工具。方法与结果在9年的研究期间(2007-2015年),我们使用谷歌健康应用编程接口(API)提取了亚利桑那州和加利福尼亚州的自杀相关搜索数据,这两个州因其不同的年龄分布和严格的急诊室伤害编码政策而被选中。我们研究了几个与预防自杀相关的综合搜索查询。我们使用自回归整合移动平均(ARIMA)模型和箱-詹金斯(Box-Jenkins)方法,评估了与自杀相关的预防性互联网搜索的增加是否能预测与自杀意念相关的后续 ED 就诊率的降低,无论是否存在自残伤害。结论我们的研究结果表明,与预防自杀相关的互联网搜索量可能具有监测自杀倾向的潜力,在线自杀预防资源为心理健康支持提供了有意义的机会。
Suicide prevention-related Google searches and subsequent emergency department visits in California and Arizona, 2007–2015
Introduction
United States emergency departments (ED) visit rates for nonfatal self-harm increased by 42% from 2001 to 2016. Previous suicide mortality research has provided conflicting evidence on the use of suicide-related Internet searches as a surveillance tool for self-harm and suicidal ideation. However, few have used rigorous approaches to account for autocorrelation at the aggregate level, and none have focused on Internet searches related to suicide prevention.
Methods and results
Over a 9-year study period (2007–2015), suicidality-related search data were extracted using the Google Health Application Programming Interface (API) for Arizona and California – states, chosen for their differing age distributions and rigorous ED injury coding policies. We examined several combined suicide prevention-related search queries. Using autoregressive integration moving average (ARIMA) models and a Box-Jenkins approach, we assessed whether increased prevention-related Internet searches related to suicidality are predictive of lower subsequent ED visits related to suicidal ideation with or without self-harm injury. In both states, greater prevention-related queries were associated with lower ED visits approximately four to six weeks later.
Conclusions
Our results indicate that Internet-based search volumes related to suicide prevention may have the potential to monitor suicidality and online suicide prevention resources offer meaningful opportunities for mental health support.