The relationship between online searches and suicide.

IF 2.5 4区 医学 Q2 PSYCHIATRY
Nicolás Acosta-González, Francisco Gallegos, Diana Mosquera
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引用次数: 0

Abstract

Aims: In this study, we examined the relationship between 131 suicide related Google search terms, grouped into nine categories, and the number of suicide cases per month in Ecuador from January 2011 to December 2021.

Methods: First, we applied time-series analysis to eliminate autocorrelation and seasonal patterns to prevent spurious correlations. Second, we used Pearson's correlation to assess the relationship between Google search terms and suicide rates. Third, cross-correlation analysis was used to explore the potential delayed effects between these variables. Fourth, we extended the correlation and cross-correlation analyses by three demographic characteristics - gender, age, and region.

Results: Significant correlations were found in all categories between Google search trends and suicide rates in Ecuador, with predominantly positive and moderate correlations. The terms 'stress' (.548), 'prevention' (.438), and 'disorders' (.435) showed the strongest associations. While global trends indicated moderate correlations, sensitivity analysis revealed higher coefficients in men, young adults, and the Highlands region. Specific patterns emerged in subgroups, such as 'digital violence' showing significant correlations in certain demographics, and 'trauma' presenting a unique temporal pattern in women. In general, cross correlation analysis showed an average negative correlation of -.191 at lag 3.

Conclusion: Google search data do not provide further information about users, such as demographics or mental health records. Hence, our results are simply correlations and should not be interpreted as causal effects. Our findings highlight a need for tailored suicide prevention strategies that recognize the complex dynamics of suicide risk across demographics and time periods.

网上搜索与自杀之间的关系。
目的:在这项研究中,我们研究了2011年1月至2021年12月期间厄瓜多尔每月131个自杀相关谷歌搜索词(分为9个类别)与自杀案例数量之间的关系:首先,我们采用时间序列分析来消除自相关性和季节性模式,以防止出现虚假相关性。其次,我们使用皮尔逊相关性来评估谷歌搜索词与自杀率之间的关系。第三,我们使用交叉相关分析来探讨这些变量之间潜在的延迟效应。第四,我们根据性别、年龄和地区这三个人口特征扩展了相关分析和交叉相关分析:在厄瓜多尔,谷歌搜索趋势与自杀率之间在所有类别中都存在显著的相关性,主要是正相关和中度相关。压力"(.548)、"预防"(.438)和 "失调"(.435)等词显示出最强的相关性。虽然全球趋势显示出中等程度的相关性,但敏感性分析表明,男性、年轻成年人和高地地区的系数更高。在细分群体中出现了特定的模式,如 "数字暴力 "在某些人口统计中显示出显著的相关性,而 "创伤 "在女性中则呈现出独特的时间模式。总体而言,交叉相关分析表明,在滞后 3.Conclusion,平均负相关为-.191:结论:谷歌搜索数据并未提供用户的更多信息,如人口统计学或心理健康记录。因此,我们的结果只是相关性,不应被解释为因果效应。我们的研究结果突出表明,有必要制定有针对性的自杀预防策略,以认识到不同人口和时间段自杀风险的复杂动态。
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来源期刊
CiteScore
12.30
自引率
1.30%
发文量
120
期刊介绍: The International Journal of Social Psychiatry, established in 1954, is a leading publication dedicated to the field of social psychiatry. It serves as a platform for the exchange of research findings and discussions on the influence of social, environmental, and cultural factors on mental health and well-being. The journal is particularly relevant to psychiatrists and multidisciplinary professionals globally who are interested in understanding the broader context of psychiatric disorders and their impact on individuals and communities. Social psychiatry, as a discipline, focuses on the origins and outcomes of mental health issues within a social framework, recognizing the interplay between societal structures and individual mental health. The journal draws connections with related fields such as social anthropology, cultural psychiatry, and sociology, and is influenced by the latest developments in these areas. The journal also places a special emphasis on fast-track publication for brief communications, ensuring that timely and significant research can be disseminated quickly. Additionally, it strives to reflect its international readership by publishing state-of-the-art reviews from various regions around the world, showcasing the diverse practices and perspectives within the psychiatric disciplines. This approach not only contributes to the scientific understanding of social psychiatry but also supports the global exchange of knowledge and best practices in mental health care.
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