2012-2022年台湾地区谷歌月搜索量与自杀行为的相关分析

IF 3.3 2区 医学 Q1 PSYCHIATRY
Cheng-Fang Yen, Yu-Hsuan Lin, Ray C. Hsiao, Ying-Yeh Chen, Yi-Lung Chen
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引用次数: 0

摘要

背景:本研究调查台湾2012年至2022年间谷歌搜索词与自杀的1个月、2个月及3个月的前瞻性关联。方法:分析2012年1月1日至2022年12月31日台湾死亡原因统计中的每日自杀数据。从谷歌Trends中提取了37个与自杀相关、社会经济状况、家庭问题、身体和精神问题相关的谷歌搜索量数据。在滞后3个月(lag-3)、2个月(lag-2)和1个月(lag-1)时计算每月谷歌搜索词量与每月自杀率之间的相关系数。结果:“痛苦”和“台湾经济”两个词的月谷歌搜索量正预测了月自杀率。在年龄≥65岁的人群中,“催眠”搜索词lag-3与每月自杀呈负相关。在≥65岁的人群中,搜索词“过敏”lag-1与每月自杀率呈正相关。结论:“痛苦”、“台湾经济”的月谷歌搜索项与月自杀正相关。在≥65岁人群中,搜索词“催眠”和“过敏”与月自杀率分别呈负相关和正相关。这些术语可以更准确地预测未来的自杀行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Cross-Correlation Analysis of Monthly Google Search Volume and Suicide in Taiwan, 2012–2022

Cross-Correlation Analysis of Monthly Google Search Volume and Suicide in Taiwan, 2012–2022

Background: The present study investigated the 1-month, 2-month, and 3-month prospective associations of Google search terms with suicide in Taiwan from 2012 to 2022.

Methods: We analyzed daily suicide data from Taiwan’s Cause of Death Statistics between January 1, 2012, and December 31, 2022. Data on Google search volumes for 37 terms related to suicide-related, socioeconomic status, familial problems, and physical and psychiatric problems were extracted from Google Trends. Cross-correlation coefficients between monthly Google search term volumes and monthly suicide were calculated at lags of 3 months (lag-3), 2 months (lag-2), and 1 month (lag-1).

Results: The monthly Google search volumes of two terms, “pain” and “Taiwan economy”, positively predicted monthly suicide in the total population. The search term “hypnotic” lag-3 negatively correlated with monthly suicide in the population aged ≥65. The search term “allergy” lag-1 positively correlated with monthly suicide in the population aged ≥65.

Conclusions: The monthly Google search terms of “pain” and “Taiwan economy” positively correlated with monthly suicide. The search terms “hypnotic” and “allergy” negatively and positively correlated with monthly suicide in the population aged ≥65, respectively. These terms may enable more accurate forecasting of future suicides.

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来源期刊
Depression and Anxiety
Depression and Anxiety 医学-精神病学
CiteScore
15.00
自引率
1.40%
发文量
81
审稿时长
4-8 weeks
期刊介绍: Depression and Anxiety is a scientific journal that focuses on the study of mood and anxiety disorders, as well as related phenomena in humans. The journal is dedicated to publishing high-quality research and review articles that contribute to the understanding and treatment of these conditions. The journal places a particular emphasis on articles that contribute to the clinical evaluation and care of individuals affected by mood and anxiety disorders. It prioritizes the publication of treatment-related research and review papers, as well as those that present novel findings that can directly impact clinical practice. The journal's goal is to advance the field by disseminating knowledge that can lead to better diagnosis, treatment, and management of these disorders, ultimately improving the quality of life for those who suffer from them.
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