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首页> 外文期刊>Yonsei Medical Journal >Psychological and Social Factors Affecting Internet Searches on Suicide in Korea: A Big Data Analysis of Google Search Trends
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Psychological and Social Factors Affecting Internet Searches on Suicide in Korea: A Big Data Analysis of Google Search Trends

机译:影响韩国互联网搜索自杀的心理和社会因素:Google搜索趋势的大数据分析

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Purpose The average mortality rate for death by suicide among OECD countries is 12.8 per 100000, and 33.5 for Korea. The present study analyzed big data extracted from Google to identify factors related to searches on suicide in Korea. Materials and Methods Google search trends for the search words of suicide, stress, exercise, and drinking were obtained for 2004-2010. Analyzing data by month, the relationship between the actual number of suicides and search words per year was examined using multi-level models. Results Both suicide rates and Google searches on suicide in Korea increased since 2007. An unconditional slope model indicated stress and suicide-related searches were positively related. A conditional model showed that factors associated with suicide by year directly affected suicide-related searches. The interaction between stress-related searches and the actual number of suicides was significant. Conclusion A positive relationship between stress- and suicide-related searches further confirmed that stress affects suicide. Taken together and viewed in context of the big data analysis, our results point to the need for a tailored prevention program. Real-time big data can be of use in indicating increases in suicidality when search words such as stress and suicide generate greater numbers of hits on portals and social network sites.
机译:目的经合组织国家自杀死亡的平均死亡率为每100000例12.8,韩国为33.5。本研究分析了从Google提取的大数据,以确定与韩国自杀搜索相关的因素。材料和方法获得了2004-2010年Google的自杀,压力,运动和饮酒搜索词搜索趋势。通过按月分析数据,使用多层次模型检查了每年实际自杀人数与搜索词之间的关系。结果自2007年以来,韩国的自杀率和Google自杀搜索量均呈上升趋势。无条件斜率模型表明压力与自杀相关搜索呈正相关。一个条件模型表明,每年与自杀相关的因素直接影响与自杀相关的搜索。与压力相关的搜索与自杀的实际数量之间的相互作用非常重要。结论与压力和自杀相关的搜索之间存在正相关关系,进一步证实了压力会影响自杀。综合考虑大数据分析,我们的结果表明需要制定专门的预防计划。当诸如压力和自杀之类的搜索词在门户网站和社交网站上的点击率更高时,实时大数据可用于指示自杀倾向的增加。

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