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俄罗斯联邦的互联网搜索与“鳄鱼”药物:一项信息监测研究。

Internet search and krokodil in the Russian Federation: an infoveillance study.

作者信息

Zheluk Andrey, Quinn Casey, Meylakhs Peter

机构信息

Menzies Centre for Health Policy, University of Sydney, University of Sydney, Australia.

出版信息

J Med Internet Res. 2014 Sep 18;16(9):e212. doi: 10.2196/jmir.3203.

Abstract

BACKGROUND

Krokodil is an informal term for a cheap injectable illicit drug domestically prepared from codeine-containing medication (CCM). The method of krokodil preparation may produce desomorphine as well as toxic reactants that cause extensive tissue necrosis. The first confirmed report of krokodil use in Russia took place in 2004. In 2012, reports of krokodil-related injection injuries began to appear beyond Russia in Western Europe and the United States.

OBJECTIVE

This exploratory study had two main objectives: (1) to determine if Internet search patterns could detect regularities in behavioral responses to Russian CCM policy at the population level, and (2) to determine if complementary data sources could explain the regularities we observed.

METHODS

First, we obtained krokodil-related search pattern data for each Russia subregion (oblast) between 2011 and 2012. Second, we analyzed several complementary data sources included krokodil-related court cases, and related search terms on both Google and Yandex to evaluate the characteristics of terms accompanying krokodil-related search queries.

RESULTS

In the 6 months preceding CCM sales restrictions, 21 of Russia's 83 oblasts had search rates higher than the national average (mean) of 16.67 searches per 100,000 population for terms associated with krokodil. In the 6 months following restrictions, mean national searches dropped to 9.65 per 100,000. Further, the number of oblasts recording a higher than average search rate dropped from 30 to 16. Second, we found krokodil-related court appearances were moderately positively correlated (Spearman correlation=.506, P≤.001) with behaviors consistent with an interest in the production and use of krokodil across Russia. Finally, Google Trends and Google and Yandex related terms suggested consistent public interest in the production and use of krokodil as well as for CCM as analgesic medication during the date range covered by this study.

CONCLUSIONS

Illicit drug use data are generally regarded as difficult to obtain through traditional survey methods. Our analysis suggests it is plausible that Yandex search behavior served as a proxy for patterns of krokodil production and use during the date range we investigated. More generally, this study demonstrates the application of novel methods recently used by policy makers to both monitor illicit drug use and influence drug policy decision making.

摘要

背景

“鳄鱼”是一种廉价注射用非法药物的非正式名称,它是由含可待因药物(CCM)自制而成。“鳄鱼”的制备方法可能会产生去甲吗啡以及导致广泛组织坏死的有毒反应物。俄罗斯首次证实使用“鳄鱼”的报告发生在2004年。2012年,西欧和美国开始出现俄罗斯以外与“鳄鱼”相关的注射伤报告。

目的

这项探索性研究有两个主要目标:(1)确定互联网搜索模式是否能在人群层面检测出对俄罗斯CCM政策行为反应的规律,以及(2)确定补充数据源是否能解释我们观察到的规律。

方法

首先,我们获取了2011年至2012年俄罗斯各地区(州)与“鳄鱼”相关的搜索模式数据。其次,我们分析了几个补充数据源,包括与“鳄鱼”相关的法庭案件,以及谷歌和Yandex上的相关搜索词,以评估与“鳄鱼”相关搜索查询伴随出现的词汇特征。

结果

在CCM销售限制前的6个月里,俄罗斯83个州中有21个州的搜索率高于全国平均水平(每10万人中与“鳄鱼”相关词汇的搜索量为16.67次)。限制措施实施后的6个月里,全国平均搜索量降至每10万人9.65次。此外,搜索率高于平均水平的州数量从30个降至16个。其次,我们发现与“鳄鱼”相关的出庭情况与俄罗斯各地对“鳄鱼”生产和使用感兴趣的行为呈中度正相关(斯皮尔曼相关性=.506,P≤.001)。最后,谷歌趋势以及谷歌和Yandex的相关词汇表明,在本研究涵盖的时间段内,公众对“鳄鱼”的生产和使用以及将CCM用作镇痛药一直很感兴趣。

结论

非法药物使用数据通常被认为难以通过传统调查方法获得。我们的分析表明,在我们调查的时间段内,Yandex搜索行为有可能作为“鳄鱼”生产和使用模式的替代指标。更广泛地说,这项研究展示了政策制定者最近用于监测非法药物使用和影响药物政策决策的新方法的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6e80/4180331/031c6d21d325/jmir_v16i9e212_fig1.jpg

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