比特币与合成类阿片死亡率之间的统计关系:缉毒局的执法行动是否与毒品相关死亡的趋势一致?

Daihun Kang
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引用次数: 0

摘要

背景:加密货币,尤其是比特币,与公共卫生问题,特别是与合成阿片类药物相关的死亡之间的交叉,是一个新兴的研究领域。本研究以美国缉毒署(DEA)的执法行动为背景,探讨比特币市场波动与合成阿片类药物死亡之间的统计关系。研究方法:本研究利用 2009 年至 2022 年的数据,采用皮尔逊相关性和线性回归模型,结合缉毒局的国内逮捕趋势,研究比特币年度价格波动与合成阿片类药物相关死亡率之间的关系。研究结果发现比特币价格变化与合成阿片类药物死亡率之间存在明显的正相关关系(r = 0.92),比特币价格约占阿片类药物相关死亡率变异的 84.78%(R² = 0.8478)。分析还指出,合成类阿片死亡率的上升与缉毒局国内逮捕人数的下降之间存在差异。结论:研究结果表明,比特币价格波动与合成类阿片相关死亡之间存在明显的相关性,凸显了当前缉毒策略中存在的潜在差距。这项研究强调,需要采用跨学科方法来解决加密货币在阿片类药物危机中带来的复杂问题,并表明有必要整合金融和公共卫生战略,以应对新出现的药物滥用趋势。
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Statistical Relationship Between Bitcoin and Synthetic Opioid Mortalities: Are DEA Enforcement Actions Aligning with Trends in Drug Related Deaths?
Background: The intersection of cryptocurrency, especially Bitcoin, with public health issues, particularly synthetic opioid-related deaths, presents an emerging field of study. This research explores the statistical relationship between Bitcoin market fluctuations and synthetic opioid mortalities, against the backdrop of Drug Enforcement Administration (DEA) enforcement actions. Methods: Utilizing data from 2009 to 2022, this study employs Pearson correlation and linear regression models to investigate the relationship between annual Bitcoin price fluctuations and synthetic opioid-related death rates, alongside DEA domestic arrest trends. Results: A pronounced positive correlation (r = 0.92) was found between Bitcoin price changes and synthetic opioid mortality rates, with the Bitcoin price accounting for approximately 84.78% of the variance in opioid-related deaths (R² = 0.8478). The analysis also notes a disparity between increasing synthetic opioid fatalities and decreasing DEA domestic arrests. Conclusions: The findings reveal significant correlations between Bitcoin price fluctuations and synthetic opioid-related fatalities, highlighting potential gaps in current drug enforcement strategies. This study underscores the need for an interdisciplinary approach to address the complexities introduced by cryptocurrency in the opioid crisis and suggests the necessity of integrating financial and public health strategies to combat emerging drug abuse trends.
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