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Use of power-law analysis to predict abuse or diversion of prescribed medications: proof-of-concept mathematical exploration

机译：使用幂律分析来预测处方药的滥用或转移：概念验证的数学探索

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ObjectiveTo conduct a proof-of-concept study comparing Lorenz-curve analysis (LCA) with power-law (exponential function) analysis (PLA), by applying segmented regression modeling to 1-year prescription claims data for three medications—alprazolam, opioids, and gabapentin—to predict abuse and/or diversion using power-law zone (PLZ) classification.

机译：目的通过将分段回归模型应用于三种药物（阿普唑仑，阿片类药物，阿片类药物）的1年期处方索赔数据，进行概念验证研究，以比较Lorenz曲线分析（LCA）和幂律（指数函数）分析（PLA）。和加巴喷丁-使用幂律区（PLZ）分类来预测滥用和/或转移。

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期刊名称 BMC Research Notes
作者
Kathleen A. Fairman; Alyssa M. Peckham; Michael L. Rucker; Jonah H. Rucker; David A. Sclar;
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作者单位

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年(卷),期 2018(11),-1
年度 2018
页码 523
总页数 8
原文格式 PDF
正文语种
中图分类
关键词
Gabapentin Alprazolam Opioids Abuse Diversion Power-law analysis Lorenz-curve analysis;

机译：加巴喷丁;阿普唑仑;阿片类药物;滥用;转移;幂律分析;洛伦兹曲线分析;

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1. Use of power-law analysis to predict abuse or diversion of prescribed medications: proof-of-concept mathematical exploration [J] . Kathleen A. Fairman, Alyssa M. Peckham, Michael L. Rucker, BMC research notes . 2018,第1期

机译：使用幂律分析预测处方药的滥用或转移：概念验证的数学探索
2. Patterns and predictors of medication compliance, diversion, and misuse in adult prescribed methylphenidate users. [J] . Darredeau C, Barrett SP, Jardin B, Human psychopharmacology: clinical and experimental . 2007,第8期

机译：成人处方哌醋甲酯使用者药物依从性，转移和滥用的模式和预测因素。
3. Diversion of opioid maintenance treatment medications and predictors for diversion among Finnish maintenance treatment patients [J] . Launonen Essiina, Alho Hannu, Kotovirta Elina, The International journal of drug policy . 2015,第9期

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4. RIMMING FLOW OF A POWER-LAW FLUID: QUALITATIVE ANALYSIS OF THE MATHEMATICAL MODEL [C] . Sergei Fomin, Richard Hubbard ASME International Mechanical Engineering Congress and Exposition . 2006

机译：幂律流体的边缘流动：数学模型的定性分析
5. Exploration of self and other directed aggression as a consequence of childhood sexual abuse: Analysis in terms of attachment theory, neurobiology, and psychodynamic models of affect regulation. [D] . St. Jean, Nicole. 2010

机译：探索儿童期性虐待导致的自我攻击和其他直接攻击：依恋理论，神经生物学和情绪调节的心理动力学模型的分析。
6. Systematic Evaluation of Compliance to Prescribed Treatment Medications and Abstinence from Psychoactive Drug Abuse in Chemical Dependence Programs: Data from the Comprehensive Analysis of Reported Drugs [O] . Kenneth Blum, David Han, John Femino, -1

机译：对化学依赖项目中精神药物滥用对处方药的依从性和禁欲的系统评估：来自报告药物的综合分析数据
7. Systematic evaluation of "compliance" to prescribed treatment medications and "abstinence" from psychoactive drug abuse in chemical dependence programs: data from the comprehensive analysis of reported drugs. [O] . Kenneth Blum, David Han, John Femino, 2014

机译：系统评估“遵守”规定的治疗药物和“禁欲”化学依赖计划中的精神药物滥用：来自报告药物综合分析的数据。

Use of power-law analysis to predict abuse or diversion of prescribed medications: proof-of-concept mathematical exploration

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