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了解致命和非致命药物过量危险因素:过量风险问卷试点研究-验证

Understanding Fatal and Non-Fatal Drug Overdose Risk Factors: Overdose Risk Questionnaire Pilot Study-Validation.

作者信息

Doggui Radhouene, Adib Keyrellous, Baldacchino Alex

机构信息

Chronic Disease Prevention Research Laboratory, Centre de Formation Médicale du Nouveau Brunswick, Université de Sherbrooke, Sherbrooke, QC, Canada.

Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, United Kingdom.

出版信息

Front Pharmacol. 2021 Sep 28;12:693673. doi: 10.3389/fphar.2021.693673. eCollection 2021.

Abstract

Drug overdoses (fatal and non-fatal) are among the leading causes of death in population with substance use disorders. The aim of the current study was to identify risk factors for fatal and non-fatal drug overdose for predominantly opioid-dependent treatment-seeking population. Data were collected from 640 adult patients using a self-reported 25-item Overdose Risk (OdRi) questionnaire pertaining to drug use and identified related domains. The exploratory factor analysis (EFA) was primarily used to improve the interpretability of this questionnaire. Two sets of EFA were conducted; in the first set of analysis, all items were included, while in the second set, items related to the experience of overdose were removed. Logistic regression was used for the assessment of latent factors' association with both fatal and non-fatal overdoses. EFA suggested a three-factor solution accounting for 75 and 97% of the variance for items treated in the first and second sets of analysis, respectively. Factor 1 was common for both sets of EFA analysis, containing six items (Cronbach's = 0.70) focusing around "illicit drug use and lack of treatment." In the first set of analysis, Factors 2 (Cronbach's = 0.60) and 3 (Cronbach's = 0.34) were focusing around "mental health and emotional trauma" and "chronic drug use and frequent overdose" domains, respectively. The increase of Factor 2 was found to be a risk factor for fatal drug overdose (adjusted coefficient = 1.94, = 0.038). In the second set of analysis, Factors 2 (Cronbach's = 0.65) and 3 (Cronbach's = 0.59) as well as Factor 1 were found to be risk factors for non-fatal drug overdose ever occurring. Only Factors 1 and 3 were positively associated with non-fatal overdose (one in a past year). The OdRi tool developed here could be helpful for clinical studies for the overdose risk assessment. However, integrating validated tools for mental health can probably help refining the accuracy of latent variables and the questionnaire's consistency. Mental health and life stress appear as important predictors of both fatal and non-fatal overdoses.

摘要

药物过量(致命和非致命)是物质使用障碍人群的主要死因之一。本研究的目的是确定以阿片类药物依赖为主的寻求治疗人群中致命和非致命药物过量的风险因素。使用一份自我报告的包含25个条目的过量风险(OdRi)问卷收集了640名成年患者的数据,该问卷涉及药物使用并确定了相关领域。探索性因素分析(EFA)主要用于提高该问卷的可解释性。进行了两组EFA;在第一组分析中,纳入了所有条目,而在第二组中,删除了与过量经历相关的条目。逻辑回归用于评估潜在因素与致命和非致命过量的关联。EFA提出了一个三因素解决方案,分别解释了第一组和第二组分析中处理的条目的75%和97%的方差。因素1在两组EFA分析中是共同的,包含六个条目(克朗巴哈系数 = 0.70),围绕“非法药物使用和缺乏治疗”。在第一组分析中,因素2(克朗巴哈系数 = 0.60)和因素3(克朗巴哈系数 = 0.34)分别围绕“心理健康和情感创伤”以及“长期药物使用和频繁过量”领域。发现因素2的增加是致命药物过量(调整系数 = 1.94,P = 0.038)的一个风险因素。在第二组分析中,因素2(克朗巴哈系数 = 0.65)、因素3(克朗巴哈系数 = 0.59)以及因素1被发现是非致命药物过量曾经发生的风险因素。只有因素1和因素3与非致命过量(过去一年中有过一次)呈正相关。此处开发的OdRi工具可能有助于临床研究进行过量风险评估。然而,整合经过验证的心理健康工具可能有助于提高潜在变量的准确性和问卷的一致性。心理健康和生活压力似乎是致命和非致命过量的重要预测因素。

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