Polysubstance use

多物质使用
  • 文章类型: Journal Article
    同时使用海洛因和可卡因(称为“加速球”)在物质使用障碍人群中普遍存在,尤其是在依赖阿片类药物的个体中,有严重的后果和高死亡率。对同时使用海洛因和可卡因的模式和相关性知之甚少。研究在人类和动物中使用这种多药物以发现伴随的毒性和致命过量(死亡)的原因至关重要。在这项研究中,我们的目的是在分子药代动力学(PK)的背景下,阐明可卡因在海洛因相关死亡的病因中的作用.出于目的,高效液相色谱-串联质谱(LC-MS/MS)同时测定海洛因,可卡因,根据美国食品和药物管理局(FDA)和欧洲药品管理局(EMA)指南开发并完全验证了其在全血中的代谢物。然后,该方法用于分析海洛因,可卡因,以及它们在大鼠血液中的代谢产物腹腔内给予非致死性的10毫克/千克海洛因或20毫克/千克可卡因,或它们的组合是致命的,近端死亡率为33%。从经历致死毒性的大鼠获得的结果表明,同时使用海洛因和可卡因会大大增加过量致死的风险。海洛因显著减缓了血液中可卡因及其主要代谢产物的消除,而可卡因显着增强了从6-单乙酰吗啡(6-MAM)到吗啡的海洛因代谢。观察到其他海洛因代谢物的消除半衰期相似。这些发现在这项研究中首次被报道,促进我们对多物质代谢和多药物使用产生的严重后果的理解。
    Concurrent use of heroin and cocaine (known as the \"speedball\") prevails among substance use disorder populations, especially in opioid-dependent individuals, with severe consequences and a high fatality rate. Little is known about the patterns and correlations of the concurrent use of heroin and cocaine. It is vital to investigate such a polydrug use in both humans and animals to uncover concomitant toxicity and the cause of fatal overdose (death). In this study, we aimed to shed some light on the role of cocaine in the etiology of heroin-related deaths in the context of molecular pharmacokinetics (PK). For the purpose, a high-performance liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS) method for simultaneous determination of heroin, cocaine, and their metabolites in whole blood was developed and fully validated in accordance with the US Food and Drug Administration (FDA) and European Medicines Agency (EMA) guidelines. Then, this method was used to analyze heroin, cocaine, and their metabolites in blood from the rats intraperitoneally administered non-lethal 10 mg/kg heroin or 20 mg/kg cocaine alone, or their combination that is lethal with a proximal mortality of 33 %. The obtained results from the rats that experienced the lethal toxicity revealed that the concurrent use of heroin and cocaine significantly increased the risk of fatality from overdose. Heroin significantly slowed down the elimination of cocaine and its main metabolites in blood, while cocaine significantly enhanced heroin metabolism from 6-monoacetylmorphine (6-MAM) to morphine. Similar elimination half-lives for other heroin metabolites were observed. These findings are reported for the first time in this study, facilitating our understanding of the polysubstance metabolism and severe consequences produced by the polydrug use.
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  • 文章类型: Journal Article
    背景:没有关于烟草-大麻共同使用的治疗的临床实践指南,并且缺乏为共同使用提供治疗信息的研究。这篇叙述性综述旨在(1)总结已发表的共同使用治疗研究中使用的有希望的干预成分,(2)描述共同使用中的关键差距和新出现的问题,(3)在开发和评估共同使用干预措施时提供建议和考虑因素。
    方法:我们在2024年6月对几个数据库进行了文献检索,以更新以前关于烟草-大麻共同使用治疗的综述。我们发现了9项已发表的干预研究,专门针对这两种物质的治疗。来自这些研究的数据是手动提取和总结的。
    结果:9项纳入的研究(1)大部分集中在可接受性和/或可行性,(2)提供心理社会/行为和药物治疗干预组件,(3)在成人中进行,和(4)亲自交付,其中一些具有数字异步组件,持续5到12周。最常见的社会心理/行为策略是认知行为疗法,激励式面试,和应急管理;而最常见的药物治疗是尼古丁替代疗法。在同时治疗两种物质时,没有证据表明补偿性使用烟草或大麻。
    结论:迄今为止的文献为共同使用治疗的心理社会/行为和药物治疗策略的良好整合的多成分干预提供了支持。这项审查加强了对针对烟草和大麻共同使用的治疗的迫切需要。未来的干预措施应解决关键差距,包括年轻人和年轻人共同使用蒸发产品,为优先人群量身定制的干预措施,和数字应用,以增加覆盖面和促进健康公平。
    BACKGROUND: There are no clinical practice guidelines addressing the treatment of tobacco-cannabis co-use and a dearth of studies to inform treatment for co-use. This narrative review aims to (1) summarize promising intervention components used in published co-use treatment studies, (2) describe key gaps and emerging issues in co-use, and (3) provide recommendations and considerations in the development and evaluation of co-use interventions.
    METHODS: We conducted a literature search in June 2024 across several databases to update previous reviews on tobacco-cannabis co-use treatment. We found 9 published intervention studies that specifically addressed treatment for both substances. Data from these studies were manually extracted and summarized.
    RESULTS: Most of the 9 included studies (1) focused on acceptability and/or feasibility, (2) provided both psychosocial/behavioral and pharmacotherapy intervention components, (3) were conducted in adults, and (4) were delivered in-person, with some having digital asynchronous components, for a 5-to-12-week duration. The most common psychosocial/behavioral strategies used were Cognitive Behavioral Therapy, Motivational Interviewing, and Contingency Management; while the most common pharmacotherapy was Nicotine Replacement Therapy. There was no evidence of compensatory use of tobacco or cannabis when providing simultaneous treatment for both substances.
    CONCLUSIONS: The literature to date provides support for well-integrated multi-component interventions of psychosocial/behavioral and pharmacotherapy strategies for co-use treatment. This review reinforces an urgent need for treatments targeting tobacco and cannabis co-use. Future interventions should address key gaps, including co-use of vaporized products among youth and young adults, tailored interventions for priority populations, and digital applications to increase reach and advance health equity.
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  • 文章类型: Journal Article
    背景:大多数检查同时使用大麻与其他药物的研究都集中在大麻和酒精上,与较少的研究同时使用大麻与其他药物。美国目前正在经历迷幻药使用的上升趋势,并且越来越需要表征大麻和迷幻药的相互作用,以最好地告知公共卫生建议。
    方法:使用混合方法现场研究设计调查参与者(N=128)终生使用大麻与其他药物的情况。报告终生共同使用大麻和迷幻药(N=63)的参与者随后被问到有关其最近同时使用经验的开放式问题(即,大麻如何增强他们的迷幻体验,以及他们是否经历了任何不良反应)。我们对描述大麻如何增强迷幻体验的反应进行了主题分析(N=54)。然而,由于报告不良反应的参与者反应率低(N=7,11.1%),对这个问题的回答没有进行主题分析,而是单独呈现。
    结果:主题包括张力降低和药物作用平衡(N=27,50%),心理过程的增强(N=11,20.4%),强化迷幻药物效应(N=12,22.2%),增强的迷幻体验(N=8,14.8%),和总体模糊增强(N=7,13%)。在报告不良反应的参与者中,个人的反应包括增加焦虑和强度的经验,社交能力下降,负面影响增加,困倦,分离,和困惑。
    结论:需要更多的研究来更好地表征大麻和迷幻药物的相互作用,以最好地告知公共卫生建议。
    BACKGROUND: Most studies examining the simultaneous use of cannabis with other drugs have focused on cannabis and alcohol, with fewer studies examining simultaneous use of cannabis with other drugs. The United States is currently experiencing an upward trend in psychedelic use and there is an increasing need to characterize cannabis and psychedelic drug interactions to best inform public health recommendations.
    METHODS: A mixed methods field study design was used to survey participants (N = 128) on their lifetime co-use of cannabis with other drugs. Participants who reported lifetime co-use of cannabis and psychedelics (N = 63) were then asked open-ended questions about their most recent simultaneous co-use experience (i.e., how cannabis enhanced their psychedelic experience and whether they experienced any adverse reactions). We conducted a thematic analysis of responses describing how cannabis enhanced the psychedelic experience (N = 54). However, due to low response rate for participants reporting an adverse reaction (N = 7, 11.1%), responses to this question were not analyzed thematically and are instead presented individually.
    RESULTS: Themes included tension reduction and balancing of drug effects (N = 27, 50%), enhancement to psychological processes (N = 11, 20.4%), intensified psychedelic drug effects (N = 12, 22.2%), enhanced psychedelic come-down experience (N = 8, 14.8%), and overall ambiguous enhancement (N = 7, 13%). Among participants reporting an adverse reaction, individual responses included increased anxiety and intensity of the experience, decreased sociability, increased negative affect, sleepiness, disassociation, and confusion.
    CONCLUSIONS: Additional research is warranted to better characterize cannabis and psychedelic drug interactions to best inform public health recommendations.
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  • 文章类型: Journal Article
    多物质的使用与无数的短期和长期健康结果有关。尽管先前的研究已经记录了女同性恋之间在多物质使用方面的差异,同性恋,双性恋,变性人,酷儿/提问,以及其他性和性别化(LGBTQ+)青年及其异性恋/顺性者,以及LGBTQ+青年小组之间,这是未知的私人,家庭,学校因素与LGBTQ+青少年的物质使用模式有关。使用一个大的,全国样本9646名13-17岁的LGBTQ+青少年,我们使用潜在类别分析来检查酒精的模式,烟草,和大麻的使用,并确定是否个人,家庭,学校因素预测班级成员资格。我们确定了五类物质使用:多物质使用,多物质实验,酒精和大麻双重作用,酒精,也没用.更大的抑郁症和LGBTQ+受害,以及在学校做自己的能力,与加入多物质使用类的可能性更大相关,而更高水平的家庭联系和在学校拥有性别性联盟(GSA)与较低的多物质使用类成员资格相关。我们的分析还揭示了阶级成员的社会人口统计学差异。这些发现强调了干预减少LGBTQ+青少年多物质使用的潜在机制。
    Polysubstance use is associated with myriad short- and long-term health outcomes. Although prior research has documented differences in polysubstance use between lesbian, gay, bisexual, transgender, queer/questioning, and other sexual and gender minoritized (LGBTQ +) youth and their heterosexual/cisgender counterparts, as well as between subgroups of LGBTQ + youth, it is unknown how personal, family, and school factors are associated with substance use patterns among LGBTQ + youth. Using a large, national sample of 9646 LGBTQ + youth ages 13-17, we used latent class analysis to examine patterns of alcohol, tobacco, and marijuana use and to determine whether personal, family, and school factors predict class membership. We identified five classes of substance use: polysubstance use, polysubstance experimentation, dual alcohol and cannabis, alcohol, and no use. Greater depression and LGBTQ + victimization, and an ability to be oneself at school, were associated with greater odds of membership in the polysubstance use class, while higher levels of family connection and having a Gender Sexuality Alliance (GSA) at school were associated with lower odds of membership in the polysubstance use class. Our analysis also revealed sociodemographic differences in class membership. These findings highlight potential mechanisms for intervention to reduce polysubstance use among LGBTQ + youth.
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  • 文章类型: Journal Article
    目的:本研究评估了美国青少年终生使用广泛药物对自杀风险的直接和间接影响(通过抑郁症状)。
    方法:这是一项横断面研究。
    方法:使用来自2021年青年风险行为调查的数据(N=12,303,女性占48.7%)。五种物质使用之间的关联(香烟,电子烟,酒精,大麻,和处方止痛药)和自杀风险的三个维度(自杀意念,自杀计划,和自杀企图)通过多变量逻辑回归模型进行测量。通过结构方程模型进一步检查了抑郁症状的作用。
    结果:几乎五分之三(57.5%)的青少年一生中使用过一种或多种物质(一种类型为18.1%,12.2%两种类型,13.1%三种类型,10.2%四种类型,和3.8%的五种类型)。使用五种物质的青少年经历自杀意念和行为的可能性高达16倍。抑郁症状将物质使用与自杀风险的途径显着相关,导致间接效应比直接效应强得多。总的来说,五种物质使用行为和抑郁症状解释了约60.4%的自杀意念差异,自杀计划差异的53.6%,和55.0%的差异在自杀未遂。
    结论:终生使用多种物质与青少年自杀意念和行为通过抑郁症状途径显著相关。需要对广泛的物质使用行为进行常规筛查,以确定有自杀风险的青少年,而可获得的心理健康服务可能会削弱物质使用与自杀风险之间的联系。
    OBJECTIVE: This study assessed the direct and indirect effects (via depressive symptoms) of lifetime use of a broad range of substances on suicide risk among US adolescents.
    METHODS: This was a cross-sectional study.
    METHODS: Data from the 2021 Youth Risk Behavior Survey were used (N = 12,303, 48.7% female). Associations between five types of substance use (cigarette, e-cigarette, alcohol, marijuana, and prescription pain medicine) and three dimensions of suicide risk (suicidal ideation, suicide plan, and suicide attempt) were measured by multivariate logistic regression models. The role of depressive symptoms was further examined by structural equation modeling.
    RESULTS: Almost three in five (57.5%) adolescents had used one or more substances in their lifetime (18.1% one type, 12.2% two types, 13.1% three types, 10.2% four types, and 3.8% five types). Adolescents using five substances were up to 16 times more likely to experience suicidal ideation and behaviors. Depressive symptoms significantly linked the pathway from substance use to suicide risk, resulting in much stronger indirect effects than the direct effects. Collectively, the five substance use behaviors and depressive symptoms explained about 60.4% of variance in suicidal ideation, 53.6% of variance in suicide plan, and 55.0% of variance in suicide attempt.
    CONCLUSIONS: Lifetime use of multiple substances is significantly correlated with suicidal ideation and behaviors among adolescents via the pathway of depressive symptoms. Routine screening for a broad range of substance use behaviors is needed to identify adolescents at risk for suicide and accessible mental health services could potentially attenuate the linkage between substance use and suicide risk.
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  • 文章类型: Case Reports
    随着全国多物质使用量的持续增加,它已被证明会影响许多器官系统。药物诱导的肝损伤(DILI)与水杨酸盐或对乙酰氨基酚的关联以及使用N-乙酰半胱氨酸(NAC)的肝保护作用的实用性已被广泛记录。然而,由非法药物使用和指南指导管理引起的DILI几乎没有研究。我们介绍了一名29岁的女性,其精神状态改变。她被发现有伴随的肝损伤,并在没有使用NAC的情况下进行了支持治疗,逐步改善。
    With the continued rise of polysubstance use throughout the country, it has been shown to affect a multitude of organ systems. Drug-induced liver injury (DILI) has been widely documented in its association with salicylates or acetaminophen and the utility of using N-acetylcysteine (NAC) for its hepatoprotective effects. However, DILI caused by illicit drug use and guideline-directed management has had little research. We present the case of a 29-year-old female who presented with altered mental status. She was found to have a concomitant liver injury and was treated supportively without the use of NAC, with gradual improvement.
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  • 文章类型: Journal Article
    背景:多物质使用与不良健康结果相关,然而,很少有研究测量多物质使用的变化。我们的目的是1)估计吸烟和人口亚组对大麻和重度酒精使用的趋势,和2)检查与吸烟成年人并发使用相关的患者因素。
    方法:我们从2002-2019年全国药物使用和健康调查中对687,225名≥18岁的非机构化美国成年人进行了重复的横断面分析。参与者被分层为当前,前者,从不吸烟的团体。主要结果是大量饮酒的患病率,使用大麻,同时使用这两种物质。
    结果:从2002年到2019年,大量饮酒从7.8%下降到6.4%,大麻使用量从6.0%上升至11.8%,同时使用酒精和大麻保持稳定。在2005年至2019年吸烟的成年人中,高等教育与大量饮酒的可能性更高。虽然年龄较大,女性性别,非白人种族/种族,和政府提供的健康保险与较低的几率相关.女性使用大麻的几率降低了,年龄较大,和更高的收入,而健康状况较差的人却在增加,高等教育,政府提供或没有医疗保险,和严重的精神疾病。与吸烟的白人相比,黑人同行使用大麻的几率更高(OR=1.23;95CI:1.15-1.29),而西班牙裔(OR=0.68;95CI:0.63-0.72)和其他种族/族裔身份(OR=0.83;95CI:0.77-0.90)的几率较低。
    结论:我们的研究表明,使用大麻可能对烟草和酒精使用的变化不敏感。
    BACKGROUND: Polysubstance use is associated with adverse health outcomes, yet little research has measured changes in polysubstance use. We aimed to 1) estimate trends in marijuana and heavy alcohol use by cigarette smoking and demographic subgroups, and 2) examine patient factors associated with concurrent use among adults who were smoking.
    METHODS: We conducted a repeated cross-sectional analysis of 687,225 non-institutionalized US adults ≥18 years from the 2002-2019 National Survey on Drug Use and Health. Participants were stratified into current, former, and never smoking groups. Main outcomes were prevalence of heavy alcohol use, marijuana use, and concurrent use of both substances.
    RESULTS: From 2002-2019, heavy alcohol use declined from 7.8 % to 6.4 %, marijuana use rose from 6.0 % to 11.8 %, and concurrent use of alcohol and marijuana remained stable. Among adults who were smoking from 2005 to 2019, higher education was associated with higher odds of heavy alcohol use, while older ages, female gender, non-White race/ethnicity, and government-provided health insurance were associated with lower odds. The odds of marijuana use decreased in females, older ages, and higher incomes while increasing in people with poorer health status, higher education, government-provided or no health insurance, and serious mental illness. Compared to White adults who were smoking, Black counterparts had higher odds of marijuana use (OR=1.23; 95 %CI: 1.15-1.29), while Hispanic (OR=0.68; 95 %CI: 0.63-0.72) and other racial/ethnic identities (OR=0.83; 95 %CI: 0.77-0.90) had lower odds.
    CONCLUSIONS: Our study suggests marijuana use might not be sensitive to changes in the use of tobacco and alcohol.
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  • 文章类型: Journal Article
    这项研究使用了全国药物使用和健康调查来评估具有全国代表性的样本(N=4596),加权代表3520万DSM-5标准确定的物质使用障碍(SUD)的成年人。这项研究探讨了2020年物质使用治疗的利用情况,强调了高脆弱性人群(例如,通过假释或缓刑参与刑事司法(CJI),多物质使用,严重的精神疾病,和艾滋病毒/性传播感染)。物质使用治疗定义广泛(任何住院患者,门诊/医生办公室,自助/其他酒精/药物)。我们的结果表明,在2020年患有SUD的成年人中,700万(20%)患有多个SUD,175万(5%)有CJI,530万人(15%)患有严重的精神疾病,去年有180万人(5%)被诊断为艾滋病毒/性传播感染。在过去的一年中,只有7%的SUD患者寻求任何药物使用治疗。CJI(OR:13.39,95%CI:[7.82,22.94]),严重精神疾病(AOR:3.27,95%CI:[1.93,5.55]),2个(aOR:2.10,95%CI:[1.29,3.42])或3个或更多SUD(aOR:3.46,95%CI:[1.82,6.58])均与接受治疗的可能性更大相关.婚姻(aOR:0.43,95%CI:[0.25,0.74])和收入是贫困阈值的两倍(aOR:0.53,95%CI:[0.29,0.94])与接受任何物质使用治疗的几率降低有关。与18至25岁的人相比,老年人接受治疗的几率增加(2-4倍)。迫切需要干预措施,以增加SUD患者获得治疗的机会。
    This study used the National Survey on Drug Use and Health to assess a nationally representative sample (N = 4596) weighted to represent 35.2 million adults with DSM-5 criteria-determined substance use disorders (SUDs). This study explored substance use treatment utilization in 2020, emphasizing populations with high vulnerability (e.g., criminal justice involvement (CJI) through parole or probation, polysubstance use, severe mental illness, and HIV/STI). Substance use treatment was broadly defined (any inpatient, outpatient/doctor\'s office, self-help/other for alcohol/drugs). Our results indicated that among adults with SUDs in 2020, 7 million (20%) had multiple SUDs, 1.75 million (5%) had CJI, 5.3 million (15%) had a severe mental illness, and 1.8 million (5%) had a diagnosis of HIV/STI in the last year. Only 7% of individuals with SUD sought any substance use treatment in the past year. CJI (aOR: 13.39, 95% CI: [7.82, 22.94]), serious mental illness (aOR: 3.27, 95% CI: [1.93, 5.55]), and having both 2 (aOR: 2.10, 95% CI: [1.29, 3.42]) or 3 or more SUDs (aOR: 3.46, 95% CI: [1.82, 6.58]) were all associated with a greater likelihood of receiving treatment. Marriage (aOR: 0.43, 95% CI: [0.25, 0.74]) and having an income twice the poverty threshold (aOR: 0.53, 95% CI: [0.29, 0.94]) were associated with reduced odds of receiving any substance use treatment. Compared to those 18 to 25, older individuals had increased odds (2-4 times) of receiving treatment. Interventions are crucially needed to increase access to treatment among those with SUDs.
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  • 文章类型: Journal Article
    背景:急性物质中毒与创伤性损伤和不良的医院预后相关。这项研究的目的是评估老年创伤患者同时使用阿片类药物和苯二氮卓类药物(OB)与医院预后之间的关系。
    方法:我们使用美国外科医师学会创伤质量改善计划(ACS-TQIP)2017数据库进行了回顾性分析。我们纳入了创伤患者(年龄≥65岁)在24小时内通过尿液毒理学检查。主要结果是院内死亡率。次要结果包括住院和ICU住院时间(HLOS和ICULOS),住院并发症(例如,呼吸机相关性肺炎),计划外插管,和机械通气的持续时间。根据两种药物的药物筛查呈阳性或阴性,将患者的阿片类药物和苯二氮卓类药物(OB)阳性或不阳性(OB-)分层。分别。进行1:1倾向评分匹配,以控制人口统计(例如,年龄和性别),合并症(如,酒精中毒),和损伤特征。
    结果:在77,311名接受测试的患者中,849例OB+与OB-患者匹配。与OB组相比,OB+患者更有可能进行非计划插管(26[3.1%]vs8[0.9%],P=0.002),并且具有延长的HLOS(≥2天:683[84.0%]vs625[77.8%],P=0.002)。所有其他结果均无差异(P>0.05)。
    结论:在老年创伤患者中,OB摄入与非计划插管的发生率较高和较长的HLOS相关。早期识别患有OB的老年创伤患者可以帮助提供必要的药物和行为干预措施,以治疗其物质使用并可能改善预后。
    BACKGROUND: Acute substance intoxication is associated with traumatic injury and worse hospital outcomes. The objective of this study was to evaluate the association between simultaneous opioids and benzodiazepines (OB) use and hospital outcomes in elderly trauma patients.
    METHODS: We performed a retrospective analysis using the American College of Surgeons Trauma Quality Improvement Program (ACS-TQIP) 2017 database. We included trauma patients (age ≥ 65 years) examined by urine toxicology within 24 hours of presentation. The primary outcome was in-hospital mortality. Secondary outcomes included hospital and ICU lengths of stay (HLOS AND ICULOS), in-hospital complications (eg, ventilator-associated pneumonia), unplanned intubation, and duration of mechanical ventilation. Patients were stratified being both positive for opioids and benzodiazepines (OB+) or not (OB-) based on having positive or negative drug screen for both drugs, respectively. A 1:1 propensity score matching was performed controlling for demographics (eg, age and sex), comorbidities (eg, alcoholism), and injury characteristics.
    RESULTS: Of 77,311 tested patients, 849 OB+ were matched to OB- patients. Compared to OB- group, OB+ patients were more likely to have unplanned intubation (26 [3.1%] vs 8 [0.9%], P = 0.002) and had prolonged HLOS (≥2 days: 683 [84.0%] vs 625 [77.8%], P = 0.002). There were no differences in all other outcomes (P > 0.05).
    CONCLUSIONS: The OB intake is associated with higher incidence of unplanned intubation and longer HLOS in elderly trauma patients. Early identification of elderly trauma patient with OB+ can help provide necessary pharmacologic and behavioral interventions to treat their substance use and potentially improve outcomes.
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  • 文章类型: Journal Article
    背景:多物质使用是一个非常普遍的公共卫生问题,特别是在青少年中,关于预防方案和政策的决定通常是在地方一级做出的。虽然有越来越多的文献研究青少年使用多物质的模式,对这些模式在不同地理区域的差异知之甚少。
    方法:使用大型,来自2018年马里兰州青年风险行为调查的马里兰州高中生代表性样本(n=41,091),我们根据九个二元指标对青少年物质使用进行了潜在类别分析(LCA),包括过去30天的可燃烟草,电子烟,酒精,和大麻的使用,以及终生使用处方阿片类药物,可卡因,海洛因,甲基苯丙胺,注射药物的使用。使用多指标和多原因(MIMIC)程序检查了各县的测量不变性。
    结果:LCA的结果显示了总样本的三类青少年物质使用:(1)低物质使用,(2)常用物质(即电子烟,酒精,和大麻的使用),和(3)多物质使用。MIMIC程序的结果表明,学生对特定指标的认可及其班级成员资格的地理差异。
    结论:这些差异表明,有必要对青少年多物质使用的当地趋势进行检查,以制定多层次的预防方案和政策。
    BACKGROUND: Polysubstance use is a highly prevalent public health issue, particularly among adolescents, and decisions on prevention programming and policies are often made at the local level. While there is a growing literature examining patterns of polysubstance use among adolescents, little is known about differences in those patterns across geographic regions.
    METHODS: Using a large, representative sample of high school students from the state of Maryland (n = 41,091) from the 2018 Maryland Youth Risk Behavior Survey, we conducted a latent class analysis (LCA) of adolescent substance use along nine binary indicators, including past 30-day combustible tobacco, e-cigarette, alcohol, and cannabis use, as well as lifetime use of prescription opioids, cocaine, heroin, methamphetamine, and injection drug use. Measurement invariance across counties was examined using the Multiple Indicators and Multiple Causes (MIMIC) procedure.
    RESULTS: The results of the LCA show three classes of adolescent substance use for the total sample: (1) low substance use, (2) commonly used substances (i.e., e-cigarette, alcohol, and cannabis use), and (3) polysubstance use. The results from the MIMIC procedure demonstrated geographic differences in students\' endorsement of specific indicators and their class membership.
    CONCLUSIONS: These differences demonstrate the need for an examination of local trends in adolescent polysubstance use to inform multi-tiered prevention programming and policy.
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