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Characterizing the use, preferences, and perceptions of flavors in cigars in pregnant women. 了解孕妇对雪茄香味的使用、偏好和感知。
IF 2.3 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-07-01 Epub Date: 2023-02-03 DOI: 10.1080/10550887.2023.2170703
Nancy C Jao, George D Papandonatos, Jocelyn Stanfield, Katelyn Borba, Laura R Stroud

Background: Flavors contribute to the appeal of tobacco products, but less is known about flavors in cigar products. The current study is the first to focus on characterizing the use and perceptions of flavors in cigar products among pregnant women.

Methods: Pregnant women (N = 124) reported their use, preferences (liking, attractiveness, smoothness, interest), perceptions of harm (general, pregnancy-specific, fetal), and postpartum intention to use eight flavor categories (menthol/mint, spices, fruit, chocolate, alcohol, other beverages, candy/sweet, tobacco). We utilized correspondence analysis of contingency tables to investigate clustering of preferences and perceptions of flavors across the sample, and examined how preferences and perceptions of flavors may differ based on history of cigar use (none vs. lifetime vs. prenatal).

Results: Overall, 37% reported never trying cigars, 51% reported lifetime use, and 12% reported prenatal use. Fruit (37%), tobacco (36%), and alcohol (14%) were the most common cigar flavors participants reported ever trying. Correspondence analysis revealed clustering in preferences for alcohol, fruit, and candy flavors compared to other flavors, and revealed lower intentions to use menthol/mint and tobacco flavors compared to other flavors. Participants who reported prenatal cigar use also reported more positive perceptions and greater intentions to use (1) spice and alcohol flavors compared to those who reported lifetime use (ps < .05); and (2) spice, alcohol, fruit, and tobacco cigar flavors compared to participants reporting never using cigars (ps < .04).

Conclusions: Regulations to restrict the availability of flavors, especially fruit, spice, and alcohol, may reduce the appeal and use of cigar products in pregnant women.

背景:烟草产品的香味有助于增加其吸引力,但人们对雪茄产品中的香味却知之甚少。目前的研究是首次关注孕妇对雪茄产品中香料的使用和看法:孕妇(N = 124)报告了她们对八种口味(薄荷/薄荷、香料、水果、巧克力、酒精、其他饮料、糖果/甜食、烟草)的使用情况、喜好(喜欢、吸引力、顺滑度、兴趣)、危害感(一般、妊娠特异性、胎儿)和产后使用意向。我们利用或然率表的对应分析来调查样本中对口味的偏好和认知的聚类情况,并研究了根据雪茄使用史(未曾使用与终生使用与产前使用)对口味的偏好和认知可能存在的差异:总体而言,37%的人称从未尝试过雪茄,51%的人称终生使用雪茄,12%的人称产前使用过雪茄。水果味(37%)、烟草味(36%)和酒精味(14%)是参与者最常尝试的雪茄口味。对应分析表明,与其他口味相比,雪茄参与者对酒精、水果和糖果口味的偏好存在聚类现象;与其他口味相比,参与者对薄荷/薄荷和烟草口味的使用意愿较低。报告产前使用过雪茄的参与者也报告说,与报告终生使用雪茄的参与者相比,他们对(1)香料和酒精口味的雪茄有更积极的看法和更大的使用意愿(ps < .05);与报告从未使用过雪茄的参与者相比,他们对(2)香料、酒精、水果和烟草口味的雪茄有更积极的看法和更大的使用意愿(ps < .04):结论:限制香料(尤其是水果、香料和酒精)供应的法规可能会降低雪茄产品对孕妇的吸引力和使用率。
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引用次数: 0
Assessment of an observed clinical skills exam in undergraduate medical education: a patient with opioid use disorder and chronic pain. 本科医学教育中的临床技能观察考试评估:阿片类药物使用障碍和慢性疼痛患者。
IF 2.3 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-07-01 Epub Date: 2023-05-18 DOI: 10.1080/10550887.2023.2210018
Halle G Sobel, Amanda G Kennedy, Leigh Ann Holterman, John Brooklyn, Angelika Hillios, Cate Nicholas, Elly Riser

It is crucial that future physicians understand the nature of opioid use disorder (OUD). We designed a pilot Observed Structured Clinical Examination (OSCE) using simulated patients (SPs) experiencing OUD with concurrent chronic pain. The case was piloted in 2021 and 2022 during the multi-station OSCE that all the medical school clerkship students take at the end of their third year of medical school. A total of 111 medical students completed the OSCE in 2021 and 93 in 2022. The authors developed a case description and an assessment instrument for the SP to evaluate the student's performance on history taking, communication and professionalism. The evaluation was mixed-methods using SP evaluation data and a qualitative assessment of medical students' answers to 4 questions which were analyzed with a priori codes. In both years, the total scores for the case were slightly slower than the established OSCE cases in both years. A total of 75% (148/197) of students who responded to the assessment found the case difficult to manage. Strengths of the case included a majority of the students reporting the case helped them to identify strengths and weakness in assessing and treating OUD. Weaknesses included the lack of enough patient history and the perception that the SP was unrealistic (too nice). This pilot OSCE was challenging for the third year medical students based on the evaluative data. Given the scope of OUD and deaths, training students to identify and treat OUD during undergraduate medical education is of paramount importance.

让未来的医生了解阿片类药物使用障碍(OUD)的本质至关重要。我们设计了一种试验性的结构化临床观察考试(OSCE),使用患有阿片类药物使用障碍并同时伴有慢性疼痛的模拟患者(SPs)。该病例于 2021 年和 2022 年在医学院实习学生在医学院三年级结束时参加的多站 OSCE 考试中试用。2021 年共有 111 名医学生完成了 OSCE,2022 年共有 93 名医学生完成了 OSCE。作者开发了病例描述和SP评估工具,以评估学生在病史采集、沟通和职业素养方面的表现。评估采用混合方法,使用了SP评估数据和对医学生回答4个问题的定性评估,并对这些问题进行了先验编码分析。在这两年中,案例的总分都略低于既定的 OSCE 案例。共有 75% 的学生(148/197)在回答评估问题时认为该病例难以处理。该案例的优点包括:大多数学生表示,该案例有助于他们发现在评估和治疗 OUD 方面的优势和不足。不足之处包括缺乏足够的患者病史,以及认为 SP 不切实际(太好)。根据评估数据,这次试点 OSCE 对三年级医学生来说具有挑战性。鉴于 OUD 的范围和死亡人数,在本科医学教育中培训学生识别和治疗 OUD 至关重要。
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引用次数: 0
Psychoactive plant derivatives (ayahuasca, ibogaine, kratom) and their application in opioid withdrawal and use disorder - a narrative review. 精神活性植物衍生物(死藤水、伊博卡因、桔梗)及其在阿片类药物戒断和使用障碍中的应用--叙述性综述。
IF 2.3 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-07-01 Epub Date: 2023-05-18 DOI: 10.1080/10550887.2023.2195777
Alexandra Arenson, Cynthia I Campbell, Ilan Remler

The opioid epidemic and limited access to treatment for opioid withdrawal (OW) and opioid use disorder (OUD) has led individuals to seek alternative treatments. This narrative review aims to educate clinicians on the mechanisms of action, toxicity, and applications of psychoactive plant-based substances patients may be using to self-treat OUD and OW. We specifically discuss ayahuasca, ibogaine, and kratom as they have the most evidence for applications in OUD and OW from the last decade (2012-2022). Evidence suggests these substances may have efficacy in treating OW and OUD through several therapeutic mechanisms including their unique pharmacodynamic effects, rituals performed around ingestion, and increased neuroplasticity. The current evidence for their therapeutic application in OUD and OW is primarily based on small observational studies or animal studies. High-quality, longitudinal studies are needed to clarify safety and efficacy of these substances in treatment of OW and OUD.

阿片类药物的流行以及阿片类药物戒断(OW)和阿片类药物使用障碍(OUD)的治疗途径有限,导致人们开始寻求替代疗法。这篇叙述性综述旨在向临床医生介绍患者可能用于自我治疗 OUD 和 OW 的精神活性植物物质的作用机制、毒性和应用。我们特别讨论了死藤水、伊博卡因和桔梗,因为它们在过去十年(2012-2022 年)中应用于 OUD 和 OW 的证据最多。有证据表明,这些物质可通过多种治疗机制(包括其独特的药效学效应、摄入时举行的仪式以及神经可塑性的增强)有效治疗 OW 和 OUD。目前,这些药物在治疗 OUD 和 OW 方面的应用主要基于小型观察研究或动物实验。需要进行高质量的纵向研究,以明确这些物质治疗 OW 和 OUD 的安全性和有效性。
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引用次数: 0
The effect of sustainable low-dose sildenafil and cognitive-behavioral training on sexual function in methadone-treated men-a randomized controlled trial. 可持续低剂量西地那非和认知行为训练对美沙酮治疗男性性功能的影响--随机对照试验。
IF 1.6 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-07-01 Epub Date: 2023-07-18 DOI: 10.1080/10550887.2023.2186763
Negah Tavakolifard, Zahra Amini

Background: Sexual dysfunction caused by opioids is one of the serious problems of drug misusers.

Objective: This study aimed to evaluate and compare the effect of continuous low-dose sildenafil treatment alongside psychological training on the sexual function of methadone-treated patients.

Method: This randomized clinical trial was conducted on methadone-treated men with sexual dysfunction. Patients were randomly divided into two treatment groups: sildenafil 25 mg and psychological training. Sexual Quality of Life-Men, Sexual Self-Efficacy Scale-Erectile, and the International Index of Erectile Function were used before and 4 weeks after the end of the intervention.

Results: A total of 67 couples were included in the study (34 psychological interventions vs. 33 sildenafil group). After 4 weeks of treatment, the mean of male erectile function (33.73 ± 8.114 and 27.62 ± 6.238, p = 0.003) and sexual self-efficacy score (78.36 ± 12.713 and 69.62 ± 14.940, p < 0.0001) in the sildenafil group were statistically significant compared to the psychological group, however, the sexual quality score of the two groups was not statistically significant (31.48 ± 9.216 and 31.71 ± 11.333, p = 0.342).

Conclusions: The sexual function of methadone-treated men in both groups was significantly improved, yet this difference was significantly greater in the pharmaceutical treatment group than the trainings. As a result, due to the high need for treatment, any type of intervention (medication or psychotherapy) will be effective in these patients.

背景:阿片类药物导致的性功能障碍是吸毒者面临的严重问题之一:阿片类药物导致的性功能障碍是吸毒者面临的严重问题之一:本研究旨在评估和比较持续低剂量西地那非治疗和心理训练对美沙酮治疗患者性功能的影响:这项随机临床试验的对象是美沙酮治疗的性功能障碍男性患者。患者被随机分为两个治疗组:西地那非 25 毫克组和心理训练组。在干预前和干预结束 4 周后,使用了 "性生活质量-男性"、"性自我效能量表-勃起 "和 "国际勃起功能指数":共有67对夫妇参加了研究(心理干预组34对,西地那非组33对)。治疗 4 周后,男性勃起功能平均值(33.73 ± 8.114 和 27.62 ± 6.238,P = 0.003)和性自我效能评分(78.36 ± 12.713 和 69.62 ± 14.940,P = 0.342):两组接受美沙酮治疗的男性的性功能均有明显改善,但药物治疗组的差异明显大于培训组。因此,由于对治疗的需求很大,任何类型的干预(药物治疗或心理治疗)对这些患者都会有效。
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引用次数: 0
Wernicke's encephalopathy treated with high dose intravenous thiamine: a case report. 用大剂量硫胺素静脉注射治疗 Wernicke 脑病:病例报告。
IF 1.6 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-07-01 DOI: 10.1080/10550887.2024.2365002
Maria Alamir, Ashley Cantu-Weinstein, Rachel Branning, Jeremy Weleff, Akhil Anand

Wernicke's encephalopathy (WE) is a dangerous and potentially fatal neurological condition associated with thiamin deficiency. The standard treatment for WE is intravenous (IV) thiamin, but limited research describes optimal dosing. We present a case of a 40-year-old male with severe alcohol use disorder (AUD) and chronic malnourishment who developed WE. Upon administration of 100 mg IV thiamin, symptoms of WE persisted, but when the dose was increased to 500 mg, altered mental status and ophthalmoplegia resolved rapidly. IV thiamin is a reliable and low-risk treatment for WE, even when administered at high doses. High-dose IV thiamin (i.e., >/100 mg) can treat neurological symptoms and cognitive dysfunction in WE and should be considered for first-line treatment. Further study of WE diagnostic and treatment guidelines is warranted to maximize recovery potential.

韦尼克脑病(Wernicke's encephalopathy,WE)是一种与硫胺素缺乏有关的危险且可能致命的神经系统疾病。韦尼克脑病的标准治疗方法是静脉注射硫胺素,但有关最佳剂量的研究却十分有限。我们介绍了一例患有严重酒精使用障碍(AUD)和慢性营养不良的 40 岁男性患者的病例。在静脉注射 100 毫克硫胺素后,WE 的症状持续存在,但当剂量增加到 500 毫克时,精神状态改变和眼球震颤迅速缓解。静脉注射硫胺素是治疗WE的一种可靠且低风险的方法,即使是大剂量也不例外。大剂量静脉注射硫胺素(即>/100毫克)可治疗WE的神经症状和认知功能障碍,应考虑作为一线治疗。有必要进一步研究 WE 诊断和治疗指南,以最大限度地挖掘康复潜力。
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引用次数: 0
A scoping review of spirituality in relation to substance use disorders: Psychological, biological, and cultural issues. 与药物使用失调有关的灵性的范围审查:心理、生物和文化问题。
IF 1.6 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-07-01 Epub Date: 2023-02-11 DOI: 10.1080/10550887.2023.2174785
Marc Galanter, William L White, Jag Khalsa, Helena Hansen

Background: Spirituality is a construct encompassing a diversity of strongly held beliefs and pursuits related to life's meaning and purpose. Empirical studies in key domains of spirituality related to substance use disorder (SUD) can be valuable in guiding research, and potentially clinical care.

Objectives: To conduct a scoping review of research on the psychological, biological, and cultural dimensions of spirituality and their role in relation to SUD. To identify limitations in empirical findings within these domains and identify promising areas for related research.

Data sources, study appraisal, and synthesis methods: Illustrative studies available in the empirical literature are reviewed in order to characterize these three key domains.

Results: Certain areas of importance stand out: On Psychology, attribution of SUD to a spiritual outlook; spiritual awakening; the relation of spirituality to drug craving; and spirituality in the context of psychedelic-assisted psychotherapy. On Biology, heritability of traits related to shared spiritual experience; neurophysiologic correlates of spiritually related experiences; and correlates in brain imaging; On Culture, spiritual aspects of SUD in different cultural settings; distinctions between spiritual and religious phenomena; roles that international organizations play; and context of acquiring recovery capital. The need for further research in each area is defined.

Conclusions: There is utility in examining the diversity of findings in the roles of psychology, biology, and culture in the SUD field. Further research, particularly applying randomization and clinical controls, would be useful in improving the effective application of the construct of spirituality in clinical care.

背景:灵性是一种建构,包括与人生意义和目的相关的各种强烈信念和追求。对与药物使用障碍(SUD)相关的灵性的关键领域进行实证研究,对指导研究和潜在的临床治疗具有重要价值:对灵性的心理、生物和文化层面及其在药物滥用障碍中的作用进行研究综述。确定这些领域的实证研究结果的局限性,并确定有希望开展相关研究的领域:数据来源、研究评估和综合方法:对实证文献中的说明性研究进行回顾,以确定这三个关键领域的特征:结果:某些重要领域脱颖而出:在心理学方面,将 SUD 归因于精神观;精神觉醒;精神与药物渴求的关系;以及迷幻药辅助心理疗法中的精神。在生物学方面,与共同精神体验相关的特征的遗传性;与精神体验相关的神经生理学相关性;以及大脑成像中的相关性;在文化方面,不同文化背景下的精神依赖症;精神现象与宗教现象之间的区别;国际组织发挥的作用;以及获得康复资本的背景。结论:结论:研究心理学、生物学和文化在 SUD 领域的作用方面的各种发现是有用的。进一步的研究,尤其是随机化和临床控制的应用,将有助于提高灵性在临床护理中的有效应用。
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引用次数: 0
A systematic review on the impact of alcohol warning labels. 关于酒精警告标签影响的系统回顾。
IF 2.3 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-07-01 Epub Date: 2023-05-22 DOI: 10.1080/10550887.2023.2210020
Kayla M Joyce, Myles Davidson, Eden Manly, Sherry H Stewart, Mohammed Al-Hamdani

Findings on the effects of alcohol warning labels (AWLs) as a harm reduction tool have been mixed. This systematic review synthesized extant literature on the impact of AWLs on proxies of alcohol use. PsycINFO, Web of Science, PubMED, and MEDLINE databases and reference lists of eligible articles. Following PRISMA guidelines, 1,589 articles published prior to July 2020 were retrieved via database and 45 were via reference lists (961 following duplicate removal). Article titles and abstracts were screened, leaving the full text of 96 for review. The full-text review identified 77 articles meeting inclusion/exclusion criteria which are included here. Risk of bias among included studies was examined using the Evidence Project risk of bias tool. Findings fell into five categories of alcohol use proxies including knowledge/awareness, perceptions, attention, recall/recognition, attitudes/beliefs, and intentions/behavior. Real-world studies highlighted an increase in AWL awareness, alcohol-related risk perceptions (limited findings), and AWL recall/recognition post-AWL implementation; these findings have decreased over time. Conversely, findings from experimental studies were mixed. AWL content/formatting and participant sociodemographic factors also appear to influence the effectiveness of AWLs. Findings suggest conclusions differ based on the study methodology used, favoring real-world versus experimental studies. Future research should consider AWL content/formatting and participant sociodemographic factors as moderators. AWLs appear to be a promising approach for supporting more informed alcohol consumption and should be considered as one component in a comprehensive alcohol control strategy.

关于酒精警示标签(AWL)作为一种减低危害工具的效果,研究结果不一。本系统性综述综合了有关酒精警示标签对酒精使用替代品影响的现有文献。本综述参考了 PsycINFO、Web of Science、PubMED 和 MEDLINE 数据库以及符合条件文章的参考文献列表。根据 PRISMA 指南,通过数据库检索到了 1,589 篇 2020 年 7 月之前发表的文章,通过参考文献列表检索到了 45 篇(删除重复文章后为 961 篇)。对文章的标题和摘要进行了筛选,剩下 96 篇文章的全文供审阅。全文审查确定了 77 篇符合纳入/排除标准的文章,现将其纳入本文。使用证据项目偏倚风险工具对纳入研究的偏倚风险进行了检查。研究结果分为五类酒精使用代用指标,包括知识/意识、感知、注意力、回忆/认知、态度/信念和意图/行为。现实世界的研究突出表明,在实施《世界酒精清单》后,人们对《世界酒精清单》的认识、与酒精相关的风险认知(有限的研究结果)以及《世界酒精清单》的回忆/认知都有所提高;随着时间的推移,这些研究结果有所下降。相反,实验研究的结果则好坏参半。预警内容/格式和参与者的社会人口因素似乎也会影响预警的效果。研究结果表明,所使用的研究方法不同,得出的结论也不尽相同,真实世界研究与实验研究的结论也不尽相同。未来的研究应将 AWL 的内容/格式和参与者的社会人口因素视为调节因素。酒精预警似乎是支持更知情饮酒的一种有前途的方法,应被视为全面酒精控制策略的一个组成部分。
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引用次数: 0
Women over 50 who use alcohol and their engagement with primary and preventative health services: a narrative review using a systematic approach. 50 岁以上酗酒妇女及其参与初级和预防性保健服务的情况:采用系统方法进行的叙述性综述。
IF 2.3 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-07-01 Epub Date: 2023-05-10 DOI: 10.1080/10550887.2023.2190869
Grainne Clarke, Pauline Hyland, Catherine Comiskey

Background: Women who are over 50 years are drinking alcohol in higher quantities and more frequently than in previous decades. Good engagement with primary care is crucial for women's physical and psychological health, particularly if they use alcohol. However, there is little known about the alcohol use of women over 50 and their use of primary care.

Methods: A systematic search was conducted on six databases; CINAHL, Medline, PsycINFO, Academic Search Complete, EMBASE and Web of Science to identify literature on primary health care engagement of women 50 years and older (50+) who use alcohol. Titles and abstracts were reviewed and full texts were independently reviewed by two researchers. A narrative review, critical appraisal and synthesis of the eligible studies produced common themes and key findings.

Results: After excluding 3822 articles, 13 articles were deemed eligible for the review. For this age group (50+), findings were: 1) women who drink heavily were less likely than men to attend General Practitioners (GPs), moderate drinkers were more likely than abstainers to attend mammogram screening, 2) GPs were less likely to ask questions or discuss alcohol with women than with men, 3) GPs offered less advice on alcohol to women than to men, and 4) less women than men received alcohol screening from their GP.

Discussion: While women 50+ are drinking more, their alcohol use is underreported and insufficiently provided for in primary health. As women's life expectancy increases, improved GP engagement will benefit women's health and reduce future healthcare costs.

背景:与过去几十年相比,50 岁以上的女性饮酒的数量和频率更高。良好的初级保健服务对妇女的身心健康至关重要,尤其是在她们酗酒的情况下。然而,人们对 50 岁以上女性的饮酒情况及其使用初级保健的情况知之甚少:在六个数据库(CINAHL、Medline、PsycINFO、Academic Search Complete、EMBASE 和 Web of Science)中进行了系统检索,以确定有关 50 岁及以上(50 岁以上)饮酒妇女初级保健参与情况的文献。由两名研究人员对标题和摘要进行审阅,并独立审阅全文。对符合条件的研究进行了叙述性综述、批判性评估和综合,得出了共同的主题和主要发现:在排除了 3822 篇文章后,有 13 篇文章被认为符合审查条件。对于这一年龄组(50 岁以上),研究结果如下1)大量饮酒的女性比男性更少去看全科医生(GPs),中度饮酒者比禁酒者更有可能参加乳房 X 线照相筛查;2)全科医生比男性更少向女性提问或讨论酒精问题;3)全科医生比男性更少向女性提供有关酒精的建议;4)接受全科医生酒精筛查的女性比男性少:讨论:虽然 50 岁以上女性的饮酒量在增加,但她们的饮酒情况却没有得到充分报告,初级卫生保健也没有为她们提供足够的服务。随着女性预期寿命的延长,提高全科医生的参与度将有利于女性的健康并降低未来的医疗成本。
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引用次数: 0
Qualitative study on the perception of combustible cigarettes, e-cigarettes and heated tobacco cigarettes among pregnant women. 关于孕妇对可燃卷烟、电子烟和加热烟草卷烟看法的定性研究。
IF 2.3 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-07-01 Epub Date: 2023-03-09 DOI: 10.1080/10550887.2023.2184302
Marilena Maglia, Maria C Quattropani, Riccardo Polosa, Alessia Panassidi, Manuela Caruso, Marta Mangione, Valeria Nicolosi, Sonia D Mazzeppi, Vittorio Lenzo, Alberto Sardella, Pasquale Caponnetto

The research proposes to investigate the psychological reasons that may explain women's addiction to smoking during pregnancy and the perception of combustible cigarettes, electronic cigarettes and heated tobacco cigarettes. The sample included 30 participants who smoke or people who previously smoked who chose to quit or continue smoking during pregnancy. The data was gathered via a semi-structured interview and developed from three research questions: feelings, opinions and perceptions of pregnant women toward e-cigarettes, heated tobacco cigarettes, and combustible cigarettes. The study used thematic qualitative analysis for the methodological formulation of the results. The Standards for Reporting Qualitative Research Standards (QRRS) checklist was used. In this qualitative research, three psychological reasons for the onset of smoking were found and analyzed: feelings of stress, nervousness, and loneliness. According to the results: 40.91% of the women who smoked combustible cigarettes decided to keep on smoking and 59.09% decided to quit, 16.67% of participants who use heated tobacco cigarette decided to continue during pregnancy and the remaining 83.33% decide to stop; lastly, there is a condition of fairness for adults who use e-cigarette, 50% decided to continue smoking during pregnancy and the other 50% decided to stop smoking. The data indicate that those who continue to smoke during pregnancy are participants who smoke combustible cigarettes, stating that they reduce the amount of smoke inhaled. Meanwhile, participants who use heated tobacco cigarettes or e-cigarettes are certain that they pose less risk than combustible cigarettes; nevertheless, most of them decide to quit smoking during pregnancy. Another important aspect that has been noted is that of formal abandonment treatments, as quite unexpectedly, there has been a unanimous recognition of strong distrust toward the possible risks to the unborn child. There is a lot of distrust and little knowledge of official smoking cessation therapies, and because of this, participants stated that they can quit smoking whenever they want and only with their own willpower. Five categories and related themes emerged from the thematic analysis, such as reasons for starting with themes such as stress, irritation, loneliness, adolescence and integration; reasons for attachment to topics such as habit and carelessness about one's health; perceptions of traditional cigarettes compared to e-cigarettes and heated cigarettes with related topics such as sensory experiences and side effects; feelings and use of official smoking cessation therapies with issues as willpower and knowledge; information on the effects of smoke during pregnancy and breastfeeding, including risk information.

研究拟调查妇女在怀孕期间吸烟成瘾的心理原因,以及对可燃卷烟、电子卷烟和加热烟草卷烟的看法。样本包括 30 名在怀孕期间选择戒烟或继续吸烟的吸烟者或曾经吸烟者。数据通过半结构式访谈收集,并根据三个研究问题展开:孕妇对电子烟、加热烟草卷烟和可燃卷烟的感受、意见和看法。研究采用主题定性分析的方法得出结果。使用了定性研究报告标准(QRRS)检查表。在这项定性研究中,发现并分析了开始吸烟的三个心理原因:压力感、紧张感和孤独感。结果显示40.91%吸可燃卷烟的女性决定继续吸烟,59.09%决定戒烟;16.67%使用加热烟草卷烟的参与者决定在怀孕期间继续吸烟,其余83.33%决定戒烟;最后,使用电子烟的成年人存在公平条件,50%决定在怀孕期间继续吸烟,另外50%决定戒烟。数据显示,孕期继续吸烟的是吸可燃卷烟的参与者,他们表示这样可以减少吸入的烟雾量。同时,使用加热烟草香烟或电子烟的参与者确信它们比可燃香烟带来的风险更小;尽管如此,他们中的大多数人还是决定在怀孕期间戒烟。人们注意到的另一个重要方面是正规的放弃治疗,因为出乎意料的是,人们一致承认对胎儿可能存在的风险存在强烈的不信任。人们对官方戒烟疗法非常不信任,也知之甚少,正因为如此,参与者们表示,他们可以随时戒烟,而且只能靠自己的意志力。主题分析得出了五个类别和相关主题,如开始吸烟的原因,主题包括压力、烦躁、孤独、青春期和融合;依恋的原因,主题包括习惯和对自身健康的不在意;对传统香烟与电子烟和加热香烟的看法,主题包括感官体验和副作用;对官方戒烟疗法的感受和使用,主题包括意志力和知识;关于怀孕和哺乳期间烟雾影响的信息,包括风险信息。
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引用次数: 0
Development and validation of machine-learning algorithms predicting retention, overdoses, and all-cause mortality among US military veterans treated with buprenorphine for opioid use disorder. 开发和验证机器学习算法,预测接受丁丙诺啡治疗阿片类药物使用障碍的美国退伍军人的保留率、过量使用率和全因死亡率。
IF 1.6 4区 医学 Q3 SUBSTANCE ABUSE Pub Date : 2024-06-30 DOI: 10.1080/10550887.2024.2363035
Corey J Hayes, Nahiyan Bin Noor, Rebecca A Raciborski, Bradley Martin, Adam Gordon, Katherine Hoggatt, Teresa Hudson, Michael Cucciare

Background: Buprenorphine for opioid use disorder (B-MOUD) is essential to improving patient outcomes; however, retention is essential.

Objective: To develop and validate machine-learning algorithms predicting retention, overdoses, and all-cause mortality among US military veterans initiating B-MOUD.

Methods: Veterans initiating B-MOUD from fiscal years 2006-2020 were identified. Veterans' B-MOUD episodes were randomly divided into training (80%;n = 45,238) and testing samples (20%;n = 11,309). Candidate algorithms [multiple logistic regression, least absolute shrinkage and selection operator regression, random forest (RF), gradient boosting machine (GBM), and deep neural network (DNN)] were used to build and validate classification models to predict six binary outcomes: 1) B-MOUD retention, 2) any overdose, 3) opioid-related overdose, 4) overdose death, 5) opioid overdose death, and 6) all-cause mortality. Model performance was assessed using standard classification statistics [e.g., area under the receiver operating characteristic curve (AUC-ROC)].

Results: Episodes in the training sample were 93.0% male, 78.0% White, 72.3% unemployed, and 48.3% had a concurrent drug use disorder. The GBM model slightly outperformed others in predicting B-MOUD retention (AUC-ROC = 0.72). RF models outperformed others in predicting any overdose (AUC-ROC = 0.77) and opioid overdose (AUC-ROC = 0.77). RF and GBM outperformed other models for overdose death (AUC-ROC = 0.74 for both), and RF and DNN outperformed other models for opioid overdose death (RF AUC-ROC = 0.79; DNN AUC-ROC = 0.78). RF and GBM also outperformed other models for all-cause mortality (AUC-ROC = 0.76 for both). No single predictor accounted for >3% of the model's variance.

Conclusions: Machine-learning algorithms can accurately predict OUD-related outcomes with moderate predictive performance; however, prediction of these outcomes is driven by many characteristics.

背景:治疗阿片类药物使用障碍的丁丙诺啡(B-MOUD)对改善患者的治疗效果至关重要;然而,患者的保留率也至关重要:丁丙诺啡治疗阿片类药物使用障碍(B-MOUD)对改善患者的治疗效果至关重要,但保留率也至关重要:目的:开发并验证机器学习算法,预测开始接受 B-MOUD 治疗的美国退伍军人的保留率、过量用药率和全因死亡率:方法: 对 2006-2020 财年开始接受 B-MOUD 治疗的退伍军人进行识别。退伍军人的 B-MOUD 事件被随机分为训练样本(80%;n = 45238)和测试样本(20%;n = 11309)。候选算法[多重逻辑回归、最小绝对收缩和选择算子回归、随机森林(RF)、梯度提升机(GBM)和深度神经网络(DNN)]被用来建立和验证分类模型,以预测六种二元结果:1)B-MOUD 保留率;2)任何用药过量;3)阿片类药物相关用药过量;4)用药过量死亡;5)阿片类药物用药过量死亡;6)全因死亡率。使用标准分类统计[如接收者操作特征曲线下面积(AUC-ROC)]评估模型性能:训练样本中 93.0% 为男性,78.0% 为白人,72.3% 为失业者,48.3% 同时患有药物使用障碍。GBM模型在预测B-MOUD保留率方面略优于其他模型(AUC-ROC = 0.72)。RF 模型在预测任何药物过量(AUC-ROC = 0.77)和阿片类药物过量(AUC-ROC = 0.77)方面的表现优于其他模型。RF 和 GBM 在预测过量用药死亡方面的表现优于其他模型(两者的 AUC-ROC 均为 0.74),RF 和 DNN 在预测阿片类药物过量用药死亡方面的表现优于其他模型(RF AUC-ROC = 0.79;DNN AUC-ROC = 0.78)。在全因死亡率方面,RF 和 GBM 的表现也优于其他模型(两者的 AUC-ROC 均为 0.76)。没有一个预测因子占模型方差的 3% 以上:机器学习算法可以准确预测与 OUD 相关的结果,预测效果一般;但是,这些结果的预测受许多特征的影响。
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Journal of Addictive Diseases
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