Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Department of Psychology, University at Buffalo, State University of New York, Buffalo, NY, USA.
Nicotine Tob Res. 2023 Jun 9;25(7):1391-1399. doi: 10.1093/ntr/ntad037.
There has been little research objectively examining use-patterns among individuals who use electronic cigarettes (e-cigarettes). The primary aim of this study was to identify patterns of e-cigarette use and categorize distinct use-groups by analyzing patterns of puff topography variables over time. The secondary aim was to identify the extent to which self-report questions about use accurately assess e-cigarette use-behavior.
Fifty-seven adult e-cigarette-only users completed a 4-hour ad libitum puffing session. Self-reports of use were collected both before and after this session.
Three distinct use-groups emerged from exploratory and confirmatory cluster analyses. The first was labeled the "Graze" use-group (29.8% of participants), in which the majority of puffs were unclustered (ie, puffs were greater than 60 seconds apart) with a small minority in short clusters (2-5 puffs). The second was labeled the "Clumped" use group (12.3%), in which the majority of puffs were within clusters (short, medium [6-10 puffs], and/or long [>10 puffs]) and a small minority of puffs were unclustered. The third was labeled the "Hybrid" use-group (57.9%), in which most puffs were either within short clusters or were unclustered. Significant differences emerged between observed and self-reported use-behaviors with a general tendency for participants to overreport use. Furthermore, commonly utilized assessments demonstrated limited accuracy in capturing use behaviors observed in this sample.
This research addressed several limitations previously identified in the e-cigarette literature and collected novel data that provided substantial information about e-cigarette puff topography and its relationship with self-report measures and use-type categorization.
This is the first study to identify and distinguish three empirically based e-cigarette use-groups. These use-groups, as well as the specific topography data discussed, can provide a foundation for future research assessing the impact of use across different use types. Furthermore, as participants tended to overreport use and assessments did not capture use accurately, this study can serve as a foundation for future work developing more appropriate assessments for use in research studies as well as clinical practice.
针对使用电子烟的个体的使用模式,鲜有研究对此进行客观地检验。本研究的主要目的是通过分析随时间推移的吸嘴模式变量的模式,确定电子烟的使用模式并对不同的使用人群进行分类。次要目的是确定关于使用情况的自我报告问题在多大程度上准确评估电子烟的使用行为。
57 名仅使用电子烟的成年参与者完成了 4 小时的自由吸嘴测试。在测试前后均收集了关于使用情况的自我报告。
探索性和验证性聚类分析得出了三个不同的使用人群。第一个被标记为“放牧”使用人群(占参与者的 29.8%),其中大多数吸嘴是不聚集的(即,吸嘴之间的间隔超过 60 秒),只有一小部分吸嘴是短聚集的(2-5 口)。第二个被标记为“聚集”使用人群(12.3%),其中大多数吸嘴在聚集(短、中[6-10 口]和/或长[>10 口]),只有一小部分吸嘴不聚集。第三个被标记为“混合”使用人群(57.9%),其中大多数吸嘴要么在短聚集内,要么不聚集。观察到的和自我报告的使用行为之间存在显著差异,参与者普遍存在过度报告使用的倾向。此外,常用的评估方法在捕捉本研究样本中观察到的使用行为方面表现出有限的准确性。
本研究解决了电子烟文献中先前确定的几个局限性,并收集了新的数据,这些数据提供了关于电子烟吸嘴模式及其与自我报告测量和使用类型分类的关系的大量信息。
这是第一项确定和区分三种基于经验的电子烟使用人群的研究。这些使用人群以及讨论的特定吸嘴模式数据,可以为评估不同使用类型的影响的未来研究提供基础。此外,由于参与者倾向于过度报告使用情况,并且评估不能准确地捕捉使用情况,因此这项研究可以作为未来工作的基础,为研究和临床实践中开发更合适的评估方法提供依据。