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使用最大差异选择模型区分青年电子烟使用的原因。

Differentiating Reasons for Young Adult E-cigarette Use Using Maximum Difference Choice Models.

机构信息

Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, USA.

Moores UC San Diego Cancer Center, University of California, San Diego, USA.

出版信息

Nicotine Tob Res. 2023 May 22;25(6):1116-1124. doi: 10.1093/ntr/ntad017.

Abstract

INTRODUCTION

Understanding the reasons young adults use e-cigarettes (ie, vape)-and whether these motivations vary across groups-is essential for informing tobacco regulatory efforts.

AIMS AND METHODS

An online panel of young adults who vape (n = 230; age = 18-30 years) completed a maximum difference discrete choice task for 15 reasons for vaping. Over 9 choice sets, participants were presented a subset of 5 reasons and selected the most and least important. Hierarchical bayesian analysis estimated the relative importance of each reason. Latent class analysis (LCA) identified groups with similarly ranked reasons for use. Multinomial regression evaluated the association between sample characteristics and class membership.

RESULTS

Overall, relaxation had the highest probability of being the most important reason for use (14.8%), followed by harm reduction (13.2%), and flavors (10.3%). LCA identified five distinct classes, based on top reasons for use: 1. cessation (cigarette cessation [20.2%]; n = 80); 2. dependence (relaxation [20.5%] and unable to quit [19.2%]; n = 21); 3. relaxation (relaxation [20.6%]; n = 66); 4. socializing (socializing [22.2%]; n = 27); and 5. variable (boredom [10.5%] and acceptability [10.2%]; n = 36). Participants who were older, smoked cigarettes, or vaped more frequently were more likely to belong to the cessation class while those who were younger or more e-cigarette dependent were more likely to belong to the dependence class.

CONCLUSIONS

Perceived reasons why young adults vape are highly heterogeneous and dependent on the type of user. Tobacco regulatory efforts targeting distinct types of vapers are needed to minimize the adverse public health impact of vaping without compromising appeal for smoking cessation.

IMPLICATIONS

E-cigarette use remains high among young adults, with flavors, cost, and harm reduction (vs. combustible cigarettes) among the mostly commonly reported reasons for use. Yet, little is known about how relatively important these reasons are to the individual. Leveraging a maximum difference task, young adults' reasons for use were evaluated on a common interval scale and groups sharing similar reasons identified. Smoking cessation, dependence, relaxation, socialization, and boredom were respectively the most important reasons for use among five classes of vapers. E-cigarette regulatory policies should consider the distinct reasons for use as to not compromise their appeal for smoking cessation.

摘要

简介

了解年轻人使用电子烟(即 vape)的原因——以及这些动机是否因群体而异——对于为烟草监管工作提供信息至关重要。

目的和方法

一个由 230 名年龄在 18-30 岁之间的电子烟使用者组成的在线小组完成了 15 个电子烟使用原因的最大差异离散选择任务。在 9 个选择组中,参与者被呈现 5 个原因中的一个子集,并选择最重要和最不重要的原因。分层贝叶斯分析估计了每个原因的相对重要性。潜在类别分析(LCA)确定了使用原因排名相似的组。多项回归评估了样本特征与类别成员之间的关联。

结果

总体而言,放松是使用电子烟最重要的原因(概率为 14.8%),其次是减少危害(概率为 13.2%)和口味(概率为 10.3%)。LCA 根据使用的主要原因确定了五个不同的类别:1. 戒烟(戒烟[20.2%];n=80);2. 依赖(放松[20.5%]和无法戒烟[19.2%];n=21);3. 放松(放松[20.6%];n=66);4. 社交(社交[22.2%];n=27);5. 变量(无聊[10.5%]和可接受性[10.2%];n=36)。年龄较大、吸烟或更频繁地使用电子烟的参与者更有可能属于戒烟类别,而年龄较小或对电子烟依赖性更强的参与者更有可能属于依赖类别。

结论

年轻人吸食电子烟的原因存在高度异质性,且取决于用户类型。需要针对不同类型的电子烟使用者采取烟草监管措施,以尽量减少电子烟对公共健康的不利影响,同时又不影响戒烟的吸引力。

意义

电子烟在年轻人中仍然很流行,口味、成本和减少危害(与可燃香烟相比)是使用电子烟的最常见原因。然而,人们对这些原因对个人的相对重要性知之甚少。利用最大差异任务,对年轻人使用电子烟的原因进行了共同间隔尺度的评估,并确定了具有相似使用原因的群体。在五个电子烟使用者类别中,戒烟、依赖、放松、社交和无聊分别是使用的最重要原因。电子烟监管政策应考虑到不同的使用原因,以免影响其戒烟的吸引力。

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