Wang Lei, Zhan Yongcheng, Li Qiudan, Zeng Daniel D, Leischow Scott J, Okamoto Janet
College of Management and Economics, Tianjin University, Tianjin 300072, China.
Department of Management Information Systems, University of Arizona, Tucson, AZ 85721, USA.
Int J Environ Res Public Health. 2015 Nov 20;12(11):14916-35. doi: 10.3390/ijerph121114916.
In recent years, the emerging electronic cigarette (e-cigarette) marketplace has shown great development prospects all over the world. Reddit, one of the most popular forums in the world, has a very large user group and thus great influence. This study aims to gain a systematic understanding of e-cigarette flavors based on data collected from Reddit. Flavor popularity, mixing, characteristics, trends, and brands are analyzed. Fruit flavors were mentioned the most (n = 15,720) among all the posts and were among the most popular flavors (n = 2902) used in mixed blends. Strawberry and vanilla flavors were the most popular for e-juice mixing. The number of posts discussing e-cigarette flavors has increased sharply since 2014. Mt. Baker Vapor and Hangen were the most popular brands discussed among users. Information posted on Reddit about e-cigarette flavors reflected consumers' interest in a variety of flavors. Our findings suggest that Reddit could be used for data mining and analysis of e-cigarette-related content. Understanding how e-cigarette consumers' view and utilize flavors within their vaping experience and how producers and marketers use social media to promote flavors and sell products could provide valuable information for regulatory decision-makers.
近年来,新兴的电子烟市场在全球展现出巨大的发展前景。Reddit是全球最受欢迎的论坛之一,拥有庞大的用户群体,因而影响力极大。本研究旨在基于从Reddit收集的数据,系统了解电子烟口味。分析了口味的受欢迎程度、混合情况、特点、趋势及品牌。在所有帖子中,水果口味被提及的次数最多(n = 15720),并且是混合配方中最受欢迎的口味之一(n = 2902)。草莓和香草口味在电子烟液混合中最受欢迎。自2014年以来,讨论电子烟口味的帖子数量急剧增加。贝克山蒸汽公司(Mt. Baker Vapor)和汉根(Hangen)是用户讨论最多的最受欢迎品牌。Reddit上发布的关于电子烟口味的信息反映了消费者对多种口味的兴趣。我们的研究结果表明,Reddit可用于电子烟相关内容的数据挖掘和分析。了解电子烟消费者在 vaping 体验中如何看待和使用口味,以及生产商和营销商如何利用社交媒体推广口味和销售产品,可为监管决策者提供有价值的信息。