Identifying E-cigarette Content on TikTok: Using a BERTopic Modeling Approach
Lee J, Ouellette R, Murthy D, Pretzer B, Anand T, Kong G. Identifying E-cigarette Content on TikTok: Using a BERTopic Modeling Approach. Nicotine & Tobacco Research 2024, ntae171. PMID: 39001654, DOI: 10.1093/ntr/ntae171.Peer-Reviewed Original ResearchSocial media researchSocial mediaMedia researchTobacco regulatory policiesE-cigarettesAnalysis of hashtagsTopic clustersE-cigarette marketingNon-English languageAmount of social media dataTobacco productsSocial media dataUse of e-cigarettesE-cigarette promotionsTikTokTikTok postsUnique hashtagsHashtagsE-cigarette contentMedia dataCluster textsAnalytic sampleVaping flavorsVaping identityQualitative approachUse of ENDS devices and modifications to vape cannabis among adolescents and young adults who also vape nicotine
Ouellette R, Morean M, Lee J, Kong G. Use of ENDS devices and modifications to vape cannabis among adolescents and young adults who also vape nicotine. Addictive Behaviors 2024, 157: 108099. PMID: 39003977, DOI: 10.1016/j.addbeh.2024.108099.Peer-Reviewed Original ResearchElectronic nicotine delivery systemsVaping cannabisCo-use of cannabisVape pensElectronic nicotine delivery systems useVaping devicesMultivariate logistic regression modelNicotine delivery systemsYoung adultsElectronic nicotine delivery systems devicesCannabis useLogistic regression modelsNicotine liquidVaping nicotineNicotineCannabis concentratesCannabisCo-useAYAE-liquidsVaping productsSocio-economic statusDelivery systemTobacco productsDays