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Original Articles

Characteristics of Adolescents’ and Young Adults’ Exposure to and Engagement with Nicotine and Tobacco Product Content on Social Media

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References

  • Abroms, L. C., Wysota, C. N., Tosakoon, S., Khayat, A., Duan, Z. & Levine, H. (2023). Industry marketing of tobacco products on social media: Case study of Philip Morris International’s IQOS. Tobacco Control, tc-2022–057833. doi:10.1136/tc-2022-057833
  • Anderson, M., Faverio, M., & Gottfried, J. (2023). Teens, Social Media and Technology 2023. Retrieved from https://www.pewresearch.org/internet/2023/12/11/teens-social-media-and-technology-2023/
  • Antonelli, W. (2023). How to screenshot on snapchat without someone knowing ( Business Insider]. Available from https://www.businessinsider.com/guides/tech/how-to-screenshot-on-snapchat-without-them-knowing
  • Auxier, B., & Anderson, M. (2021). Social media use in 2021. https://www.pewresearch.org/internet/wp-content/uploads/sites/9/2021/04/PI_2021.04.07_Social-Media-Use_FINAL.pdf
  • Birdsey, J., Cornelius, M., Jamal, A., Park-Lee, E., Cooper, M. R., Wang, J., Sawdey, M. D., Cullen, K. A. & Neff, L. (2023). Tobacco product use among U.S. middle and high school students — National Youth Tobacco Survey, 2023. Morbidity and Mortality Weekly Report, 72(44), 1173–1182. doi:10.15585/mmwr.mm7244a1
  • Cavazos-Rehg, P. A., Li, X., Kasson, E., Kaiser, N., Borodovsky, J. T., Grucza, R., … Bierut, L. J. (2021). Exploring how social media exposure and interactions are associated with ENDS and tobacco use in adolescents from the PATH study. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine & Tobacco, 23(3), 487–494. doi:10.1093/ntr/ntaa113
  • Chen, J., Xue, S., Xie, Z., & Li, D. (2023). Characterizing heated tobacco products marketing on Instagram: Observational Study. JMIR Formative Research, 7, e43334. doi:10.2196/43334
  • Clendennen, S. L., Loukas, A., Vandewater, E. A., Perry, C. L., & Wilkinson, A. V. (2020). Exposure and engagement with tobacco-related social media and associations with subsequent tobacco use among young adults: A longitudinal analysis. Drug and Alcohol Dependence, 213, 108072. doi:10.1016/j.drugalcdep.2020.108072
  • Congressional Research Service. (2023). Kids Online Safety Act. Available from https://www.congress.gov/bill/118th-congress/senate-bill/1409?q=%7B%22search%22%3A%22kids+online+safety+act%22%7D&s=1&r=1
  • Davidson, M., & Al-Hamdani, M. (2023). An examination of the social perceptions and vaping preferences of young electronic nicotine delivery system users. Frontiers in Public Health, 11, 1150368. doi:10.3389/fpubh.2023.1150368
  • de Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: The impact of number of followers and product divergence on brand attitude. International Journal of Advertising, 36(5), 798–828. doi:10.1080/02650487.2017.1348035
  • Donaldson, S. I., Dormanesh, A., Perez, C., Majmundar, A., & Allem, J.-P. (2022). Association between exposure to tobacco content on social media and tobacco use: A systematic review and meta-analysis. JAMA Pediatrics, 176(9), 878–885. doi:10.1001/jamapediatrics.2022.2223
  • Dormanesh, A., Kirkpatrick, M. G., & Allem, J. P. (2020). Content analysis of Instagram posts from 2019 with cartoon-based marketing of e-cigarette–associated products. JAMA Pediatrics, 174(11), 1110–1112. doi:10.1001/jamapediatrics.2020.1987
  • East, K., McNeill, A., Thrasher, J. F., & Hitchman, S. C. (2021). Social norms as a predictor of smoking uptake among youth: A systematic review, meta-analysis and meta-regression of prospective cohort studies. Addiction, 116(11), 2953–2967. doi:10.1111/add.15427
  • England, K. J., Edwards, A. L., Paulson, A. C., Libby, E. P., Harrell, P. T., & Mondejar, K. A. (2021). Rethink Vape: Development and evaluation of a risk communication campaign to prevent youth E-cigarette use. Addictive Behaviors, 113, 106664. doi:10.1016/j.addbeh.2020.106664
  • Farrelly, M. C., Healton, C. G., Davis, K. C., Messeri, P., Hersey, J. C., & Haviland, M. L. (2002). Getting to the truth: Evaluating national tobacco countermarketing campaigns. American Journal of Public Health, 92(6), 901–907. doi:10.2105/ajph.92.6.901
  • Fuemmeler, B. F., Wheeler, D. C., Miller, C. A., Hayes, R. B., Do, E. K., Barsell, D. J., … Pope, M. A. (2024). Advertising exposure from online and offline sources and youth tobacco use: Findings from the Adolescents,Place, and Behavior Study. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine & Tobacco, 26(3), 353–360. doi:10.1093/ntr/ntad134
  • Gaiha, S. M., Lempert, L. K., McKelvey, K., & Halpern-Felsher, B. (2022). E-cigarette devices, brands, and flavors attract youth: Informing FDA’s policies and priorities to close critical gaps. Addictive Behaviors, 126, 107179. doi:10.1016/j.addbeh.2021.107179
  • Gentzke, A. S., Wang, T. W., Cornelius, M., Park-Lee, E., Ren, C., Sawdey, M. D., … Homa, D. M. (2022). Tobacco product use and associated factors among middle and high school students – National Youth Tobacco Survey, United States, 2021. Surveillance Summaries, 71(5), 1–29. doi:10.15585/mmwr.ss7105a1
  • Gibbons, F. X., & Gerrard, M. (1995). Predicting young adults’ health risk behavior. Journal of Personality and Social Psychology, 69(3), 505–517. doi:10.1037/0022-3514.69.3.505
  • Gibbons, F. X., Gerrard, M., Blanton, H., & Russell, D. W. (1998). Reasoned action and social reaction: Willingness and intention as independent predictors of health risk. Journal of Personality & Social Psychology, 74(5), 1164–1180. doi:10.1037/0022-3514.74.5.1164
  • Jackler, R. K., Chau, C., Getachew, B. D., Whitcomb, M. M., Lee-Heidenreich, J. & Ramamurthi, D. (2019). JUUL advertising over its first three years on the market. https://tobacco-img.stanford.edu/wp-content/uploads/2021/07/21231836/JUUL_Marketing_Stanford.pdf
  • Jancey, J., Leaver, T., Wolf, K., Freeman, B., Chai, K., Bialous, S., … McCausland, K. (2023). Promotion of e-cigarettes on TikTok and regulatory considerations. International Journal of Environmental Research and Public Health, 20(10), 5761. doi:10.3390/ijerph20105761
  • King, A. C., Smith, L. J., Fridberg, D. J., Matthews, A. K., McNamara, P. J., & Cao, D. (2016). Exposure to electronic nicotine delivery systems (ENDS) visual imagery increases smoking urge and desire. Psychology of Addictive Behaviors: Journal of the Society of Psychologists in Addictive Behaviors, 30(1), 106–112. doi:10.1037/adb0000123
  • Kong, G., Kuguru, K. E., Bhatti, H., Sen, I., & Morean, M. E. (2021). Marketing content on e-cigarette brand-sponsored Facebook profile pages. Substance Use & Misuse, 56(4), 442–448. doi:10.1080/10826084.2021.1878223
  • Kong, G., Laestadius, L., Vassey, J., Majmundar, A., Stroup, A. M., Meissner, H. I., … Romer, D. (2022). Tobacco promotion restriction policies on social media. Tobacco Control, tobaccocontrol-2022–057348. doi:10.1136/tc-2022-057348
  • Kong, G., LaVallee, H., Rams, A., Ramamurthi, D., & Krishnan-Sarin, S. (2019). Promotion of vape tricks on YouTube: Content analysis. Journal of Medical Internet Research, 21(6), e12709. doi:10.2196/12709
  • Kong, G., Lee, J., Celentano, M., Tang, C. L., Geller, A., Mead, A., & Sterling, K. L. (2023). The promotion of premium cigars on social media. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine & Tobacco, 25(Supplement_1), S59–S64. doi:10.1093/ntr/ntad007
  • Laestadius, L., Van Hoorn, K., Vassey, J., Ozga, J., Stanton, C., Li, D., … Romer, D. (2020). Tobacco, nicotine and counter-marketing promotions using Instagram’s branded content tool. Tobacco Control, tc-2023–058301. doi:10.1136/tc-2023-058301
  • Laestadius, L. I., Wahl, M. M., Vassey, J., & Cho, Y. I. (2020). Compliance with FDA nicotine warning statement provisions in e-liquid promotion posts on Instagram. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine & Tobacco, 22(10), 1823–1830. doi:10.1093/ntr/ntaa092
  • Lee, J., Tan, A. S. L., Porter, L., Young-Wolff, K. C., Carter-Harris, L., & Salloum, R. G. (2021). Association between social media use and vaping among Florida adolescents, 2019. Preventing Chronic Disease, 18, E49. doi:10.5888/pcd18.200550
  • Lim, Y. S., & Lee, J. Y. (2023). A comparative analysis of e-cigarette and cigarette posts on Instagram. International Journal of Environmental Research and Public Health, 20(4), 3116. doi:10.3390/ijerph20043116
  • Litt, D. M., & Stock, M. L. (2011). Adolescent alcohol-related risk cognitions: The roles of social norms and social networking sites. Psychology of Addictive Behaviors: Journal of the Society of Psychologists in Addictive Behaviors, 25(4), 708–713. doi:10.1037/a0024226
  • Liu, H., Li, Q., Zhan, Y., Zhng, Z., Zeng, D. D., & Leischow, S. J. (2020). Characterizing social media messages related to underage JUUL e-cigarette buying and selling: Cross-sectional analysis of Reddit subreddits. Journal of Medical Internet Research, 22(7), e16962. doi:10.2196/16962
  • MacMonegle, A. J., Smith, A. A., Duke, J., Bennett, M., Siegel-Reamer, L. R., Pitzer, L., Speer, J. L. & Zhao, X. (2022). Effects of a national campaign on youth beliefs and perceptions about electronic cigarettes and smoking. Preventing Chronic Disease, 19, 210332. doi:10.5888/pcd19.210332
  • Massey, Z. B., Brockenberry, L. O., & Harrell, P. T. (2021). Vaping, smartphones, and social media use among young adults: Snapchat is the platform of choice for young adult vapers. Addictive Behaviors, 112, 106576. doi:10.1016/j.addbeh.2020.106576
  • Massey, Z. B., Li, Y., Holli, J., Churchill, V., Yang, B., Henderson, K., … Popova, L. (2020). Modifications to electronic nicotine delivery systems: Content analysis of YouTube videos. Journal of Medical Internet Research, 22(6), e17104. doi:10.2196/17104
  • Murthy, D., Ouellette, R. R., Anand, T., Radhakrishnan, S., Mohan, N. C., Lee, J., & Kong, G. (2024). Using computer vision to detect e-cigarette content in TikTok videos. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine & Tobacco, 26(Supplement_1), S36–S42. doi:10.1093/ntr/ntad184
  • Nesi, J., Rothenberg, W. A., Hussong, A. M., & Jackson, K. M. (2017). Friends’ alcohol-related social networking site activity predicts escalations in adolescent drinking: Mediation by peer norms. Journal of Adolescent Health, 60(6), 641–647. doi:10.1016/j.jadohealth.2017.01.009
  • O’Brien, C. (2023). How do social media algorithms work? Social Media Marketing. Available from https://digitalmarketinginstitute.com/blog/how-do-social-media-algorithms-work
  • Oyapero, A., Erinoso, O., Osoba, M., Amure, M., Osibogun, O., Wright, K., & Osibogun, A. (2021). Exposure to anti-tobacco messaging and quit attempts among adolescent and young adult in Lagos, Nigeria: A population-based study. West African Journal of Medicine, 38(11), 1058–1064. doi:10.55891/wajm.v38i11.14
  • Patrick, M. E., Miech, R. A., Johnston, L. D., & O’Malley, P. M. (2023). Monitoring the Future Panel Study annual report: National data on substance use among adults 19 to 60, 1976-2022. https://monitoringthefuture.org/wp-content/uploads/2023/07/mtfpanel2023.pdf#page=69&zoom=100,0,0
  • Pérez, A., Spells, C. E., Bluestein, M. A., Harrell, M. B., & Hébert, E. T. (2022). The longitudinal impact of seeing and posting tobacco-related social media on tobacco use behaviors among youth (aged 12-17): Findings from the 2014-2016 Population Assessment of Tobacco and Health (PATH) study. Tobacco Use Insights, 15, 1–7. doi:10.1177/1179173X221087554
  • Petty, R. E., & Cacioppo, J. T. (1986). The elaboration likelihood model of persuasion. Advances in Experimental Social Psychology, 19, 123–205.
  • Qualtrics Research Services. (2024). Panels & Samples. Available from https://www.qualtrics.com/research-services/online-sample/
  • Ranker, L. R., Wu, J., Hong, T., Wijaya, D., Benjamin, E. J., Bhatnagar, A., … Xuan, Z. (2024). Social media use, brand engagement, and tobacco product initiation among youth: Evidence from a prospective cohort study. Addictive Behaviors, 154, 108000. doi:10.1016/j.addbeh.2024.108000
  • Shao, Y., Zou, J., Xie, Z., Grana Mayne, R., Ossip, D. & Li, D. (2022). Perceptions of oral nicotine pouches on Reddit. Journal of Medical Internet Research, 24(7), e37071. doi:10.2196/37071
  • Silver, N. A., Bertrand, A., Kucherlapaty, P., & Schillo, B. A. (2022). Examining influencer compliance with advertising regulations in branded vaping content on Instagram. Frontiers in Public Health, 10, 1001115. doi:10.3389/fpubh.2022.1001115
  • Smith, M. J., Buckton, C., Patterson, C., & Hilton, S. (2023). User-generated content and influencer marketing involving e-cigarettes on social media: A scoping review and content analysis of YouTube and Instagram. BMC Public Health, 23(1), 530. doi:10.1186/s12889-023-15389-1
  • Substance Abuse and Mental Health Services Administration. (2023). 2021 NSDUH detailed tables. Available at https://www.samhsa.gov/data/report/2021-nsduh-detailed-tables
  • Sun, T., Lim, C. C. W., Chung, J., Cheng, B., Davidson, L. & Chan, G. C. K. (2021). Vaping on TikTok: A systematic thematic analysis. Tobacco Control, 32(2), 251–254. doi:10.1136/tobaccocontrol-2021-056619
  • Truth Initiative. (2021). First-of-its-kind truth®campaign follows young vapers quit e-cigarettes live on social media. https://truthinitiative.org/press/press-release/first-its-kind-truthr-campaign-follows-young-vapers-quit-e-cigarettes-live
  • Truth Initiative. (2023). Youth smoking and vaping prevention. Available from https://truthinitiative.org/what-we-do/youth-smoking-prevention-education
  • U.S. Food and Drug Administration. (2020). Advertising and promotion. Available from https://www.fda.gov/tobacco-products/products-guidance-regulations/advertising-and-promotion
  • U.S. Food and Drug Administration. (2022a). Fresh Empire campaign. Available from https://www.fda.gov/tobacco-products/public-health-education-campaigns/fresh-empire-campaign
  • U.S. Food and Drug Administration. (2022b). This Free Life campaign. Available from https://www.fda.gov/tobacco-products/public-health-education-campaigns/free-life-campaign
  • U.S. Food and Drug Administration. (2023). The Real Cost e-cigarette prevention campaign. Available from https://www.fda.gov/tobacco-products/real-cost-campaign/real-cost-e-cigarette-prevention-campaign
  • Valdez, D., & Unger, J. B. (2021). Difficulty regulating social media content of age-restricted products: Comparing JUUL’s official Twitter timeline and social media content about JUUL. JMIR Infodemiology, 7(1), e29011. doi:10.2196/29011
  • Vassey, J., Galimov, A., Kennedy, C. J., Vogel, E. A., & Unger, J. B. (2022). Frequency of social media use and exposure to tobacco or nicotine-related content in association with e-cigarette use among youth: A cross-sectional and longitudinal survey analysis. Preventive Medicine Reports, 30, 102055. doi:10.1016/j.pmedr.2022.102055
  • Vassey, J., & Unger, J. B. (2023). Should tobacco-related marketing on social media have stronger restrictions? Commentary. Substance Use & Misuse, 58(12), 1615–1619. doi:10.1080/10826084.2023.2223287
  • Venrick, S. J., Kelley, D. E., O’Brien, E., Margolis, K. A., Navarro, M. A., Alexander, J. P., & O’Donnell, A. N. (2023). U.S. digital tobacco marketing and youth: A narrative review. Preventive Medicine Reports, 31, 102094. doi:10.1016/j.pmedr.2022.102094
  • Vereen, R. N., Krajewski, T. J., Wu, E. Y., Zhang, J. H., Sanzo, N., & Noar, S. M. (2022). Aided recall of The Real Cost e-cigarette prevention advertisements among a nationally representative sample of adolescents. Preventive Medicine Reports, 28, 101864. doi:10.1016/j.pmedr.2022.101864
  • Vogel, E. A., Barrington-Trimis, J. L., Vassey, J., Soto, D., & Unger, J. (2024). Young adults’ exposure to and engagement with tobacco-related social media content and subsequent tobacco use. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine & Tobacco, 26(Supplement_1), S3–S12. doi:10.1093/ntr/ntad108
  • Vogel, E. A., Hashemi, R., Ramo, D. E., Darrow, S. M., Costello, C., & Prochaska, J. J. (2023). Adolescents’ perceptions of nicotine vaping-related social media content. Psychology of Popular Media Culture, 13(2), 240–248. doi:10.1037/ppm0000452
  • Vogel, E. A., Ramo, D. E., Rubinstein, M. L., Delucchi, K. L., Darrow, S. M., Costello, C., & Prochaska, J. J. (2021). Effects of social media on adolescents’ willingness and intention to use e-cigarettes: An experimental investigation. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine & Tobacco, 23(4), 694–701. doi:10.1093/ntr/ntaa003
  • Wu, J., Origgi, J. M., Ranker, L. R., Bhatnagar, A., Robertson, R. M., Xuan, Z., Wijaya, D., Hong, T. & Fetterman, J. L. (2023). Compliance with the US Food and Drug Administration’s guidelines for health warning labels and engagement in little cigar and cigarillo content: Computer vision analysis of Instagram posts. JMIR Infodemiology, 3, e41969. doi:10.2196/41969
  • Yang, Q., Clendennen, S. L., & Loukas, A. (2023). How does social media exposure and engagement influence college students’ use of ENDS products? A cross-lagged longitudinal study. Health Communication, 38(1), 31–40. doi:10.1080/10410236.2021.1930671