Alcohol Advertising on Twitter—A Topic Model

References

• Ellickson PL, Collins RL, Hambarsoomians K, McCaffrey DF. Does alcohol advertising promote adolescent drinking? Results from a longitudinal assessment. Addiction. 2005;100:235–246. doi:10.1111/add.2005.100.issue-2.
   PubMed Web of Science ®Google Scholar
• Collins RL, Ellickson PL, McCaffrey D, Hambarsoomians K. Early adolescent exposure to alcohol advertising and its relationship to underage drinking. J Adolesc Health. 2007;40:527–534. doi:10.1016/j.jadohealth.2007.01.002.
   PubMed Web of Science ®Google Scholar
• Anderson P, De Bruijn A, Angus K, Gordon R, Hastings G. Impact of alcohol advertising and media exposure on adolescent alcohol use: a systematic review of longitudinal studies. Alcohol Alcohol. 2009;44(3):229–243. doi:10.1093/alcalc/agn115.
   PubMed Web of Science ®Google Scholar
• Grenard JL, Dent CW, Stacy AW. Exposure to alcohol advertisements and teenage alcohol-related problems. Pediatrics. 2013;131:369–379. doi:10.1542/peds.2012-1480.
   PubMed Web of Science ®Google Scholar
• Jernigan D, Noel J, Landon J, Thornton N, Lobstein T. Alcohol marketing and youth alcohol consumption: a systematic review of longitudinal studies published since 2008. Addiction. 2017;112:7–20. doi:10.1111/add.13591.
   PubMed Web of Science ®Google Scholar
• Barry AE. Alcohol advertising influence underage brand-specific drinking: evidence of a linear dose–response relationship. Am J Drug Alcohol Abuse. 2016;42:1–3. doi:10.3109/00952990.2015.1104319.
   PubMed Web of Science ®Google Scholar
• Siegel M, Ross CS, Albers AB, et al. The relationship between exposure to brand-specific alcohol advertising and brand-specific consumption among underage drinkers—United States, 2011–2012. Am J Drug Alcohol Abuse. 2016;42:4–14. doi:10.3109/00952990.2015.1085542.
   PubMed Web of Science ®Google Scholar
• Babor TF, Jernigan D, Brookes C, Brown K. Toward a public health approach to the protection of vulnerable populations from the harmful effects of alcohol marketing. Addiction. 2017;112:125–127. doi:10.1111/add.13682.
   PubMed Web of Science ®Google Scholar
• Beer Institute. Advertising and Marketing Code. http://www.beerinstitute.org/assets/uploads/BI-AdCode-5-2011.pdf. Published May 2011. Accessed January 24, 2018.
   Google Scholar
• Distilled Spirits Council of the United States. Code of Responsible Practices for Beverage Alcohol Advertising and Marketing. Washington, DC: Distilled Spirits Council of the United States; 2011.
   Google Scholar
• Wine Institute. Code of Advertising Standards. http://www.wineinstitute.org/initiatives/issuesandpolicy/adcode/details. Updated June 2011. Accessed January 24, 2018.
   Google Scholar
• Babor TF, Xuan Z, Damon D, Noel J. An empirical evaluation of the U.S. Beer Institute’s self-regulation code governing the content in beer advertising. Am J Public Health. 2013;103(10):45–51. doi:10.2105/AJPH.2013.301487.
   Web of Science ®Google Scholar
• Vendrame A, Silva R, Xuan Z, Sparks R, Noel J, Pinsky I. Self-regulation of beer advertising: a comparative analysis of perceived violation by adolescents and experts. Alcohol Alcohol. 2015;50:602–607. doi:10.1093/alcalc/agv045.
   PubMed Web of Science ®Google Scholar
• Centers for Disease Control and Prevention. Youth exposure to alcohol advertising on television—25 markets, United States, 2010. MMWR Morb Mortal Wkly Rep. 2013;62:877–880.
   PubMed Web of Science ®Google Scholar
• Jernigan DH, Padon A, Ross C, Borzekowski D. Self-reported youth and adult exposure to alcohol marketing in traditional and digital media: results of a pilot survey. Alcohol Clin Exp Res. 2017;41:618–625. doi:10.1111/acer.13331.
   PubMed Web of Science ®Google Scholar
• Federal Trade Commission. Self-regulation in the Alcohol Industry. http://www.ftc.gov/system/files/documents/reports/self-regulation-alcohol-industry-report-federal-trade-commission/140320alcoholreport.pdf. Published March 2014. Accessed December 20, 2017.
   Google Scholar
• Pew Research Center. Teens, Social Media & Technology Overview 2015. Washington, DC: Amanda Lenhart. http://www.pewinternet.org/2015/04/09/teens-social-media-technology-2015/. Published 2015. Accessed December 20, 2017.
   Google Scholar
• McClure AC, Tanski SE, Li Z, et al. Internet alcohol marketing and underage alcohol use. Pediatrics. 2016;137(2):e20152149. doi:10.1542/peds.2015-2149.
   PubMed Web of Science ®Google Scholar
• Barry AE, Bates AM, Olusanya O, et al. Alcohol marketing on Twitter and Instagram: evidence of directly advertising to youth/adolescents. Alcohol Alcohol. 2016;51:487–492. doi:10.1093/alcalc/agv128.
   PubMed Web of Science ®Google Scholar
• Barry AE, Johnson E, Rabre A, Darville G, Donovan KM, Efunbumi O. Underage access to online alcohol marketing content: a YouTube case study. Alcohol Alcohol. 2015;50:89–94. doi:10.1093/alcalc/agu078.
   PubMed Web of Science ®Google Scholar
• Winpenny EM, Marteau TM, Nolte E. Exposure of children and adolescents to alcohol marketing on social media websites. Alcohol Alcohol. 2014;49:154–159. doi:10.1093/alcalc/agt174.
   PubMed Web of Science ®Google Scholar
• Jones SC, Thom JA, Davoren S, Barrie L. Internet filters and entry pages do not protect children from online alcohol marketing. J Public Health Policy. 2014;35:75–90. doi:10.1057/jphp.2013.46.
   PubMed Web of Science ®Google Scholar
• Lobstein T, Landon J, Thronton N, Jernigan D. The commercial use of digital media to market alcohol products: a narrative review. Addiction. 2017;112:21–27. doi:10.1111/add.13493.
   PubMed Web of Science ®Google Scholar
• Noel JK, Babor TF. Predicting regulatory compliance in beer advertising on Facebook. Alcohol Alcohol. 2017;52:730–736. doi:10.1093/alcalc/agx059.
   PubMed Web of Science ®Google Scholar
• Nicholls J. Everyday, everywhere: alcohol marketing and social media—current trends. Alcohol Alcohol. 2012;47:486–493. doi:10.1093/alcalc/ags043.
   PubMed Web of Science ®Google Scholar
• D’Amico EJ, Martino SC, Collins RL, et al. Factors associated with younger adolescents’ exposure to online alcohol advertising. Psychol Addict Behav. 2017;31:212–219. doi:10.1037/adb0000224.
   PubMed Web of Science ®Google Scholar
• Austin EW, Pinkleton BE, Hust SJ, Miller AC. The locus of message meaning: differences between trained message recipients in the analysis of alcoholic beverage advertising. Commun Methods Meas. 2007;1(2):91–111. doi:10.1080/19312450701399354.
   Google Scholar
• Blei DM, Ng AY, Jordan MI. Latent Dirichlet allocation. J Mach Learn Res. 2003;3:993–1022.
   Web of Science ®Google Scholar
• Blei D, Lafferty J. Dynamic topic models. Paper presented at: 23rd International Conference on Machine Learning; June 25–29, 2006; Pittsburgh, PA. https://dl.acm.org/citation.cfm?id=1143859. Accessed April 17, 2018.
   Google Scholar
• Zhang H, Kim G, Xing EP. Dynamic topic modeling for monitoring market competition from online text and image data. Paper presented at: 21st ACM SIGKDD International Conference of Knowledge Discovery and Data Mining; August 10–13, 2015; Sydney, NSW, Australia. https://dl.acm.org/citation.cfm?id=2783293. Accessed April 17, 2018.
   Google Scholar
• Sidorova A, Evangelopoulos N, Valacich JS, Ramakrishanan T. Uncovering the intellectual core of the information systems discipline. MIS Q. 2008;32:467–482. doi:10.2307/25148852.
   Web of Science ®Google Scholar
• Barry AE, Goodson P. Use (and misuse) of the responsible drinking message in public health and alcohol advertising: a review. Health Educ Behav. 2010;37:288–303. doi:10.1177/1090198109342393.
   PubMed Web of Science ®Google Scholar
• Cohen RJ. Brand personification: introduction and overview. Psychol Mark. 2014;31:1–30. doi:10.1002/mar.2014.31.issue-1.
   Web of Science ®Google Scholar
• Kim CK, Han D, Park S. The effect of brand personality and brand identification on brand loyalty: applying the theory of social identification. Jpn Psychol Res. 2001;43(4):195–206. doi:10.1111/1468-5884.00177.
   Web of Science ®Google Scholar
• Pechmann C, Levine L, Loughlin S, Leslie F. Impulsive and self-conscious: adolescents’ vulnerability to advertising and promotion. J Public Policy Mark. 2005;24:202–221. doi:10.1509/jppm.2005.24.2.202.
   Web of Science ®Google Scholar
• Noel JK, Xuan Z, Babor TF. Associations between thematic content and industry self-regulation code violation in beer advertising broadcast during the U.S. NCAA basketball tournament. Subst Use Misuse. 2017;52:1076–1084. doi:10.1080/10826084.2016.1271987.
   PubMed Web of Science ®Google Scholar
• Morgenstern M, Schoeppe F, Campbell J, Braam MW, Stoolmiller M, Sargent JD. Content themes of alcohol advertising in U.S. television—latent class analysis. Alcohol Clin Exp Res. 2015;39:1766–1774. doi:10.1111/acer.12811.
   PubMed Web of Science ®Google Scholar
• Stacy A, Zogg J, Unger J, Dent C. Exposure to televised alcohol ads and subsequent adolescent alcohol use. Am J Health Behav. 2004;28:498–509. doi:10.5993/AJHB.28.6.3.
   PubMed Web of Science ®Google Scholar
• Snyder LB, Milici FF, Slater M, Sun H, Strizhakova Y. Effects of alcohol advertising exposure on drinking among youth. JAMA Pediatr. 2016;160:18–24.
   Google Scholar
• Borsari BB, Carey KB. Descriptive and injunctive norms in college drinking: a meta-analytic integration. J Stud Alcohol Drugs. 2003;64:331–341. doi:10.15288/jsa.2003.64.331.
   PubMed Web of Science ®Google Scholar
• Smith KC, Cukier S, Jernigan DH. Regulating alcohol advertising: content analysis of the adequacy of federal and self-regulation of magazine advertisements, 2008–2010. Am J Public Health. 2014;104:1901–1911. doi:10.2105/AJPH.2013.301483.
   PubMed Web of Science ®Google Scholar
• Padon AA, Rimal RN, Siegel M, DeJong W, Naimi TS, Jernigan DH. Alcohol brand use of youth-appealing advertising and consumption by youth and adults. J Public Health Res. 2018;7:22–28. doi:10.4081/jphr.2018.1269.
   Google Scholar
• Padon AA, Rimal RN, Siegel M, DeJong W, Jernigan DH. Assessing youth-appealing content in alcohol advertisements: application of a content appealing to youth (CAY) index. Health Commun. 2017;2:164–173.
   Google Scholar
• King KM, Chassin L. A prospective study of the effects of age of initiation of alcohol and drug use on young adult substance dependence. J Stud Alcohol Drugs. 2007;68:256–265. doi:10.15288/jsad.2007.68.256.
   PubMed Web of Science ®Google Scholar
• Stautz K, Marteau TM. Viewing alcohol warning advertising reduces urges to drink in young adults: an online experiment. BMC Public Health. 2017;22:128–150.
   Google Scholar