Daily heavy and binge vaping is associated with higher alcohol and cannabis co-use

References

• Al-Hamdani M, Hopkins DB, Hardardottir A, Davidson M. 2021. Perceptions and experiences of vaping among youth and young adult e-cigarette users: considering age, gender, and tobacco use. J Adolesc Health. 68(4):787–793.
   PubMed Web of Science ®Google Scholar
• Amato MS, Boyle RG, Levy D. 2017. E-cigarette use 1 year later in a population-based prospective cohort. Tob Control. 26(e2):e92–e96.
   PubMed Web of Science ®Google Scholar
• Badiani A, Boden JM, De Pirro S, Fergusson DM, Horwood LJ, Harold GT. 2015. Tobacco smoking and cannabis use in a longitudinal birth cohort: evidence of reciprocal causal relationships. Drug Alcohol Depend. 150:69–76.
   PubMed Web of Science ®Google Scholar
• Bauld L, MacKintosh AM, Eastwood B, Ford A, Moore G, Dockrell M, Arnott D, Cheeseman H, McNeill A. 2017. Young people’s use of e-cigarettes across the United Kingdom: findings from five surveys 2015-2017. Int J Environ Res Public Health. 14(9):973–985.
   PubMed Web of Science ®Google Scholar
• Bentivegna K, Atuegwu NC, Oncken C, DiFranza JR, Mortensen EM. 2021. Electronic cigarettes associated with incident and polysubstance use among youth. J Adolesc Health. 68(1):123–129.
   PubMed Web of Science ®Google Scholar
• Berry KM, Fetterman JL, Benjamin EJ, Bhatnagar A, Barrington-Trimis JL, Leventhal AM, Stokes A. 2019. Association of electronic cigarette use with subsequent initiation of tobacco cigarettes in US youths. JAMA Netw Open. 2(2):e187794.
   PubMed Web of Science ®Google Scholar
• Blundell M, Dargan P, Wood D. 2018. A cloud on the horizon–a survey into the use of electronic vaping devices for recreational drug and new psychoactive substance (NPS) administration. QJM. 111(1):9–14.
   PubMed Web of Science ®Google Scholar
• Breitbarth AK, Morgan J, Jones AL. 2018. E-cigarettes – an unintended illicit drug delivery system. Drug Alcohol Depend. 192:98–111.
   PubMed Web of Science ®Google Scholar
• Camara-Medeiros A, Diemert L, O'Connor S, Schwartz R, Eissenberg T, Cohen JE. 2021. Perceived addiction to vaping among youth and young adult regular vapers. Tob Control. 30(3):273–278.
   PubMed Web of Science ®Google Scholar
• Chatterjee K, Alzghoul B, Innabi A, Meena N. 2016. Is vaping a gateway to smoking: a review of the longitudinal studies. Intern J Adolesc Med Health. 30(3):20160033.
   Google Scholar
• Conner M, Grogan S, Simms-Ellis R, Cowap L, Armitage CJ, West R, Marshall A, Siddiqi A. 2021. Association between age at first reported e-cigarette use and subsequent regular e-cigarette, ever cigarette and regular cigarette use. Addiction. 116(7):1839–1847.
   PubMed Web of Science ®Google Scholar
• Davidson M, Al-Hamdani M, Hopkins DB. 2021. Differences in motives by personality risk profiles: examining regular youth and young adult e-cigarette users. Pers Individ Differ. 168:110352.
   Web of Science ®Google Scholar
• Farsalinos K, Barbouni A, Niaura R. 2021. Changes from 2017 to 2018 in e‐cigarette use and in ever marijuana use with e‐cigarettes among US adolescents: analysis of the National Youth Tobacco Survey. Addiction. 116(1):139–149.
   PubMed Web of Science ®Google Scholar
• Faul F, Erdfelder E, Lang AG, Buchner A. 2007. G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods. 39(2):175–191.
   PubMed Web of Science ®Google Scholar
• Filippidis FT, Laverty AA, Gerovasili V, Vardavas CI. 2017. Two-year trends and predictors of e-cigarette use in 27 European Union member states. Tob Control. 26(1):98–104.
   PubMed Web of Science ®Google Scholar
• Government of Canada. 2019. Summary of results for the Canadian Student Tobacco, Alcohol and Drugs Survey 2018-19. Ottawa (ON): Government of Canada; [accessed 2023 Mar 9]. https://www.canada.ca/en/health-canada/services/canadian-student-tobacco-alcohol-drugs-survey/2018-2019-summary.html.
   Google Scholar
• Grant JE, Lust K, Fridberg DJ, King AC, Chamberlain SR. 2019. E-cigarette use (vaping) is associated with illicit drug use, mental health problems, and impulsivity in university students. Ann Clin Psychiatry. 31(1):27–35.
   PubMed Web of Science ®Google Scholar
• Hammond D, Reid JL, Rynard VL, Fong GT, Cummings KM, McNeill A, Hitchman S, Thrasher JF, Goniewicz ML, Bansal-Travers M, et al. 2019. Prevalence of vaping and smoking among adolescents in Canada, England, and the United States: repeat national cross sectional surveys. Br Med J. 365:11219.
   Google Scholar
• Hammond D, Rynard VL, Reid JL. 2020. Changes in prevalence of vaping among youths in the United States, Canada, and England from 2017 to 2019. JAMA Pediatr. 174(8):797–800.
   PubMed Web of Science ®Google Scholar
• Harrell MB, Weaver SR, Loukas A, Creamer M, Marti CN, Jackson CD, Heath JW, Nayak P, Perry CL, Pechacek PF, et al. 2017. Flavored e-cigarette use: characterizing youth, young adult, and adult users. Prev Med Rep. 5:33–40.
   PubMedGoogle Scholar
• Health Canada. 2019a. Canadian Tobacco and Nicotine Survey (CTNS): 2019 detailed tables; [accessed 2023 Mar 11]. https://www.canada.ca/en/health-canada/services/canadian-tobacco-nicotine-survey/2019-summary/2019-detailed-tables.html on.
   Google Scholar
• Health Canada. 2019b. Guidance on vaping products not marketed for a therapeutic use. Ottawa, (ON): Health Canada.
   Google Scholar
• Health Canada. 2022. Vaping in Canada: what we know; [accessed 2020 Mar 11]. https://www.canada.ca/en/health-canada/services/smoking-tobacco/surveys-statistics-research/vaping-what-we-know.html.
   Google Scholar
• Hershberger AR, Karyadi KA, VanderVeen JD, Cyders MA. 2016. Combined expectancies of alcohol and e-cigarette use relate to higher alcohol use. Addict Behav. 52:13–21.
   PubMed Web of Science ®Google Scholar
• Jamal A, Gentzke A, Hu S, Cullen K, Apelberg BJ, Homa DM, King BA. 2017. Tobacco use among middle and high school students - United States, 2011-2016. MMWR Morb Mortal Wkly Rep. 66(23):597–603.
   PubMed Web of Science ®Google Scholar
• Lemyre A, Poliakova N, Bélanger RE. 2019. The relationship between tobacco and cannabis use: a review. Subst Use Misuse. 54(1):130–145.
   PubMed Web of Science ®Google Scholar
• Majmundar A, Allem JP, Cruz TB, Unger JB. 2020. Public health concerns and unsubstantiated claims at the intersection of vaping and COVID-19. Nicotine Tob Res. 22(9):1667–1668.
   PubMed Web of Science ®Google Scholar
• Mantey DS, Harrell MB, Case K, Crook B, Kelder SH, Perry CL. 2017. Subjective experiences at first use of cigarette, e-cigarettes, hookah, and cigar products among Texas adolescents. Drug Alcohol Depend. 173:10–16.
   PubMed Web of Science ®Google Scholar
• Mehra VM, Keethakumar A, Bohr YM, Abdullah P, Tamim H. 2019. The association between alcohol, marijuana, illegal drug use and current use of e-cigarette among youth and young adults in Canada: results from Canadian Tobacco, Alcohol and Drugs Survey 2017. BMC Public Health. 19(1):1208.
   PubMed Web of Science ®Google Scholar
• Miech R, Johnston L, O'Malley PM, Bachman JG, Patrick ME. 2019. Trends in adolescent vaping, 2017-2019. N Engl J Med. 381(15):1490–1491.
   PubMed Web of Science ®Google Scholar
• Miech RA. 2022. Adolescent cannabis users who have never smoked a combustible cigarette: trends and level of addictive drug use from 1976 to 2020. Discov Soc Sci Health. 2(1):3.
   PubMedGoogle Scholar
• Nicksic NE, Barnes AJ. 2019. Is susceptibility to e-cigarettes among youth associated with tobacco and other substance use behaviors one year later? Results from the PATH study. Prev Med. 121:109–114.
   PubMed Web of Science ®Google Scholar
• Nkansah-Amankra S, Minelli M. 2016. “Gateway hypothesis” and early drug use: additional findings from tracking a population-based sample of adolescents to adulthood. Prev Med Rep. 4:134–141.
   PubMedGoogle Scholar
• Osibogun O, Bursac Z, Maziak W. 2020. E-cigarette use and regular cigarette smoking among youth: population assessment of tobacco and health study (2013–2016). Am J Prev Med. 58(5):657–665.
   PubMed Web of Science ®Google Scholar
• Parks MJ, Fleischer NL, Patrick ME. 2022. Increased nicotine vaping due to the COVID-19 pandemic among US young adults: associations with nicotine dependence, vaping frequency, and reasons for use. Prev Med. 159:107059.
   PubMed Web of Science ®Google Scholar
• Parks MJ, Maggs JL, Patrick ME. 2022. Daily fluctuations in drinking intensity: links with vaping and combustible use of nicotine and marijuana. Drug Alcohol Depend. 233:109347.
   PubMed Web of Science ®Google Scholar
• Patel D, Davis KC, Cox S, Bradfield B, King BA, Shafer P, Caraballo R, Bunnell R. 2016. Reasons for current e-cigarette use among U.S. adults. Prev Med. 93:14–20.
   PubMed Web of Science ®Google Scholar
• R Core Team. 2019. R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; [accessed 2023 Mar 9]. https://www.R-project.org/.
   Google Scholar
• Reboussin BA, Wagoner KG, Ross JC, Suerken CK, Sutfin EL. 2021. Tobacco and marijuana co-use in a cohort of young adults: patterns, correlates and reasons for co-use. Drug Alcohol Depend. 227:109000.
   PubMed Web of Science ®Google Scholar
• Rigsby DC, Keim SA, Adesman A. 2019. Electronic vapor product usage and substance use risk behaviors among US high school students. J Child Adolesc Psychopharmacol. 29(7):545–553.
   PubMed Web of Science ®Google Scholar
• Rothrock AN, Andris H, Swetland SB, Chavez V, Isaak S, Pagane M, Romney J, Rothrock SG. 2020. Association of e-cigarettes with adolescent alcohol use and binge drinking-drunkenness: a systematic review and meta-analysis. Am J Drug Alcohol Abuse. 46(6):684–698.
   PubMed Web of Science ®Google Scholar
• Soneji S, Barrington-Trimis JL, Wills TA, Leventhal AM, Unger JB, Gibson LA, Yang J, Primack BA, Andrews JA, Miech RA, et al. 2017. Association between initial use of e-cigarettes and subsequent cigarette smoking among adolescents and young adults: a systematic review and meta-analysis. JAMA Pediatr. 171(8):788–797.
   PubMed Web of Science ®Google Scholar
• Tan ASL, Vaughan WR, Rodgers J, Agudile E, Sokol NA, Yie K, Sanders-Jackson A. 2018. Effects of exposure to anti-vaping public service announcements among current smokers and dual users of cigarettes and electronic nicotine delivery systems. Drug Alcohol Depend. 188:251–258.
   PubMed Web of Science ®Google Scholar
• Tripathi S, Bhardwaj A, Poovammal, E. 2018. Approaches to clustering in customer segmentation. Int J Eng Technol. 7(3.12): 802–807.
   Google Scholar
• Weinberger AH, Pacek LR, Wall MM, Zvolensky MJ, Copeland J, Galea S, Nahvi S, Moeller SJ, Hasin DS, Goodwin RD. 2018. Trends in cannabis use disorder by cigarette smoking status in the United States, 2002–2016. Drug Alcohol Depend. 191:45–51.
   PubMed Web of Science ®Google Scholar
• Wills TA, Leventhal AM, Sargent JD, Pagano I. 2021. Concurrent use of e-cigarettes, combustible cigarettes, and marijuana. Pediatrics. 148(4):e2021050749.
   PubMed Web of Science ®Google Scholar