Brittney Keller-Hamilton1, Bo Lu2, Megan E Roberts3, Micah L Berman4, Elisabeth D Root5, Amy K Ferketich6. 1. Center for Tobacco Research, Comprehensive Cancer Center, The Ohio State University, United States. Electronic address: Brittney.Keller-Hamilton@osumc.edu. 2. Division of Biostatistics, College of Public Health, The Ohio State University, United States. 3. Division of Health Behavior and Health Promotion, College of Public Health, The Ohio State University, United States. 4. Division of Health Services Management and Policy, College of Public Health, The Ohio State University, United States; Moritz College of Law, The Ohio State University, United States. 5. Department of Geography, College of Arts and Sciences, The Ohio State University, United States; Division of Epidemiology, College of Public Health, The Ohio State University, United States. 6. Division of Epidemiology, College of Public Health, The Ohio State University, United States.
Abstract
INTRODUCTION: Electronic cigarette (e-cigarette) use among adolescents is associated with increased risk of subsequent cigarette smoking initiation in observational research. However, the existing research was not designed to answer causal questions about whether adolescent e-cigarette users would have initiated cigarette smoking if they had never used e-cigarettes. The current study used a causal inference framework to identify whether male adolescent e-cigarette users were at increased risk of initiating cigarette smoking and smokeless tobacco (SLT) use, compared to similar boys who had never used e-cigarettes. METHODS: Boys from urban and Appalachian Ohio (N = 1220; ages 11-16 years at enrollment) reported use of e-cigarettes, cigarettes, and SLT at baseline and every six months for two years. A propensity score matching design was implemented, matching one e-cigarette user to two similar e-cigarette non-users. This analysis was completed in 25 multiple imputed datasets to account for missing data. Risk ratios (RRs) comparing risk of initiating cigarettes and SLT for e-cigarette users and nonusers were estimated. RESULTS: Compared to non-users, e-cigarette users were more than twice as likely to later initiate both cigarette smoking (RR = 2.71; 95% CI: 1.89, 3.87) and SLT (RR = 2.42; 95% CI: 1.73, 3.38). They were also more likely to become current (i.e., past 30-day) cigarette smokers (RR = 2.20; 95% CI: 1.33, 3.64) and SLT users (RR = 1.64; 95% CI: 1.01, 2.64). CONCLUSIONS: Adolescent boys who used e-cigarettes had increased risk of later initiating traditional tobacco products when compared to similar boys who had never used e-cigarettes.
INTRODUCTION: Electronic cigarette (e-cigarette) use among adolescents is associated with increased risk of subsequent cigarette smoking initiation in observational research. However, the existing research was not designed to answer causal questions about whether adolescent e-cigarette users would have initiated cigarette smoking if they had never used e-cigarettes. The current study used a causal inference framework to identify whether male adolescent e-cigarette users were at increased risk of initiating cigarette smoking and smokeless tobacco (SLT) use, compared to similar boys who had never used e-cigarettes. METHODS: Boys from urban and Appalachian Ohio (N = 1220; ages 11-16 years at enrollment) reported use of e-cigarettes, cigarettes, and SLT at baseline and every six months for two years. A propensity score matching design was implemented, matching one e-cigarette user to two similar e-cigarette non-users. This analysis was completed in 25 multiple imputed datasets to account for missing data. Risk ratios (RRs) comparing risk of initiating cigarettes and SLT for e-cigarette users and nonusers were estimated. RESULTS: Compared to non-users, e-cigarette users were more than twice as likely to later initiate both cigarette smoking (RR = 2.71; 95% CI: 1.89, 3.87) and SLT (RR = 2.42; 95% CI: 1.73, 3.38). They were also more likely to become current (i.e., past 30-day) cigarette smokers (RR = 2.20; 95% CI: 1.33, 3.64) and SLT users (RR = 1.64; 95% CI: 1.01, 2.64). CONCLUSIONS: Adolescent boys who used e-cigarettes had increased risk of later initiating traditional tobacco products when compared to similar boys who had never used e-cigarettes.
Authors: Michael M Vanyukov; Ralph E Tarter; Galina P Kirillova; Levent Kirisci; Maureen D Reynolds; Mary Jeanne Kreek; Kevin P Conway; Brion S Maher; William G Iacono; Laura Bierut; Michael C Neale; Duncan B Clark; Ty A Ridenour Journal: Drug Alcohol Depend Date: 2012-01-18 Impact factor: 4.492
Authors: Samir Soneji; Jessica L Barrington-Trimis; Thomas A Wills; Adam M Leventhal; Jennifer B Unger; Laura A Gibson; JaeWon Yang; Brian A Primack; Judy A Andrews; Richard A Miech; Tory R Spindle; Danielle M Dick; Thomas Eissenberg; Robert C Hornik; Rui Dang; James D Sargent Journal: JAMA Pediatr Date: 2017-08-01 Impact factor: 16.193
Authors: Andrew Hyland; Bridget K Ambrose; Kevin P Conway; Nicolette Borek; Elizabeth Lambert; Charles Carusi; Kristie Taylor; Scott Crosse; Geoffrey T Fong; K Michael Cummings; David Abrams; John P Pierce; James Sargent; Karen Messer; Maansi Bansal-Travers; Ray Niaura; Donna Vallone; David Hammond; Nahla Hilmi; Jonathan Kwan; Andrea Piesse; Graham Kalton; Sharon Lohr; Nick Pharris-Ciurej; Victoria Castleman; Victoria R Green; Greta Tessman; Annette Kaufman; Charles Lawrence; Dana M van Bemmel; Heather L Kimmel; Ben Blount; Ling Yang; Barbara O'Brien; Cindy Tworek; Derek Alberding; Lynn C Hull; Yu-Ching Cheng; David Maklan; Cathy L Backinger; Wilson M Compton Journal: Tob Control Date: 2016-08-08 Impact factor: 7.552
Authors: Thomas A Wills; James D Sargent; Frederick X Gibbons; Ian Pagano; Rebecca Schweitzer Journal: Tob Control Date: 2016-08-19 Impact factor: 7.552
Authors: Katherine East; Sara C Hitchman; Ioannis Bakolis; Sarah Williams; Hazel Cheeseman; Deborah Arnott; Ann McNeill Journal: J Adolesc Health Date: 2018-03-02 Impact factor: 5.012
Authors: Andrea S Gentzke; MeLisa Creamer; Karen A Cullen; Bridget K Ambrose; Gordon Willis; Ahmed Jamal; Brian A King Journal: MMWR Morb Mortal Wkly Rep Date: 2019-02-15 Impact factor: 17.586