Association Between Initial Use of e-Cigarettes and Subsequent Cigarette Smoking Among Adolescents and Young Adults: A Systematic Review and Meta-analysis
Open accessAbstract
Importance: The public health implications of e-cigarettes depend, in part, on whether e-cigarette use affects the risk of cigarette smoking. Objective: To perform a systematic review and meta-analysis of longitudinal studies that assessed initial use of e-cigarettes and subsequent cigarette smoking. Data Sources: PubMed, EMBASE, Cochrane Library, Web of Science, the 2016 Society for Research on Nicotine and Tobacco 22nd Annual Meeting abstracts, the 2016 Society of Behavioral Medicine 37th Annual Meeting & Scientific Sessions abstracts, and the 2016 National Institutes of Health Tobacco Regulatory Science Program Conference were searched between February 7 and February 17, 2017. The search included indexed terms and text words to capture concepts associated with e-cigarettes and traditional cigarettes in articles published from database inception to the date of the search. Study Selection: Longitudinal studies reporting odds ratios for cigarette smoking initiation associated with ever use of e-cigarettes or past 30-day cigarette smoking associated with past 30-day e-cigarette use. Searches yielded 6959 unique studies, of which 9 met inclusion criteria (comprising 17 389 adolescents and young adults). Data Extraction and Synthesis: Study quality and risk of bias were assessed using the Newcastle-Ottawa Scale and the Risk of Bias in Non-randomized Studies of Interventions tool, respectively. Data and estimates were pooled using random-effects meta-analysis. Main Outcomes and Measures: Among baseline never cigarette smokers, cigarette smoking initiation between baseline and follow-up. Among baseline non-past 30-day cigarette smokers who were past 30-day e-cigarette users, past 30-day cigarette smoking at follow-up. Results: Among 17 389 adolescents and young adults, the ages ranged between 14 and 30 years at baseline, and 56.0% were female. The pooled probabilities of cigarette smoking initiation were 30.4% for baseline ever e-cigarette users and 7.9% for baseline never e-cigarette users. The pooled probabilities of past 30-day cigarette smoking at follow-up were 21.5% for baseline past 30-day e-cigarette users and 4.6% for baseline non-past 30-day e-cigarette users. Adjusting for known demographic, psychosocial, and behavioral risk factors for cigarette smoking, the pooled odds ratio for subsequent cigarette smoking initiation was 3.62 (95% CI, 2.42-5.41) for ever vs never e-cigarette users, and the pooled odds ratio for past 30-day cigarette smoking at follow-up was 4.28 (95% CI, 2.52-7.27) for past 30-day e-cigarette vs non-past 30-day e-cigarette users at baseline. A moderate level of heterogeneity was observed among studies (I2 = 60.1%). Conclusions and Relevance: e-Cigarette use was associated with greater risk for subsequent cigarette smoking initiation and past 30-day cigarette smoking. Strong e-cigarette regulation could potentially curb use among youth and possibly limit the future population-level burden of cigarette smoking.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Teen e-cigarette use is associated with higher risk of later starting and continuing cigarette smoking.
“teen e-cigarette use is associated with greater risk for subsequent initiation and continuation of cigarette smoking”
From Unique, long-term effects of nicotine on adolescent brain. (2020) · cites this paper as Soneji et al, 2017
The Abstract Results and Conclusions report an association between e-cigarette use and later cigarette-smoking initiation and past-30-day cigarette smoking. But the Methods (Statistical Analysis) specify that the later-smoking analysis involved people who were not current cigarette smokers at baseline; it does not establish that e-cigarette use was associated with continuing to smoke cigarettes among existing smokers. (LLM, conf=0.87)
Experimental — accuracy not yet measuredIt is possible that e-cigarettes may result in greater cigarette initiation in adolescence than would otherwise be expected.
“it is possible that e-cigarettes may result in greater cigarette initiation in adolescence than would otherwise be expected”
From Trends in the age of cigarette smoking initiation among young adults in the US from 2002 to 2018 (2020) · cites this paper as [27]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Measuring inconsistency in meta-analyses
Higgins, J. P. T., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003) · BMJ · doi:10.1136/bmj.327.7414.557 · Cited by 63,139 · see citing works
ROBINS-I: a tool for assessing risk of bias in non-randomised studies of interventions
Sterne, J. A., Hernán, M. A., Reeves, B. C., Savović, J., Berkman, N. D., Viswanathan, M., Henry, D., Altman, D. G., Ansari, M. T., Boutron, I., et al. (2016) · BMJ · doi:10.1136/bmj.i4919 · Cited by 20,329 · see citing works
Tobacco Use Among Middle and High School Students — United States, 2011–2015
Singh, T., Arrazola, R. A., Corey, C. G., Husten, C. G., Neff, L. J., Homa, D. M., & King, B. A. (2016) · MMWR. Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6514a1 · Cited by 1,240 · see citing works
Schwarzer, G., Carpenter, J. R., & Rücker, G. (2015) · Use R! · doi:10.1007/978-3-319-21416-0 · Cited by 1,230 · see citing works
Electronic cigarettes for smoking cessation: a randomised controlled trial.
Bullen, C., Howe, C., Laugesen, M., McRobbie, H., Parag, V., Williman, J., & Walker, N. (2013) · The Lancet · doi:10.1016/s0140-6736(13)61842-5 · Cited by 1,094 · see citing works
Leventhal, A. M., Strong, D. R., Kirkpatrick, M. G., Unger, J. B., Sussman, S., Riggs, N. R., Stone, M. D., Khoddam, R., Samet, J. M., & Audrain-McGovern, J. (2015) · JAMA · doi:10.1001/jama.2015.8950 · Cited by 913 · see citing works
Self-citationPrimack, B. A., Soneji, S., Stoolmiller, M., Fine, M. J., & Sargent, J. D. (2015) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2015.1742 · Cited by 514 · see citing works
Self-citationFoulds, J., Veldheer, S., Yingst, J. M., Hrabovsky, S., Wilson, S. J., Nichols, T. T., & Eissenberg, T. (2014) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntu204 · Cited by 460 · see citing works
Self-citationDiFranza, J. R. (2002) · Tobacco Control · doi:10.1136/tc.11.3.228 · Cited by 445 · see citing works
Leonardi‐Bee, J., Jere, M. L., & Britton, J. R. (2011) · Thorax · doi:10.1136/thx.2010.153379 · Cited by 439 · see citing works
Farsalinos, K. E., Spyrou, A., Tsimopoulou, K., Stefopoulos, C., Romagna, G., & Voudris, V. (2014) · Scientific Reports · doi:10.1038/srep04133 · Cited by 435 · see citing works
E-cigarettes and future cigarette use.
Barrington-Trimis, J. L., Urman, R., Berhane, K., Unger, J. B., Cruz, T. B., Pentz, M. A., Samet, J. M., Leventhal, A. M., & McConnell, R. (2016) · Pediatrics · doi:10.1542/peds.2016-0379 · Cited by 414 · see citing works
Self-citationE-Cigarette Use Among Youth and Young Adults
Murthy, V. H. (2016) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2016.4662 · Cited by 405 · see citing works
Risk Factors for Exclusive E-Cigarette Use and Dual E-Cigarette Use and Tobacco Use in Adolescents
Wills, T. A., Knight, R., Williams, R. J., Pagano, I., & Sargent, J. D. (2014) · PEDIATRICS · doi:10.1542/peds.2014-0760 · Cited by 400 · see citing works
Self-citationElectronic Cigarettes for Smoking Cessation: A Randomised Controlled Trial
Bullen, C., Howe, C., & Laugesen, M. (2014) · Journal of Vascular Surgery · doi:10.1016/j.jvs.2014.01.028 · Cited by 380 · see citing works
Electronic Cigarettes: Effective Nicotine Delivery After Acute Administration
Vansickel, A. R., & Eissenberg, T. (2012) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntr316 · Cited by 346 · see citing works
Self-citationBunnell, R. E., Agaku, I. T., Arrazola, R. A., Apelberg, B. J., Caraballo, R. S., Corey, C. G., Coleman, B. N., Dube, S. R., & King, B. A. (2015) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntu166 · Cited by 336 · see citing works
DiFranza, J. R., Savageau, J. A., Fletcher, K., O’Loughlin, J., Pbert, L., Ockene, J. K., McNeill, A. D., Hazelton, J., Friedman, K., Dussault, G., et al. (2007) · Archives of Pediatrics & Adolescent Medicine · doi:10.1001/archpedi.161.7.704 · Cited by 333 · see citing works
Wills, T. A., Knight, R., Sargent, J. D., Gibbons, F. X., Pagano, I., & Williams, R. J. (2017) · Tobacco Control · doi:10.1136/tobaccocontrol-2015-052705 · Cited by 288 · see citing works
Self-citationA sensitivity analysis for publication bias in systematic reviews
Copas, J. B., & Shi, J. Q. (2001) · Statistical Methods in Medical Research · doi:10.1177/096228020101000402 · Cited by 260 · see citing works
Determinants of First Puff and Daily Cigarette Smoking in Adolescents
O’Loughlin, J. L., Karp, I., Koulis, T., Paradis, G., & DiFranza, J. R. (2009) · American Journal of Epidemiology · doi:10.1093/aje/kwp179 · Cited by 224 · see citing works
Miech, R., Patrick, M. E., O'Malley, P. M., & Johnston, L. D. (2017) · Tobacco Control · doi:10.1136/tobaccocontrol-2016-053291 · Cited by 207 · see citing works
Self-citationOn the development of nicotine dependence in adolescence
Kandel, D. B., Hu, M., Griesler, P. C., & Schaffran, C. (2007) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2007.04.011 · Cited by 204 · see citing works
Spindle, T. R., Hiler, M. M., Cooke, M. E., Eissenberg, T., Kendler, K. S., & Dick, D. M. (2017) · Addictive Behaviors · doi:10.1016/j.addbeh.2016.12.009 · Cited by 195 · see citing works
Self-citationMilestones in the natural course of onset of cigarette use among adolescents
Gervais, A. (2006) · Canadian Medical Association Journal · doi:10.1503/cmaj.051235 · Cited by 188 · see citing works
E-cigarette use and subsequent cigarette and marijuana use among Hispanic young adults
Unger, J. B., Soto, D. W., & Leventhal, A. M. (2016) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.04.027 · Cited by 166 · see citing works
Self-citationEarly Course of Nicotine Dependence in Adolescent Smokers
Doubeni, C. A., Reed, G., & Difranza, J. (2010) · Pediatrics · doi:10.1542/peds.2009-0238 · Cited by 140 · see citing works
What are kids vaping? Results from a national survey of US adolescents
Miech, R. A., Patrick, M. E., O’Malley, P. M., & Johnston, L. D. (2016) · Tobacco Control · doi:10.1136/tobaccocontrol-2016-053014 · Cited by 134 · see citing works
Self-citationSchwarzer, G., Carpenter, J. R., & Rücker, G. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2009.05.008 · Cited by 133 · see citing works
Highly Reactive Free Radicals in Electronic Cigarette Aerosols
Goel, R., Durand, E., Trushin, N., Prokopczyk, B., Foulds, J., Elias, R. J., & Richie, J. P. (2015) · Chemical Research in Toxicology · doi:10.1021/acs.chemrestox.5b00220 · Cited by 126 · see citing works
E-cigarettes, cigarettes, and the prevalence of adolescent tobacco use.
Barrington-Trimis, J. L., Urman, R., Leventhal, A. M., Gauderman, W. J., Cruz, T. B., Gilreath, T. D., Howland, S., Unger, J. B., Berhane, K., Samet, J. M., et al. (2016) · Pediatrics · doi:10.1542/peds.2015-3983 · Cited by 112 · see citing works
Self-citationNicotine concentration of e-cigarettes used by adolescents
Morean, M. E., Kong, G., Cavallo, D. A., Camenga, D. R., & Krishnan‐Sarin, S. (2016) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.06.031 · Cited by 106 · see citing works
Levy, D. T., Borland, R., Villanti, A. C., NIAURA, R. S., Yuan, Z., Zhang, Y., Meza, R., Holford, T. R., Fong, G. T., Cummings, K. M., et al. (2016) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntw158 · Cited by 105 · see citing works
Dierker, L., & Mermelstein, R. (2010) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2009.11.044 · Cited by 94 · see citing works
E-cigarette use is differentially related to smoking onset among lower risk adolescents
Wills, T. A., Sargent, J. D., Gibbons, F. X., Pagano, I., & Schweitzer, R. J. (2016) · Tobacco Control · doi:10.1136/tobaccocontrol-2016-053116 · Cited by 92 · see citing works
Self-citationHow is the effect of adolescent e-cigarette use on smoking onset mediated: A longitudinal analysis.
Wills, T. A., Gibbons, F. X., Sargent, J. D., & Schweitzer, R. J. (2016) · Psychology of Addictive Behaviors · doi:10.1037/adb0000213 · Cited by 56 · see citing works
Self-citationCarpenter, J. R., Schwarzer, G., Rücker, G., & Künstler, R. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2008.12.002 · Cited by 51 · see citing works
E-Cigarette Use Among Never-Smoking California Students
Bostean, G., Trinidad, D. R., & McCarthy, W. J. (2015) · American Journal of Public Health · doi:10.2105/ajph.2015.302899 · Cited by 41 · see citing works
Cobb, C., Villanti, A. C., Graham, A. L., Pearson, J. L., Glasser, A. M., Rath, J., Stanton, C. A., Levy, D. T., Abrams, D. B., & Niaura, R. (2015) · Tobacco Regulatory Science · doi:10.18001/trs.1.2.3 · Cited by 35 · see citing works
Abrams, D. B., & al., N. (2015) · Tobacco Regulatory Science · Cited by 34 · see citing works
A Snapshot of the Depiction of Electronic Cigarettes in YouTube Videos
Romito, L. M., Hurwich, R. A., & Eckert, G. J. (2015) · American Journal of Health Behavior · doi:10.5993/ajhb.39.6.10 · Cited by 31 · see citing works
Pagano, T., Bida, M. R., & Robinson, R. J. (2015) · PubMed · Cited by 16 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Le Foll, B., Piper, M. E., Fowler, C. D., Tonstad, S., Bierut, L., Lu, L., Jha, P., & Hall, W. D. (2022) · Nature Reviews Disease Primers · doi:10.1038/s41572-022-00346-w · Cited by 316 · see citing works
O’Brien, D., Long, J., Quigley, J., Lee, C., McCarthy, A., & Kavanagh, P. (2021) · BMC Public Health · doi:10.1186/s12889-021-10935-1 · Cited by 317 · see citing works
Trends in the age of cigarette smoking initiation among young adults in the US from 2002 to 2018
Barrington-Trimis, J. L., Braymiller, J. L., Unger, J. B., McConnell, R., Stokes, A., Leventhal, A. M., Sargent, J. D., Samet, J. M., & Goodwin, R. D. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.19022 · Cited by 244 · see citing works
Self-citationUnique, long-term effects of nicotine on adolescent brain.
Leslie, F. M. (2020) · Pharmacology, Biochemistry, and Behavior · doi:10.1016/j.pbb.2020.173010 · Cited by 178 · see citing works
Nicotine Gateway Effects on Adolescent Substance Use
Ren, M., & Lotfipour, S. (2019) · Western Journal of Emergency Medicine · doi:10.5811/westjem.2019.7.41661 · Cited by 166 · see citing works
The use of electronic cigarettes in pregnancy: a review of the literature
Whittington, J. R., Simmons, P. M., Phillips, A. M., Gammill, S. K., Cen, R., Magann, E. F., & Cardenas, V. M. (2018) · Obstetrical & Gynecological Survey · doi:10.1097/ogx.0000000000000595 · Cited by 158 · see citing works
Mental health problems and initiation of e-cigarette and combustible cigarette use.
Riehm, K. E., Young, A. S., Feder, K. A., Krawczyk, N., Tormohlen, K. N., Pacek, L. R., Mojtabai, R., & Crum, R. M. (2019) · Pediatrics · doi:10.1542/peds.2018-2935 · Cited by 124 · see citing works
Martinelli, T., Candel, M. J. J. M., de Vries, H., Talhout, R., Knapen, V., van Schayck, C. P., & Nagelhout, G. E. (2023) · Tobacco Control · doi:10.1136/tobaccocontrol-2021-056528 · Cited by 92 · see citing works
Lozano, P., Barrientos-Gutierrez, I., Arillo-Santillan, E., Morello, P., Mejia, R., Sargent, J. D., & Thrasher, J. F. (2017) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2017.09.001 · Cited by 85 · see citing works
Self-citationJobson, C. L. M., Renard, J., Szkudlarek, H., Rosen, L. G., Pereira, B., Wright, D. J., Rushlow, W., & Laviolette, S. R. (2019) · Cerebral Cortex · doi:10.1093/cercor/bhy179 · Cited by 64 · see citing works
Kinnunen, J. M., Ollila, H., Minkkinen, J., Lindfors, P. L., Timberlake, D. S., & Rimpelä, A. H. (2019) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2019.04.019 · Cited by 55 · see citing works
Adolescent electronic cigarette use and tobacco smoking in the Millennium Cohort Study
Staff, J., Kelly, B. C., Maggs, J. L., & Vuolo, M. (2022) · Addiction · doi:10.1111/add.15645 · Cited by 38 · see citing works
Duan, Z., Wang, Y., & Huang, J. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18041695 · Cited by 34 · see citing works
“Additionally, we found that older age, being Non-Hispanic White, and using other tobacco products were significantly associated with subsequent cigarette smoking in our study, consistent with findings reported in previous studies [8,10,29,32].”
MethodResultConsiderations related to vaping as a possible gateway into cigarette smoking: An analytical review
Lee, P. N., Coombs, K. J., & Afolalu, E. F. (2018) · F1000Research · doi:10.12688/f1000research.16928.1 · Cited by 14 · see citing works
Electronic Vapor Product Use and Sexual Risk Behaviors in US Adolescents
Rigsby, D. C., Keim, S. A., Milanaik, R., & Adesman, A. (2021) · Pediatrics · doi:10.1542/peds.2020-022533 · Cited by 4 · see citing works
- Authors
- Soneji, S., Barrington-Trimis, J. L., Wills, T. A., Leventhal, A. M., Unger, J. B., Gibson, L. A., Yang, J., Primack, B. A., Andrews, J. A., Miech, R. A., Spindle, T. R., Dick, D. M., Eissenberg, T., Hornik, R. C., Dang, R., & Sargent, J. D.
- Affiliations
- Dartmouth Institute for Health Policy and Clinical Practice (US)
- Department of Preventive Medicine, Keck School of Medicine of USC, University of Southern California, Los Angeles
- University of Hawaii Cancer Center (US)
- University of Southern California (US)
- University of Pennsylvania (US)
- currently a medical student at Warren Alpert Medical School of Brown University, Providence, Rhode Island
- University of Pittsburgh (US)
- Oregon Research Institute (US)
- University of Michigan (US)
- Virginia Commonwealth University (US)
- Corresponding author
- Soneji, Samir
- ORCID
- Venue
- JAMA Pediatrics
- Publisher
- American Medical Association (AMA)
- Published
- 2017-08-01
- Volume
- 171
- Issue
- 8
- Pages
- 788
- ISSN
- 1072-4710 (ISSN-L)
- 2168-6203
- PMC
- PMC5656237
- OpenAlex
- W2698106459
- Cited by
- 1,170
- References
- 42
- Citations by year
- 2026: 55 · 2025: 89 · 2024: 110 · 2023: 125 · 2022: 132 · 2021: 150 · 2020: 193 · 2019: 170 · 2018: 122 · 2017: 24
- FWCI
- 17.08
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Archives of Pediatrics and Adolescent Medicine (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Cancer Institute (P50CA179546, R01CA153154, P50CA180905, P30CA023108)
- National Institute on Minority Health and Health Disparities (U54MD007584)
- Topics
- Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Keywords
- electronic cigarettes, cigarette smoking initiation, adolescents, young adults, vaping
- MeSH terms
- Adolescent, Adolescent Behavior, Female, Humans, Male, Risk Factors, Smoking, Tobacco Use Disorder, Smoking Cessation, Disease Progression, Young Adult, Electronic Nicotine Delivery Systems
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review