Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2022 Aug 1.
Published in final edited form as: Addict Behav. 2021 Mar 8;119:106898. doi: 10.1016/j.addbeh.2021.106898

A Synthesis of the Literature to Inform Vaping Cessation Interventions for Young Adults

Carla J Berg 1,2, Nandita Krishnan 1, Amanda L Graham 3,4, Lorien C Abroms 1,2
PMCID: PMC8113079  NIHMSID: NIHMS1683467  PMID: 33894483

Abstract

There is an urgent need to address young adult (YA) vaping. However, there is limited vaping cessation intervention research, particularly studies tested via experimental designs. This manuscript focuses on YA vaping and critical needs for research to advance vaping cessation interventions for YAs. The smoking cessation literature, especially regarding YA smoking, provides evidence and theory from which to draw. However, the extent to which this literature has utility for vaping cessation warrants investigation. Research to inform the development and optimization of effective vaping cessation interventions for YAs requires attention to both potential targets for behavioral intervention (e.g., conceptual framework) and how to best reach YAs (i.e., delivery modality). Regarding the former, such interventions must consider the complexity of YA vaping (e.g., complex social influences, limited negative outcome expectancies, quit intentions). One particularly challenging aspect of YA cessation is co-use of other tobacco products and marijuana and ensuring that those who quit vaping do not continue or increase other product use. With regard to intervention modality, technology-based interventions (e.g., text messaging, apps) may prove promising, and individualized intervention (e.g., one-on-one counseling) may be needed to carefully intervene on the complexity of substance use, particularly cigarette and marijuana use, within this population.

Keywords: Tobacco use, Young adults, E-cigarettes, Vaping, Behavioral interventions, Cessation

1. Introduction

In the past decade, e-cigarettes have become a prominent public health controversy1 that have disproportionally impacted young adults (YAs).2,3 E-cigarette use (i.e., vaping nicotine) in YAs (18–24 years old) increased from 5.2% in 2014 to 9.3% in 20194,5 and is associated with other tobacco use,6,7 as well as use of other substances, particularly marijuana.8,9 Despite increasing vaping prevalence,4,5 strong demand for vaping cessation interventions among YAs,10,11 and a call for research to develop effective vaping cessation interventions in the 2020 Surgeon General’s Report on Smoking Cessation,12 there is limited vaping cessation intervention research10,11,1317 and no published randomized trials. Nonetheless, state and local health departments, non-profit organizations, quitline providers, educational institutions, and others are working quickly to develop and implement programs to address this critical need. Thus, research is urgently needed to rapidly inform ongoing and future vaping cessation programs and to enhance the evidence base.

This manuscript focuses on YA nicotine vaping and critical research needs to advance cessation interventions for this population. We acknowledge the need to address vaping among adolescents. However, differences between YAs and adolescents with regard to socio-contextual determinants of vaping (e.g., home/school environments, access, other substance use), use levels/profiles, and potential delivery channels (e.g., school curricula) warrant separate discussion. Below, we highlight: 1) the evidence base for smoking cessation treatment and considerations in adapting cessation interventions for vaping, 2) promising intervention modalities and delivery channels, 3) a vaping cessation intervention currently being disseminated and studied, and 4) directions for future work.

2. Behavioral Intervention Content and Considerations

The US Public Health Service Clinical Practice Guidelines state that effective smoking cessation treatments should offer problem-solving and coping skills training, social support, and pharmacotherapy (except when contraindicated).18 The Guidelines state that improved abstinence rates result from behavioral interventions that are: 1) more intensive (e.g., multi-session) and 2) delivered via multiple modes (e.g., counseling, self-help manuals).18 However, these guidelines are based on the general adult-smoker population and include caveats or limitations with respect to younger populations.18 Relevance of these guidelines to vaping cessation warrants empirical investigation.19

Such efforts must account for nuances of YA vaping that may make vaping cessation particularly challenging. Important considerations are: varying use patterns/profiles,20 co-use with other tobacco products (particularly cigarettes) and marijuana,20,21 varying readiness to quit vaping or prior experience with such attempts,20 distinct and broad-ranging vaping motives,20,22 and distinct motives for abstinence/cessation,2224 among others, briefly summarized below. Subsequently, we provide an overview of how these considerations might inform conceptual frameworks for YA vaping cessation interventions.

2.1. Diverse E-cigarette Use Levels and Patterns

The literature suggests that nicotine content in e-cigarettes with the greatest market share increased over time,25 nicotine consumption and exposure via e-cigarettes can be extremely high among YAs,20,22,26 and vaping on a daily basis is associated with lower odds of vaping cessation.27 However, other data also suggest potentially low levels of nicotine exposure among YAs who vape. For example, an analysis of data from the Population Assessment of Tobacco and Health (PATH)20 indicated that e-cigarette users use an average of 10 days of the past 30, and ~15% used e-liquids not containing nicotine. Moreover, ~33% of users say they are “not at all addicted” to nicotine, despite most indicating at least one symptom of addiction.20 The smoking literature indicates that YA nondaily smokers are unlikely to perceive themselves as addicted or identify as “smokers”, which is associated with lower likelihood of attempting to quit smoking.28 Thus, both high and low levels of e-cigarette use may pose unique challenges for promoting cessation.

2.2. Co-use with Other Tobacco Products and Marijuana

One PATH analysis indicated that ~80% of YA e-cigarette users use cigarettes, 53% marijuana, and 82% alcohol (vs. 40% cigarettes, 39% marijuana, and 77% alcohol in nonusers).20,21 In another study, 65% of YA e-cigarette users used other tobacco products and 60% marijuana; only 17% used e-cigarettes but no other tobacco product or marijuana.29 Moreover, being a former smoker (vs. never smoker) and use of other combustible tobacco products are associated with lower odds of vaping cessation.27 These data on poly-use highlight several major intervention considerations: 1) the risks of nicotine addiction, chronic use, and chronic relapse given the potentially high nicotine exposure among dual or polytobacco users;30 2) the complexities of how vaping initiation and cessation impact exposure to and cessation of cigarettes;31 3) the impact of polysubstance use, including vaping marijuana, on motivation and ability to quit; and 4) the need for interventions that simultaneously target multiple substances vaped (i.e., nicotine, marijuana) and/or multiple modes of nicotine consumption (i.e., vaping, cigarette smoking).

2.3. Various Experiences with Quitting and Levels of Readiness to Quit

Per PATH data, only 13% of YA current e-cigarette users tried to quit completely, and only 7% had tried to reduce.20 In another PATH analysis, 62.4% of current adult e-cigarette users – the majority of whom were YAs (ages 18–34 years) – planned to quit vaping for good (28.7% within the next six months), and 25% reported a past-year quit attempt.32 Similarly, a 2020 study found that 20.8% of YA e-cigarette users reported being ready to quit e-cigarettes in the next 6 months and 32.3% reported past-year quit attempts.33

2.4. Outcome Expectancies and Motives for Use, Co-use, and Discontinued Use

E-cigarette use. Interventions to promote vaping cessation should address outcome expectancies of vaping and/or reasons or motives for vaping. Motives for YA vaping include beliefs that e-cigarettes are less harmful to self and others, can be used where smoking is not allowed, have appealing flavors, are more acceptable to nonsmokers, facilitate socializing, support smoking cessation or reduction, or as an alternative to quitting smoking cigarettes.17,20,22,34,35 These often differ among cigarette use subgroups. For example, never or non-smokers most commonly cite curiosity and socialization as reasons for vaping;22,34 former smokers commonly vape to quit using cigarettes or other tobacco products;22,34,36,37 and users of both e-cigarettes and cigarettes commonly vape because they perceive e-cigarettes as less harmful than cigarettes or to help cut down on or quit cigarette smoking.22,34,36,37

Co-use with other tobacco and/or marijuana. Measures have been developed to examine motives for polytobacco use38 and motives for nicotine and marijuana co-use39 that identified four factors: instrumentality (synergistic effects of products), social context (use in different settings/social situations), displacement (using one product to reduce/quit the other), and experimentation. Interventions attending to such polyuse motives should be investigated to determine the extent to which co-use motives may have implications for behavior change outcomes across different products (e.g., e-cigarettes, cigarettes, marijuana).

Discontinued use. The literature has identified several key motives for quitting vaping including: social influences discouraging use, concerns about academic/athletic/career prospects/performance, mental and physical health concerns (including addiction), lack of satisfaction with taste or to deal with cravings (particularly in smokers substituting with e-cigarettes), or because they only experimented with e-cigarettes.2224,26,34,37,4044 Moreover, smoking history has implications for vaping cessation motives.22,34,36,37,43 Across never, current, and former cigarette smokers, reasons for quitting vaping include: health concerns and cost among never or non-smokers;22,34 health concerns and not needing e-cigarettes to stay quit among former smokers;22,34,36,37 and finding e-cigarettes less satisfying than cigarettes among users of both e-cigarettes and cigarettes.22,34,36,37 In addition, one study found that those who vape for non-goal-oriented reasons (e.g., curiosity) were more likely to quit than those who vaped for goal-oriented reasons (e.g., quitting smoking).42

2.5. Integrating Considerations to Inform Conceptual Frameworks for Vaping Cessation

Research is needed to test whether and/or how the effectiveness of vaping cessation interventions can be enhanced by addressing the various use levels and complex user profiles, other tobacco/substance use, varying interest in or experience with quitting, and the diversity of motives for use and potential cessation.27 Social Cognitive Theory (SCT)45,46 may provide an effective conceptual framework for addressing YA vaping cessation. SCT posits that social support, outcomes expectations (e.g. benefits and barriers from quitting), behavioral capability, and self-efficacy affect readiness to quit (i.e., behavioral intention) and ultimately cessation.

Noting the nuances of YA vaping behavior, SCT may be particularly appropriate, as several facets of vaping align with SCT constructs. The social aspect of YA vaping is multifaceted: YAs may be introduced to vaping by friends/peers, may vape to socialize, and/or integrate vaping into substance use common in YA socialization; however, others may also discourage vaping and/or provide support to quit. YAs also indicate a broad range of outcome expectancies – both positive (e.g., enjoying flavors or “buzz”, help with nicotine cravings, discreetness of vaping behavior)19,20,22,26,34,36,37 and negative (e.g., not enjoying taste/smell, insufficient help with cravings, academic/athletic performance impacted negatively).2224,26,34,36,37,4044 Particularly relevant negative outcome expectancies are perceived risks – with regard to several dimensions including health risks, risk of addiction, and risks in the context of co-use with other tobacco products and/or marijuana.2224,26,34,36,37,4044 Additionally, limited attempts to quit may underscore challenges in developing skills to apply to the process of vaping cessation (i.e., behavioral capability) and in developing self-efficacy to achieve cessation.

Regarding behavioral intention, YA vaping cessation interventions are also challenged to engage those who are not ready to quit, use infrequently, may not believe they are addicted, and/or perceive few negative implications of vaping (or co-use with other tobacco/marijuana). At the same time, these interventions must also be appropriate for those with high levels of use and addiction, for example, by providing more intensive and ongoing behavioral intervention support and considering the need for pharmacotherapy and nicotine replacement to address withdrawal.

Particularly critical, vaping cessation interventions must also ensure that those who quit vaping do not continue or increase use of other tobacco products (particularly cigarettes) or marijuana. Unfortunately, a major gap in the research is messaging strategies and interventions to effectively promote positive behavior change among polytobacco or polysubstance users; particularly relevant to this manuscript, greater research must examine how to address co-use of e-cigarettes, cigarettes, and/or marijuana. Relatedly, because the harms – particularly long-term – associated with vaping remain uncertain, developing compelling, evidence-based messages to promote cessation poses a challenge.

3. Intervention Modality and Delivery

Although there are various modalities and delivery channels to consider, such as in-person counseling, group-based counseling, and others, identifying the most appropriate strategies for young people is critical in developing vaping cessation interventions. Unfortunately, one of the most universally available cessation resources – quitlines – have shown very low uptake among YAs.47,48 However, other remote, phone-based modalities hold promise. Three Cochrane Reviews4951 and a review by the Guide to Community Preventive Services52 indicate that mobile-phone based behavioral interventions are effective for long-term smoking cessation4952 and are effective among YAs.50,53,54,55 Notably, 99% of YAs own mobile phones; 95% own smartphones.56 Text messaging is an easy-to-use, discreet, and preferred communication modality among YAs, with high readership rates,5759 underscoring its utility to reach and engage this population in vaping cessation. Moreover, text messaging programs that make use of multimedia (visual formats, video) may be more effective at engaging YAs than stand-alone text messages.60 While text messaging programs have a solid evidence base for smoking cessation, they are typically technologically basic (e.g., black/white text, emojis, 160 characters/message) and have not integrated multimedia formats available on smartphones.

Vaping cessation intervention research is needed to examine the utility of novel technology-based intervention strategies – for example, programs that expand on text messaging programs, designed as smartphone apps, chatbots, and/or integrated with social media (e.g., Snapchat, TikTok).61 Indeed, a cursory search for apps in the iTunes and Google Play stores reveal the availability of a handful of apps aimed at vaping cessation, though their efficacy is unknown. Research is also warranted regarding whether interventions that take advantage of a range of smartphone capabilities (e.g., videos, games, memes) may effectively engage YAs and promote vaping cessation. For example, gamification can emphasize specific types of information and promote skill development.60,62 Such features are likely to increase engagement, a critical factor in a program’s success.60 In short, intervention research should examine whether specific technology-based approaches and different features may be effective in engaging YAs who vape and promoting behavior change.

In addition, Clinical Practice Guidelines indicate that providing multiple modes of delivery is likely to boost quit rates.18 Particularly relevant to YA vaping, per the most recent Cochrane review on mHealth,50 human-delivered counseling (including via text messaging63) has been shown to boost quit rates over automated text-messaging programs alone. Vaping is a highly complex behavior, and cessation may impact other behaviors, particularly combusted tobacco use. Individualized counseling to address various dimensions of cessation may be needed given rates of tobacco, nicotine, and marijuana polyuse.20,21,27,2931

4. Case Example

Ongoing work is striving to address the gaps in existing research and practice. Here we highlight one example of a vaping cessation intervention currently being disseminated and studied. In 2019, Truth Initiative launched This is Quitting, a nationally-available text messaging vaping cessation program for youth (13–17 years old) and YAs (18–24 years old).10 This is Quitting has enrolled more than 232,000 young people (93,000 teens, 139,000 YAs) as of December 2020, demonstrating significant demand among young people. The program is grounded in the evidence for smoking cessation treatment among young people and behavior change theory.18,64,65 The messages are tailored to users’ age, their enrollment or quit date, and the vape product they use, and differ for those not ready to quit (i.e., focused on building skills and confidence). An initial observational evaluation of This is Quitting10 indicated that, in YAs, the majority set a quit date (74%) and 38.4% used interactive key words. At 14 days (response rate 37%), 61% indicated reduction (47%) or stopping (16%); at 90 days (response rate 21%), 7-day and 30-day point-prevalence abstinence were 26% and 15.0%, respectively.10 This program is being disseminated through the national truth® campaign and partnerships with youth-serving organizations (e.g., state/local governments, health plans, school systems). A two-arm RCT11 (vs. control) among 2,600 YAs recruited via web ads was completed in December 2020 (under review). This example shows that theory-driven, technology-based approaches drawing from the smoking cessation treatment evidence base are feasible, acceptable, and promising among YAs.

5. Summary and Conclusions

Given the urgency of addressing YA vaping, tobacco control stakeholders have developed and implemented programs to address this critical need. Intervention development has outpaced vaping cessation intervention research, particularly tested via experimental designs. The smoking cessation literature, especially regarding YA smoking, provides evidence and theory from which to draw. However, the extent to which this literature has utility for vaping cessation efforts warrants investigation. Research is needed to inform the development and optimization of effective vaping cessation interventions for YAs. This requires attention to how such interventions address the complexity of YA vaping (e.g., complex social influences, limited negative outcome expectancies, quit intentions). One particularly challenging aspect of YA cessation is addressing polytobacco use and co-use with marijuana – particularly ensuring that those who quit vaping do not continue or increase their cigarette smoking. Intervention modality is also a critical consideration. Technology-based interventions (e.g., text messaging) are promising, and individualized intervention (e.g., one-on-one counseling) may be needed to carefully intervene on the complexity of substance use, particularly cigarette smoking, within this population. There is a critical need to catalyze research to inform ongoing and future vaping cessation programs and advance the science.

Highlights.

  • A major public health concern is e-cigarette use, particularly among young adults (YAs).

  • YA e-cigarette (“vaping”) cessation intervention research is limited.

  • Research is needed to develop and optimize effective vaping cessation interventions.

  • Vaping is a complex behavior, with particular implications for cigarette use.

  • Promising delivery modes may be individualized and technology-based approaches.

Acknowledgments

Role of Funding Sources: [omitted for blind review]. The funders had no role in the study design, collection, analysis or interpretation of the data, writing the manuscript, or the decision to submit the paper for publication.

Footnotes

Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

Contributors: [omitted for blind review].

Conflict of Interest: [omitted for blind review].

References

  • 1.Kennedy RD, Awopegba A, De Leon E, Cohen JE. Global approaches to regulating electronic cigarettes. Tob Control. 2017;26(4):440–445. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.National Academies of Sciences Engineering and Medicine. Public Health Consequences of E-Cigarettes National Academies of Sciences Engineering and Medicine. Available at: http://nationalacademies.org/hmd/reports/2018/public-health-consequences-of-e-cigarettes.aspx. Published 2018. Accessed January 10, 2021.
  • 3.Vallone DM, Bennett M, Xiao H, Pitzer L, Hair EC. Prevalence and correlates of JUUL use among a national sample of youth and young adults. Tob Control. 2019;28(6):603–609. [DOI] [PubMed] [Google Scholar]
  • 4.Cornelius ME, Wang TW, Jamal A, Loretan CG, Neff LJ. Tobacco product use among adults - United States, 2019. MMWR Morb Mortal Wkly Rep. 2020;69(46):1736–1742. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Centers for Disease Control and Prevention. National Health Interview Survey: 2018 Data Release. Available at: https://www.cdc.gov/nchs/nhis/nhis_2018_data_release.htm Centers for Disease Control and Prevention. Published 2018. Accessed January 10, 2021. [Google Scholar]
  • 6.Primack BA, Soneji S, Stoolmiller M, Fine MJ, Sargent JD. Progression to traditional cigarette smoking after electronic cigarette use among US adolescents and young adults. JAMA Pediatr. 2015;169(11):1018–1023. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Unger JB, Soto DW, Leventhal A. E-cigarette use and subsequent cigarette and marijuana use among Hispanic young adults. Drug Alcohol Depend. 2016;163:261–264. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Cohn A, Villanti A, Richardson A, et al. The association between alcohol, marijuana use, and new and emerging tobacco products in a young adult population. Addict Behav. 2015;48:79–88. [DOI] [PubMed] [Google Scholar]
  • 9.Lanza HI, Motlagh G, Orozco M. E-cigarette use among young adults: A latent class analysis examining co-use and correlates of nicotine vaping. Addict Behav. 2020;110:106528. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Graham AL, Jacobs MA, Amato MS. Engagement and 3-month outcomes from a digital e-cigarette cessation program in a cohort of 27 000 teens and young adults. Nicotine Tob Res. 2020;22(5):859–860. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Graham AL, Jacobs MA, Amato MS, Cha S, Bottcher MM, Papandonatos GD. Effectiveness of a quit vaping text messaging program in promoting abstinence among young adult e-cigarette users: protocol for a randomized controlled trial. JMIR Res Protoc. 2020;9(5):e18327. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Centers for Disease Control and Prevention. Smoking Cessation: A Report of the Surgeon General: Available at: https://www.cdc.gov/tobacco/data_statistics/sgr/2020-smoking-cessation/index.html. Atlanta, GA: Centers for Disease Control and Prevention;2020. Accessed January 12, 2021. [Google Scholar]
  • 13.Hadland SE, Chadi N. Through the haze: what clinicians can do to address youth vaping. J Adolesc Health 2020;66(1):10–14. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.O'Connor S, Pelletier H, Bayoumy D, Schwartz RI. Interventions to Prevent Harms from Vaping. Special Report. Toronto, ON: Ontario Tobacco Research Unit;2019. [Google Scholar]
  • 15.Silver B, Ripley-Moffitt C, Greyber J, Goldstein AO. Successful use of nicotine replacement therapy to quit e-cigarettes: lack of treatment protocol highlights need for guidelines. Clin Case Rep. 2016;4(4):409–411. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Sahr M, Kelsh SE, Blower N. Pharmacist assisted vape taper and behavioral support for cessation of electronic nicotine delivery system use. Clin Case Rep. 2020;8(1):100–103. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Amato MS, Bottcher MM, Cha S, Jacobs MA, Pearson JL, Graham AL. "It’s really addictive and I'm trapped:" A qualitative analysis of the reasons for quitting vaping among treatment-seeking young people. Addict Behav. 2021;112:106599. [DOI] [PubMed] [Google Scholar]
  • 18.Fiore MC, Jaen CR, Baker TB. Treating Tobacco Use and Dependence:2008 Update. Clinical Practice Guideline. Rockville, MD: U.S. Department of Health and Human Services. Public Health Service;2008. [Google Scholar]
  • 19.Sanchez S, Kaufman P, Pelletier H, et al. Is vaping cessation like smoking cessation? A qualitative study exploring the responses of youth and young adults who vape e-cigarettes. Addict Behav. 2020;113:106687. [DOI] [PubMed] [Google Scholar]
  • 20.Buu A, Hu YH, Wong SW, Lin HC. Comparing American college and noncollege young adults on e-cigarette use patterns including polysubstance use and reasons for using e-cigarettes. J Am Coll Health. 2019:1–7. [DOI] [PubMed] [Google Scholar]
  • 21.Bluestein M, Kelder S, Perry CL, Perez A. Exploring associations between the use of alcohol and marijuana with e-cigarette use in a U.S.A. nationally representative sample of young adults, Int J Health Sci (Qassim) 2019; 13(l):30–39. [PMC free article] [PubMed] [Google Scholar]
  • 22.Berg CJ. Preferred flavors and reasons for e-cigarette use and discontinued use among never, current, and former smokers. Int J Public Health. 2016;61(2):225–236. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Amato M, Cha S, Bottcher M, Jacobs M, Pearson JL, Graham A. Being addicted to nicotine sucks: reasons for quitting vaping among treatment seeking young people. Paper presented at: 2020 Society for Research on Nicotine and Tobacco Annual Meeting2020; New Orleans, LA. [Google Scholar]
  • 24.Perks SN, Haardorfer R, Windle M, Berg CJ. Tobacco abstinence motives in young adult college students: scale development and validation. Am J Health Behav. 2019;43(3):464–477. [DOI] [PubMed] [Google Scholar]
  • 25.Romberg AR, Miller Lo EJ, Cuccia AF, et al. Patterns of nicotine concentrations in electronic cigarettes sold in the United States, 2013–2018. Drug Alcohol Depend. 2019;203:1–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Windle M, Haardörfer R, Lloyd SA, Foster B, Berg CJ. Social influences on college student use of tobacco products, alcohol, and marijuana. Subst Use Misuse. 2017;52(9). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Coleman B, Rostron B, JohnsonS E,et al. Transitions in electronic cigarette use among adults in the Population Assessment of Tobacco and Health (PATH) Study, Waves 1 and 2 (2013–2015). Tob Control. 2019;28(1):50–59. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Berg CJ, Lust KA, Sanem JR, et al. Smoker self-identification versus recent smoking among college students. Am J Prev Med. 2009;36(4):333–336. [DOI] [PubMed] [Google Scholar]
  • 29.Berg CJ, Duan X, Getachew B, et al. Young adult e-cigarette use and retail exposure in 6 US metropolitan areas. Tob Reg Sci. In press. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Wagner EH. Chronic disease management: what will it take to improve care for chronic illness? Eff Clin Pract. 1998;1(1):2–4. [PubMed] [Google Scholar]
  • 31.Wei L, Muhammad-Kah RS, Hannel T, et al. The impact of cigarette and e-cigarette use history on transition patterns: a longitudinal analysis of the population assessment of tobacco and health (PATH) study, 2013–2015. Harm Reduct J. 2020;17(1):45. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Rosen RL, Steinberg ML. Interest in quitting e-cigarettes among adults in the United States. Nicotine Tob Res. 2020;22(5):857–858. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Berg CJ, Duan X, Romm K, et al. Young adults' vaping, readiness to quit, and recent quit attempts: The role of co-use with cigarettes and marijuana. Nicotine Tob Res. 2020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Biener L, Song E, Sutfin EL, Spangler J, Wolfson M. Electronic cigarette trial and use among young adults: reasons for trial and cessation of vaping. Int J Environ Res Public Health. 2015;12(12):16019–16026. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Kinouani S, Leflot C, Vanderkam P, Auriacombe M, Langlois E, Tzourio C. Motivations for using electronic cigarettes in young adults: A systematic review. Subst Abus. 2020;41(3):315–322. [DOI] [PubMed] [Google Scholar]
  • 36.Boyle RG, Richter S, Helgertz S. Who is using and why: Prevalence and perceptions of using and not using electronic cigarettes in a statewide survey of adults. Addict Behav Rep. 2019;10:100227. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Yong HH, Borland R, Cummings KM, et al. Reasons for regular vaping and for its discontinuation among smokers and recent ex-smokers: findings from the 2016 ITC Four Country Smoking and Vaping Survey. Addiction. 2019;114 Suppl 1:35–48. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Berg CJ, Haardörfer R, Schauer GL, et al. Reasons for polytobacco use among young adults: scale development and validation. Tob Prev Cessat. 2016;26(2). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Berg CJ, Payne JB, Henriksen LA, et al. Reasons for marijuana and tobaccoco-use among young adults: a mixed methods scale development study. Subst Use Misuse. 2017;53(3):357–369. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Weaver SR, Heath JW, Ashley DL, Huang J, Pechacek TF, Eriksen MP. What are the reasons that smokers reject ENDS? A national probability survey of U.S. Adult smokers, 2017–2018. Drug Alcohol Depend 2020;211:107855. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Simonavicius E, McNeill A, Arnott D, Brose LS. What factors are associated with current smokers using or stopping e-cigarette use? Drug Alcohol Depend. 2017;173:139–143. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Pepper JK, Ribisl KM, Emery SL, Brewer NT. Reasons for starting and stopping electronic cigarette use. Int J Environ Res Public Health. 2014;11(10):10345–10361. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Kong G, Morean ME, Cavallo DA, Camenga DR, Krishnan-Sarin S. Reasons for electronic cigarette experimentation and discontinuation among adolescents and young adults. Nicotine Tob Res. 2015;17(7):847–854. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Biener L, Hargraves JL. A longitudinal study of electronic cigarette use among a population-based sample of adult smokers: association with smoking cessation and motivation to quit. Nicotine Tob Res. 2015;17(2):127–133. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Bandura A. Health promotion from the perspective of social cognitive theory. Psychol Health. 1998;13:623–649. [Google Scholar]
  • 46.Bandura A. Health promotion by social cognitive means. Health Educ Behav. 2004;31(2):143–164. [DOI] [PubMed] [Google Scholar]
  • 47.Campbell HS, Baskerville NB, Hayward LM, Brown KS, Ossip DJ. The reach ratio--a new indicator for comparing quitline reach into smoking subgroups. Nicotine Tob Res. 2014;16(4):491–495. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Rudie M, Bailey L. NAQC FY2018 annual survey: progress update on state quitlines. Available at: https://cdn.ymaws.com/www.naquitline.org/resource/resmgr/2018_survey/NAQC_FY2018_Annual_Survey_Da.pdf, Accessed September 19, 2019.
  • 49.Whittaker R, McRobbie H, Bullen C, Rodgers A, Gu Y. Mobile phone-based interventions for smoking cessation. Cochrane Database Syst Rev. 2016;4:CD006611. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Whittaker R, McRobbie H, Bullen C, Rodgers A, Gu Y, Dobson R. Mobile phone text messaging and app-based interventions for smoking cessation. Cochrane Database Syst Rev. 2019(10). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Whittaker R, McRobbie H, Bullen C, Borland R, Rodgers A, Gu YL. Mobile phone-based interventions for smoking cessation. Cochrane Database Syst Rev. 2012(11). [DOI] [PubMed] [Google Scholar]
  • 52.Centers for Disease Control and Prevention. The Guide to Community Preventive Services. Available at: http://www.thecommunityguide.org/index.html. Published 2012. Accessed January 10, 2021.
  • 53.Villanti AC, McKay HS, Abrams DB, Holtgrave DR, Bowie JV. Smoking-cessation interventions for U.S. young adults: a systematic review. Am J Prev Med. 2010;39(6):564–574. [DOI] [PubMed] [Google Scholar]
  • 54.Villanti AC, West JC, Klemperer EM, et al. Smoking-cessation interventions for U.S. young adults: updated systematic review. Am J Prev Med. 2020. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Hoeppner BB, Hoeppner SS, Abroms LC. How do text-messaging smoking cessation interventions confer benefit? A multiple mediation analysis of Text2Quit. Addiction. 2017;112(4):673–682. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Pew Research Center. Mobile Fact Sheet. Available at: http://www.pewinternet.org/fact-sheet/mobile/. Pew Research Center. Published 2019. Accessed January 10, 2021. [Google Scholar]
  • 57.Rideout V, Robb M. Social Media, Social Life: Teens Reveal Their Experiences. Available at: https://www.commonsensemedia.org/research/social-media-social-life-2018. Common Sense Media. Published 2018. Accessed January 10, 2021. [Google Scholar]
  • 58.Heron KE, Romano KA, Braitman AL. Mobile technology use and mhealth text message preferences: an examination of gender, racial, and ethnic differences among emerging adult college students. Mhealth. 2019;5(2). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Tseng TY, Krebs P, Schoenthaler A, et al. Combining text messaging and telephone counseling to increase varenicline adherence and smoking abstinence among cigarette smokers living with HIV: a randomized controlled study. AIDS Behav. 2017;21(7):1964–1974. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Abroms LC, Whittaker R, Free C, Mendel Van Alstyne J, Schindler-Ruwisch JM. Developing and pretesting a text messaging program for health behavior change: recommended steps. JMIR Mhealth Uhealth. 2015;3(4):e107. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Massey ZB, Brockenberry LO, Harrell PT. Vaping, smartphones, and social media use among young adults: Snapchat is the platform of choice for young adult vapers. Addict Behav. 2021;112:106576. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Abroms L, Leavitt L, Van Alstyne J, Schindler-Ruwisch J, Fishman M, Greenberg D. A motion videogame for opioid relapse prevention. Games Health J 2015:494–501. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.White JS, Toussaert S, Thrul J, Bontemps-Jones J, Abroms L, Westmaas JL. Peer mentoring and automated text messages for smoking cessation: a randomized pilot trial. Nicotine Tob Res. 2019. [DOI] [PubMed] [Google Scholar]
  • 64.Fanshawe TR, Halliwell W, Lindson N, Aveyard P, Livingstone-Banks J, Hartmann-Boyce J. Tobacco cessation interventions for young people. Cochrane Database Syst Rev. 2017;11:CD003289. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Clinic Mayo. Mayo Clinic 5-E Model of Wellness Coaching. 2019. Available at: https://wellnesscoachtraining.mayo.edu/why-us/. Published 2019. Accessed January 12, 2021.

RESOURCES