Abstract

Introduction
Prevention and cessation of nicotine or cannabis electronic cigarette (e-cigarette) use among youth remains one of the key public health priorities due to high rates of adolescent use1,2 and associated negative health effects. 3 However, little is known about adolescents who are willing to quit vapor products and reasons they have not stopped using nicotine or cannabis e-cigarettes. The present study compared California middle and high school students, who reported use of nicotine and/or cannabis e-cigarettes during COVID-19 Shelter-in-Place orders (hereafter “Shelter-in-Place”), by interest in quitting nicotine or cannabis e-cigarettes and reasons why they have not quit. Given the popularity and high prevalence of social media use, online platforms provide promising opportunities for cessation of nicotine or cannabis e-cigarette use among young people. 4 Thus, we also examined adolescents’ interests in Instagram-based cessation programs.
California was the first US state to legalize medicinal cannabis in 1996 for people 18 years and older with a medical provider’s recommendation and adult recreational use in November 2016 for people 21 years and older, with first legal sales starting in January 2018.5,6 Despite age restrictions for adult use, there has been an increase in cannabis use among California adolescents after legalization, 7 and especially among young people who use e-cigarette products.8,9 Our study capturing data during the time of the pandemic complements existing research and informs prevention efforts regarding cessation of e-cigarette use in youth.
Methods
This was a cross-sectional study of California adolescents surveyed on Qualtrics between August 2020 and March 2021. 10 SIS International Research recruited adolescents by reaching out to parents on SIS research panels and by posting the screener questionnaire online. Respondents were eligible if they were (1) 13 to 18 years old (SIS verified by supporting documentation), (2) a middle or high school student in California before Shelter-in-Place, and (3) reported past 30-day use of any nicotine or cannabis (ie, tetrahydrocannabinol) e-cigarettes. The University of California, San Francisco Institutional Review Board approved this study. Supplemental eFigure 1 describes eligibility criteria and how the final analytic sample was derived (n = 85).
Measures
Interest in quitting nicotine or cannabis e-cigarette use was a dichotomous outcome variable: those (very) interested in quitting versus those who were not or somewhat interested or “neutral.” The survey asked about reasons respondents had not quit e-cigarette use (eg, not considering these products harmful) and whether respondents were interested in learning about an Instagram-based nicotine or cannabis e-cigarette use cessation program (dichotomized from a 3-point scale: maybe interested or interested versus not interested).
We measured the 4-item nicotine or cannabis e-cigarette use dependence scale using the 4-item Electronic Cigarette Dependence Scale (EDS) 11 as a proxy; a possible range was from 0 to 16, with higher values indicating stronger dependency (Cronbach α = 0.87). Sociodemographic characteristics included age, self-identified gender, race-ethnicity, and mother’s highest level of educational attainment (Supplemental eTable 1).
Statistical Analysis
All analyses were conducted in SAS software, version 9.4 (SAS Institute, Cary, North Carolina). In unadjusted analyses, we used Pearson χ2 or Fisher exact tests for categorical variables and the Student t test and the Wilcoxon/Mann-Whitney U test for normally and non-normally distributed continuous variables, respectively. Results were deemed significant on alpha = 0.05 and marginally significant on alpha = 0.1. In adjusted analysis, controlling for sociodemographics (age, gender, race-ethnicity, and mother’s education), we carried out 6 multivariable penalized logistic regressions (a superior method to handle small sample and sparse data) 12 with profile-likelihood confidence intervals (CIs) for nonlinear models 13 to assess associations of interest in quitting nicotine or cannabis e-cigarettes with self-reported reasons for quitting that were significant in bivariate analyses.
As sensitivity analysis, we carried out 6 traditional multivariable logistic regression models with normal-based Wald CIs to compare results with the primary analysis that used penalized regression modeling with profile-based CIs (Supplemental eTable 2).
Results
Among 85 respondents (mean age = 16.7 y.o.), 47% identified as female (Supplemental eTable 1), and 37 (44%) identified as Hispanic, aligning with other statewide California surveys.14,15 All respondents reported current (past 30-day) use of nicotine e-cigarettes; 68/85 (80.0%) reported current use of cannabis e-cigarettes. Almost a quarter (21/85, 24.7%) were interested in quitting nicotine or cannabis e-cigarettes, another 21/85 (24.7%) were neutral, 26/85 (30.6%) were somewhat interested and 17/85 (20.0%) were not interested. Most respondents (73/85, 85.9%) were eager to learn about an Instagram-based e-cigarette use cessation intervention, and 100% of those 21 who were interested in quitting expressed interest (Supplemental eTable 1). The top 3 reasons participants have not quit nicotine/cannabis e-cigarettes were “I enjoy vaping” (47/85, 55.3%), “I can stop vaping whenever I want in the future” (36/85, 42.4%), and “I do not think vaping is harmful” (30/85, 35.3%; Figure 1).

Self-reported reasons of not quitting vaping during COVID-19 Shelter-in-Place orders by interest in quitting nicotine/cannabis electronic cigarette use (n = 85).
Adjusting for sociodemographics, those interested in quitting nicotine or cannabis e-cigarettes were more likely to report feeling social pressure to continue use (adjusted odds ratio [AOR] = 7.84; 95% CI = 2.18-33.24, P = .004) and being unaware of resources to help with quitting (AOR = 4.37; 95% CI = 1.33-15.16, P = .02; Figure 2). Results from the sensitivity analysis to compare traditional versus penalized logistic regression models showed similar findings (Supplemental eTable 2).

Self-reported reasons for not quitting nicotine/cannabis electronic cigarette use and adjusted associations with interest in quitting nicotine/cannabis e-cigarettes during COVID-19 Shelter-in-Place orders (n = 83)a.
Discussion
Our exploratory cross-sectional study of 85 California adolescents who currently used nicotine or cannabis e-cigarettes revealed that almost a quarter were interested in quitting use during Shelter-in-Place, and 100% of those were intrigued by a cessation intervention on Instagram. Respondents interested in quitting nicotine or cannabis e-cigarettes were more likely to report continued use due to social pressure and low perceived risks of nicotine or cannabis e-cigarette products. The main reasons adolescents had not quit nicotine or cannabis e-cigarettes during Shelter-in-Place were enjoying e-cigarette use, no desire to quit at the moment but having confidence in ability to stop e-cigarette use in the future, and not considering nicotine or cannabis e-cigarettes harmful.
Consistent with our findings, prior research on e-cigarette cessation among adolescents and young adults (14-21 y.o.) also reported that many young people were interested in quitting e-cigarette products or reported at least one quit attempt,16-18 and considered digital platforms as a helpful prevention intervention tool. 18 Although limited, emerging research demonstrates potential effectiveness of e-cigarette cessation interventions in youth (13-17 y.o.) via smartphone text messaging and successful recruitment through social media advertisement. 19 The fact that 100% of adolescents in our study who were interested in quitting e-cigarette use were intrigued by a cessation intervention on Instagram speaks to the need for more authentic resources for help. Instagram is a social-networking site and mobile app popular among young people, with almost 160 million users in the United States. 20 The first experimental study of Instagram-based intervention for electronic cigarette use cessation in youth has been completed and found the social media support group intervention improved abstinence from e-cigarette use in young people.21,22
Existing research has demonstrated negative health impacts of inhalation of aerosols regardless of the type of e-cigarette products (nicotine or cannabis),23,24 and the current evidence that e-cigarettes assist with smoking cessation is nonconclusive.25,26 Furthermore, a cohort study found that adolescent co-use of nicotine and cannabis e-cigarette products might increase the risk for nicotine dependence and the frequency of combustible cigarette smoking in young adulthood. 27 Some studies report prevalent smoking and vaping cannabis among youth who are interested in nicotine e-cigarette cessation, 28 with more desire to quit or reduce the use of nicotine e-cigarettes compared with cannabis products.28,29
Previous research has found that many young people (14-21 y.o.) interested in quitting e-cigarettes report health risks as the major reason to stop use; 18 however, more than 35% of adolescents in our study did not perceive e-cigarette use as harmful. Given these findings, it is urgent for pediatricians and primary healthcare providers to educate patients and their parents or guardians on harms of nicotine or cannabis e-cigarettes among adolescents and to inform them about available resources to help with e-cigarette use cessation. Peer-counseling should also be considered in the development of intervention efforts. As adolescents’ lives move increasingly online, 10 it is essential that e-cigarette education go digital as well. Parents, pediatricians, and public health professionals should also be aware of the links between social media consumption and increased usage of e-cigarette products.30-33
Limitations
First, this descriptive study was a cross-sectional survey with a small convenience sample of California adolescents only. Potential for generalizability of the study results outside California may be limited; however, the demographic characteristics of the sample, with 44% of respondents of Hispanic ethnicity, aligns with California surveys14,15 that report from 47% to 52% of participants who identify as Hispanic. Second, data were self-reported and collected through online questionnaires during the COVID-19 lockdown period when students could have been monitored by their parents, guardians, or other adult relatives. Third, there is a risk of recall bias in questions that refer to e-cigarette use during the pre-COVID time. Fourth, we could not distinguish between the use of nicotine or cannabis e-cigarettes as all survey questions referred to the use of either product.
Conclusions
Many participants were interested in quitting nicotine or cannabis e-cigarettes during Shelter-in-Place and the majority were interested in an Instagram-based cessation intervention. Given many participants have not quit nicotine or cannabis e-cigarettes due to low perceived risks and social pressure to continue use, future interventions should consider peer-counseling, aim to engage pediatricians and primary healthcare providers to increase awareness among adolescents, their parents, or guardians of harmful health effects of nicotine or cannabis e-cigarettes, and promote resources to assist with quitting.
Author Contributions
Vira Pravosud: contributed to conception; contributed to analysis and interpretation of data; drafted the manuscript. Pamela M. Ling: contributed to conception; contributed to interpretation of data; critically revised manuscript. Bonnie Halpern-Felsher: contributed to conception; contributed to interpretation of data; critically revised manuscript. Valerie Gribben: contributed to conception and design; contributed to acquisition and interpretation of data; critically revised manuscript. All authors gave final approval and agreed to be accountable for all aspects of the work in ensuring that questions relating to the accuracy or integrity of any part of the work are appropriately investigated and resolved.
Supplemental Material
sj-docx-1-cpj-10.1177_00099228251355748 – Supplemental material for Adolescents’ Interest in Quitting Nicotine or Cannabis E-Cigarettes
Supplemental material, sj-docx-1-cpj-10.1177_00099228251355748 for Adolescents’ Interest in Quitting Nicotine or Cannabis E-Cigarettes by Vira Pravosud, Pamela M. Ling, Bonnie Halpern-Felsher and Valerie Gribben in Clinical Pediatrics
Footnotes
Acknowledgements
The authors thank all participants for providing their responses.
Funding
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: The study was supported by the Tobacco-Related Disease Research Program of California (No. R00RG3131). The funding sources had no role in the design and conduct of the study; data analysis and interpretation; preparation, review, or approval of the manuscript.
Declaration of Conflicting Interests
The author(s) declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. B.H.-F. is a paid expert scientist in some litigation against the e-cigarette industry and an unpaid scientific advisor and expert regarding some tobacco-related policies. No other authors have any conflicts to disclose.
Data Availability
De-identified data may be made available upon reasonable request to the Principal Investigator, V.G.
Supplemental Material
Supplemental material for this article is available online.
References
Supplementary Material
Please find the following supplemental material available below.
For Open Access articles published under a Creative Commons License, all supplemental material carries the same license as the article it is associated with.
For non-Open Access articles published, all supplemental material carries a non-exclusive license, and permission requests for re-use of supplemental material or any part of supplemental material shall be sent directly to the copyright owner as specified in the copyright notice associated with the article.
