Scientific Journal Articles
Showing 1-25 of 272 Results
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Hammond, et al. 2024. Use of disposable e-cigarettes among youth who vape in Canada, England and the United States: Repeat cross-sectional surveys, 2017–2023 [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Hammond, D., Reid, J.L., Burkhalter, R., East, K.A. (2024). Use of disposable e-cigarettes among youth who vape in Canada, England and the United States: Repeat cross-sectional surveys, 2017-2023. Addiction, [Published online Jul 1, doi: 10.1111/add.16596].
Abstract
Aims: To measure changes over time (between 2017 and 2023) in disposable e-cigarette use and popular brands among youth in Canada, England and the United States (US) who vaped.
Design: Nine waves of repeat cross-sectional data from the International Tobacco Control Policy Evaluation Project (ITC) Youth Tobacco and Vaping Survey.
Setting: Online surveys conducted in Canada, England and the US between 2017 and 2023.
Participants: Youth aged 16 to 19 years who had vaped in the past 30 days (n=19 710).
Measurements: Usual type (disposable, cartridge/pod, tank) and brand of e-cigarette used; covariates sex at birth, age, race/ethnicity, cigarette smoking status, vaping on less than or equal to 20 of the past 30 days.
Findings: In 2017, the majority of youth who vaped in the past 30 days reported using refillable tank e-cigarettes, whereas disposable e-cigarettes were the least commonly used product type in Canada (10.0%), England (8.6%) and the US (14.4%). Cartridge/pods overtook tank devices in Canada and the US by 2020; however, by 2023, disposables were the leading type of e-cigarette used by youth who vaped in all three countries (Canada = 58.5%; England = 83.2%; US = 67.3%). The shift to disposables occurred among all socio-demographic groups, with few differences by vaping and smoking status. The percentage of youth who vaped that reported ‘no usual’ brand also decreased substantially from 2017 (29% to 42%) to 2023 (11% to 17%). The rise of disposable e-cigarettes appeared to be driven primarily by individual brands in the US (Puff Bar in 2020/2021, Elf Bar in 2022/2023) and England (Elf Bar in 2022/2023).
Conclusions: The e-cigarette market has evolved rapidly with notable shifts in the types of e-cigarettes used by youth who vape in Canada, England and the United States. Although the timing differed across countries, major shifts in device types appear to be driven by individual brands and were often accompanied by increases in vaping prevalence among youth.
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Le Grande, et al. 2024. Support for banning sale of smoked tobacco products among adults who smoke: findings from the International Tobacco Control Four Country Smoking and Vaping Surveys (2018-2022) [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Le Grande, M., Borland, R., Gravely, S., Cummings, K.M., McNeill, A., Yong, H.H., Gartner, C. (2024). Support for banning sale of smoked tobacco products among adults who smoke: findings from the International Tobacco Control Four Country Smoking and Vaping Surveys (2018-2020). Tobacco Control, [Published online 17 Jun, doi: 10.1136/tc-2023-058532].
Abstract
Background: Many people continue to smoke despite strong policies to deter use, thus stronger regulatory measures may be required. In four high-income countries, we examined whether people who smoke would support a total ban on smoked tobacco products under two differing policy scenarios.
Methods: Data were from 14 363 adults (≥18) who smoked cigarettes (≥monthly) and participated in at least one of the 2018, 2020 or 2022 International Tobacco Control Four Country Smoking and Vaping Surveys in Australia, Canada, England and the USA. In 2018, respondents were asked whether they would support a law that totally bans smoked tobacco if the government provides smoking cessation assistance (Cessation Assistance scenario). In 2020 and 2022, respondents were asked a slightly different question as to whether they would support a law that totally bans smoked tobacco if the government encourages people who smoke to use alternative nicotine products like vaping products and nicotine replacement products instead (substitution scenario). Responses (support vs oppose/don't know) were estimated on weighted data.
Results: Support was greater for the cessation assistance scenario (2018, 36.6%) than the nicotine substitution scenario (2020, 26.9%; 2022, 26.3%, both p<0.0001). In the longitudinal analysis, there was a significant scenario by country interaction effect with lower support in Canada, the USA and Australia under the substitution scenario than in the cessation scenario, but equivalent levels in England under both scenarios. The strongest correlates of support under both scenarios were planning to quit smoking within 6 months, wanting to quit smoking 'a lot' and recent use of nicotine replacement therapy.
Conclusions: Opposition to banning smoked tobacco predominates among people who smoke, but less with a cessation assistance scenario than one encouraging nicotine substitution. Wanting to quit a lot was the strongest indicator of support.
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Brose, et al. 2024. Associations between vaping and respiratory symptoms in young people in Canada, England and the US [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Brose, L.S., Reid, J.L., Robson, D., McNeill, A., & Hammond, D. (2024). Associations between vaping and self-reported respiratory symptoms in young people in Canada, England and the US. BMC Medicine, 22(1):213, 1-11. doi: 10.1186/s12916-024-03428-6.
Abstract
Background: Prevalence of youth nicotine vaping has increased, heightening concerns around negative health effects. This study aimed to compare self-reported respiratory symptoms among youth by vaping behaviours.
Methods: Participants (n = 39,214) aged 16-19 from the 2020 and 2021 International Tobacco Control Policy Evaluation Project (ITC) Youth Tobacco and Vaping Surveys (Canada, England, US). Weighted multivariable logistic regression assessed associations between reporting any of five respiratory symptoms in the past week (shortness of breath, wheezing, chest pain, phlegm, cough) and: past 30-day smoking and/or vaping; lifetime/current vaping. Among past-30-day vapers (n = 4644), we assessed associations between symptoms and vaping frequency, use of nicotine salts, usual flavour and device type(s).
Results: Overall, 27.8% reported experiencing any of the five respiratory symptoms. Compared with youth who had only vaped, those who had only smoked had similar odds of symptoms [adjusted odds ratio, OR (95% confidence interval, CI): 0.97 (0.85-1.10)], those who both smoked and vaped had higher odds [1.26 (1.12-1.42)], and those who had done neither, lower odds [0.67 (0.61-0.72)]. Compared with those who had never vaped, past use, experimentation and current regular or occasional use were all associated with higher odds. Reporting usually using nicotine salts was associated with higher odds of symptoms [1.43 (1.22-1.68)] than non-salt but was often uncertain. Compared with tobacco flavour (including with menthol), menthol/mint and sweets flavours were associated with similar odds; fruit [1.44 (1.07-1.93)], multiple [1.76 (1.30-2.39)] and 'other' [2.14 (1.45-3.16)] flavours with higher odds. All device types were associated with similar odds.
Conclusions: Among youth, vaping was associated with increased reporting of past-week respiratory symptoms. Among those who vaped, some flavour types and potentially nicotine salts were associated with respiratory symptoms.
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Snelling, et al. 2024. Does alcohol consumption elevate smoking relapse risk of people who used to smoke? Differences by duration of smoking abstinence [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Snelling, S., Yong, H.H., Kasza, K.A., Borland, R. (2024). Does alcohol consumption elevate smoking relapse risk of people who used to smoke? Differences by duration of smoking abstinence. Journal of Substance Use and Addiction Treatment, 159(209260), doi: 10.1016/j.josat.2023.209260
Abstract
Background: Past research indicates dual users of tobacco and alcohol find it harder to quit smoking and may be more likely to relapse. This study investigated whether post-quit alcohol use predicted smoking relapse among ex-smokers, and whether this relationship varied by length of smoking abstinence.
Method: The study included 1064 ex-smokers (18+ years) from Canada (n = 340), US (n = 314), England (n = 261), and Australia (n = 149) who participated in the 2018 and 2020 International Tobacco Control Four Country Smoking and Vaping Survey, and we conducted analyses using multivariable logistic regression. We assessed alcohol consumption in 2018 using AUDIT-C and coded as never/low, moderate or heavy level and used alcohol consumption to predict smoking status in 2020.
Results: Overall 26 % and 21 % of ex-smokers consumed alcohol at a moderate and heavy level, respectively. Compared to never/low alcohol consumption, risk of smoking relapse among those who consumed alcohol at a moderate level was significantly lower within the first year of abstinence (OR = 0.34, 95 % CI = 0.14–0.81, p = 0.015) but higher thereafter (OR = 2.44, 95 % CI = 1.13–5.23, p = 0.023). The pattern of results was similar for those who consumed alcohol at a heavy level.
Conclusions: Overall, baseline alcohol consumption of ex-smokers did not predict their smoking relapse risk. As expected, risk differed by smoking abstinence duration. However, the pattern was unexpected among the short-term quitters as the subgroup who drank moderately/heavily had lower relapse risk than their counterparts who never drink or at low level, underscoring the need to replicate this unexpected finding
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Gomes, et al. 2024. Comparison of indicators of dependence for vaping and smoking: Trends between 2017 and 2022 among youth in Canada, England and the United States [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Gomes, M.N., Reid, J.L., Rynard, V.L., East, K.A., Goniewicz, M.L., Piper, M.E., Hammond, D. (2024). Comparison of indicators of dependence for vaping and smoking: Trends between 2017 and 2022 among youth in Canada, England, and the United States. Nicotine and Tobacco Research, ntae060, doi: 10.1093/ntr/ntae060.
Abstract
Introduction: The current study sought to examine trends in indicators of dependence for youth vaping and smoking during a period of rapid evolution in the e-cigarette market.
Methods: Data are from repeat cross-sectional online surveys conducted between 2017 and 2022 among youth aged 16-19 in Canada, England, and the USA. Participants were 23,145 respondents who vaped and/or smoked in the past 30 days. Four dependence indicators were assessed for smoking and vaping (perceived addiction, frequent strong urges, time to first use after waking, days used in past month) and two for vaping only (use events per day, E-cigarette Dependence Scale). Regression models examined differences by survey wave and country, adjusting for sex, age, race, and exclusive/dual use.
Results: All six indicators of dependence increased between 2017 and 2022 among youth who vaped in the past 30 days (p<.001 for all). For example, more youth reported strong urges to vape at least most days in 2022 than in 2017 (Canada: 26.5% to 53.4%; England: 25.5% to 45.4%; USA: 31.6% to 50.3%). In 2017, indicators of vaping dependence were substantially lower than for smoking; however, by 2022, youth vaping was associated with a greater number of days used in the past month (Canada, USA), shorter time to first use (all countries), and a higher likelihood of frequent strong urges (Canada, USA) compared to youth smoking.
Conclusions: From 2017 to 2022, indicators of vaping dependence increased substantially. By 2022, vaping dependence indices were comparable to those of smoking.
Implications: Indicators of vaping dependence among youth have increased substantially since 2017 to levels that are comparable to cigarette dependence among youth who smoke. Future research should examine factors underlying the increase in dependence among youth who vape, including changes to the nicotine profile and design of e-cigarette products.
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He, et al. 2024. How do users compare the costs between nicotine vaping products and cigarettes? Findings from the 2016-2020 International Tobacco Control United States surveys [show abstract ▼] [hide abstract ▲] [access full article]
Citation
He, Y., Liber, A.C., Driezen, P., Thompson, M.E., Levy, D.T., Fong, G.T., Cummings, K.M., Shang, C. (2024). How do users compare the costs between nicotine vaping products and cigarettes? Findings from the 2016-2020 International Tobacco Control United States surveys. Addiction, 119(5), 885-897. doi: 10.1111/add.16425.
Abstract
Background and aims: Nicotine vaping products (NVPs) can potentially help adult tobacco users quit smoking. This study evaluated how adult consumers compare the costs between NVPs and cigarettes.
Method: We used data from the US arm of the 2016-2020 International Tobacco Control Four Country Smoking and Vaping (ITC 4CV) surveys to perform a multinomial logit model with two-way fixed effects to measure how perceived cost comparisons are associated with NVP and cigarette taxes, use patterns, NVP device types and individual sociodemographic factors.
Results: Higher cigarette taxes are associated with a greater likelihood of perceiving NVPs and cigarettes as costing the same for the overall population and among people who exclusively smoke, and a lower likelihood of perceiving NVPs as more expensive among people who exclusively vape, compared with lower cigarette taxes. Pre-filled cartridge and tank users are more likely to perceive NVPs as less expensive than cigarettes, compared with people who use other types of NVPs. The associations between taxes and perceived cost comparison were more pronounced among males, younger and low-income populations.
Conclusions: Higher cigarette taxes are associated with perceived financial incentives for nicotine vaping products (NVPs) over cigarettes, whereas NVP taxes are not associated with perceived cost comparison between NVPs and cigarettes.
Keywords: cigarette; cost comparison; device type; excise tax; nicotine vaping product (NVP); use frequency.
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East, et al. 2024. Noticing education campaigns or public health messages about vaping among youth in the US, Canada, and England from 2018 to 2022 [show abstract ▼] [hide abstract ▲] [access full article]
Citation
East, K.A., Taylor, E., Simonavicius, E., Nottage, M., Burkhalter, R., Brose, L.S., Wackowski, O.A., Liber, A.C., McNeill, A., Hammond, D. (2024). Noticing education campaigns or public health messages about vaping among youth in the US, Canada, and England from 2018 to 2022. Health Education Research, 39(1), 12-28. doi: 10.1093/her/cyad044.
Abstract
Public health campaigns have the potential to correct vaping misperceptions. However, campaigns highlighting vaping harms to youth may increase misperceptions that vaping is equally/more harmful than smoking. Vaping campaigns have been implemented in the United States and Canada since 2018 and in England since 2017 but with differing focus: youth vaping prevention (United States/Canada) and smoking cessation (England). We therefore examined country differences and trends in noticing vaping campaigns among youth and, using 2022 data only, perceived valence of campaigns and associations with harm perceptions. Seven repeated cross-sectional surveys of 16–19 year-olds in United States, Canada and England (2018–2022, n = 92 339). Over half of youth reported noticing vaping campaigns, and noticing increased from August 2018 to February 2020 (United States: 55.2% to 74.6%, AOR = 1.21, 95% CI = 1.18-1.24; Canada: 52.6% to 64.5%, AOR = 1.13, 1.11-1.16; England: 48.0% to 53.0%, AOR = 1.05, 1.02-1.08) before decreasing (Canada) or plateauing (England/United States) to August 2022. Increases were most pronounced in the United States, then Canada. Noticing was most common on websites/social media, school and television/radio. In 2022 only, most campaigns were perceived to negatively portray vaping and this was associated with accurately perceiving vaping as less harmful than smoking among youth who exclusively vaped (AOR = 1.46, 1.09-1.97). Consistent with implementation of youth vaping prevention campaigns in the United States and Canada, most youth reported noticing vaping campaigns/messages, and most were perceived to negatively portray vaping.
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Li, et al. 2023. Future nicotine use preferences of current cigarette smokers: Findings from the 2020 International Tobacco Control Four Country Smoking and Vaping Survey [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Li, L., Borland, R., Le Grande, M., & Gartner, C. (2024). Future nicotine use preferences of current cigarette smokers: Findings from the 2020 International Tobacco Control Four Country Smoking and Vaping Survey. Drug and Alcohol Review. 43(2), 359-370. doi: 10.1111/dar.13791.
Abstract
Introduction: Consumer preferences should be important factors that are considered when developing health policies and interventions. This paper examines the prevalence of, and factors associated with, consumer preferences regarding smoking behaviour 1 to 2 years in the future.
Methods: At least weekly cigarette smokers in the 2020 wave of the International Tobacco Control Four Country Smoking and Vaping Survey (USA, Canada, England and Australia) (N=8642) were asked if they preferred to continue to smoke or to quit with or without an alternative nicotine product (ANP) over the next 1–2 years.
Results: Country-specific weighted data showed 21.5% preferred to continue smoking and 8.0% were uncertain, leaving 70.6% preferring to quit: 13.7% using an ANP and 56.9% completely quitting nicotine. Apart from interest in quitting, the main predictors of preferring to quit were history of vaping, being aged 55 and over, smoking weekly, worrying about smoking harms, regretting starting and believing vaping is less harmful relative to smoking. Among those preferring to quit, preferring to use ANPs in future was very strongly associated with current vaping (especially daily), being younger, living in England, reporting strong urges to smoke, believing vaping is much less harmful than smoking, and not strongly regretting starting to smoke, and not wanting to quit.
Discussion and Conclusions: A significant minority of smokers preferred not to quit, at least in the next year or two. Both interest in quitting and preference for ANPs over complete cessation were associated with similar covariates, including interest in vaping.
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Fairman, et al. 2023. Support for nicotine reduction in cigarettes: Findings from the 2016 and 2020 ITC Four Country Smoking and Vaping Surveys [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Fairman, R.T., Cho, Y., Popova, L., Cummings, K.M., Smith, T., Fong, G.T., Gravely, S., Borland, R., McNeill, A., Gartner, C., Morphett, K., Thrasher, J.F. (2023). Support for nicotine reduction in cigarettes: Findings from the 2016 and 2020 ITC Four Country Smoking and Vaping Surveys. Tobacco Control, doi: 10.1136/tc-2023-058128.
Abstract
Introduction: The USA and New Zealand have sought to establish a product standard to set a maximum nicotine level for cigarettes to reduce their addictiveness. This study examined support for very low nicotine cigarettes (VLNCs) in Australia, Canada, England and the USA between 2016 and 2020.
Methods: Repeated cross-sectional data were analysed from participants who currently smoke, formerly smoked or vaped and/or currently vape in the 2016 (n=11?150) and/or 2020 (n=5432) International Tobacco Control (ITC) Four Country Smoking and Vaping Survey. Respondents were asked if they would support a law that reduces the amount of nicotine in cigarettes to make them less addictive. Adjusted and weighted logistic regression analyses estimated the prevalence and predictors of support, such as country, age, sex, education, income, race and smoking/vaping status for VLNCs (support vs oppose/do not know).
Results: A majority of respondents supported a VLNC law, with support highest in Canada (69%; 2016 and 2020 combined), followed by England (61%), Australia (60%) and the USA (58%). Overall, support decreased from 62% in 2016 to 59% in 2020 (p=0.004), which did not differ by country. Levels of support differed by smoking/vaping status, where those who exclusively smoked daily showed the lowest level of support (59%) and those who exclusively vaped non-daily had the highest level of support (72%).
Conclusion: More than half of respondents in all four countries—including those who smoked daily—supported a hypothetical VLNC standard to render cigarettes less addictive. It is important to examine if support is sustained after policies are implemented.
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Gravely, et al. 2023. Associations of cannabis use, high-risk alcohol use, and depressive symptomology with motivation and attempts to quit cigarette smoking among adults: Findings from the 2020 ITC Four Country Smoking and Vaping Survey [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Gravely, S., Driezen, P., Shahab, L., McClure, E., Hyland, A., Cummings, K.M., East, K.A., Chan, C.K.G., Walsh, H., Benowitz, N.L., Gartner, C., Fong, G.T., Quah, A.C.K., Smith, D.M. (2023). Associations of cannabis use, high-risk alcohol use, and depressive symptomology with motivation and attempts to quit cigarette smoking among adults: Findings from the 2020 ITC Four Country Smoking and Vaping Survey. International Journal of Mental Health and Addiction, doi: 10.1007/s11469-023-01214-8.
Abstract
This study assessed independent and interaction effects of the frequency of cannabis use, high-risk alcohol use, and depressive symptomology on motivation and attempts to quit cigarette smoking among adults who regularly smoked. Cross-sectional data are from the 2020 International Tobacco Control Four Country Smoking and Vaping Survey and included 7044 adults (ages 18 + years) who smoked cigarettes daily in Australia (n = 1113), Canada (n = 2069), England (n = 2444), and the United States (USA) (n = 1418). Among all respondents, 33.1% of adults reported wanting to quit smoking “a lot,” and 29.1% made a past-year quit attempt. Cannabis use was not significantly associated with either outcome (both p ≥ 0.05). High-risk alcohol use was significantly associated with decreased odds of motivation to quit (p = 0.02) and making a quit attempt (p = 0.004). Depressive symptomology was associated with increased odds for both outcomes (both p < 0.001). There were no significant 2- or 3-way interactions between cannabis use, alcohol consumption, and depressive symptomatology. Overall, just over a quarter of adults who smoked daily reported making a recent quit attempt, and most were not highly motivated to quit. Longitudinal research should investigate whether there are linkages between cannabis use, risky alcohol consumption, and/or depression on successful long-term smoking cessation.
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Roberson, et al. 2023. Trends in e-cigarette and tobacco cigarette purchasing behaviors by youth in the United States, Canada, and England, 2017-2022 [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Roberson, A., Cummings, K.M., Reid, J.L., Burkhalter, R., Gravely, S., East, K.A., Thrasher, J.F., Hammond, D. (2023). Trends in e-cigarette and tobacco cigarette purchasing behaviors by youth in the United States, Canada, and England, 2017 2022. International Journal of Public Health, 68, doi: 10.3389/ijph.2023.1606234.
Abstract
Objectives: This paper describes trends in youth e-cigarette (EC) and tobacco cigarette (TC) purchasing behaviors in Canada, England, and the United States (US) in relationship to changing minimum legal age (MLA)
Methods: Data are from eight cross-sectional online surveys among national samples of 16 to 19 year olds in Canada, England, and the US conducted from 2017 to 2022 (N = 104,467). Average wave percentage change in EC and TC purchasing prevalence and purchase locations were estimated using Joinpoint regressions.
Results: EC purchasing increased between 2017 and 2022, although the pattern of change differed by country. EC purchasing plateaued in 2019 for the US and in 2020 for Canada, while increasing through 2022 for England. TC purchasing declined sharply in the US, with purchasing from traditional retail locations declining, while purchasing from social sources increased. Vape shops were the most common location for EC purchasing, although declining in England and the US.
Conclusion: Trends in EC and TC purchasing trends in the US are consistent with the expected impact of the federal MLA law increasing the legal age to 21 years in December 2019.
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Kyriakos, et al. 2023. Optimising a product standard for banning menthol and other flavours in tobacco products [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Kyriakos, C.N., Chung-Hall, J., Craig, L.V., Fong, G.T. (2023). Optimising a product standard for banning menthol and other flavors in tobacco products: Implications for the United States and other countries. Tobacco Control, doi: 10.1136/tc-2023-058174.
Abstract
In this paper, we highlight key issues that policymakers should consider when developing a product standard banning menthol and other flavors in tobacco products based on research evidence and experiences learned from other countries. A flavor product standard may be optimized by (1) having a clear and comprehensive definition of flavor that includes a complete ban on additives that have flavor properties and/or evoke sensory/cooling effects (i.e., menthol analogues and synthetic coolants that stimulate the cooling receptor of the brain) rather than only as a “characterizing flavor”, and (2) applying the standard to all tobacco product categories as well as all components or parts of the tobacco product (i.e., the tobacco, filter, wrapper, or paper), including separate flavorings that can be added to the product.
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Hammond, et al. 2023. Trends in vaping and nicotine product use among youth in Canada, England and the USA between 2017 and 2022: evidence to inform policy [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Hammond, D., Reid, J.L. (2023). Trends in vaping and nicotine product use among youth in Canada, England and the USA between 2017 and 2022: evidence to inform policy. Tobacco Control, doi: 10.1136/tc-2023-058241.
Abstract
Background: Preventing uptake of nicotine products among youth remains a central objective of tobacco control policy. Comparing trends in the use of nicotine across countries provides an opportunity to identify emergent product trends and to evaluate ‘natural experiments’ in policies.
Methods: Repeat cross-sectional data were analysed from eight waves of the International Tobacco Control Youth Tobacco and Vaping Survey, conducted between 2017 and 2022. Non-probability samples of youth aged 16–19 years in Canada, England and the USA (N=104?473) completed online surveys including measures on vaping, smoking and use of other nicotine products. This paper summarises findings across the 5-year period of the study, as part of a comprehensive report on key indicators of youth vaping in the three countries.
Results: The youth nicotine market has rapidly evolved across the three countries, with different patterns of combustible and non-combustible product use in Canada, the USA and England. These changes are primarily attributable to trends in youth vaping: following declines during the initial COVID-19 pandemic period, by 2022, vaping prevalence neared pre-pandemic levels in the USA and Canada, and reached record highs in England. Notable shifts also occurred in the types of vaping products used by youth, including increased use of disposable, nicotine salt-based products. Additional findings are reported on a range of policy-relevant indicators, including for vaping products, promotions and purchasing.
Conclusions: Patterns of nicotine use among youth have rapidly evolved in recent years due to the proliferation of nicotine products, the COVID-19 pandemic and the emerging impact of policy measures.
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King, et al. 2023. Associations between smokers’ knowledge of causes of smoking harm and related beliefs and behaviors: Findings from the International Tobacco Control (ITC) Four Country Smoking and Vaping Survey [show abstract ▼] [hide abstract ▲] [access full article]
Citation
King B, Borland R, Le Grande M, Diaz D, O’Connor R, et al. (2023) Associations between smokers’ knowledge of causes of smoking harm and related beliefs and behaviors: Findings from the International Tobacco Control (ITC) Four Country Smoking and Vaping Survey. PLOS ONE 18(10): e0292856. https://doi.org/10.1371/journal.pone.0292856
Abstract
Background: Most smokers know that smoking is harmful to health, but less is known about their understanding of what causes the harms. The primary aim was to examine smokers’ perceptions of the relative contributions to smoking-related morbidity from combustion products, nicotine, other substances present in unburned tobacco, and additives. A secondary aim was to evaluate the association of these perceptions with nicotine vaping product use intentions, and quitting motivation/intentions.
Methods: Participants were current smokers and recent ex-smokers from Australia, Canada, England and the United States (N = 12,904, including 8511 daily smokers), surveyed in the 2018 International Tobacco Control Four Country Smoking and Vaping Survey. Respondents reported on how much they thought combustion products, nicotine, chemicals in the tobacco and additives in cigarettes contribute to smoking-related morbidity (none/very little; some but less than half; around half; more than half; all or nearly all of it; don’t know).
Results: Overall, 4% of participants provided estimates for all four component causes that fell within the ranges classified correct, with younger respondents and those from England most likely to be correct. Respondents who rated combustion as clearly more important than nicotine in causing harm (25%) were the least likely to be smoking daily and more likely to have quit and/or to be vaping. Among daily smokers, all four cause estimates were independently related to overall health worry and extent of wanting to quit, but the relative rating of combustion compared to nicotine did not add to prediction. Those who answered ‘don’t know’ to the sources of harm questions and those suggesting very little harm were consistently least interested in quitting.
Conclusions: Most smokers’ knowledge of specific causes of harm is currently inadequate and could impact their informed decision-making ability.
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Cho, et al. 2023. Tobacco purchasing in Australia during regular tax increases: findings from the International Tobacco Control Policy Evaluation Project [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Cho, A., Scollo, M., Chan, C.K.G., Driezen, P., Hyland, A., Shang, C., Gartner, C. (2023). Tobacco purchasing in Australia during regular tax increases: findings from the International Tobacco Control Policy Evaluation Project. Tobacco Control, [Published online Aug 31, doi: 10.1136/tc-2023-058130].
Abstract
Objective: We examined Australian tobacco purchasing trends, the average self-reported price paid within each purchase type and the association between type of tobacco product purchased and participant characteristics, including quit intentions, between 2007 and 2020.
Methods: We analysed data collected from adults who smoked factory-made and/or roll-your-own (RYO) cigarettes in nine waves (2007–2020) of the International Tobacco Control Policy Evaluation Project Australia Survey (nsample =5452, nobservations =11 534). The main outcome measures were type of tobacco products purchased: RYO, carton, pack or pouch size and brand segment. Logistic regression, fit using generalised estimating equations, was estimated the association between the outcome and participant characteristics.
Results: The reported price-minimising purchasing patterns increased from 2007 to 2020: any RYO (23.8–43.9%), large-sized pack (2007: 24.0% to 2016: 34.3%); shifting from large-sized to small-sized packs (2020: 37.7%), and economy brand (2007: 37.2% to 2020: 59.3%); shifting from large (2007: 55.8%) to small economy packs (2014: 15.3% to 2020: 48.1%). Individuals with a lower income, a higher nicotine dependence level and no quit intention were more likely to purchase RYO and large-sized packs.
Conclusion: RYO, large-sized packs and products with a low upfront cost (eg, small RYO pouches and small-sized economy brand packs) may appeal to people on low incomes. Australia’s diverse tobacco pack and pouch sizes allow the tobacco industry to influence tobacco purchases. Standardising pack and pouch sizes may reduce some price-related marketing and especially benefit people who have a low income, are highly addicted and have no quit intention.
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Chung-Hall, et al. 2023. U.S. Food and Drug Administration must ban menthol cigarettes without delay: Lessons from other countries [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Chung-Hall, J., Craig, L.V., Kyriakos, C.N., Fong, G.T. (2023). U.S. Food and Drug Administration must ban menthol cigarettes without delay: Lessons from other countries. American Journal of Preventive Medicine, 65(6), 1192-1195. doi: 10.1016/j.amepre.2023.08.001.
Abstract
No abstract.
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Simonavičius, et al. 2023. Impact of e-liquid packaging on vaping product perceptions among youth in England, Canada, and the United States; a randomised online experiment [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Simonavicius, E., East, K.A., Taylor, E., Nottage, M., Reid, J.R., Arnott, D., Bunce, , McNeill, A., Hammond, D. (2023). Impact of e-liquid packaging on vaping product perceptions among youth in England, Canada, and the United States: a randomised online experiment. Nicotine and Tobacco Research, 26(3), ntad144. doi: 10.1093/ntr/ntad144.
Abstract
Introduction: Vaping is not risk-free but can help those who smoke to reduce harm to health and stop smoking. However, packaging of vaping products, including e-liquids, appeals to youth and might facilitate vaping among nicotine-naïve people. Standardised packaging of vaping products could moderate the appeal of vaping among youth. This study assessed how youth interest in trying and perceived health harms of using eliquids are associated with branded or standardised (white or olive) e-liquid packaging with different nicotine levels displayed.
Methods: A between-subject experiment with 3 packaging and 2 nicotine level conditions included youth (n=13801) aged 16 to 19 from England, Canada and the United States as a part of a crosssectional online survey in August-September 2021. Participants' interest in trying and perceived harm of e-liquids were analysed using logistic and multinomial regressions adjusted for age, sex, race/ethnicity, country, vaping and smoking status.
Results: Compared with branded e-liquid packs, more youth reported no interest in trying eliquids in white (aOR=1.48, 95% CI=1.34-1.64) or olive (aOR=1.62, 95% CI: 1.47-1.80) standardised packs. Compared with branded eliquid packs, more youth inaccurately perceived eliquids in white (aOR=1.22, 95% CI: 1.11-1.34) or olive (aOR=1.29, 95% CI: 1.18-1.41) standardised packs as equally or more harmful than smoking. E-liquid nicotine levels displayed on packs were not associated with youth interest in trying or harm perceptions of using eliquids.
Conclusion: Among 16- to 19-year-old youth from England, Canada and the US, standardised packaging of e-liquids was associated with lower interest in trying and higher health risk perceptions.
Implications: Branded packaging of vaping products appeals to youth and might prompt nicotine use among those who had never smoked. This study suggests that restricting branding elements on e-liquid packaging is associated with youth lower interest in trying e-liquids and higher misperceptions that vaping is equally or more harmful than smoking. Standardised packaging might reduce appeal of vaping among youth, but its potential to discourage vaping for harm reduction should also be considered.
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Levy, et al. 2023. Potential implications for tobacco industry transformation of the acquisition of Swedish Match by Philip Morris International [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Levy, D.T., Warner, K., Liber, A.C., Travis, N., Sweanor, D.T., Meza, R., Cummings, K.M. (2023). Potential implications for tobacco industry transformation of the acquisition of Swedish Match by Philip Morris International. Nicotine and Tobacco Research, 25(12), 1899-1903. doi: 10.1093/ntr/ntad138.
Abstract
Philip Morris International’s recent purchase of Swedish Match may prove to be a vital tobacco industry development. We focus on PMIs potential progress in moving from primarily selling cigarettes toward primarily selling noncombustible nicotine delivery products (NCNDPs). We also consider the potential contribution of the acquisition to industry transformation whereby other cigarette firms may potentially move toward primarily selling NCNDPs. We examine the potential impact on noncombustible nicotine delivery product use, including nicotine pouches (a major Swedish Match product), e-cigarettes, heated tobacco products, and, most importantly, on sales of the industry’s staple, combustible cigarettes. We focus on the United States as a special case, where PMI is limited from entering the cigarette market.
Implications: Philip Morris International’s purchase of Swedish Match and policies regarding nicotine pouches (NPs) have been overlooked in the tobacco control literature. The acquisition indicates the importance of the NP market to the largest nonstate-owned tobacco company. The acquisition has the potential through pricing and marketing tactics to either encourage or discourage the use of NPs, e-cigarettes, heated tobacco products, and most importantly cigarettes. Due to its inability to sell cigarettes in the United States, PMI will have incentives to use its alternative nicotine delivery products, including its newly acquired NPs, to reduce the sale of cigarettes by other companies. However, the potential effects in other countries, where PMI does sell cigarettes, are less clear. Monitoring and analyzing tobacco company acquisitions is essential to studying future transitions in using different kinds of tobacco products, especially from cigarettes to lower-risk alternative nicotine delivery products.
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Tildy, et al. 2023. Self-reported depression and anxiety and healthcare professional interactions regarding smoking cessations and nicotine vaping: Findings from 2018 International Tobacco Control (ITC) Four Country Smoking and Vaping Survey [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Tildy, B., McNeill, A., East, K.A., Gravely, S., Fong, G.T., Cummings, K.M., Borland, R., Chan, C.K.G., Lim, C., Gartner, C., Yong, H.H., Brose, L.S. (2023). Self-reported depression and anxiety and healthcare professional interactions regarding smoking cessations and nicotine vaping: Findings from 2018 International Tobacco Control (ITC) Four Country Smoking and Vaping Survey. Tobacco Prevention & Cessation, 9(August), 26. doi: 10.18332/tpc/168288.
Abstract
Introduction: People with mental health conditions are disproportionately affected by smoking-related diseases and death. The aim of this study was to assess whether health professional (HP) interactions regarding smoking cessation and nicotine vaping products (NVPs) differ by mental health condition.
Methods: The cross-sectional 2018 International Tobacco Control Four Country (Australia, Canada, England, United States) Smoking and Vaping Survey data included 11040 adults currently smoking or recently quit. Adjusted weighted logistic regressions examined associations between mental health (self-reported current depression and/or anxiety) and visiting a HP in last 18 months; receiving advice to quit smoking; discussing NVPs with a HP; and receiving a recommendation to use NVPs.
Results: Overall, 16.1% self-reported depression and anxiety, 7.6% depression only, and 6.6% anxiety only. Compared with respondents with no depression/anxiety, those with depression (84.7%, AOR=2.65; 95% CI: 2.17–3.27), anxiety (82.2%, AOR=2.08; 95% CI: 1.70–2.57), and depression and anxiety (87.6%, AOR=3.74; 95% CI: 3.19–4.40) were more likely to have visited a HP. Among those who had visited a HP, 47.9% received advice to quit smoking, which was more likely among respondents with depression (AOR=1.58; 95% CI: 1.34–1.86), and NVP discussions were more likely among those with depression and anxiety (AOR=1.63; 95% CI: 1.29–2.06). Of the 6.1% who discussed NVPs, 33.5% received a recommendation to use them, with no difference by mental health.
Conclusions: People with anxiety and/or depression who smoke were more likely to visit a HP than those without, but only those with depression were more likely to receive cessation advice, and only those with depression and anxiety were more likely to discuss NVPs. There are missed opportunities for HPs to deliver cessation advice. NVP discussions and receiving a positive recommendation to use them were rare overall.
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Liu, et al. 2023. Gender differences in cigarette smoking cessation attempts among adults who smoke and drink alcohol at high levels: Findings from the 2018-2020 International Tobacco Control Four Country Smoking and Vaping Surveys [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Liu, C., Yong, H.H., Gravely, S., East, K.A., Kasza, K., Gartner, C., Cummings, K.M., Fong, G.T. (2023). Gender differences in cigarette smoking cessation attempts among adults who smoke and drink alcohol at high levels: Findings from the 2018-2020 International Tobacco Control Four Country Smoking and Vaping Surveys. Addictive Behaviours, 147, 107817. doi: 10.1016/j.addbeh.2023.107817.
Abstract
Background: This study examined the association between alcohol consumption and smoking cessation behaviour of adults who smoke in four countries.
Methods: Data came from 4275 adults (≥18 years) who smoked tobacco ≥ monthly and participated in the 2018 and 2020 International Tobacco Control Four Country Smoking and Vaping Surveys (Australia: n = 720; Canada: n = 1250; US: n = 1011; England: n = 1294). The 2018 Alcohol Use Disorders Identification Test-Consumption (AUDIT-C) survey data coded into three levels ('never/low', 'moderate' or 'heavy' consumption) were analysed using multivariable logistic regression models to predict any smoking cessation attempts and successful cessation by 2020 survey, and whether this differed by gender and country.
Results: Compared to never/low alcohol consumers, only those who drink heavily were less likely to have made a quit smoking attempt (40.4 % vs. 43.8 %; AOR = 0.69, 95 % CI = 0.57-0.83, p < .001). The association differed by gender and country (3-way interaction, p < .001), with females who drink heavily being less likely to attempt to quit smoking in England (AOR = 0.27, 95 % CI = 0.15-0.49, p < .001) and Australia (AOR = 0.38, 95 % CI = 0.19-0.77, p = .008), but for males, those who drink moderately (AOR = 2.18, 95 % CI = 1.17-4.06, p = .014) or heavily (AOR = 2.61, 95 % CI = 1.45-4.68, p = .001) were more likely to make a quit attempt in England only. Alcohol consumption did not predict quit success.
Conclusion: Heavy alcohol use among adults who smoke appears to only undermine the likelihood of trying to quit smoking with some variation by gender and country of residence, but not their chances of succeeding if they tried.
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Lemos, et al. 2023. Perceptions of cannabis use risk to mental health among youth in Canada, England, and the United States from 2017 to 2021 [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Lemos, M.K., Taylor, E., Wadsworth, E., Reid, J.L., Hammond, D., East, K.A. (2023). Perceptions of cannabis use risk to mental health among youth in Canada, England, and the United States from 2017 to 2021. Drug and Alcohol Dependence, 250, 110904. doi: 10.1016/j.drugalcdep.2023.110904.
Abstract
Background: There is little research examining perceptions of cannabis use risk to mental health in countries with differing cannabis regulations. This study therefore examines such perceptions among youth between 2017 and 2021 in Canada (non-medical cannabis legalized in October 2018), England (highly-restricted medical cannabis legalized November 2018), and the US (non-medical cannabis legal in some states).
Methods: Seven repeat cross-sectional online surveys were conducted between July 2017 to August 2021 among youth aged 16-19 in Canada (N=29,420), England (N=28,155), and the US (N=32,974). Logistic regression models, stratified by country, were used to examine perceptions of cannabis use risk to mental health over time, adjusting for age group, sex, race/ethnicity, cannabis use and, for the US only, state-level cannabis legalization.
Results: Perceptions that cannabis use posed “no risk” to mental health decreased between July 2017 and August 2021 in Canada (6.1% to 4.4%; AOR=0.64, 95% CI=0.52-0.78) and the US (14.0% to 11.3%; AOR=0.74, 0.65-0.84) but not England (3.7% to 4.5%; AOR=1.21, 0.97-1.52). No significant changes were observed from immediately before (August 2018) to after (August 2019) legalization of non-medical cannabis in Canada (AOR=0.99, 0.83-1.20) or highly-restricted medical cannabis in England (AOR=0.90, 0.70-1.17). In the US, perceptions of “no risk” were more likely in states where cannabis use was illegal (15.0%) compared with legal non-medical (12.2%) (AOR=0.68, 0.63-0.74).
Conclusion: There were modest decreases in perceptions that cannabis use poses no risk to mental health in Canada and the US between 2017 and 2021 but no clear association with cannabis legalization status.
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Gravely, et al. 2023. Support for pictorial health warning labels on cigarette packages in the United States among adults who currently smoke or quit smoking: Findings from the ITC US Smoking and Vaping Surveys [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Gravely, S., Meng, G., Hammond, D., Driezen, P., Thrasher, J.F., Fong, G.T., Craig, L.V., Chung-Hall, J., Quah, A.C.K., Ouimet, J., Bansal-Travers, M., Cummings, K.M. (2023). Support for pictorial health warning labels on cigarette packages in the United States among adults who currently smoke or quit smoking: Findings from the ITC US Smoking and Vaping Surveys. Tobacco Induced Diseases, 21(June), 84. doi: 10.18332/tid/166001.
Abstract
Introduction: In March 2020, the US Food and Drug Administration (FDA) finalized new pictorial health warnings (PHWs), covering 50% of the front and back of the pack; however, legal challenges from cigarette manufacturers have prevented the new warnings from being implemented. About 70% of adults in the general US population support PHWs. This study assessed support for PHWs in 2016, 2018 and 2020 among US adults (aged ≥18 years) who currently smoke or formerly smoked cigarettes. We also assessed factors related to support.
Methods: Respondents included adults who currently or formerly smoked cigarettes and participated in at least one wave of the US ITC Smoking and Vaping Surveys: Wave 1 (2016, n=2557); Wave 2 (2018, n=2685); and Wave 3 (2020, n=1112). We assessed changes in support for PHWs between 2016 and 2020, and assessed factors related to support (support vs oppose/don’t know). Analyses were conducted on weighted data.
Results: Overall, 38.0% of respondents supported PHWs in 2016, with a significant increase to 44.7% in 2018 (p<0.001), and leveling off to 45.0% in 2020 (2018 vs 2020, p=0.91). Support was highest among former smokers and lowest among daily smokers in all three survey years. Support for PHWs at all survey years was significantly higher among those who formerly smoked, were younger (aged 18–39 vs ≥40 years), those who identified as Black (vs White), and planned to quit smoking (vs not planning to quit). There were no differences by income level, education level, or sex.
Conclusions: Nearly half of US adults who smoke cigarettes or quit smoking supported PHWs in 2020, with support being higher among younger adults, ethnic minorities, and those who formerly smoked. Support increased between 2016 and 2018, but not between 2018 and 2020. Similar to other studies, fewer current and former smokers supported PHWs compared to the US adult general population.
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Gravely, et al. 2023. An examination of quitting smoking as a reason for vaping by the type of nicotine vaping device used most often among adults who smoke and vape: Findings from the Canada, England and the United States 2020 ITC Smoking and Vaping Survey [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Gravely, S., Yong, H.H., Reid, J.L., East, K.A., Liber, A.C., Cummings, K.M., Quah, A.C.K., Fong, G.T., Hammond, D. (2023). An examination of quitting smoking as a reason for vaping by the type of nicotine vaping device used most often among adults who smoke and vape: Findings from the Canada, England and the United States 2020 ITC Smoking and Vaping Survey. Preventive Medicine Reports, 33, 102201. doi: 10.1016/j.pmedr.2023.102201.
Abstract
Several nicotine vaping product (NVP) device types are available to consumers, and many people who smoke report vaping to help them quit. This study included data from the Wave 3 (2020) ITC Smoking and Vaping Survey in the US, Canada, and England and included 2324 adults who were smoking cigarettes and vaping at least weekly. Device types currently used most often (disposables, cartridges/pods, or tank systems) were assessed using weighted descriptive statistics. Multivariable regression analyses were used to compare differences between respondents who reported vaping to quit smoking (‘yes’ vs. ‘no/don’t know’) by device type, overall and by country. Overall, 71.3% of respondents reported vaping to help them quit smoking, with no country differences (p = 0.12). Those using tanks (78.7%, p < 0.001) and cartridges/pods (69.5%, p = 0.02) were more likely to report this reason for vaping than those using disposables (59.3%); respondents using tanks were also more likely than those using cartridges/pods (p = 0.001) to report this reason. By country, respondents in England using cartridges/pods or tanks (vs. disposables) were more likely to report vaping to quit smoking (with no difference between cartridges/pods and tanks). In Canada, respondents using tanks were more likely to report vaping to quit smoking than those using cartridges/pods or disposables (no difference between disposables and cartridges/pods). No significant differences by device type were found in the US. In conclusion, most adult respondents who smoked and vaped reported using either cartridges/pods or tanks, which were associated with greater odds of vaping for the purpose of quitting smoking versus disposables, with some country variations.
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Gallien, et al. 2023. An overlooked market: loose cigarettes, informal vendors and their implications for tobacco taxation [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Gallien, M., Occhiali, G., Ross, H. (2023). An overlooked market: loose cigarettes, informal vendors and their implications for tobacco taxation. Tobacco Control, [Published online May 23, doi: 10.1136/tc-2023-057965].
Abstract
Objective: To examine the features of markets for loose cigarettes in several low-income and middle-income countries and their effects on tobacco control policies, particularly taxation.
Design: An analysis of survey data targeting people who smoke in two African, one Southeast Asian and two South Asian countries and retailers across 16 African countries to study loose cigarette markets and examine how prices in these markets move relative to the prices for cigarette packs.
Results: Markets for loose cigarettes are large, and their consumer base tends to differ from the wider population of people who smoke. Loose cigarette prices are on average higher than those of cigarettes bought in packs, and they respond differently to tax increases, at least partially due to a denomination effect.
Conclusions: The features of the loose cigarette markets present a challenge for tobacco control policy, especially tobacco tax policy. One way to overcome this challenge is to aim for large, rather than incremental, tax increases.
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Yong, et al. 2023. Individual and conjoint factors associated with beliefs about the harmfulness of nicotine replacement therapies relative to combustible cigarettes among people who smoke: Findings from the 2020 ITC Four Country Smoking and Vaping Survey [show abstract ▼] [hide abstract ▲] [access full article]
Citation
Yong, H.H., Karmakar, C., Motin, M. A., Borland, R., Cummings, K.M., Gravely, S., Fong, G.T. (2023). Individual and conjoint factors associated with beliefs about the harmfulness of nicotine replacement therapies relative to combustible cigarettes among people who smoke: Findings from the 2020 ITC Four Country Smoking and Vaping Survey. Nicotine and Tobacco Research, 25(9), 1594-1602. doi: 10.1093/ntr/ntad075.
Abstract
Introduction: This study examined individual and conjoint factors associated with beliefs about the harmfulness of nicotine replacement therapies (NRTs) relative to combustible cigarettes (CCs).
Methods: Data analyzed came from 8,642 adults (18+ years) who smoked daily/weekly and participated in the 2020 ITC Four Country Smoking and Vaping Survey in Australia (n=1213), Canada (n=2633), England (n=3057), and United States (US, n=1739). Respondents were asked: Compared to smoking cigarettes, how harmful do you think nicotine replacement products are? Responses were dichotomised into much less vs. otherwise for analysis using multivariable logistic regression models, complemented by decision-tree analysis to identify conjoint factors.
Results: Percentages believing that NRTs are much less harmful than CCs were 29.7% (95% CI:26.2-33.5%) in Australia, 27.4% (95% CI=25.1-29.8%) in England, 26.4% (95% CI=24.4-28.4%) in Canada and 21.7% (95% CI=19.2-24.3%) in the US. Across all countries, believing nicotine is not at all/slightly harmful to health (aOR=1.53-2.27), endorsing nicotine vaping products as less harmful than CCs (much less harmful: aOR=7.24-14.27; somewhat less harmful: aOR=1.97-3.23), and possessing higher knowledge of smoking harms (aOR=1.23-1.88) were individual factors associated with increased odds of believing NRTs are much less harmful than CCs. With some country variations, these nicotine-related measures also interacted with each other and socio-demographic variables to serve as conjoint factors associated with the likelihood of accurate NRT relative harm belief.
Conclusions: Many people who regularly smoke cigarettes are unaware that NRTs are much less harmful than cigarettes. Additionally, beliefs about NRTs relative harmfulness appear to be influenced by both individual and conjoint factors.
Implications: This study demonstrates that despite past efforts to educate people who smoke about the harms of NRTs relative to CCs, misperceptions around the relative harmfulness of NRTs remain substantial. In all four studied countries, subgroups of people who smoke regularly who are misinformed about the relative harmfulness of NRTs, and who may be reluctant to use NRTs for smoking cessation can be reliably identified for corrective interventions based o n their understanding of the harms related to nicotine, NVPs and smoking along with sociodemographic markers. The identified subgroup information can be used to prioritize and inform the development of effective interventions to specifically address the gaps in knowledge and understanding of the various subgroups identified. Our results suggest these may need to be tailored for each country.
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