Relative Risk Perceptions between Snus and Cigarettes in a Snus-Prevalent Society—An Observational Study over a 16 Year Period
Abstract
:1. Background
Aims
2. Methods
2.1. Material
2.2. Measures
2.3. Current Use of Products
2.4. Socio-Demographic Information
3. Analysis
3.1. Aim 1: Risk Perceptions of Nicotine Products and Changes Over Time
3.2. Aim 2: Association of Snus Risk Overestimation with Respondent Characteristics
3.3. Aim 3: Relation between Perceived Harmfulness of Snus and the Likelihood of Using Snus in Quit-Smoking Attempts
4. Results
5. Discussion
5.1. Snus vs E-Cigarettes
5.2. Risk-Use Equilibrium
5.3. Confirmation and Optimism Bias
5.4. Limitations
5.5. Strengths
5.6. Implications
5.7. Future Research
6. Conclusions
Author Contributions
Funding
Conflicts of Interest
Abbreviations
AIC | Akaike information criterion |
BIC | Bayesian information criterion |
CI | confidence interval |
ENDS | electronic delivery systems |
NRT | nicotine replacement therapy |
PAH | polycyclic hydrocarbons |
RRP | relative risk perceptions |
SD | standard deviation |
SLT | smokeless tobacco |
TSNA | tobacco specific nitrosamines |
US | United States |
WHO | World Health Organization |
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Variable | Percent | Standard Deviation |
---|---|---|
Smoking status | ||
“Hard core” smoker | 5.6 | 23.1 |
Daily smoker, not “hard core” | 13.4 | 34.0 |
Occasional smoker | 7.6 | 26.5 |
Former smoker | 29.5 | 45.6 |
Never smoked | 44.0 | 49.6 |
Snus use status | ||
Use snus daily | 6.9 | 25.4 |
Use snus occasionally | 4.0 | 19.7 |
Used snus previously | 5.8 | 23.4 |
Never used snus | 83.3 | 37.3 |
Education | ||
Primary | 19.3 | 39.5 |
Secondary | 47.8 | 50.0 |
Tertiary | 32.8 | 47.0 |
Sex | ||
Men | 50.1 | 50.0 |
Women | 49.9 | 50.0 |
Age | ||
16–24 | 12.8 | 33.4 |
25–44 | 36.6 | 48.2 |
45–66 | 38.2 | 48.6 |
67–79 | 12.4 | 33.0 |
Snus risk perception | ||
Rated snus 1 to 5 of 7 | 60.2 | 48.9 |
Rated snus 6 to 7 of 7 | 39.8 | 48.9 |
Cigarette risk perception | ||
Rated cigarettes 1 to 5 of 7 | 13.0 | 33.6 |
Rated cigarettes 6 to 7 of 7 | 87.0 | 33.6 |
Model 1 | Model 2 | Model 3 | |
---|---|---|---|
Pr (95% CI) | Pr (95% CI) | Pr (95% CI) | |
Overall probability | 0.40 (0.39–0.41) | 0.40 (0.39–0.41) | 0.40 (0.39–0.41) |
Smoking status | |||
“Hard core” smoker | 0.34 (0.31–0.37) | 0.33 (0.30–0.36) | 0.33 (0.30–0.36) |
Daily smoker, not “hard core” | 0.40 (0.37–0.42) | 0.39 (0.37–0.41) | 0.39 (0.37–0.41) |
Occasional smoker | 0.33 (0.30–0.36) | 0.37 (0.34–0.40) | 0.40 (0.37–0.43) |
Former smoker | 0.39 (0.37–0.40) | 0.38 (0.36–0.39) | 0.39 (0.37–0.40) |
Never smoked | 0.42 (0.41–0.43) | 0.43 (0.42–0.44) | 0.42 (0.40–0.43) |
Education | |||
Primary | 0.42 (0.40–0.44) | 0.42 (0.40–0.44) | |
Secondary | 0.41 (0.40–0.42) | 0.41 (0.40–0.42) | |
Tertiary | 0.37 (0.35–0.38) | 0.36 (0.35–0.38) | |
Sex | |||
Men | 0.29 (0.27–0.30) | 0.30 (0.29–0.31) | |
Women | 0.51 (0.50–0.52) | 0.49 (0.47–0.50) | |
Age | |||
15–25 | 0.26 (0.24–0.28) | 0.29 (0.26–0.31) | |
25–44 | 0.38 (0.37–0.40) | 0.40 (0.39–0.41) | |
45–66 | 0.43 (0.41–0.44) | 0.41 (0.40–0.42) | |
67–80 | 0.50 (0.47–0.52) | 0.46 (0.44–0.48) | |
Survey year | |||
2003 | 0.41 (0.39–0.44) | 0.40 (0.38–0.43) | |
2004 | 0.36 (0.34–0.39) | 0.36 (0.33–0.38) | |
2005 | 0.39 (0.36–0.41) | 0.38 (0.35–0.41) | |
2006 | 0.38 (0.36–0.41) | 0.38 (0.35–0.40) | |
2007 | 0.40 (0.38–0.43) | 0.40 (0.37–0.43) | |
2008 | 0.45 (0.42–0.48) | 0.44 (0.41–0.47) | |
2009 | 0.42 (0.39–0.45) | 0.42 (0.39–0.45) | |
2010 | 0.39 (0.36–0.42) | 0.39 (0.36–0.42) | |
2011 | 0.37 (0.34–0.40) | 0.37 (0.35–0.40) | |
2017 | 0.41 (0.39–0.43) | 0.43 (0.40–0.45) | |
2018 | 0.39 (0.36–0.41) | 0.40 (0.38–0.43) | |
Snus use | |||
Use snus daily | 0.14 (0.11–0.16) | ||
Use snus occasionally | 0.20 (0.16–0.24) | ||
Used snus previously | 0.29 (0.26–0.33) | ||
Never used snus | 0.43 (0.42–0.44) | ||
BIC | 17,991 | 17,137 | 16,808 |
AIC | 17,953 | 16,980 | 16,628 |
N | 13,381 | 13,381 | 13,381 |
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Lund, K.E.; Vedoy, T.F. Relative Risk Perceptions between Snus and Cigarettes in a Snus-Prevalent Society—An Observational Study over a 16 Year Period. Int. J. Environ. Res. Public Health 2019, 16, 879. https://doi.org/10.3390/ijerph16050879
Lund KE, Vedoy TF. Relative Risk Perceptions between Snus and Cigarettes in a Snus-Prevalent Society—An Observational Study over a 16 Year Period. International Journal of Environmental Research and Public Health. 2019; 16(5):879. https://doi.org/10.3390/ijerph16050879
Chicago/Turabian StyleLund, Karl Erik, and Tord Finne Vedoy. 2019. "Relative Risk Perceptions between Snus and Cigarettes in a Snus-Prevalent Society—An Observational Study over a 16 Year Period" International Journal of Environmental Research and Public Health 16, no. 5: 879. https://doi.org/10.3390/ijerph16050879
APA StyleLund, K. E., & Vedoy, T. F. (2019). Relative Risk Perceptions between Snus and Cigarettes in a Snus-Prevalent Society—An Observational Study over a 16 Year Period. International Journal of Environmental Research and Public Health, 16(5), 879. https://doi.org/10.3390/ijerph16050879