Who Is Exposed to E-Cigarette Advertising and Where? Differences between Adolescents, Young Adults and Older Adults
Abstract
1. Introduction
2. Methods and Materials
2.1. Measures
2.2. Tobacco Use
2.3. Advertising Exposure
2.4. Demographics
2.5. Statistical Analyses.
2.6. Ethical Approval
3. Results
Predictors of E-cigarette Advertising Exposure.
4. Discussion
5. Conclusions
Limitations
Author Contributions
Funding
Conflicts of Interest
References
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Characteristic | Adolescents (13–17) (N = 1124) | Young Adults (18–25) (N = 809) | Older Adults (26+) (N = 4186) |
---|---|---|---|
Overall | 18.4% | 13.2% | 68.4% |
Age | 15.1 years | 21.4 years | 50.6 years |
Sex | |||
Male | 49.9% | 50.3% | 46.8% |
Race | |||
White | 80.1% | 60.8% | 71.2% |
African American | 10.6% | 23.7% | 18.8% |
Other | 9.3% | 15.5% | 10.0% |
Ethnicity | |||
Hispanic | 7.6% | 12.5% | 7.9% |
Education | |||
High school or less | 23.0% | 43.4% | 33.6% |
Some college | 19.6% | 40.4% | 28.8% |
4-year college or more | 57.4% | 16.2% | 37.7% |
U.S. Region | |||
Northeast | 13.7% | 10.4% | 10.7% |
Northwest | 25.0% | 19.5% | 19.4% |
South | 48.9% | 54.6% | 53.4% |
West | 12.4% | 15.5% | 16.5% |
Sexual Orientation/Attraction | |||
Heterosexual | 95.2% | 92.7% | 96.9% |
Past 30-day e-cigarette user | 5.2% | 20.3% | 8.8% |
Current cigarette smoker | 3.7% | 21.7% | 23.3% |
Exposure to advertising channel | 73.8% | 78.2% | 78.8% |
Television | 74.9% | 70.7% | 66.9% |
Retail establishments | 25.7% | 31.2% | 28.6% |
Digital marketing | 15.6% | 18.5% | 8.9% |
Radio | 14.0% | 18.3% | 16.4% |
Print media | 12.2% | 18.6% | 27.3% |
Billboard | 11.2% | 11.6% | 11.7% |
Source | Adolescent vs Young Adult AOR (95% CI) p-Value | Adolescent vs Older Adult AOR (95% CI) p-Value | Young Adult vs Older Adult AOR (95% CI) p-Value |
---|---|---|---|
Television | 1.24 (0.96,1.61) 0.10 | 1.62 (1.34,1.96) < 0.01 | 1.30 (1.06, 1.60) 0.01 |
Retail establishments | 0.63 (0.49, 0.80) < 0.01 | 0.77 (0.64, 0.93) 0.01 | 1.17 (1.01-1.49) 0.04 |
Digital marketing | 0.87 (0.64, 1.17) 0.36 | 1.54 (1.21, 1.96) < 0.01 | 1.78 (1.38, 2.30) < 0.01 |
Radio | 0.78 (0.57, 1.07) 0.12 | 0.76 (0.60, 0.96) 0.02 | 0.97 (0.76,1.24) 0.79 |
Print media | 0.62 (0.45,0.86) < 0.01 | 0.37 (0.29,0.47) < 0.01 | 0.59 (0.46,0.76) < 0.01 |
Billboard | 0.97 (0.68,1.38) 0.86 | 0.96 (0.74,1.24) 0.75 | 0.99 (0.74,1.33) 0.95 |
Participant Characteristic | AOR (95% CI) | p-Value * |
---|---|---|
Age | ||
Adolescents (13–17 years old) | 1.90 (1.31, 2.76) | 0.0007 |
Young Adults (18–25 years old) | 3.56 (2.79, 4.55) | <0.0001 |
Older Adults (26+ years old) | 4.09 (3.60, 4.65) | <0.0001 |
Sex | ||
Female | 2.68 (2.23, 3.23) | <0.0001 |
Male | 3.41 (2.84, 4.10) | <0.0001 |
Race | ||
White | 3.77 (3.22, 4.41) | <0.0001 |
African American | 3.36 (2.72, 4.16) | <0.0001 |
Other | 2.19 (1.72, 2.79) | <0.0001 |
Education | ||
High school or less | 2.36 (1.97, 2.83) | <0.0001 |
Some college | 3.62 (2.96, 4.42) | <0.0001 |
4-year college or more | 3.25 (2.66, 3.95) | <0.0001 |
Cigarette smoking status | ||
Current cigarette smoker | 2.96 (2.65, 3.30) | <0.0001 |
Non-smoker | 3.09 (2.31, 4.15) | <0.0001 |
Age by sex interaction | ||
Adolescent x female | 1.89 (1.26, 2.83) | 00.0021 |
Adolescent x male | 1.91 (1.27, 2.88) | 00.0020 |
Young Adult x female | 3.20 (2.32, 4.42) | <0.0001 |
Young adult x male | 3.97 (2.95, 5.33) | <0.0001 |
Older adult x female | 3.19 (2.78, 3.67) | <0.0001 |
Older adult x male | 5.24 (4.43, 6.21) | <0.0001 |
Age by cigarette smoking status interaction | ||
Adolescent x non-current smoker | 2.65 (2.20, 3.20) | <0.0001 |
Adolescent x current smoker | 1.36 (0.66, 2.78) | 0.4010 |
Young Adult x non-current smoker | 3.18 (2.57, 3.94) | <0.0001 |
Young adult x current smoker | 3.99 (2.58, 6.17) | <0.0001 |
Older adult x non-current smoker | 3.06 (2.74, 3.42) | <0.0001 |
Older adult x current smoker | 5.47 (4.42, 6.77) | <0.0001 |
Sex | Adolescent AOR (95% CI) | Young Adult AOR (95% CI) | Older Adult AOR (95% CI) |
---|---|---|---|
Male | 1.91 (1.27, 2.88) | 3.97 (2.95, 5.33) | 5.24 (4.43, 6.21) |
Female | 1.89 (1.26, 2.83) | 3.20 (2.32, 4.42) | 3.19 (2.78, 3.67) |
p-value * | 0.95 | 0.26 | <0.0001 |
Cigarette Smoking Status | |||
Non-Smoker | 2.65 (2.20, 3.20) | 3.18 (2.57, 3.94) | 3.06 (2.74, 3.42) |
Current Smoker | 1.36 (0.66, 2.78) | 3.99 (2.58, 6.17) | 5.47 (4.42, 6.77) |
p-value * | 0.07 | 0.36 | <0.0001 |
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Wagoner, K.G.; Reboussin, D.M.; King, J.L.; Orlan, E.; Cornacchione Ross, J.; Sutfin, E.L. Who Is Exposed to E-Cigarette Advertising and Where? Differences between Adolescents, Young Adults and Older Adults. Int. J. Environ. Res. Public Health 2019, 16, 2533. https://doi.org/10.3390/ijerph16142533
Wagoner KG, Reboussin DM, King JL, Orlan E, Cornacchione Ross J, Sutfin EL. Who Is Exposed to E-Cigarette Advertising and Where? Differences between Adolescents, Young Adults and Older Adults. International Journal of Environmental Research and Public Health. 2019; 16(14):2533. https://doi.org/10.3390/ijerph16142533
Chicago/Turabian StyleWagoner, Kimberly G., David M. Reboussin, Jessica L. King, Elizabeth Orlan, Jennifer Cornacchione Ross, and Erin L. Sutfin. 2019. "Who Is Exposed to E-Cigarette Advertising and Where? Differences between Adolescents, Young Adults and Older Adults" International Journal of Environmental Research and Public Health 16, no. 14: 2533. https://doi.org/10.3390/ijerph16142533
APA StyleWagoner, K. G., Reboussin, D. M., King, J. L., Orlan, E., Cornacchione Ross, J., & Sutfin, E. L. (2019). Who Is Exposed to E-Cigarette Advertising and Where? Differences between Adolescents, Young Adults and Older Adults. International Journal of Environmental Research and Public Health, 16(14), 2533. https://doi.org/10.3390/ijerph16142533