Impact of Visual Elements of Tobacco Packaging on Health Risk Perceptions of Youth Groups
Abstract
:1. Introduction
2. Materials and Methods
2.1. Establish a Visual Element Index System for Tobacco Packaging
2.2. Questionnaire Title Design
2.3. Investigation Subjects
2.4. Survey Methodology
3. Results
3.1. Analysis of Basic Information of the Questionnaire
3.2. Questionnaire Reliability Test
3.3. Questionnaire Validity Test
3.4. Cardinality Test of Smoking Status and Visual Elements
3.5. Linear Regression Analysis of Age Group and Visual Elements
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Target Layer | Indicator Layer | Index Layer | Reference Sources |
---|---|---|---|
Visual elements of tobacco packaging that influence risk perception | B: Brand Image | B1: Complete Brand Image B2: Restrict brand image B3: No brand image | Hammond, D., et al. (2009) [36] |
P: Packaging box color | P1: Solid color base color P2: Color Base P3: Colorless base color | Hammond, D., et al. (2009) [37] Lempert, L.K., et al. (2017) [38] Fong, G.T., et al. (2009) [39] | |
H: Health warning logo style | H1: Text health warning logo H2: Image Health Warning Logo H3: No health warning label | Barrientos-Gutierrez, I., et al. (2021) [23] Grilo, G., et al. (2021) [24] | |
W: Health warning label ratio | W1: The proportion of 30% W2: Proportional share of 50% W3: The proportion is 75% | Germain, D., et al. (2010) [9] Mercincavage, M., et al. (2021) [26] Pepper, J.K., et al. (2013) [40] |
Frequency Analysis Results | ||||
---|---|---|---|---|
Name | Options | Frequency | Percentage (%) | Cumulative Percentage (%) |
Gender | Male | 108 | 36.49 | 36.49 |
Female | 188 | 63.51 | 100 | |
Age group | 18–25 years old | 204 | 68.92 | 68.92 |
26–44 years old | 92 | 31.08 | 100 | |
Smoking status | Smoking | 55 | 18.58 | 18.58 |
No smoking | 241 | 81.42 | 100 | |
Highest Education | High school/junior high school and below | 13 | 4.39 | 4.39 |
College | 26 | 8.78 | 13.18 | |
Undergraduate | 153 | 51.69 | 64.86 | |
Master and above | 104 | 35.14 | 100 | |
Total | 296 | 100 | 100 |
Cronbach’s Reliability Analysis | |||
---|---|---|---|
Name | Correction Term Total Correlation (CITC) | The Alpha Coefficient of the Deleted Item | Cronbach Alpha Coefficient |
H2 vs. H1 | 0.211 | 0.816 | 0.812 |
H2 vs. H3 | 0.188 | 0.819 | |
H1 vs. H3 | 0.382 | 0.805 | |
P2 vs. P1 | 0.529 | 0.792 | |
P2 vs. P3 | 0.542 | 0.791 | |
P1 vs. P3 | 0.469 | 0.798 | |
W1 vs. W2 | 0.529 | 0.792 | |
W1 vs. W3 | 0.478 | 0.797 | |
W2 vs. W3 | 0.524 | 0.792 | |
B1 vs. B2 | 0.599 | 0.787 | |
B1 vs. B3 | 0.503 | 0.795 | |
B3 vs. B2 | 0.528 | 0.792 |
KMO and Bartlett’s Test | ||
---|---|---|
KMO value | 0.783 | |
Bartlett sphericity test | Approximate cardinality | 1375.457 |
df | 66 | |
p value | 0 |
Value | Degree of Freedom | Progressive Significance (Bilateral) | |
---|---|---|---|
Pearson Cardinal | 21.275 a | 8 | 0.006 |
likelihood ratio | 20.246 | 8 | 0.009 |
Linear correlation | 7.938 | 1 | 0.005 |
Number of active cases | 296 |
Score | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | Total | |
---|---|---|---|---|---|---|---|---|---|---|---|
Smoking status | 1 | 5 | 1 | 3 | 4 | 6 | 10 | 11 | 10 | 5 | 55 |
2 | 30 | 13 | 27 | 39 | 44 | 24 | 22 | 16 | 26 | 241 | |
Total | 35 | 14 | 30 | 43 | 50 | 34 | 33 | 26 | 31 | 296 |
Results of Linear Regression Analysis (n = 296) | |||||||||
---|---|---|---|---|---|---|---|---|---|
Non-Standardized Coefficient | Standardization Factor | t | p | VIF | R2 | Adjust R2 | F | ||
B | Standard Error | Beta | |||||||
Constants | 2.531 | 0.183 | - | 13.804 | 0.000 ** | - | 0.137 | 0.1 | F (12,283) = 3.730, p = 0.000 |
H2 vs. H1 | 0.03 | 0.025 | 0.09 | 1.188 | 0.236 | 1.876 | |||
H2 vs. H3 | −0.065 | 0.023 | −0.224 | −2.839 | 0.005 ** | 2.034 | |||
H1 vs. H3 | 0.035 | 0.016 | 0.139 | 2.151 | 0.032 * | 1.361 | |||
P2 vs. P1 | 0.046 | 0.016 | 0.206 | 2.94 | 0.004 ** | 1.603 | |||
P2 vs. P3 | −0.055 | 0.017 | −0.233 | −3.234 | 0.001 ** | 1.704 | |||
P1 vs. P3 | −0.005 | 0.019 | −0.02 | −0.277 | 0.782 | 1.752 | |||
W1 vs. W2 | 0.032 | 0.019 | 0.138 | 1.637 | 0.103 | 2.341 | |||
W1 vs. W3 | 0.013 | 0.02 | 0.058 | 0.654 | 0.514 | 2.598 | |||
W2 vs. W3 | −0.028 | 0.019 | −0.121 | −1.466 | 0.144 | 2.247 | |||
B1 vs. B2 | 0.024 | 0.021 | 0.09 | 1.152 | 0.25 | 2.014 | |||
B1 vs. B3 | −0.059 | 0.021 | −0.216 | −2.768 | 0.006 ** | 1.989 | |||
B3 vs. B2 | 0.016 | 0.019 | 0.061 | 0.844 | 0.4 | 1.725 |
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Guo, Y.; Xu, Y.; Chen, D. Impact of Visual Elements of Tobacco Packaging on Health Risk Perceptions of Youth Groups. Int. J. Environ. Res. Public Health 2022, 19, 14097. https://doi.org/10.3390/ijerph192114097
Guo Y, Xu Y, Chen D. Impact of Visual Elements of Tobacco Packaging on Health Risk Perceptions of Youth Groups. International Journal of Environmental Research and Public Health. 2022; 19(21):14097. https://doi.org/10.3390/ijerph192114097
Chicago/Turabian StyleGuo, Yanlong, Yinrui Xu, and Denghang Chen. 2022. "Impact of Visual Elements of Tobacco Packaging on Health Risk Perceptions of Youth Groups" International Journal of Environmental Research and Public Health 19, no. 21: 14097. https://doi.org/10.3390/ijerph192114097
APA StyleGuo, Y., Xu, Y., & Chen, D. (2022). Impact of Visual Elements of Tobacco Packaging on Health Risk Perceptions of Youth Groups. International Journal of Environmental Research and Public Health, 19(21), 14097. https://doi.org/10.3390/ijerph192114097