School-Based Tobacco Control and Smoking in Adolescents: Evidence from Multilevel Analyses
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Source and Study Population
2.2. Measures
2.2.1. Smoking
2.2.2. Individual-Level Variables
2.2.3. School-Level Variables
2.3. Analyses
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Conflicts of Interest
References
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Total Sample | Smoking Status | p-Value | ||
---|---|---|---|---|
Yes | No | |||
n (%) | n (%) | n (%) | ||
All | 4631 (100.0) | 243 (5.2) | 4388 (94.8) | |
Gender | ||||
Boys | 2260 (48.8) | 182 (8.0) | 2078 (92.0) | <0.0001 |
Girls | 2371 (51.2) | 61 (2.6) | 2310 (97.4) | |
Grade | ||||
7 | 945 (20.4) | 14 (1.5) | 931 (98.5) | <0.0001 |
8 | 976 (21.1) | 22 (2.2) | 954 (97.8) | |
9 | 906 (19.6) | 36 (4.0) | 870 (96.0) | |
10 | 737 (15.9) | 68 (9.2) | 669 (90.8) | |
11 | 675 (14.6) | 57 (8.4) | 618 (91.6) | |
12 | 392 (8.5) | 46 (11.7) | 346 (88.3) | |
# of programs participated in | ||||
0–1 | 1602 (34.6) | 139 (8.7) | 1463 (91.3) | <0.0001 |
2–3 | 1696 (36.6) | 71 (4.2) | 1625 (95.8) | |
≥4 | 1333 (28.8) | 33 (2.5) | 1300 (97.5) | |
Witnessed teachers smoking | ||||
Yes | 1289 (27.8) | 144 (11.2) | 1145 (88.8) | <0.0001 |
No | 3342 (72.2) | 99 (3.0) | 3243 (97.0) | |
Attitudes toward tobacco use [Mean (SD)] | 27.5 (4.2) | 21.6 (5.1) | 27.9 (3.9) | <0.0001 |
Attitudes regarding tobacco control regulations [Mean (SD)] | 11.9 (4.0) | 9.5 (3.3) | 12.0 (4.0) | <0.0001 |
Distribution of School Characteristics | Distribution of Smoking Prevalence in School | ||
---|---|---|---|
n (%) | Mean | SD | |
All | 62 (100.0) | 5.80 | 9.43 |
School type | |||
Boys-only | 5 (8.0) | 10.66 | 5.02 |
Girls-only | 13 (21.0) | 2.22 | 3.53 |
Co-education | 44 (71.0) | 6.30 | 10.65 |
Tobacco-free school declaration | |||
Yes | 26 (41.9) | 5.55 | 7.15 |
No | 36 (58.1) | 5.98 | 10.88 |
# of staff | |||
1–3 | 38 (61.3) | 6.35 | 11.41 |
≥4 | 24 (38.7) | 4.91 | 5.01 |
Years as a tobacco-free school | |||
0 | 43 (69.4) | 6.75 | 11.05 |
1 | 11 (17.7) | 3.86 | 3.91 |
≥2 | 8 (12.9) | 3.35 | 1.52 |
School smoking rates | |||
0–5% | 41 (66.1) | 1.57 | 1.57 |
5–10% | 11 (17.7) | 6.96 | 1.41 |
>10% | 10 (16.1) | 21.83 | 14.87 |
School norm towards tobacco use 1 | |||
Quartile 1 | 17 (27.4) | 14.94 | 14.08 |
Quartile 2 | 15 (24.2) | 3.41 | 3.27 |
Quartile 3 | 14 (22.6) | 2.94 | 2.29 |
Quartile 4 | 16 (25.8) | 0.83 | 1.14 |
School norm regarding tobacco control regulations 2 | |||
Quartile 1 | 17 (27.4) | 12.11 | 15.24 |
Quartile 2 | 16 (25.8) | 5.25 | 4.98 |
Quartile 3 | 13 (21.0) | 3.75 | 3.37 |
Quartile 4 | 16 (25.8) | 1.30 | 3.03 |
Current Smoking | |||||
---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
Intercept | 0.03 (0.02–0.04) * | 0.01 (0.01–0.02) * | 0.04 (0.02–0.08) * | 0.01 (0.01–0.04) * | 0.00 (0.00–0.01) * |
Student level | |||||
Gender | |||||
Boys | 1.00 | 1.00 | 1.00 | ||
Girls | 0.42 (0.27–0.66) * | 0.71 (0.44–1.14) | 0.81 (0.50–1.32) | ||
# of programs participated in | |||||
0–1 | 1.00 | 1.00 | 1.00 | ||
2–3 | 0.85 (0.59–1.22) | 0.85 (0.60–1.22) | 1.70 (1.06–2.75) * | ||
≥4 | 0.46 (0.29–0.73) * | 0.47 (0.30–0.74) * | 1.58 (0.97–2.58) | ||
Witnessed teachers smoking | |||||
No | 1.00 | 1.00 | 1.00 | ||
Yes | 2.91 (2.12–4.00) * | 2.57 (1.88–3.51) * | 2.56 (1.87–3.50) * | ||
Attitudes toward tobacco use | 0.57 (0.51–0.63) * | 0.56 (0.51–0.63) * | 0.56 (0.50–0.62) * | ||
Attitudes regarding tobacco control regulations | 0.56 (0.47–0.66) * | 0.54 (0.46–0.64) * | 0.54 (0.46–0.65) * | ||
School level | |||||
School type | |||||
Coeducation | 1.00 | 1.00 | 1.00 | ||
Boys only | 0.91 (0.48–1.71) | 0.72 (0.32–1.60) | 0.64 (0.29–1.39) | ||
Girls only | 1.00 (0.49–2.04) | 1.20 (0.45–3.22) | 1.18 (0.46–3.00) | ||
Tobacco-free school declaration | |||||
No | 1.00 | 1.00 | 1.00 | ||
Yes | 1.06 (0.68–1.65) | 0.94 (0.54–1.61) | 0.99 (0.58–1.68) | ||
# of staff | |||||
1–3 | 1.00 | 1.00 | 1.00 | ||
≥4 | 0.67 (0.41–1.09) | 0.69 (0.38–1.24) | 0.76 (0.42–1.36) | ||
Years as a tobacco-free school | |||||
0 | 1.00 | 1.00 | 1.00 | ||
1 | 1.34 (0.80–2.27) | 1.53 (0.80–2.95) | 1.52 (0.80–2.89) | ||
≥2 | 1.85 (1.01–3.39) * | 2.01 (0.99–4.09) | 2.15 (1.06–4.34) * | ||
School smoking rates | |||||
0–5% | 1.00 | 1.00 | 1.00 | ||
5–10% | 3.20 (1.90–5.41) * | 3.84 (2.00–7.39) * | 4.16 (2.18–7.95) * | ||
>10% | 9.71 (5.03–18.73) * | 9.29 (3.57–24.19) * | 9.95 (3.91–25.31) * | ||
School norm towards tobacco use 1 | |||||
Q1 | 1.00 | 1.00 | 1.00 | ||
Q2–Q3 | 0.68 (0.36–1.27) | 0.83 (0.38–1.80) | 0.87 (0.41–1.86) | ||
Q4 | 0.36 (0.14–0.90) * | 0.50 (0.17–1.46) | 0.45 (0.16–1.25) | ||
School norm regarding tobacco control regulations 2 | |||||
Q1 | 1.00 | 1.00 | |||
Q2–Q3 | 0.71 (0.47–1.07) | 0.65 (0.39–1.08) | |||
Q4 | 0.32 (0.13–0.75) * | 0.28 (0.11–0.76) * | |||
Interactions | |||||
# of programs (2–3) × Gender | 1.27 (0.57–2.82) | ||||
# of programs (≥4) × Gender | 3.33 (1.31–8.48) * | ||||
School norm regarding tobacco control regulations2 × Gender | 0.28 (0.12–0.65) * | ||||
School–level random variance | 1.8368 * | 1.0204 * | 0.0739 | 0.1839 | 0.1644 |
AIC | 1673.37 | 1394.18 | 1593.07 | 1354.04 | 1346.81 |
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Kim, S.Y.; Jang, M.; Yoo, S.; JeKarl, J.; Chung, J.Y.; Cho, S.-i. School-Based Tobacco Control and Smoking in Adolescents: Evidence from Multilevel Analyses. Int. J. Environ. Res. Public Health 2020, 17, 3422. https://doi.org/10.3390/ijerph17103422
Kim SY, Jang M, Yoo S, JeKarl J, Chung JY, Cho S-i. School-Based Tobacco Control and Smoking in Adolescents: Evidence from Multilevel Analyses. International Journal of Environmental Research and Public Health. 2020; 17(10):3422. https://doi.org/10.3390/ijerph17103422
Chicago/Turabian StyleKim, Seong Yeon, Myungwha Jang, Seunghyun Yoo, Jung JeKarl, Joo Youn Chung, and Sung-il Cho. 2020. "School-Based Tobacco Control and Smoking in Adolescents: Evidence from Multilevel Analyses" International Journal of Environmental Research and Public Health 17, no. 10: 3422. https://doi.org/10.3390/ijerph17103422
APA StyleKim, S. Y., Jang, M., Yoo, S., JeKarl, J., Chung, J. Y., & Cho, S. -i. (2020). School-Based Tobacco Control and Smoking in Adolescents: Evidence from Multilevel Analyses. International Journal of Environmental Research and Public Health, 17(10), 3422. https://doi.org/10.3390/ijerph17103422