Waterpipe Use among Adolescents in Germany: Prevalence, Associated Consumer Characteristics, and Trends (German Health Interview and Examination Survey for Children and Adolescents, KiGGS)
Abstract
1. Introduction
2. Materials and Methods
2.1. Methods
2.2. Measurements
2.3. Statistical Analyses
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Characteristics | Current WP User ♦ n = 446 | Last 12-Month WP User n = 1101 | Ever WP User n = 1415 | |||
---|---|---|---|---|---|---|
% | 95% CI | % | 95% CI | % | 95% CI | |
Total (Girls and Boys) | 8.5 | (7.5–9.6) | 19.7 | (18.3–21.2) | 25.8 | (24.2–27.5) |
Girls | 6.3 | (5.3–7.3) | 17.3 | (15.6–19.1) | 23.4 | (21.4–25.5) |
Age, years | ||||||
11 | − | − | 0.1 | (0.0–0.7) | 0.7 | (0.2–3.0) |
12 | 0.6 | (0.1–3.2) | 1.5 | (0.6–3.5) | 3.7 | (2.0–6.8) |
13 | 0.7 | (0.3–1.5) | 6.3 | (3.9–9.9) | 8.7 | (5.7–12.9) |
14 | 6.1 | (3.9–9.4) | 15.5 | (12.1–19.7) | 18.9 | (14.9–23.6) |
15 | 9.5 | (6.6–13.5) | 22.1 | (17.4–27.6) | 28.3 | (22.9–34.4) |
16 | 12.1 | (8.9–16.2) | 36.6 | (31.1–42.5) | 46.1 | (40.1–52.3) |
17 | 12.9 | (9.6–17.1) | 33.8 | (28.2–40.0) | 50.6 | (44.2–56.9) |
Socioeconomic status * | ||||||
Low | 7.0 | (4.5–10.8) | 20.5 | (16.2–25.5) | 30.2 | (25.0–36.0) |
Middle | 6.8 | (5.6–8.2) | 17.4 | (15.4–19.6) | 23.1 | (20.6–25.7) |
High | 4.1 | (2.6–6.2) | 12.9 | (10.0–16.5) | 16.2 | (13.0–20.1) |
Education ≠ | ||||||
Secondary/Middle/Comprehensive school | 6.6 | (5.1–8.4) | 18.8 | (16.4–21.5) | 25.1 | (22.1–28.3) |
Technical/Academic secondary school | 5.9 | (4.6–7.5) | 15.5 | (13.4–18.0) | 21.5 | (18.9–24.3) |
Migration background ° | ||||||
Yes, one-sided | 6.7 | (3.8–11.6) | 19.0 | (14.0–25.3) | 23.1 | (17.5–29.8) |
Yes, both-sided | 3.7 | (2.0–6.8) | 11.2 | (7.8–15.8) | 18.1 | (13.6–23.7) |
No | 6.8 | (5.7–7.9) | 18.4 | (16.5–20.5) | 24.7 | (22.5–26.9) |
Current smoking status | ||||||
Smoker | 35.1 | (28.0–42.9) | 73.8 | (64.9–81.1) | 86.3 | (77.6–92.0) |
Non-smoker | 4.2 | (3.3–5.2) | 13.2 | (11.5–15.0) | 18.9 | (17.0–21.1) |
Boys | 10.6 | (9.1–12.4) | 22.1 | (20.2–24.2) | 28.1 | (25.9–30.3) |
Age, years | ||||||
11 | − | 1.7 | (0.7–4.2) | 2.0 | (0.9–4.4) | |
12 | 0.5 | (0.2–1.6) | 2.4 | (1.2–4.5) | 3.1 | (1.7–5.5) |
13 | 3.9 | (1.8–8.1) | 8.2 | (5.3–12.4) | 12.0 | (8.6–16.5) |
14 | 5.7 | (3.4–9.5) | 17.6 | (13.6–22.5) | 22.4 | (17.8–27.7) |
15 | 12.4 | (8.7–17.2) | 29.8 | (24.1–36.3) | 38.3 | (32.0–45.0) |
16 | 21.5 | (15.4–29.1) | 37.9 | (31.0–45.3) | 47.9 | (41.4–54.5) |
17 | 26.4 | (20.9–32.8) | 50.3 | (43.5–57.2) | 61.6 | (54.9–67.9) |
Socioeconomic status * | ||||||
Low | 11.6 | (7.1–18.3) | 22.5 | (16.7–29.6) | 28.2 | (21.7–35.6) |
Middle | 10.5 | (8.7–12.6) | 22.9 | (20.4–25.6) | 29.1 | (26.3–32.2) |
High | 10.7 | (8.0–14.2) | 19.1 | (15.9–22.9) | 24.1 | (20.6–28.0) |
Education ≠ | ||||||
Secondary/Middle/Comprehensive school | 9.8 | (7.6–12.5) | 21.1 | (18.3–24.1) | 27.2 | (23.8–30.9) |
Technical/Academic secondary school | 10.4 | (8.1–13.1) | 21.9 | (18.6–25.5) | 27.5 | (24.4–30.8) |
Migration background ° | ||||||
Yes, one-sided | 17.9 | (11.0–27.8) | 30.4 | (22.4–39.9) | 36.3 | (27.9–45.7) |
Yes, both-sided | 11.5 | (7.2–17.8) | 19.9 | (14.2–27.1) | 27.9 | (21.5–35.4) |
No | 9.7 | (8.2–11.4) | 21.7 | (19.6–23.9) | 27.2 | (24.9–29.6) |
Current smoking status | ||||||
Smoker | 46.8 | (37.2–56.7) | 84.5 | (75.4–90.7) | 93.5 | (87.5–96.7) |
Non-smoker | 8.2 | (6.7–10.0) | 18.1 | (16.2–20.2) | 23.7 | (21.5–26.1) |
Covariates † | OR (95% CI) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Model (I) Current WP Use ♦ vs. Never WP Use | Model (II) Last 12-Month WP Use vs. Never WP Use | Model (III) Ever WP Use vs. Never WP Use | ||||||||||
Girls | Boys | Girls | Boys | Girls | Boys | |||||||
Age, Years > | 1.97 *** | (1.69–2.29) | 2.20 *** | (1.92–2.52) | 1.94 *** | (1.77–2.14) | 1.92 *** | (1.74–2.13) | 1.91 *** | (1.75–2.08) | 1.91 *** | (1.74–2.10) |
Socioeconomic status ‡ | ||||||||||||
Low | 1.60 | (0.71–3.58) | 0.72 | (0.31–1.70) | 1.27 | (0.74–2.17) | 0.95 | (0.53–1.69) | 1.66 * | (1.02–2.71) | 0.92 | (0.54–1.57) |
Middle | 1.13 | (0.59–2.18) | 0.76 | (0.45–1.28) | 0.99 | (0.66–1.48) | 1.06 | (0.73–1.55) | 1.13 | (0.79–1.61) | 1.10 | (0.77–1.58) |
High (ref) | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
Education ≠ | ||||||||||||
Secondary/Middle/Comprehensive school | 1.56 | (1.00–2.45) | 1.48 | (0.91–2.41) | 1.82 *** | (1.32–2.51) | 1.27 | (0.90–1.78) | 1.63 ** | (1.22–2.17) | 1.28 | (0.95–1.72) |
Technical/Academic secondary school (ref) | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
Migration background ° | ||||||||||||
Yes, one-sided | 0.98 | (0.43–2.23) | 3.03 ** | (1.36–6.77) | 0.91 | (0.50–1.65) | 2.04 * | (1.18–3.54) | 0.79 | (0.46–1.33) | 2.01 ** | (1.23–3.27) |
Yes, both-sided | 0.34 * | (0.15–0.80) | 1.19 | (0.55–2.61) | 0.38 *** | (0.22–0.65) | 0.87 | (0.49–1.55) | 0.44 *** | (0.27–0.70) | 0.90 | (0.56–1.46) |
No (ref) | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
Current smoking status | ||||||||||||
Smoker | 48.27 *** | (24.12–96.59) | 67.57 *** | (18.02–253.32) | 28.03 *** | (14.26–55.08) | 40.60 *** | (15.38–107.13) | 21.55 *** | (10.99–42.28) | 33.45 *** | (13.10–85.40) |
Non-smoker (ref) | 1 | 1 | 1 | 1 | 1 | 1 |
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Klosterhalfen, S.; Kotz, D.; Kuntz, B.; Zeiher, J.; Starker, A. Waterpipe Use among Adolescents in Germany: Prevalence, Associated Consumer Characteristics, and Trends (German Health Interview and Examination Survey for Children and Adolescents, KiGGS). Int. J. Environ. Res. Public Health 2020, 17, 7740. https://doi.org/10.3390/ijerph17217740
Klosterhalfen S, Kotz D, Kuntz B, Zeiher J, Starker A. Waterpipe Use among Adolescents in Germany: Prevalence, Associated Consumer Characteristics, and Trends (German Health Interview and Examination Survey for Children and Adolescents, KiGGS). International Journal of Environmental Research and Public Health. 2020; 17(21):7740. https://doi.org/10.3390/ijerph17217740
Chicago/Turabian StyleKlosterhalfen, Stephanie, Daniel Kotz, Benjamin Kuntz, Johannes Zeiher, and Anne Starker. 2020. "Waterpipe Use among Adolescents in Germany: Prevalence, Associated Consumer Characteristics, and Trends (German Health Interview and Examination Survey for Children and Adolescents, KiGGS)" International Journal of Environmental Research and Public Health 17, no. 21: 7740. https://doi.org/10.3390/ijerph17217740
APA StyleKlosterhalfen, S., Kotz, D., Kuntz, B., Zeiher, J., & Starker, A. (2020). Waterpipe Use among Adolescents in Germany: Prevalence, Associated Consumer Characteristics, and Trends (German Health Interview and Examination Survey for Children and Adolescents, KiGGS). International Journal of Environmental Research and Public Health, 17(21), 7740. https://doi.org/10.3390/ijerph17217740