Energy Drink Consumption and Substance Use among Middle and High School Students
Abstract
:1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Measures
2.2.1. Outcome Variables
2.2.2. Independent Variable
2.2.3. Potential Moderator
2.2.4. Covariates
2.3. Statistical Analyses
3. Results
4. Discussion
4.1. Summary of Key Findings
4.2. Comparison with Other Literature
4.3. Strengths and Limitations
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Characteristics | Total Sample n = 10,662 | Males n = 4612 | Females n = 6050 | p-Value a | Middle School n = 3498 | High school n = 7164 | p-Value a |
---|---|---|---|---|---|---|---|
Total (%) | 100 | 51.2 | 48.8 | 26.2 | 73.8 | ||
Age (years) | |||||||
Mean (SD) | 15.1 (1.8) | 15.1 (1.7) | 15.0 (1.9) | 0.264 | 12.7 (0.8) | 15.9 (1.2) | <0.001 |
Sex (%) | |||||||
Female | 48.8 | 49.2 | 48.7 | 0. 859 | |||
Male | 51.2 | 50.8 | 51.3 | ||||
Grade | |||||||
7 | 13.0 | 12.4 | 13.7 | 0.710 | 49.7 | 0 | <0.001 |
8 | 13.2 | 13.7 | 12.7 | 50.3 | 0 | ||
9 | 16.1 | 15.5 | 16.8 | 0 | 21.8 | ||
10 | 17.0 | 17.5 | 16.5 | 0 | 23.0 | ||
11 | 17.6 | 16.8 | 18.3 | 0 | 23.8 | ||
12 | 23.1 | 24.2 | 22.0 | 0 | 31.4 | ||
Ethnic background | |||||||
White | 55.5 | 57.8 | 53.2 | 0.234 | 52.9 | 56.5 | 0.236 |
Black | 10.3 | 9.7 | 11.0 | 9.1 | 10.8 | ||
East/South-East Asian | 8.8 | 8.4 | 9.3 | 8.2 | 9.0 | ||
South Asian | 6.9 | 7.0 | 6.8 | 9.0 | 6.2 | ||
Other | 18.4 | 17.1 | 19.8 | 20.8 | 17.6 | ||
Subjective socioeconomic status | |||||||
Mean (SD) | 6.9 (1.7) | 6.9 (1.6) | 6.9 (1.8) | 0.934 | 7.2 (1.7) | 6.8 (1.6) | <0.001 |
Screen time recommendation | |||||||
Not meeting | 66.7 | 66.3 | 67.2 | 0.517 | 60.7 | 68.9 | <0.001 |
Meeting (<2 h/day) | 33.3 | 33.7 | 32.8 | 39.3 | 31.2 | ||
Alcohol use | |||||||
No | 84.8 | 83.7 | 86.1 | 0.995 | 59.7 | 25.0 | <0.001 |
Yes | 15.2 | 16.3 | 13.9 | 40.3 | 75.0 | ||
Smoking tobacco cigarette | |||||||
No | 78.5 | 78.0 | 79.1 | 0.143 | 97.4 | 80.4 | <0.001 |
Yes | 21.5 | 22.1 | 20.9 | 2.6 | 19.6 | ||
Cannabis use | |||||||
No | 83.1 | 82.3 | 83.9 | 0.364 | 97.3 | 71.9 | <0.001 |
Yes | 16.9 | 17.7 | 16.1 | 2.7 | 28.1 | ||
Binge drinking | |||||||
No | 89.3 | 89.6 | 88.9 | 0.165 | 98.4 | 77.6 | <0.001 |
Yes | 10.8 | 10.4 | 11.1 | 1.6 | 22.4 | ||
Nonmedical use of prescribed opioids | |||||||
No | 84.8 | 83.7 | 86.1 | 0.526 | 91.1 | 88.6 | 0.061 |
Yes | 15.2 | 16.3 | 13.9 | 8.9 | 11.4 | ||
Energy drink consumption in the past 12 months | |||||||
No | 65.9 | 58.9 | 73.2 | <0.001 | 76.3 | 62.2 | <0.001 |
Yes | 34.1 | 41.1 | 26.8 | 23.7 | 37.8 |
Characteristics | % (95% CI) | p-Value a |
---|---|---|
Total | 34.1 (31.5–36.9) | |
Age (years) | ||
Mean (SD) | 15.4 (15.3–15.5) | <0.001 |
Sex (%) | ||
Female | 26.8 (24.5–29.3) | <0.001 |
Male | 41.1 (37.8–44.5) | |
Grade | ||
7 | 21.2 (17.8–25.0) | <0.001 |
8 | 26.3 (22.0–31.1) | |
9 | 36.9 (32.1–42.0) | |
10 | 37.8 (30.8–45.3) | |
11 | 36.6 (28.3–45.7) | |
12 | 39.5 (35.0–44.1) | |
Ethnic background | ||
White | 35.6 (32.0–39.4) | 0.002 |
Black | 27.9 (23.6–32.7) | |
East/South-East Asian | 26.3 (22.5–30.5) | |
South Asian | 29.9 (25.3–34.9) | |
Other | 38.5 (33.3–43.8) | |
Subjective socioeconomic status | ||
Mean (SD) | 15.4 (15.3–15.5) | <0.001 |
Screen time | ||
Not meeting | 35.4 (33.0–37.9) | 0.010 |
Meeting | 31.5 (27.7–35.6) | |
Alcohol use in the last 12 months | ||
No | 18.6 (16.8–20.6) | <0.001 |
Yes | 42.1 (38.6–45.7) | |
Smoking tobacco cigarette in the last 12 months | ||
No | 27.7 (25.7–29.7) | <0.001 |
Yes | 70.1 (64.9–74.9) | |
Cannabis use in the last 12 months | ||
No | 26.0 (23.7–28.4) | <0.001 |
Yes | 63.9 (60.2–67.5) | |
Binge drinking in the last 4 weeks | ||
No | 28.7 (26.9–30.7) | <0.001 |
Yes | 60.5 (53.2–67.4) | |
Nonmedical use of prescribed opioid in the last 12 months | ||
No | 31.9 (29.1–34.7) | <0.001 |
Yes | 53.0 (47.5–58.4) |
Model | Alcohol Consumption | Smoking Tobacco Cigarette | Cannabis Use | Binge Drinking | Opioid Use |
---|---|---|---|---|---|
IRR (95% CI) | IRR (95% CI) | IRR (95% CI) | IRR (95% CI) | IRR (95% CI) | |
Model 1 | 1.41 (1.34–1.47) | 4.54 (3.81–5.40) | 3.42 (3.06–3.82) | 2.96 (2.40–3.65) | 2.17 (1.78–2.66) |
Model 2 | 1.31 (1.26–1.36) | 3.74 (3.22–4.35) | 2.90 (2.53–3.32) | 2.46 (2.05–2.96) | 2.23 (1.85–2.68) |
Model 3 | |||||
Energy drink consumption × grade level | 0.85 (0.77–0.93) | 0.43 (0.24–0.80) | 0.27 (0.15–0.46) | 0.60 (0.13–2.65) | 1.33 (0.86–2.07) |
Model 4 | |||||
Energy drink consumption × sex | 1.04 (0.98–1.10) | 0.85 (0.58–1.25) | 1.14 (0.93–1.41) | 1.12 (0.85–1.48) | 0.81 (0.56–1.17) |
Model | Alcohol Consumption | Smoking Tobacco Cigarette | Cannabis Use | Binge Drinking | Opioid Use |
---|---|---|---|---|---|
IRR (95% CI) | IRR (95% CI) | IRR (95% CI) | IRR (95% CI) | IRR (95% CI) | |
Middle school (n = 3498) | |||||
Model 1 | 1.53 (1.39–1.67) | 8.58 (4.79–15.37) | 10.72 (6.24–18.42) | 4.09 (0.92–18.15) | 1.79 (1.26–2.54) |
Model 2 | 1.43 (1.30–1.57) | 7.97 (4.43–14.33) | 10.27 (5.63–18.75) | 3.33 (0.65–17.11) | 1.78 (1.23–2.58) |
High school (n = 7164) | |||||
Model 1 | 1.29 (1.24–1.35) | 3.84 (3.25–4.54) | 2.86 (2.55–3.19) | 2.53 (2.11–3.04) | 2.25 (1.74–2.92) |
Model 2 | 1.28 (1.23–1.33) | 3.54 (3.04–4.12) | 2.73 (2.38–3.12) | 2.39 (2.00–2.85) | 2.35 (1.89–2.92) |
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Sampasa-Kanyinga, H.; Masengo, L.; Hamilton, H.A.; Chaput, J.-P. Energy Drink Consumption and Substance Use among Middle and High School Students. Int. J. Environ. Res. Public Health 2020, 17, 3110. https://doi.org/10.3390/ijerph17093110
Sampasa-Kanyinga H, Masengo L, Hamilton HA, Chaput J-P. Energy Drink Consumption and Substance Use among Middle and High School Students. International Journal of Environmental Research and Public Health. 2020; 17(9):3110. https://doi.org/10.3390/ijerph17093110
Chicago/Turabian StyleSampasa-Kanyinga, Hugues, Lydie Masengo, Hayley A. Hamilton, and Jean-Philippe Chaput. 2020. "Energy Drink Consumption and Substance Use among Middle and High School Students" International Journal of Environmental Research and Public Health 17, no. 9: 3110. https://doi.org/10.3390/ijerph17093110
APA StyleSampasa-Kanyinga, H., Masengo, L., Hamilton, H. A., & Chaput, J. -P. (2020). Energy Drink Consumption and Substance Use among Middle and High School Students. International Journal of Environmental Research and Public Health, 17(9), 3110. https://doi.org/10.3390/ijerph17093110