| Literature DB >> 32365667 |
Hugues Sampasa-Kanyinga1,2, Lydie Masengo3, Hayley A Hamilton4,5, Jean-Philippe Chaput1,2.
Abstract
This study examined the association between energy drink consumption and substance use among adolescents and tested whether sex and/or grade level (i.e., middle vs. high school) moderate the association. Data were derived from the 2017 Ontario Student Drug Use and Health Survey, a representative survey of students in 7th to 12th grade. Analyses included 10,662 students who self-reported information on energy drink consumption and substance use. Poisson regression models were used with adjustments for important covariates. Energy drink consumption was associated with tobacco cigarette smoking (incidence rate ratio (IRR): 3.74; 95% confidence interval (CI): 3.22-4.35), cannabis use (IRR: 2.90; 95% CI: 2.53-3.32), binge drinking (IRR: 2.46; 95% CI: 2.05-2.96), opioid use (IRR: 2.23; 95% CI: 1.85-2.68), and alcohol use (IRR: 1.31; 95% CI: 1.26-1.36). The associations of energy drink consumption with tobacco cigarette smoking, cannabis use, and alcohol consumption were modified by grade level (two-way interaction terms p < 0.05). The association between energy drink consumption and substance use was generally much stronger among middle school students compared with high school students. The findings suggest that middle school students may be more vulnerable to the negative effects of energy drinks in relation with substance use.Entities:
Keywords: adolescents; drug use; energy drinks; high school; middle school; sex
Year: 2020 PMID: 32365667 PMCID: PMC7246708 DOI: 10.3390/ijerph17093110
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Descriptive characteristics of the full sample and stratified by sex and grade level.
| Characteristics | Total Sample | Males | Females | Middle School | High school | ||
|---|---|---|---|---|---|---|---|
| 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 | ||
Data are shown as weighted %, unless otherwise indicated. SD: standard deviation; SES: socioeconomic status. a p-Value of difference between males and females or middle and high school students based on a Pearson’s χ2-test transformed into an F-statistic for categorical data or an adjusted (for survey design) Wald test for continuous data.
Bivariate associations between energy drink consumption in the past 12 months, sociodemographic, and behavioral characteristics among adolescents.
| Characteristics | % (95% CI) | |
|---|---|---|
| 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) | |
Data are shown as weighted %, unless otherwise indicated. CI: confidence intervals; SD: standard deviation; SES: socioeconomic status. a p-Value of association with energy drink consumption based on a Pearson’s χ2-test transformed into an F-statistic.
Crude and adjusted Poisson regression models for the associations between energy drink consumption in the past 12 months and substance use outcomes among adolescents, OSDUHS, 2017 (n = 10,662).
| 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) | |
|
| 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) |
|
| 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) |
|
| |||||
| 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) |
|
| |||||
| 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) |
OSDUHS: Ontario Student Drug Use and Health Survey; IRR: incidence rate ratio; CI: confidence interval; NS: nonsignificant. Model 1 is unadjusted; Model 2 is adjusted for age, sex, ethnicity, subjective socioeconomic status, and screen time; Model 3 is Model 2 + interaction term between energy drink consumption and grade level; Model 4 is Model 2 + interaction term between energy drink consumption and sex.
Crude and adjusted Poisson regression models for the associations between energy drink consumption in the past 12 months and substance use outcomes stratified by grade level, OSDUHS, 2017 (n = 10,662).
| Model | Alcohol Consumption | Smoking Tobacco | Cannabis Use | Binge Drinking | Opioid Use |
|---|---|---|---|---|---|
| IRR (95% CI) | IRR (95% CI) | IRR (95% CI) | IRR (95% CI) | IRR (95% CI) | |
|
| |||||
| 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) |
|
| |||||
| 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) |
OSDUHS: Ontario Student Drug Use and Health Survey; IRR: incidence rate ratio; CI: confidence interval. Model 1 is unadjusted. Model 2 is adjusted for age, sex, ethnicity, subjective socioeconomic status, and screen time.