| Literature DB >> 35293519 |
Zachary L Mannes1,2, Deborah S Hasin1,2,3, Silvia S Martins1, Priscila D Gonçalves1, Ofir Livne1, Lucio G de Oliveira4, Arthur G de Andrade4,5, Larkin S McReynolds1,2,3, David McDuff6,7, Brian Hainline8,9, João M Castaldelli-Maia1,4,5.
Abstract
OBJECTIVE: We examined the prevalence of risky alcohol and cannabis use among Brazilian varsity college athletes and whether this group had a greater likelihood of risky use than non-athletes.Entities:
Mesh:
Year: 2022 PMID: 35293519 PMCID: PMC9169487 DOI: 10.1590/1516-4446-2021-2236
Source DB: PubMed Journal: Braz J Psychiatry ISSN: 1516-4446
Sociodemographic characteristics, mental health, and substance use by athlete status (n=12,711)
| Variables | Non-athlete
| Recreational athlete
| Varsity athlete
| Total
| Test statistic | p-value |
|---|---|---|---|---|---|---|
| Sociodemographic characteristics | ||||||
| Age (16-84) | 26.38 (23.85-28.91) | 24.82 (22.60-27.05) | 21.76 (29.92-22.60) | 25.77 (24.12-28.78) | 60.93 |
|
| Sex | 788.48 |
| ||||
| Male | 37.4 | 57.4 | 79.6 | 43.1 | ||
| Female | 65.3 | 42.6 | 20.4 | 56.9 | ||
| Race | 57.26 |
| ||||
| White | 60.5 | 66.4 | 51.3 | 62.3 | ||
| Black | 7.4 | 4.5 | 11.1 | 6.5 | ||
| Biracial | 25.7 | 22.6 | 27.0 | 24.7 | ||
| Asian | 1.8 | 3.6 | 2.9 | 2.5 | ||
| Other | 4.5 | 2.9 | 7.8 | 4.1 | ||
| Socioeconomic status | 20.89 (20.36-21.43) | 22.86 (21.97-23.75) | 23.27 (21.37-25.16) | 21.60 (20.92-22.28) | 209.56 |
|
| Religion | 77.74 |
| ||||
| None | 15.2 | 13.8 | 22.6 | 14.9 | ||
| Catholic | 46.9 | 56.0 | 49.4 | 50.0 | ||
| Spiritist | 9.6 | 7.9 | 3.5 | 8.9 | ||
| Evangelical | 19.4 | 14.1 | 6.7 | 17.4 | ||
| Other | 8.9 | 8.1 | 17.8 | 8.8 | ||
| Marital status | 141.74 |
| ||||
| Single | 72.3 | 81.1 | 94.4 | 75.7 | ||
| Married | 22.9 | 15.5 | 5.4 | 20.1 | ||
| Divorced/widowed/separated | 4.8 | 3.3 | 0.2 | 4.2 | ||
| University region | 143.39 |
| ||||
| North | 20.4 | 14.7 | 10.8 | 18.1 | ||
| Northeast | 25.8 | 24.2 | 22.1 | 25.2 | ||
| South | 17.4 | 22.8 | 16.6 | 19.2 | ||
| Southeast | 19.9 | 20.4 | 23.1 | 20.2 | ||
| Midwest | 16.4 | 17.9 | 27.4 | 17.3 | ||
| Employment | 8.72 |
| ||||
| Unemployed | 40.1 | 39.4 | 40.7 | 39.9 | ||
| Any employment | 59.9 | 60.6 | 59.3 | 60.1 | ||
| Academic performance | 0.906 | 0.636 | ||||
| Conditional pass | 11.3 | 13.5 | 20.6 | 12.3 | ||
| Satisfactory | 88.7 | 86.5 | 79.4 | 87.7 | ||
| Area of study | 202.14 | < 0.0001 | ||||
| Biological/health sciences | 24.3 | 26.1 | 47.8 | 25.7 | ||
| Exact sciences | 24.0 | 30.4 | 27.2 | 26.2 | ||
| Humanities | 51.6 | 43.5 | 27.2 | 48.1 | ||
| Mental health | ||||||
| Psychological distress | 4.88 (4.78-4.99) | 4.12 (3.76-4.49) | 4.32 (3.65-4.99) | 4.61 (4.49-4.73) | 23.42 |
|
| Depressive symptoms | 6.52 (6.22-6.83) | 6.08 (5.35-6.81) | 5.70 (4.68-6.72) | 6.34 (5.98-6.71) | 25.95 |
|
| Moderate- to high risk substance use | ||||||
| Tobacco | 16.3 | 18.4 | 14.0 | 17.0 | 1.16 | 0.558 |
| Alcohol | 37.8 | 52.1 | 67.6 | 43.2 | 204.54 |
|
| Cannabis | 4.5 | 8.4 | 10.7 | 5.9 | 46.01 |
|
| Other illicit drugs | 6.3 | 7.4 | 4.3 | 6.7 | 0.052 | 0.974 |
M = mean.
Bold values indicate p < 0.05.
Chi-square value for categorical predictors and F-value for continuous predictors.
Continuous measure from 1.5-33.5; higher values indicate higher socioeconomic status.
The Kessler 6 is a continuous measure from 0-24; higher values indicate more severe psychological distress over the past 30 days.
The Beck Depression Inventory-2 is a continuous measure from 0-63; higher values indicate more severe depressive symptoms over the past two weeks.
Moderate- to high-risk substance use in the past 3 months.
The Alcohol, Smoking and Substance Involvement Screening Test assessed moderate- to high risk substance use, which was defined as a score of ≥11 for alcohol and ≥ 4 for cannabis, tobacco, and other illicit drugs.
Includes ecstasy, inhalants, amphetamines, crack/cocaine, and sedatives/hypnotics.
Associations between athlete status and moderate- to high-risk alcohol use (n=12,711)
| Variables | OR (95%CI) | aOR (95%CI) |
|---|---|---|
| Athlete status | ||
| Non-athlete | Ref | Ref |
| Recreational athlete |
| 1.37 (0.89-2.13) |
| Varsity athlete |
|
|
| Age | 0.98 (0.97-1.00) | 0.99 (0.98-1.02) |
| Sex | ||
| Male | Ref | Ref |
| Female |
|
|
| Race | ||
| White | Ref | Ref |
| Black |
| 1.08 (0.54-2.18) |
| Biracial | 0.84 (0.68-1.04) | 1.00 (0.81-1.23) |
| Asian | 1.05 (0.70-1.55) | 1.06 (0.61-1.86) |
| Other | 0.75 (0.40-1.38) | 0.77 (0.31-1.87) |
| Socioeconomic status |
|
|
| Religion | ||
| None | Ref | Ref |
| Catholic |
|
|
| Spiritist | 0.86 (0.67-1.11) | 0.92 (0.64-1.31) |
| Evangelical |
|
|
| Other | 0.78 (0.36-1.65) | 0.68 (0.31-1.49) |
| Marital status | ||
| Single | Ref | Ref |
| Married |
| 0.87 (0.61-1.24) |
| Divorced/widowed/separated | 1.39 (0.98-1.97) | 1.17 (0.65-2.09) |
| Employment | ||
| Unemployed | Ref | Ref |
| Any employment | 1.16 (0.96-1.40) |
|
| University region | ||
| North | Ref | Ref |
| Northeast |
| 1.08 (0.66-1.76) |
| South |
| 1.31 (0.77-2.26) |
| Southeast |
|
|
| Midwest |
| 1.25 (0.76-2.01) |
| Area of study | ||
| Humanities | Ref | Ref |
| Biological/health sciences | 0.85 (0.64-1.14) | 0.86 (0.61-1.22) |
| Exact sciences | 1.31 (0.96-1.78) | 0.75 (0.55-1.03) |
| Psychological distress |
|
|
| Depressive symptoms |
|
|
95%CI = 95% confidence interval, aOR = adjusted odds ratio; OR = odds ratio.
Bold values indicate statistical significance at p < 0.05.
Model included athlete status, age, sex, race, socioeconomic status, religion, marital status, employment, university region, area of study, psychological distress, and depressive symptoms.
Continuous measure from 1.5-33.5; higher values indicate higher socioeconomic status.
The Kessler 6 is a continuous measure from 0-24; higher values indicate more severe psychological distress over the past 30 days.
Beck Depression Inventory-2 (BDI-II) is a continuous measure from 0-63; higher values indicate more severe depressive symptoms over the past two weeks.
Associations between athlete status and moderate- to high-risk cannabis use (n=12,711)
| Variables | OR (95%CI) | aOR (95%CI) |
|---|---|---|
| Athlete status | ||
| Non-athlete | Ref | Ref |
| Recreational athlete |
| 1.59 (0.94-2.71) |
| Varsity athlete |
| 1.36 (0.49-3.78) |
| Age |
| 1.02 (0.97-0.1.07) |
| Sex | ||
| Male | Ref | Ref |
| Female |
|
|
| Race | ||
| White | Ref | Ref |
| Black |
|
|
| Biracial |
| 0.48 (0.18-1.26) |
| Asian |
| 0.20 (0.03-1.55) |
| Other | 1.64 (0.49-5.39) | 1.25 (0.42-3.69) |
| Socioeconomic status |
|
|
| Religion | ||
| None | Ref | Ref |
| Catholic |
|
|
| Spiritist |
|
|
| Evangelical |
|
|
| Other |
|
|
| Marital status | ||
| Single | Ref | Ref |
| Married |
|
|
| Divorced/widowed/separated | 0.37 (0.05-2.47) | 0.15 (0.02-1.45) |
| Employment | ||
| No employment | Ref | Ref |
| Any employment | 1.15 (0.60-2.20) | 1.05 (0.36-3.05) |
| University region | ||
| North | Ref | Ref |
| Northeast | 0.97 (0.34-2.74) | 0.92 (0.29-2.96) |
| South | 2.61 (0.95-7.20) | 2.72 (0.96-7.75) |
| Southeast | 2.49 (0.90-6.91) | 2.59 (0.87-7.71) |
| Midwest | 2.01 (0.77-5.26) | 2.15 (0.70-6.55) |
| Area of study | ||
| Humanities | Ref | Ref |
| Biological/health sciences | 0.55 (0.19-1.57) | 0.79 (0.22-2.77) |
| Exact Sciences | 0.86 (0.49-1.50) | 1.01 (0.26-3.95) |
| Psychological distress | 1.00 (0.95-1.05) | 1.19 (0.88-1.63) |
| Depressive symptoms |
| 1.05 (0.98-1.11) |
95%CI = 95% confidence interval, aOR = adjusted odds ratio; OR = odds ratio.
Bold values indicate statistical significance at p < 0.05.
Model included athlete status, age, sex, race, socioeconomic status, religion, marital status, employment, university region, area of study, psychological distress, and depressive symptoms.
Continuous measure from 1.5-33.5; higher values indicate higher SES.
The Kessler 6 is a continuous measure from 0-24; higher values indicate more severe psychological distress in the past 30 days.
The Beck Depression Inventory-2 is a continuous measure from 0-63; higher values indicate more severe depressive symptoms over the past two weeks.