| Literature DB >> 29566003 |
M P Tavolacci1,2, J Delay3, S Grigioni2,3, P Déchelotte2,3, J Ladner2,4.
Abstract
BACKGROUND: Healthcare students are future health care providers and serve as role models and coaches to enhance behaviors for healthy lifestyles. However healthcare students face multiple stressors that could lead to adopting risk behaviors.Entities:
Mesh:
Year: 2018 PMID: 29566003 PMCID: PMC5863977 DOI: 10.1371/journal.pone.0194188
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Baseline characteristics and frequencies of substance use of healthcare students in 2007 and 2015 (N = 2605).
| 2007 | 2015 | p | |
|---|---|---|---|
| Age (years) mean (SD) | 22.0 (3.4) | 21.7 (2.9) | 0.04 |
| Male gender (%) | 26.9 | 36.8 | <0.0001 |
| Student job holder (%) | 28.7 | 26.3 | 0.16 |
| Student grant holder (%) | 26.0 | 24.3 | 0.29 |
| Accomodation (%) | <0.0001 | ||
| At parents | 33.1 | 24.1 | |
| In rented accommodation | 61.1 | 70.8 | |
| On campus | 5.8 | 5.1 | |
| Living with a partner (%) | 41.1 | 52.2 | <0.0001 |
| Academic year of study (%) | <0.0001 | ||
| 1 | 21.6 | 12.4 | |
| 2 | 29.3 | 34.9 | |
| 3 | 25.8 | 26.3 | |
| >3 | 23.3 | 30.3 | |
| Body Mass Index (%) | 0.73 | ||
| Underweight | 7.8 | 7.9 | |
| Normal | 81.1 | 81.3 | |
| Overweight | 9.1 | 9.4 | |
| Obese | 1.9 | 1.3 | |
| Stress mean (SD) | 14.1 (6.8) | 14.0 (6.9) | 0.84 |
| Lifetime consumption of psychotropic drugs (%) | 30.0 | 25.0 | 0.003 |
| Regular practice of sport (%) | 63.5 | 73.7 | <0.0001 |
| Duration of sport mean (min/week) (SD) | 138.7 (89.7) | 158.4 (99.3) | <0.0001 |
| Tobacco smoking (%) | 21.3 | 24.9 | 0.02 |
| Cigarettes/day mean (SD) | 9.5 (5.3) | 7.4 (4.6) | <0.0001 |
| Cannabis use (%) | <0.0001 | ||
| No | 80.8 | 66.9 | |
| Occasional | 23.5 | 30.8 | |
| Regular | 4.3 | 2.3 | |
| Consumption of alcohol (%) | <0.0001 | ||
| Never | 9.3 | 5.9 | |
| Occasional | 74.8 | 69.7 | |
| Frequent | 15.9 | 24.4 | |
| Binge drinking (%) | <0.0001 | ||
| Never | 39.9 | 27.3 | |
| Occasional | 52.1 | 58.6 | |
| Frequent | 7.9 | 14.1 | |
| Eating disorder (%) | 24.4 | 23.0 | 0.41 |
| Composite measure of health risks (%) | 0.15 | ||
| 0 | 42.8 | 39.7 | |
| 1 | 37.2 | 37.2 | |
| 2 | 15.2 | 18.1 | |
| 3 and 4 | 4.8 | 5.0 |
Time trend model: changes in health risk behavior between 2007 and 2015 after logistic regression (N = 2605).
| aOR CI95% | p | |
|---|---|---|
| Lifetime consumpttion of Psychotropic drugs | 0.73 (0.61–0.88) | 0.001 |
| Regular practice of sport | 1.33 (1.10–1.60) | 0.002 |
| Tobacco smoking | 1.22 (0.98–1.53) | 0.08 |
| Cannabis use | ||
| No | 1 | |
| Occasional | 0.92 (0.74–1.14) | 0.43 |
| Regular | 0.32 (0.19–0.54) | <0.0001 |
| Consumption of alcohol | ||
| Never | 1 | |
| Occasional | 0.96 (0.67–1.35) | 0.80 |
| Frequent | 0.32 (0.87–2.01) | 0.19 |
| Binge drinking | ||
| Never | 1 | |
| Occasional | 1.48 (1.20–1.83) | <0.0001 |
| Frequent | 1.73 (1.19–2.51) | 0.004 |
Model adujsted for the variables in the table and socio demographic factors (age, gender, student job, accommodation, living in couple, curriculum, academic year).
Time trend model: change in composite measure of health risks between 2007 and 2015 after logistic regression (N = 2605).
| aOR CI95% | p | |
|---|---|---|
| Composite measure of health risks | ||
| 0 | 1 | |
| 1 | 1.12 (0.95–1.34) | 0.19 |
| 2 | 1.31 (1.17–1.66) | 0.02 |
| 3 or 4 | 1.17 (0.80–1.71 | 0.43 |
Model adujsted for socio demographic factors (age, gender, student job, accommodation, living in couple, curriculum, academic year).
Baseline characteristics and frequencies of substance use among nursing, paramedical, pharmacy and medical students (2007 and 2015) (N = 2605).
| Nursing | Physiotherapy (n = 280) | Pharmacy (n = 362) | Medical (n = 1225) | p | |
|---|---|---|---|---|---|
| Age years Mean (SD) | 22.8 (4.98) | 21.2 (2.39) | 21.7 (1.75) | 21.6 (1.78) | <0.001 |
| Male gender (%) | 17.5 | 33.2 | 34.5 | 39.0 | <0.0001 |
| Student job holder (%) | 24.4 | 20.4 | 46.8 | 26.0 | <0.0001 |
| Student grant holder (%) | 30.5 | 27.5 | 19.8 | 22.6 | <0.0001 |
| Accommodation (%) | <0.0001 | ||||
| At parents | 34.0 | 31.8 | 30.8 | 23.5 | |
| In rented accommodation | 60.9 | 61.1 | 62.5 | 71.7 | |
| On campus | 5.1 | 7.1 | 6.7 | 4.8 | |
| Living with partner (%) | 45.9 | 44.0 | 47.0 | 47.8 | 0.56 |
| Academic year of study (%) | 5 | <0.0001 | |||
| 1 | 39.3 | 42.2 | 0 | 0 | |
| 2 | 34.1 | 29.4 | 30.7 | 27.3 | |
| 3 | 26.1 | 27.4 | 31.3 | 24.2 | |
| >3 | NA | NA | 38.0 | 48.5 | |
| Body Mass Index (%) | 0.001 | ||||
| Underweight | 8.3 | 8.6 | 6.1 | 7.6 | |
| Normal | 77.0 | 78.7 | 83.1 | 84.1 | |
| Overweight | 11.7 | 10.9 | 8.4 | 7.5 | |
| Obese | 3.0 | 1.7 | 8.4 | 0.7 | |
| Stress Mean (SD) | 15.4 (6.8) | 14.6 (6.6) | 14.7 (7.0) | 12.9 (6.9) | 0.49 |
| Psychotropic drugs (%) | 33.3 | 30.0 | 30.6 | 25.2 | 0.002 |
| Regular Practice of sport (%) | 57.4 | 66.9 | 70.3 | 76.0 | <0.0001 |
| Duration of sport mean (min/week) (SD) | 138.5 (88.8) | 164.5 (103.6) | 128.7 (84.9) | 155.4 (97.2) | 0.001 |
| Tobacco smoking % | 30.2 | 24.4 | 16.5 | 20.2 | <0.0001 |
| Cannabis use (%) | <0.0001 | ||||
| No | 73.2 | 66.6 | 77.3 | 66.0 | |
| Occasional | 22.6 | 29.5 | 20.2 | 31.2 | |
| Regular | 4.2 | 3.9 | 2.5 | 2.8 | |
| Consumption of alcohol (%) | <0.0001 | ||||
| Never | 10.3 | 6.8 | 8.6 | 6.2 | |
| Occasional | 76.1 | 73.5 | 73.3 | 69.0 | |
| Frequent | 13.6 | 19.7 | 18.1 | 24.8 | |
| Binge drinking (%) | <0.0001 | ||||
| Never | 45.2 | 30.3 | 34.0 | 27.7 | |
| Occasional | 49.9 | 57.8 | 55.0 | 57.9 | |
| Frequent | 4.9 | 11.9 | 11.0 | 14.4 | |
| Eating disorders (%) | 30.6 | 26.0 | 22.4 | 18.9 | <0.0001 |
| Composite measure of health risks (%) | <0.0001 | ||||
| 0 | 34.9 | 38.3 | 43.1 | 45.5 | |
| 1 | 38.1 | 38.3 | 40.6 | 35.3 | |
| 2 | 19.8 | 16.6 | 14.9 | 15.3 | |
| 3 or 4 | 7.2 | 6.8 | 1.4 | 3.9 |
NA: Not Applicable
Fig 1Prevalence of tobacco smoking in 2007 and 2015 according to the curriculum of healthcare students.
N = 2605
*:<0.05
**:<0.001.
Fig 2Prevalence of heavy drinking in 2007 and 2015 according to the curriculum of healthcare students.
N = 2605
*:<0.05
**:<0.001
Heavy dinking: more than two drinks per day on average for men or more than one drink per day on average for women or frequent binge drinking.
Fig 3Prevalence of overweight/obesity in 2007 and 2015 according to the curriculum of healthcare students.
N = 2605
*:<0.05
**:<0.001.
Fig 4Prevalence of regular practice of sport in 2007 and 2015 according to the curriculum of healthcare students.
N = 2605
*:<0.05
**:<0.001.
Curriculum models: specificities in health behaviors according to the curriculum of healthcare students after logistic regression (N = 2605).
| Nursing | Physiotherapy | p | Pharmacy | p | Medical | p | |
|---|---|---|---|---|---|---|---|
| Model 1 | |||||||
| Body Mass Index | |||||||
| Normal | 1 | 1 | 1 | 1 | |||
| Underweight | 1 | 1.10 (0.70–1.74) | 0.68 | 0.77 (0.44–1.37 | 0.38 | 0.89 (0.56–1.41) | 0.62 |
| Overweight and Obese | 1 | 0.90 (0.61–1.33) | 0.28 | 0.79 (0.49–1.29) | 0.35 | 0.64 (0.42–0.97) | 0.03 |
| Model 2 | |||||||
| Lifetime of consumption of psychotropic drugs | 1 | 1.13 (0.85–1.50) | 0.74 | 1.14 (0.81–1.60) | 0.57 | 1.08 (0.80–1.44) | 0.25 |
| Model 3 | |||||||
| Regular practice of sport | 1 | 1.19 (0.90–1.60) | 0.23 | 1.21 (0.86–1.70) | 0.28 | 1.55 (1.15–2.08) | 0.004 |
| Model 4 | |||||||
| Tobacco smoking | 1 | 0.61 (0.44–0.86) | 0.005 | 0.35 (0.23–0.54) | <10−4 | 0.36 (0.25–0.51) | <0.0001 |
| Model 5 | |||||||
| Cannabis use | |||||||
| No | 1 | 1 | 1 | 1 | |||
| Occasional | 1 | 0.97 (0.69–1.37) | 0.87 | 0.53 (0.35–0.81) | 0.004 | 0.86 (0.60–1.22) | 0.39 |
| Regular | 1 | 0.61 (0.29–1.33) | 0.21 | 0.47 (0.18–1.26) | 0.14 | 0.80 (0.36–1.77) | 0.58 |
| Model 6 | |||||||
| Consumption of alcohol | ) | ) | |||||
| Never | 1 | 1 | 1 | 1 | |||
| Occasional | 1 | 1.31 (0.78–0.20) | 0.29 | 0.77 (0.43–1.37) | 0.38 | 0.75 (0.45–1.23) | 0.26 |
| Frequent | 1 | 1.93 (1.03–3.60) | 0.04 | 1.46 (0.72–2.92) | 0.29 | 1.78 (1.00–3.31) | 0.05 |
| Model 7 | 1 | ||||||
| Binge drinking | |||||||
| Never | 1 | 1 | 1 | ||||
| Occasional | 1 | 1.51 (1.10–2.08 | 0.01 | 1.43 (0.99–2.09) | 0.06 | 1.23 (0.89–1.70 | 0.21 |
| Frequent | 1 | 2.26 (1.25–4.08) | 0.01 | 3.23 (1.64–6.35) | 0.01 | 2.88 (1.60–5.17) | <0.0001 |
| Model 8 | |||||||
| Eating disorders | 1 | 0.90 (0.66–1.22) | 0.49 | 0.83 (0.57–1.21) | 0.34 | 0.72 (0.52–0.99) | 0.04 |
| Model 9 | |||||||
| Composite measure of health risks | ) | ||||||
| 0 | 1 | 1 | 1 | 1 | |||
| 1 | 1 | 0.93 (0.70–1.25) | 0.01 | 0.85 (0.61–1.18) | 0.33 | 0.66 (0.50–0.89) | 0.005 |
| 2 | 1 | 0.70 (0.49–1.02) | 0.07 | 0.66 (0.43–1.03) | 0.07 | 0.66 (0.46–0.93) | 0.02 |
| 3 or 4 | 1 | 0.82 (0.48–1.41) | 0.48 | 0.15 (0.05–0.42) | <10−4 | 0.41 (0.23–0.73) | 0.003 |
The nine models were adujsted for socio-demographic factors (age, gender, accommodation, job, grant, accommodation, academic year of study) and the survey year.
Added adjusted variables:
a tobacco smoking, cannabis use, consumption of alcohol and binge drinking
b cannabis use, consumption of alcohol and binge drinking
c tobacco smoking, consumption of alcohol and binge drinking
d tobacco smoking, cannabis use and binge drinking
e tobacco smoking, cannabis use and consumption of alcohol
No colinearity beetween alochol, binge drinking, tobacco and cannabis use