Prevalence, Incidence, and Factors Associated With Substance Use Among Medical Students: A 2-Year Longitudinal Study

Measuring wellbeing: A scoping review of metrics and studies measuring medical student wellbeing across multiple timepoints

PURPOSE

Studies have demonstrated poor mental health in medical students. However, there is wide variation in study design and metric use, impairing comparability. The authors aimed to examine the metrics and methods used to measure medical student wellbeing across multiple timepoints and identify where guidance is necessary.

METHODS

Five databases were searched between May and June 2021 for studies using survey-based metrics among medical students at multiple timepoints. Screening and data extraction were done independently by two reviewers. Data regarding the manuscript, methodology, and metrics were analyzed.

RESULTS

221 studies were included, with 109 observational and 112 interventional studies. There were limited studies (15.4%) focused on clinical students. Stress management interventions were the most common (40.2%). Few (3.57%) interventional studies followed participants longer than 12 months, and 38.4% had no control group. There were 140 unique metrics measuring 13 constructs. 52.1% of metrics were used only once.

CONCLUSIONS

Unique guidance is needed to address gaps in study design as well as unique challenges surrounding medical student wellbeing surveys. Metric use is highly variable and future research is necessary to identify metrics specifically validated in medical student samples that reflect the diversity of today's students.

Drug use among medical students in São Paulo, Brazil: a cross-sectional study during the coronavirus disease 2019 pandemic

BACKGROUND

Medical students demonstrate higher rates of substance use than other university students and the general population. The challenges imposed by the coronavirus disease 2019 (COVID-19) pandemic raised significant concerns about mental health and substance use.

OBJECTIVES

Assess the current prevalence of substance use among medical students at the University of São Paulo and evaluate the impact of the COVID-19 pandemic on drug consumption.

DESIGN AND SETTING

A cross-sectional study was conducted on 275 medical students from the University of São Paulo Medical School (São Paulo, Brazil) in August 2020.

METHODS

Substance use (lifetime, previous 12 months, and frequency of use before and during the COVID-19 pandemic) and socioeconomic data were assessed using an online self-administered questionnaire. Symptoms of depression were assessed using the Patient Health Questionnaire-9.

RESULTS

Alcohol was the most consumed substance in their lifetime (95.6%), followed by illicit drugs (61.1%), marijuana (60%), and tobacco (57.5%). The most commonly consumed substances in the previous year were alcohol (82.9%), illicit drugs (44.7%), marijuana (42.5%), and tobacco (36%). Students in the first two academic years consumed fewer substances than those from higher years. There was a decreasing trend in the prevalence of most substances used after the COVID-19 pandemic among sporadic users. However, frequent users maintained their drug use patterns.

CONCLUSION

The prevalence of substance use was high in this population and increased from the basic to the clinical cycle. The COVID-19 pandemic may have affected the frequency of drug use and prevalence estimates.

Mental health throughout the medical career: A comparison of depression, anxiety, and stress levels among medical students, residents, and physicians

BACKGROUND

Different stages of a physician's career may be associated with different types of mental health impairment.

AIMS

This study aimed to compare symptoms of anxiety, depression, and stress and their associated factors among medical students, medical residents, and physicians.

METHODS

A cross-sectional study was conducted. Data collection included sociodemographic data, religiosity (Duke University Religion Index), and mental health (21-item Depression, Anxiety and Stress Scale - DASS-21) data. The comparison between the groups was performed using ANOVA, and the associated factors were evaluated via linear regression models.

RESULTS

The sample consisted of 1,417 participants: 778 medical students, 190 medical residents, and 468 established physicians. Medical students had significantly higher depression, anxiety, and stress scores as compared to medical residents and established physicians. However, regarding DASS 21 scores, no significant differences were found between established physicians and medical residents. The factors associated with mental health in the different groups showed that being married and male were associated with better mental health among physicians and medical residents, while the factors of male gender, being in later years of the course, and lower religious attendance were associated with better mental health in students.

CONCLUSION

Medical students had worse mental health outcomes when compared to residents and established physicians. Interventions are needed to minimize suffering during medical education and career.

Cannabis use, risk behaviours and harms in Brazil: A comprehensive review of available data indicators

ISSUES

Cannabis use and related health/social outcome indicator data for Brazil-where non-medical cannabis is generally illegal-are limited.

APPROACH

Towards a comprehensive overview of relevant indicators, we searched primary databases by combining MeSH-index terms related to cannabis, geographic location and subtopic terms (e.g., use, health, mortality) focusing on cannabis use and key outcome indicators in Brazil since 2010. In addition, relevant 'grey literature' (e.g., survey reports) was identified. Key indicator data were mainly narratively summarised.

KEY FINDINGS

Overall, cannabis use has increased somewhat since pre-2010, with (past-year) use rates measured at 2-3% for general population adults, yet 5% or higher among youth and/or (e.g., post-secondary) student populations. For key risk behaviours, the presence of tetrahydrocannabinol-positivity among motor-vehicle drivers has been measured at <2%. While the prevalence of cannabis use disorder appears to have decreased, the relative proportion of treatment provided for cannabis-related problems increased. National- and local-based studies indicated an association of cannabis use with mental health harms, including depression and suicidality. Although some non-representative and/or local studies contain information, other monitoring data, including cannabis-related risks and harms (e.g., cannabis-related driving, mortality, hospitalisations), are limited in availability.

IMPLICATIONS AND CONCLUSION

The prevalence of cannabis use in Brazil is comparably low (e.g., relative to elsewhere in the Americas). Data on numerous key cannabis-related indicators is absent, or limited in scope for Brazil. Considering ongoing evolutions in cannabis control and its status as the most common illicit drug, more comprehensive surveillance of cannabis use and related outcomes is advised.

Patterns of high-risk drinking among medical students: A web-based survey with machine learning

BACKGROUND

Prior studies have found increased rates of alcohol consumption among physicians and medical students. The present study aims to build machine learning (ML) models to identify patterns of high-risk drinking (HRD), including alcohol use disorder, within this population.

METHODS

We analyzed data collected through a web-based survey among Brazilian medical students. Variables included sociodemographic data, personal information, university status, and mental health. Stratification for HRD was carried out based on the AUDIT-C scores. Three ML algorithms were used to build classifiers to predict HRD among medical students: elastic net regularization, random forest, and artificial neural networks. Model interpretation techniques were adopted to assess the most influential predictors for models' decisions, which represent potential factors associated with HRD.

RESULTS

A total of 4840 medical students were included in the study. The prevalence of HRD was 53.03%. The three ML models built were able to distinguish individuals with HRD from low-risk drinking (LRD) with very similar performance. The average AUC scores in the cross-validation procedure were around 0.72, and this performance was replicated in the test set. The most important features for the ML models were the use of tobacco and cannabis, monthly family income, marital status, sexual orientation, and physical activities.

CONCLUSIONS

This study proposes that ML models may serve as tools for initial screening of students regarding their susceptibility for at-risk drinking or alcohol use disorder. In addition, we identified several key factors associated with HRD that could be further investigated and explored for preventive and assistance measures.

Substance use behavior and its lifestyle-related risk factors in Bangladeshi high school-going adolescents: An exploratory study

Substance abuse is a major concern worldwide and is increasing rapidly in Bangladesh. However, there are no prior studies concerning lifestyle-related factors that influence adolescents' substance use behavior. Therefore, the present study investigated the prevalence of substance use and its associated sociodemographic and lifestyle-related risk factors among a total of 424 Bangladeshi high school-going adolescents through a structured questionnaire interview study. The survey questionnaire consisted of socio-demographics, lifestyle-related information, and substance use-related questions. For data analysis, descriptive and inferential statistics were performed using SPSS (Statistical Package for Social Science) version 22.0, and a p-value of <0.05 determined statistical significance. Results showed that 21.2%, 14.4%, and 15.1% of the participants reported smoking, using a drug, and consuming alcohol, respectively, at least once during their lifespan; whereas the current (i.e., past-month) rates were reported to be 10.4%, 2.8%, and 3.1%, respectively. Overall, the current substance use risk factors were identified as being male, not being from science academic background, having less family influence on personal life, irregular teeth brushing, being smartphone users, using a smartphone for a longer time, and being late-night sleepers. From the list of identified risk factors of substance use, those that are modifiable may be targeted to evolve a prevention program to manage this problem in Bangladeshi adolescents.

[Cigarette and e-cigarette use among a sample of French health students]

INTRODUCTION

Smoking is one of the leading causes of preventable death worldwide. Data from the literature show that caregivers and health students have a high prevalence. The purpose of this article was to study the prevalence among health students (medicine, dentistry, physiotherapy, nursing) at a University and a Teaching Hospital in France.

MATERIAL AND METHOD

This was a cross-sectional study using a self-administered questionnaire completed at the start of university meetings. This study was carried out as part of a campaign to combat smoking supported by the Brittany Regional Health Agency.

RESULTS

The participation rate was 76.4%: 1349 respondents out of 1766 health students surveyed. The prevalence of smoking 17.8% and that of vaping 5.6%. Nursing students smoked and vaped more than students in other streams: respectively, for smoking, 21.8% (73/335) vs. 16.5% (167/1014) (P<0.001), for vaping, 10.4% (35/335) vs. 4.0% (39/980) (P<0.001). Students in 3rd year nursing smoked and vaped significantly more than those in the first 2 years (P=0.02 and P<0.001).

CONCLUSION

The smoking rate was high, but comparable to the data for health students. Nursing students were significantly greater smokers, especially in the last year. Their vaping rate was higher than in other studies.

Individual and Environmental Factors Associated with Tobacco Smoking, Alcohol Abuse and Illegal Drug Consumption in University Students: A Mediating Analysis

Substance abuse is a major and prevalent public health concern among university students. Tobacco smoking, risky alcohol behavior, and illegal drug consumption may lead to health problems and behavioral and academic issues. Several individual and environmental factors associate with substance abuse in this population, and the mediating effect of alcohol abuse in the relationship between tobacco smoking and drug consumption is yet to be explored. The purposes of this study were to evaluate the association of individual and environmental factors and substance use, and to analyze the relationship between tobacco smoking, alcohol abuse, and drug consumption, considering alcohol abuse as a possible mediator. A total of 550 Spanish undergraduate and postgraduate students completed several questionnaires regarding their smoking status, alcohol use, and drug consumption during the last six months. Bivariate and multivariate analyses were conducted to explore associations between factors. Direct, indirect and mediating effects were tested using a partial least squares approach (PLS-SEM). The results indicated that substance abuse is associated with being male, living with other students, and combined substance consumption. PLS-SEM showed a significant effect of tobacco smoking and alcohol abuse on drug consumption. Alcohol abuse plays a mediating role in the relationship between tobacco smoking and drug use.

Stressors, psychological distress, and mental health problems amongst Brazilian medical students

In line with studies from around the world, several studies have shown equal or higher rates of anxiety, depression, alcohol and other drug use, and burnout in medical students in Brazil. The aim of the present study was to identify difficulties Brazilian medical students face regarding stressors, psychological distress, and psychiatric morbidity using standardized reliable and valid instruments. In addition, this study also investigated differences associated with sex. Students (n = 129) were asked to complete a one-off survey from January to June 2019, including demographics, previous mental health issues, CAGE, GHQ-12, and OLBI. A higher prevalence of previous mental disorders was found in comparison to during the medical course. This may suggest that perhaps students are under more stress or that they form a more vulnerable sub-population in medical school in comparison with the general population. However, the types of mental disorders before and during the undergraduate course appear to vary. During the course, they show higher levels of anxiety rather than that of depression. Before commencing the course, they showed higher levels of depression rather than anxiety. Cannabis and ecstasy experimentation levels were higher than those of students from other courses in previous studies. The opposite was true for stimulants. Just over a quarter reported alcohol abuse above the CAGE cut-off point. The levels of psychological distress and burnout were extremely high, and women had even higher levels. Male respondents were more likely to have a history of mental ill-health, but female subjects scored higher on burnout. Overall over 80% students reported burnout. These findings are discussed in the context of Brazilian culture.