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DSM-5 latent classes of alcohol users in a population-based sample: Results from the São Paulo Megacity Mental Health Survey, Brazil
- Source :
- Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual), Universidade de São Paulo (USP), instacron:USP
- Publication Year :
- 2014
-
Abstract
- Background: We aimed to identify different categorical phenotypes based upon the DSM-V criteria of alcohol use disorders (AUD) among alcohol users who had at least one drink per week in the past year (n = 948). Methods: Data are from the São Paulo Megacity Mental Health Survey collected in 2005–2007, as part of the World Mental Health Survey Initiative. A latent class analysis of the 11 DSM-5-AUD criteria was performed using Mplus, taking into account complex survey design features. Weighted logistic regression models were used to examine demographic correlates of the DSM-5-AUD latent classes. Results: The best latent-class model was a three-class model. We found a “non-symptomatic class” (69.7%), a “use in larger amounts class” (23.2%), defined by high probability (>70%) of the “use in larger amounts” criterion only, and a “high-moderate symptomatic class” (7.1%), defined by high-moderate probability of all the 11 AUD criteria. Compared to those in the non-symptomatic class, individuals in the “high-moderate symptomatic class” were more likely to have been married, have lower educational attainment and to be unemployed or in non-regular/informal employment. Those on the “use in larger amounts class” were more likely to have been married or never married. Conclusion: The two symptomatic classes clearly represented the dimensionality of the new proposed AUD criteria, and could be more specifically targeted by different prevention or treatment strategies. DSM-5-AUD has the advantage of shedding light on risky drinkers included in the “use in larger amounts class”, allowing for preventive interventions, which will reach a large number of individuals.
- Subjects :
- Substance abuse
Adult
Male
Adolescent
Alcohol Drinking
Urban Population
Epidemiology
Poison control
Toxicology
Suicide prevention
Substance abuse--Epidemiology
Occupational safety and health
Article
DSM-5
Alcoholism--Research
Young Adult
Environmental health
Injury prevention
mental disorders
Prevalence
Medicine
Humans
Pharmacology (medical)
Pharmacology
business.industry
Middle Aged
SÃO PAULO
medicine.disease
Mental health
Health Surveys
Latent class model
Diagnostic and Statistical Manual of Mental Disorders
Psychiatry and Mental health
Alcoholism
Mental Health
Socioeconomic Factors
Drinking of alcoholic beverages
Data Interpretation, Statistical
Educational Status
Female
business
Alcoholism--Research--Methodology
Brazil
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual), Universidade de São Paulo (USP), instacron:USP
- Accession number :
- edsair.doi.dedup.....db46becf1463f3fe116e2d6b47f31ac3