Gabriela Sequeda, Carlos H Contreras-Pizarro, Juan Luis Huayhua-Velez, Jairk E Sanchez-Villanueva, Salvador-Mateo Castillo-Calderon, Pablo D Valencia
{"title":"Alcohol Consumption Typologies Among Colombian Adults: A Latent Class Analysis of AUDIT Indicators.","authors":"Gabriela Sequeda, Carlos H Contreras-Pizarro, Juan Luis Huayhua-Velez, Jairk E Sanchez-Villanueva, Salvador-Mateo Castillo-Calderon, Pablo D Valencia","doi":"10.1080/10826084.2026.2716304","DOIUrl":null,"url":null,"abstract":"<p><p>ABSTACTAlcohol consumption remains a major public health challenge and a leading preventable cause of morbidity and mortality worldwide. Although the Alcohol Use Disorders Identification Test (AUDIT) is widely used to identify hazardous alcohol use, reliance on total scores may obscure clinically meaningful heterogeneity in drinking behaviors. This study aimed to identify latent alcohol consumption typologies among Colombian adults using AUDIT response patterns and to examine their sociodemographic and psychosocial correlates. Latent class analysis (LCA) was conducted using ten dichotomized AUDIT items from 14,131 adults who reported alcohol consumption during the previous 30 days in the 2019 Colombian National Survey of Psychoactive Substance Use. Competing models were evaluated according to statistical fit, parsimony, classification accuracy, and interpretability. A three-class solution was selected, comprising Low Risk (50.7%), Hazardous Binge Drinking (38.5%), and Harmful/Dependence (10.8%) profiles. Although the two higher-risk classes showed similarly high probabilities of heavy episodic drinking, the Harmful/Dependence profile was characterized by substantially greater probabilities of dependence symptoms and alcohol-related consequences. Early alcohol initiation, peer heavy drinking, and depressive symptoms were associated with more severe profiles, whereas female sex and higher socioeconomic status were protective. These findings highlight the value of person-centered approaches for identifying heterogeneous alcohol use patterns and informing targeted prevention, screening, and intervention strategies.</p>","PeriodicalId":22088,"journal":{"name":"Substance Use & Misuse","volume":" ","pages":"1-11"},"PeriodicalIF":1.7000,"publicationDate":"2026-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Substance Use & Misuse","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/10826084.2026.2716304","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"PSYCHIATRY","Score":null,"Total":0}
引用次数: 0
Abstract
ABSTACTAlcohol consumption remains a major public health challenge and a leading preventable cause of morbidity and mortality worldwide. Although the Alcohol Use Disorders Identification Test (AUDIT) is widely used to identify hazardous alcohol use, reliance on total scores may obscure clinically meaningful heterogeneity in drinking behaviors. This study aimed to identify latent alcohol consumption typologies among Colombian adults using AUDIT response patterns and to examine their sociodemographic and psychosocial correlates. Latent class analysis (LCA) was conducted using ten dichotomized AUDIT items from 14,131 adults who reported alcohol consumption during the previous 30 days in the 2019 Colombian National Survey of Psychoactive Substance Use. Competing models were evaluated according to statistical fit, parsimony, classification accuracy, and interpretability. A three-class solution was selected, comprising Low Risk (50.7%), Hazardous Binge Drinking (38.5%), and Harmful/Dependence (10.8%) profiles. Although the two higher-risk classes showed similarly high probabilities of heavy episodic drinking, the Harmful/Dependence profile was characterized by substantially greater probabilities of dependence symptoms and alcohol-related consequences. Early alcohol initiation, peer heavy drinking, and depressive symptoms were associated with more severe profiles, whereas female sex and higher socioeconomic status were protective. These findings highlight the value of person-centered approaches for identifying heterogeneous alcohol use patterns and informing targeted prevention, screening, and intervention strategies.
期刊介绍:
For over 50 years, Substance Use & Misuse (formerly The International Journal of the Addictions) has provided a unique international multidisciplinary venue for the exchange of original research, theories, policy analyses, and unresolved issues concerning substance use and misuse (licit and illicit drugs, alcohol, nicotine, and eating disorders). Guest editors for special issues devoted to single topics of current concern are invited.
Topics covered include:
Clinical trials and clinical research (treatment and prevention of substance misuse and related infectious diseases)
Epidemiology of substance misuse and related infectious diseases
Social pharmacology
Meta-analyses and systematic reviews
Translation of scientific findings to real world clinical and other settings
Adolescent and student-focused research
State of the art quantitative and qualitative research
Policy analyses
Negative results and intervention failures that are instructive
Validity studies of instruments, scales, and tests that are generalizable
Critiques and essays on unresolved issues
Authors can choose to publish gold open access in this journal.