Alcohol Consumption Typologies Among Colombian Adults: A Latent Class Analysis of AUDIT Indicators.

IF 1.7 4区 医学 Q3 PSYCHIATRY
Gabriela Sequeda, Carlos H Contreras-Pizarro, Juan Luis Huayhua-Velez, Jairk E Sanchez-Villanueva, Salvador-Mateo Castillo-Calderon, Pablo D Valencia
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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.

哥伦比亚成年人的酒精消费类型:审计指标的潜在分类分析。
酒精消费仍然是一个主要的公共卫生挑战,也是世界范围内发病率和死亡率的主要可预防原因。尽管酒精使用障碍识别测试(AUDIT)被广泛用于识别有害酒精使用,但对总分的依赖可能会模糊饮酒行为中具有临床意义的异质性。本研究旨在利用审计反应模式确定哥伦比亚成年人潜在的酒精消费类型,并检查其社会人口学和社会心理相关因素。在2019年哥伦比亚全国精神活性物质使用调查中,使用14,131名成年人在过去30天内报告饮酒的10个二分类审计项目进行了潜在类分析(LCA)。根据统计拟合、简约性、分类准确性和可解释性对竞争模型进行评估。选择了三类解决方案,包括低风险(50.7%)、危险酗酒(38.5%)和有害/依赖(10.8%)。尽管两个高风险类别的人出现间歇性酗酒的可能性相似,但有害/依赖类别的特点是出现依赖症状和酒精相关后果的可能性要大得多。早期饮酒、同伴酗酒和抑郁症状与更严重的症状相关,而女性和较高的社会经济地位具有保护作用。这些发现强调了以人为中心的方法在识别异质酒精使用模式和告知有针对性的预防、筛查和干预策略方面的价值。
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来源期刊
Substance Use & Misuse
Substance Use & Misuse 医学-精神病学
CiteScore
3.20
自引率
5.00%
发文量
200
审稿时长
3 months
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.
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