TY - JOUR
T1 - Dynamic features of problematic drinking
T2 - Alcohol use disorder latent classes across ages 18-64
AU - Linden-Carmichael, Ashley N.
AU - Dziak, John J.
AU - Lanza, Stephanie T.
N1 - Funding Information:
This work was supported by the National Institute on Drug Abuse (NIDA) at the National Institutes of Health [P50 DA039838 and R01 DA039854]. The NIDA did not have any role in study design, collection, analysis and interpretation of the data; writing the report and the decision to submit the report for publication.
Publisher Copyright:
© The Author(s) 2018. Medical Council on Alcohol and Oxford University Press. All rights reserved.
PY - 2019/1/1
Y1 - 2019/1/1
N2 - Aims: Alcohol use disorders (AUDs) are linked with numerous severe detrimental outcomes. Evidence suggests that there is a typology of individuals with an AUD based on the symptoms they report. Scant research has identified how these groups may vary in prevalence by age, which could highlight aspects of problematic drinking behavior that are particularly salient at different ages. Our study aimed to (a) identify latent classes of drinkers with AUD that differ based on symptoms of AUD and (b) examine prevalences of latent classes by age. Short summary: Our findings advocate for personalized treatment approaches for AUD and highlight the need for carefully considering the role of age in prevention and intervention efforts. Methods: We used data from the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC-III). Current drinkers aged 18-64 who met criteria for a past-year AUD were included (n = 5402). Results: Latent class analysis (LCA) based on 11 AUD criteria revealed 5 classes: 'Alcohol-Induced Injury' (25%), 'Highly Problematic, Low Perceived Life Interference' (21%), 'Adverse Effects Only' (34%), 'Difficulty Cutting Back' (13%) and 'Highly Problematic' (7%). Using time-varying effect modeling (TVEM), each class was found to vary in prevalence across age. The Adverse Effects Only and Highly Problematic, Low Perceived Life Interference classes were particularly prevalent among younger adults, and the Difficulty Cutting Back and Alcohol-Induced Injury classes were more prevalent as age increased. Conclusions: Findings suggest that experience of AUD is not only heterogeneous in nature but also that the prevalence of these subgroups vary across age.
AB - Aims: Alcohol use disorders (AUDs) are linked with numerous severe detrimental outcomes. Evidence suggests that there is a typology of individuals with an AUD based on the symptoms they report. Scant research has identified how these groups may vary in prevalence by age, which could highlight aspects of problematic drinking behavior that are particularly salient at different ages. Our study aimed to (a) identify latent classes of drinkers with AUD that differ based on symptoms of AUD and (b) examine prevalences of latent classes by age. Short summary: Our findings advocate for personalized treatment approaches for AUD and highlight the need for carefully considering the role of age in prevention and intervention efforts. Methods: We used data from the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC-III). Current drinkers aged 18-64 who met criteria for a past-year AUD were included (n = 5402). Results: Latent class analysis (LCA) based on 11 AUD criteria revealed 5 classes: 'Alcohol-Induced Injury' (25%), 'Highly Problematic, Low Perceived Life Interference' (21%), 'Adverse Effects Only' (34%), 'Difficulty Cutting Back' (13%) and 'Highly Problematic' (7%). Using time-varying effect modeling (TVEM), each class was found to vary in prevalence across age. The Adverse Effects Only and Highly Problematic, Low Perceived Life Interference classes were particularly prevalent among younger adults, and the Difficulty Cutting Back and Alcohol-Induced Injury classes were more prevalent as age increased. Conclusions: Findings suggest that experience of AUD is not only heterogeneous in nature but also that the prevalence of these subgroups vary across age.
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U2 - 10.1093/alcalc/agy074
DO - 10.1093/alcalc/agy074
M3 - Article
C2 - 30351364
AN - SCOPUS:85059797702
SN - 0735-0414
VL - 54
SP - 97
EP - 103
JO - Alcohol and Alcoholism
JF - Alcohol and Alcoholism
IS - 1
ER -