Identifying Predictors of Problematic Substance Use Among Youth Living with HIV in Uganda
A Machine Learning Approach
Bibliographic Data
| ID | 15337407 |
|---|---|
| Authors | Claire Najjuuko (0009-0007-1911-0508, Washington University in St. Louis, corresponding author), Rachel Brathwaite (0000-0002-9363-3581, Washington University in St. Louis), Massy Mutumba (0000-0002-0636-891X, University of Michigan), Saltanat Childre (0000-0002-2864-2780, The University of Texas at Arlington), Sylivia Nannono, Phionah Namatovu (0000-0001-6197-4413), Chenyang Lu (0009-0003-0355-5626, Washington University in St. Louis), Fred M Ssewamala (0000-0002-4849-5650, Washington University in St. Louis) |
| Year | 2025 |
| Volume | 29 |
| Issue | 12 |
| Pages | 4051-4062 |
| Publication date | 2025-09-18 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | AIDS and Behavior (JOURNAL) |
| Journal identifiers | ISSN: 1090-7165 • E-ISSN: 1573-3254 |
| Publisher | Springer Science+Business Media (PUBLISHER • DE) |
| DOI | 10.1007/s10461-025-04840-6 |
| PMID | 40965730 |
| OpenAlex | W4414332875 |
| Language | EN |
| Citations received | 1 |
| References cited | 55 |
Discriminative model · Health psychology · Human immunodeficiency virus (HIV · Psychological intervention · Public health · Random forest · Receiver operating characteristic · Substance use · Alcohol Consumption and Health Effects · HIV, Drug Use, Sexual Risk · Substance Abuse Treatment and Outcomes
Age of onset of mental disorders
Peer Contagion in Child and Adolescent Social and Emotional Development
Machine learning
Statistical Modeling
Associations between childhood adversity and depression, substance abuse and HIV and HSV2 incident infections in rural South African youth
Are adolescents with high socioeconomic status more likely to engage in alcohol and illicit drug use in early adulthood?
Substance use, childhood traumatic experience, and Posttraumatic Stress Disorder in an urban civilian population
Risk and protective factors of drug abuse among adolescents
Random Forests
Mental health functioning among children and adolescents with perinatal HIV infection and perinatal HIV exposure
Epidemiology of Alcohol Misuse and Illicit Drug Use Among Young People Aged 15–24 Years in Fishing Communities in Uganda
Alcohol consumption and risky sexual behaviour in the fishing communities
Etiologic Studies of Adolescent Drug Use
No place like home? Availability, opportunity, and substance use in adolescence
Rural voices
Risky sexual behavior and substance use among adolescents
Socio-ecological determinants of alcohol, tobacco, and drug use behavior of adolescents in Kilifi County at the Kenyan coast
Risk and protective factors for alcohol and other drug problems in adolescence and early adulthood
| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 1 |