ArticleDrug and alcohol dependence2016
Cell phone-based ecological momentary assessment of substance use context for Latino youth in outpatient treatment: Who, what, when and where.
Article in Drug and alcohol dependence, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
11 citing papers in PubMed.
- Improvement in coping skills from culturally-adapted digital CBT for Spanish-speaking Hispanics with substance use disorder: Secondary analysis of a randomized clinical trial.Journal of substance use and addiction treatment · 2025Trial
- Alcohol subjective responses in heavy drinkers: Measuring acute effects in the natural environment versus the controlled laboratory setting.Alcoholism, clinical and experimental research · 2021Trial
- Ecological momentary assessments and interventions for youth substance use across clinical settings: A systematic review.Research square · 2026Article
- An Ecological Momentary Assessment Approach of Environmental Triggers in the Role of Daily Affect, Rumination, and Movement Patterns in Early Alcohol Use Among Healthy Adolescents: Exploratory Study.JMIR mHealth and uHealth · 2024Article
- Predicting quantity of cannabis smoked in daily life: An exploratory study using machine learning.Drug and alcohol dependence · 2023Article
- A new statistical model for longitudinal ecological momentary assessment data on dual use of electronic and combustible cigarettes.The American journal of drug and alcohol abuse · 2022Article
- The Mind After Midnight: Nocturnal Wakefulness, Behavioral Dysregulation, and Psychopathology.Frontiers in network physiology · 2022Article
- Motives for Substance Use in Daily Life: A Systematic Review of Studies Using Ecological Momentary Assessment.Clinical psychological science : a journal of the Association for Psychological Science · 2021Article
- Mobile Intervention for Individuals With Psychosis, Dual Disorders, and Their Common Comorbidities: A Literature Review.Frontiers in psychiatry · 2019Review
- Time Series Visualizations of Mobile Phone-Based Daily Diary Reports of Stress, Physical Activity, and Diet Quality in Mostly Ethnic Minority Mothers: Feasibility Study.JMIR formative research · 2018Article
- Potential benefits of using ecological momentary assessment to study high-risk polydrug use.mHealth · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
backgroundRelationships between alcohol, marijuana and other drug (AOD) use and contextual factors have mostly been established through retrospective self-report. Given the embeddedness of cell phones in adolescents' daily activities, cell phone-based ecological momentary assessment (CEMA) provides an opportunity to better understand AOD use in youth and how cell phones can be used to self-monitor and deliver interventions. We use CEMA to examine AOD use in Latino youth who have been especially understudied.
methodsTwenty-eight mostly Latino youth (ages 13-18) in outpatient substance abuse treatment recorded AOD use, contextual factors, cravings, and affect through once-daily CEMA over one month periods. Random-effects logistic regression was used to compare contextual factors between periods of AOD use and non-use.
resultsThe most frequent contextual factors reported during AOD use were being with close friends and "hanging out" as the primary activity. During AOD use compared to non-use, youth were more likely to be with close friends (OR=4.76; p<0.01), around users (OR=17.69; p<0.01), and at a friend's house (OR=5.97; p<0.01). Alcohol use was more frequently reported at night (63% vs 34%) and on weekends relative to other substances (64% vs 49%). Strong cravings were more frequently reported on AOD-use days (OR=7.34; p<0.01). Types of positive and negative affect were reported with similar frequencies, regardless of AOD use.
conclusionsReporting on social context, location, day and time of day, and cravings all show promise in developing cell phone-based interventions triggered by contextual data.
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Registered trials
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