Identifying risk profiles for marijuana vaping among US young adults by recreational marijuana legalization status: A machine learning approach

DH Han, DC Seo - Drug and Alcohol Dependence, 2022 - Elsevier
Introduction This study attempted to identify risk profiles of marijuana vaping by state-level
recreational marijuana legalization (RML) status among US young adults (YA). Methods …

Predictors of vaping marijuana initiation among US adolescents: Results from the Population Assessment of Tobacco and Health (PATH) study Wave 3 (2015–2016) …

J Lee, G Kong, B Kassas, RG Salloum - Drug and alcohol dependence, 2021 - Elsevier
Introduction Marijuana vaping among adolescents is a growing public health concern.
Marijuana vaping exposes youth to greater levels of tetrahydrocannabinol (THC) and may …

Predictors of marijuana vaping onset and escalation among young adults

P Pokhrel, P Fagan, CT Kawamoto, SK Okamoto… - Drug and alcohol …, 2020 - Elsevier
Background Little is known about factors that influence marijuana vaping among young
people. We examined cigarette, e-cigarette and marijuana use experiences, social network …

Marijuana vaping in US adults: evidence from the behavioral risk factor surveillance system

SR Baldassarri, DR Camenga, DA Fiellin… - American journal of …, 2020 - Elsevier
Introduction As of February 18, 2020, states have reported 2,807 cases of e-cigarette, or
vaping, product use–associated lung injury to the Centers for Disease Control and …

Vaping while high: Factors associated with vaping marijuana among youth in the United States

ZB Taleb, ME Kalan, R Bahelah, GO Boateng… - Drug and Alcohol …, 2020 - Elsevier
Introduction The use of e-cigarette and other vaping devices have become popular among
youth in US. In addition to nicotine, vaping devices can be used to vaporize marijuana …

Distinguishing subpopulations of marijuana users with latent profile analysis

MR Pearson, AJ Bravo, BT Conner… - Drug and alcohol …, 2017 - Elsevier
Background Although marijuana is the most commonly used illicit drug in the United States,
little is known about the effects of typical marijuana use patterns and whether there are …

Past 30–day marijuana vaping: prevalence and predictors of use in a nationally representative study of US youth

AF Kritikos, JK Johnson, D Hodgkin - American journal of preventive …, 2021 - Elsevier
Introduction Vaping has become an increasingly common mode of administration for
marijuana among youth, but there are limited data on its prevalence. There is a need to …

Support for marijuana legalization and predictors of intentions to use marijuana more often in response to legalization among US young adults

AM Cohn, AL Johnson, SW Rose, JM Rath… - Substance use & …, 2017 - Taylor & Francis
Background: As of 2015, more than half of US states have legalized, medicalized, or
decriminalized marijuana. Objective: This study examined the prevalence and correlates of …

A machine learning approach to identify predictors of frequent vaping and vulnerable californian youth subgroups

R Fu, J Shi, M Chaiton, AM Leventhal… - Nicotine and …, 2022 - academic.oup.com
Introduction Machine learning presents a unique opportunity to improve electronic cigarette
(vaping) monitoring in youth. Here we built a random forest model to predict frequent vaping …

Modes of marijuana use–smoking, vaping, eating, and dabbing: Results from the 2016 BRFSS in 12 States

GL Schauer, R Njai, AM Grant-Lenzy - Drug and alcohol dependence, 2020 - Elsevier
Background The prevalence of modes of marijuana use (eg, smoked, vaped, eaten, dabbed,
etc.), and of multi-modal use has not been assessed across multiple states, and can inform …