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Moore A, Lewis B, Farrior H, Hinckley J, Nixon SJ, Bhatia D. Impact of Pre-Adolescent Substance Familiarity on Subsequent Use: Longitudinal Analysis of Risk by Latent Classes in the Adolescent Brain Cognitive Development Sample. Subst Use Misuse 2024:1-11. [PMID: 39279127 DOI: 10.1080/10826084.2024.2403109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/18/2024]
Abstract
BACKGROUND Predicting substance use in adolescence is a difficult yet important task in developing effective prevention. We aim to extend previous findings on the linear associations between familiarity with (knowledge of) substances in childhood and subsequent substance use in adolescence through a latent class analysis (LCA) to create risk profiles based on substance familiarity. METHOD Using the ABCD Study® sample, we conducted an LCA using 18 binary substance familiarity variables (n = 11,694 substance-naïve youth). Complementary analyses investigated the relationship between LCA groups and (1) longitudinal use, (2) use initiation, and (3) early use. RESULTS The optimal LCA resulted in a four-class solution: Naïve, Common, Uncommon, and Rare, with each group increasing in both the number and rarity of known substances. Analysis 1 revealed an increased risk in use over time among both the Uncommon and Rare groups (ORs = 2.08 and 5.55, respectively, p's < 0.001) compared to the Common group. Analysis 2 observed a decreased risk for initiation between the Naïve and Common groups (OR = 0.61, p = 0.009); however, the Uncommon and Rare groups were at an increased risk compared to the Common group (ORs = 2.08 and 3.42, respectively, p's < 0.001). Analysis 3 found an increased risk of early use between the Common and Uncommon groups (OR = 1.92, p < 0.001) with a similar trend between the Common and Rare groups (OR = 1.90, p = 0.06). CONCLUSION These results highlight distinct risk profiles for adolescent substance use based on substance familiarity in middle childhood. Current work could be applied as an early screening tool for clinicians to identify those at risk for adolescent substance use.
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Affiliation(s)
- Andrew Moore
- Department of Neuroscience, University of Florida, Gainesville, Florida, USA
- UF Center for Addiction Research & Education, University of Florida, Gainesville, FL, USA
| | - Ben Lewis
- UF Center for Addiction Research & Education, University of Florida, Gainesville, FL, USA
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Hugh Farrior
- UF Center for Addiction Research & Education, University of Florida, Gainesville, FL, USA
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Jesse Hinckley
- Department of Psychiatry, University of Colorado, School of Medicine, Aurora, Colorado, USA
| | - Sara Jo Nixon
- Department of Neuroscience, University of Florida, Gainesville, Florida, USA
- UF Center for Addiction Research & Education, University of Florida, Gainesville, FL, USA
- Department of Psychiatry, University of Florida, Gainesville, FL, USA
| | - Devika Bhatia
- Department of Psychiatry, University of Colorado, School of Medicine, Aurora, Colorado, USA
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Black N, Noghrehchi F, Yuen WS, Aiken A, Clare PJ, Chan G, Kypri K, McBride N, Bruno R, Slade T, Boland V, Mattick R, Peacock A. Transitions to polysubstance use: Prospective cohort study of adolescents in Australia. Addiction 2024; 119:1100-1110. [PMID: 38499496 DOI: 10.1111/add.16468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Accepted: 01/23/2024] [Indexed: 03/20/2024]
Abstract
BACKGROUND AND AIMS Adolescent polysubstance use has been associated with adverse social and health outcomes. Our aim was to measure rates and transitions to polysubstance use during adolescence and identify factors associated with initiation and discontinuation of polysubstance use. DESIGN Prospective cohort study. Multistate Markov modelling was used to estimate rates and identify correlates of transitions between substance use states. SETTING AND PARTICIPANTS Adolescent-parent dyads (n = 1927; adolescents in grade 7, age ≈13 years) were recruited from Australian schools during 2010/11 (Wave 1). Adolescents were surveyed annually until 2016/17 (n = 1503; age ≈19 years; Wave 7) and parents were surveyed annually until 2014/15 (Wave 5). MEASUREMENTS Alcohol, tobacco, cannabis and 3,4-methylenedioxymethamphetamine (MDMA) use outcomes were collected at Waves 3-7. Potential confounders were collected at Waves 1-6 and consisted of sex, anxiety and depression symptoms and externalizing problems, parental monitoring, family conflict and cohesion, parental substance use and peer substance use. Covariates were age and family socioeconomic status. FINDINGS Few adolescents engaged in polysubstance use at earlier waves (Wave 3: 5%; Wave 4: 8%), but proportions increased sharply across adolescence (Waves 5-7: 17%, 24%, 36%). Rates of transitioning to polysubstance use increased with age, with few (<9%) adolescents transitioning out. More externalizing problems (odds ratio [OR] = 1.10; 99.6% confidence interval [CI] = 1.07-1.14), parental heavy episodic drinking (OR = 1.22; 99.6% CI = 1.07-1.40), parental illicit substance use (OR = 3.56; 99.6% CI = 1.43-8.86), peer alcohol use (OR = 5.68; 99.6% CI = 1.59-20.50) and peer smoking (OR = 4.18; 99.6% CI = 1.95-8.81) were associated with transitioning to polysubstance use. CONCLUSIONS Polysubstance use in Australia appears to be rare during early adolescence but more common in later adolescence with low rates of transitioning out. Externalizing problems and greater parental and peer substance use are risk factors for adolescent polysubstance use that may be suitable intervention targets.
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Affiliation(s)
- Nicola Black
- Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Firouzeh Noghrehchi
- Biomedical Informatics and Digital Health, The University of Sydney, Camperdown, Australia
| | - Wing See Yuen
- National Drug and Alcohol Research Centre, University of New South Wales, Kensington, Australia
| | - Alexandra Aiken
- National Drug and Alcohol Research Centre, University of New South Wales, Kensington, Australia
| | - Philip J Clare
- National Drug and Alcohol Research Centre, University of New South Wales, Kensington, Australia
- Prevention Research Collaboration, The University of Sydney, Camperdown, Australia
| | - Gary Chan
- National Centre for Youth Substance Use Research, The University of Queensland, Brisbane, Australia
| | - Kypros Kypri
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
| | - Nyanda McBride
- National Drug Research Institute, Curtin University, Shenton Park, Australia
| | - Raimondo Bruno
- School of Psychological Sciences, University of Tasmania, Hobart, Australia
| | - Tim Slade
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Camperdown, Australia
| | - Veronica Boland
- National Drug and Alcohol Research Centre, University of New South Wales, Kensington, Australia
| | - Richard Mattick
- National Drug and Alcohol Research Centre, University of New South Wales, Kensington, Australia
| | - Amy Peacock
- National Drug and Alcohol Research Centre, University of New South Wales, Kensington, Australia
- School of Psychological Sciences, University of Tasmania, Hobart, Australia
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Aivadyan C, Lee YG, El-Bassel N, Wu E. Substance Use and Sexual Risk Behavior Among Black Men Who Have Sex With Men in New York City: Evidence for Increased Risk During Young Adulthood. AIDS EDUCATION AND PREVENTION : OFFICIAL PUBLICATION OF THE INTERNATIONAL SOCIETY FOR AIDS EDUCATION 2021; 33:73-87. [PMID: 33617320 PMCID: PMC7905783 DOI: 10.1521/aeap.2021.33.1.73] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
This study evaluated whether the association between substance use and sexual risk behavior varies as a function of age among 1,009 Black men who have sex with men (BMSM) in New York City. Hierarchical linear regression was used to examine the relationship between age (18-26 vs. 27+), substance use, and number of sexual partners and acts of condomless anal sex (CAS) in the past 90 days. Age moderated the relationship between substance use and sexual risk behavior, such that positive associations among binge drinking, marijuana, cocaine, and party drug use and number of male sexual partners and cocaine use and acts of CAS were significantly stronger among young adults than adults. BMSM may engage in more sexual risk behavior during young adulthood, and those who use substances may be at increased risk for HIV transmission-particularly through multiple sex partners. HIV prevention interventions targeting BMSM may benefit from being tailored to age and addressing sexual risk behavior and substance use concurrently.
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Affiliation(s)
| | - Yong Gun Lee
- Columbia School of Social Work, New York, New York
| | | | - Elwin Wu
- Columbia School of Social Work, New York, New York
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Barry AE, Valdez D, Russell AM. Does Religiosity Delay Adolescent Alcohol Initiation? A Long-Term Analysis (2008-2015) of Nationally Representatives Sample of 12th Graders. Subst Use Misuse 2020; 55:503-511. [PMID: 31729267 DOI: 10.1080/10826084.2019.1686024] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Objective: Underage alcohol consumption is associated with deleterious consequences, with earlier initiation leading to increased likelihood of alcohol misuse and dependence later in life. Religiosity represents a protective factor, such that those with increased religiosity delay alcohol initiation. Herein, we test the association between religiosity and alcohol initiation across several distinct national samples of high school seniors in the United States. Method: To assess long-term associations between alcohol initiation and religiosity, we utilized latent growth curve modeling and simple mean plots to conduct a secondary data analysis on 8 years (2008-2015) of the Monitoring the Future Survey (n = 20,099). Results: When compared with the baseline model, which posited a consistent age of initiation of approximately 9th grade χ2 (n = 18,224, df = 31) = 33.70, p <.34, CFI = .000, TLI = 1.00, RMSEA = .006 (90% CI: .00, .017), religiosity plays an equally consistent role in delaying age of initiation by two grade levels, or three calendar years χ2 (n = 17,978, df = 159.116) = 159.17, p<.0001, CFI = .848, TLI = .834, RMSEA = .017 (90% CI: .00, .03). When means were parsed out by religiosity level and gender, religion was a stronger protector against alcohol age of initiation for females than males. These associations were constant over the 8-year period and across multiple nationally representative samples of adolescents. Conclusions: Religiosity delays alcohol initiation for adolescents. Prevention programs should seek to identify which components of religiosity are most impactful, and subsequently develop and incorporate programmatic aspects that leverage these factors.
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Affiliation(s)
- Adam E Barry
- Health & Kinesiology, Texas A&M University, College Station, TX, USA
| | - Danny Valdez
- School of Public Health, Indiana University, Bloomington, IN
| | - Alex M Russell
- Health & Kinesiology, Texas A&M University, College Station, TX, USA
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Jin F, Hammoud MA, Maher L, Degenhardt L, Bourne A, Lea T, Vaccher S, Grierson J, Haire B, Prestage GP. Age-related prevalence and twelve-month incidence of illicit drug use in a cohort of Australian gay and bisexual men: Results from the Flux Study. Drug Alcohol Depend 2018; 188:175-179. [PMID: 29778770 DOI: 10.1016/j.drugalcdep.2018.04.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 04/16/2018] [Accepted: 04/16/2018] [Indexed: 10/16/2022]
Abstract
BACKGROUND We report prevalence and incidence of drug use initiation in Australian gay and bisexual men (GBM) participating in an online cohort study. METHODS Between September 2014 and June 2015, 1,710 GBM were enrolled in the Following Lives Undergoing Change Study and followed-up six monthly. Participants were asked about measures of lifetime use at baseline and recent use (last six months) at all visits. Drug use initiation was defined as men who reported having never used a specific drug prior to baseline and reported recent use at follow-up. RESULTS Participants' median age was 31 years (range: 16-81). Prevalence of lifetime use was significantly associated with older age for all individual drugs (p trend<0.001), and 84.1% reported lifetime use of any drugs. Just above half (51.9%) reported recent use at baseline, with the majority reporting occasional use (once or twice in the previous six-months). Among men who reported no history of drug use at baseline, drug initiation was highest for amyl nitrite, with an incidence of 10.5 per 100 person-years (95% CI 7.9-13.9), followed by cannabis (7.3 per 100 person-years, 95% CI 5.0-10.6) and ecstasy (5.0 per 100 person-years, 95% CI 3.6-7.0). Younger age was significantly associated with higher incidence of initiation of amyl nitrite, ecstasy, cocaine, ketamine, GHB, and LSD (p trend <0.05 for all). CONCLUSION Prevalence of lifetime illicit drug use is lower in younger GBM than in their older counterparts. However, incidence of drug use initiation is high among younger men, providing an opportunity for early intervention.
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Affiliation(s)
- Fengyi Jin
- The Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia.
| | - Mohamed A Hammoud
- The Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia
| | - Lisa Maher
- The Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia
| | - Louisa Degenhardt
- National Drug and Alcohol Research Centre, UNSW Sydney, Sydney, Australia
| | - Adam Bourne
- Australian Research Centre in Sex Health and Society, La Trobe University, Melbourne, Australia
| | - Toby Lea
- Centre for Social Research in Health, UNSW Sydney, Sydney, Australia; German Institute on Addiction and Prevention Research, Catholic University of Applied Science, North Rhine-Westphalia, Germany
| | - Stefanie Vaccher
- The Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia
| | - Jeffrey Grierson
- Anglia Ruskin University, Cambridge Campus, Cambridge, United Kingdom
| | - Bridget Haire
- The Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia
| | - Garrett P Prestage
- The Kirby Institute for Infection and Immunity, UNSW Sydney, Sydney, Australia
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