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Bedillion MF, Claus ED, Wemm SE, Fox HC, Ansell EB. The effects of simultaneous alcohol and cannabis use on subjective drug effects: A narrative review across methodologies. Alcohol Clin Exp Res (Hoboken) 2024. [PMID: 38641546 DOI: 10.1111/acer.15322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 03/08/2024] [Accepted: 03/09/2024] [Indexed: 04/21/2024]
Abstract
Over 75% of young adults who use cannabis also report drinking alcohol, leading to increased risks that include impaired cognition, substance use disorders, and more heavy and frequent substance use. Studies suggest that subjective responses to either alcohol or cannabis can serve as a valuable indicator for identifying individuals at risk of prolonged substance use and use disorder. While laboratory studies show additive effects when alcohol and cannabis are used together, the impact of co-using these substances, specifically with respect to cannabidiol, on an individual's subjective experience remains unclear. This narrative review explores the effects of simultaneous alcohol and cannabis (SAM) use on subjective drug effects, drawing from qualitative research, laboratory experiments, and naturalistic studies. Experimental findings are inconsistent regarding the combined effects of alcohol and cannabis, likely influenced by factors such as dosage, method of administration, and individual substance use histories. Similarly, findings from qualitative and naturalistic studies are mixed regarding subjective drug effects following SAM use. These discrepancies may be due to recall biases, variations in assessment methods, and the measurement in real-world contexts of patterns of SAM use and related experiences. Overall, this narrative review highlights the need for more comprehensive research to understand more fully subjective drug effects of SAM use in diverse populations and settings, emphasizing the importance of frequent and nuanced assessment of SAM use and subjective responses in naturalistic settings.
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Affiliation(s)
| | - Eric D Claus
- The Pennsylvania State University, University Park, Pennsylvania, USA
| | | | - Helen C Fox
- Stony Brook University, Stony Brook, New York, USA
| | - Emily B Ansell
- The Pennsylvania State University, University Park, Pennsylvania, USA
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Neddermann-Carrillo S, Abidi L, Gea A, Bes-Rastrollo M, de la Fuente-Arrillaga C, Lahortiga-Ramos F, Martínez-González MÁ, Pardavila-Belio MI, Ruiz-Canela M. Tobacco and alcohol co-use: Lifestyle and sociodemographic factors, and personality aspects as potential predictors in the "Seguimiento Universidad de Navarra" cohort. Res Nurs Health 2024; 47:251-265. [PMID: 38217468 DOI: 10.1002/nur.22367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 11/08/2023] [Accepted: 12/24/2023] [Indexed: 01/15/2024]
Abstract
Tobacco and alcohol co-use are two major lifestyle modifiable risk factors. Understanding the determinants of both behaviors helps to develop interventions to prevent these exposures. However, previous studies have focused on predictors of individual tobacco or alcohol use. This study aims to explore the potential predictors of tobacco and alcohol co-use among Spanish university graduates from the "Seguimiento Universidad de Navarra" (SUN) cohort study. A total of 7175 participants who were co-users of tobacco and alcohol were selected for this cross-sectional analysis. Their mean age was 39.1 years (12.04 SD) and 57.3% were women. Univariate regression models were used to select the potential predictors of tobacco and alcohol co-use, and the areas under the ROC curves (AUC) were calculated. Multivariable logistic regression models were used to create a predictive model. Baseline potential predictors included sociodemographic factors, lifestyle habits, and perceived personality aspects. In the multivariable model, the main significant potential predictors of tobacco and alcohol co-use were driving under the influence of alcohol (odds ratio [OR] = 1.65 [1.43-1.90]), drinking 1-2 cups of coffee daily (OR = 1.50 [1.24-1.84]), drinking three or more cups of coffee daily (OR = 1.61 [1.35-1.91]), and doing more physical activity than recommended (OR = 1.18 [1.02-1.34]) when compared with the reference group. Conversely, those who were married (OR = 0.87 [0.75-0.99], ate at home 7 days a week (OR = 0.69 [0.60-0.80]), or had a high perceived level of competitiveness (OR = 0.83 [0.72-0.95]) had a lower risk of co-use (AUC 0.61 [confidence interval 95% 0.59-0.63]), compared to the reference group. These results could be used by healthcare professionals, especially nurses, to effectively assess patients at higher risk of tobacco and alcohol co-use. [Correction added on 16 February 2024, after first online publication: The abstract section has been revised to provide more clarity in this version.].
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Affiliation(s)
- Sofía Neddermann-Carrillo
- Department of Community Nursing and Maternal & Child Health Care, University of Navarra, Pamplona, Navarra, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Latifa Abidi
- Department of Health Promotion, Faculty of Health, Medicine, and Life Sciences, Maastricht University, Maastricht, Limburg, The Netherlands
| | - Alfredo Gea
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Navarra, Pamplona, Navarra, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
| | - Maira Bes-Rastrollo
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Navarra, Pamplona, Navarra, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
| | - Carmen de la Fuente-Arrillaga
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Navarra, Pamplona, Navarra, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
| | - Francisca Lahortiga-Ramos
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
- Department of Psychiatry and Clinical Psycology, University Clinic of Navarra, Pamplona, Navarra, Spain
| | - Miguel Ángel Martínez-González
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Navarra, Pamplona, Navarra, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Miren Idoia Pardavila-Belio
- Department of Community Nursing and Maternal & Child Health Care, University of Navarra, Pamplona, Navarra, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
| | - Miguel Ruiz-Canela
- IdiSNA, Navarra Institute for Health Research, Pamplona, Spain
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Navarra, Pamplona, Navarra, Spain
- CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
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Lyons VH, Myers MG, Cunningham RM, Zimmerman MA, Carter PM, Walton MA, Goldstick J. Experiencing violence and other predictors of within-person same-day use of multiple substances in youth: a longitudinal study in emergency settings. Am J Drug Alcohol Abuse 2024; 50:218-228. [PMID: 38563511 DOI: 10.1080/00952990.2024.2307546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 01/06/2024] [Indexed: 04/04/2024]
Abstract
Background: Although experiencing violence is a risk factor for substance use among youth, its association with same-day use of multiple substances (a form of polysubstance use) and mitigating factors is less well understood.Objectives: To identify whether prosocial factors modified the effect of experiencing violence on the frequency of same-day use, and examine gender-specific risk/protective factors for same-day use.Methods: We analyzed longitudinal data from a cohort of youth who use drugs aged 14-24 (n = 599; 58% male) presenting to an urban emergency department between 2009-2011 and assessed biannually for two years. Using Poisson-generalized linear models with person-level fixed effects, we estimated within-person associations between self-reported experiencing violence and same-day use and analyzed gender and peer/parent support as effect modifiers. We adjusted for negative peer influence, parental drug and alcohol use, family conflict, anxiety and depression, and age.Results: Overall, positive parental support corresponded to lower rates of same-day use (rate ratio [RR]:0.93, 95% CI:0.87-0.99) and experiencing violence was associated with higher rates of same-day use (RR:1.25, 95% CI:1.10-1.41). Violence exposure was a risk factor among males (RR:1.42, 95% CI:1.21-1.66), while negative peer influences and parental substance use were risk factors among females (RR:1.63, 95% CI:1.36-1.97 and RR:1.58, 95% CI:1.35-1.83, respectively). Positive peer support reduced the association between violence exposure and same-day use among males (RR:0.69, 95% CI:0.57-0.84, p < .05).Conclusions: Tailored interventions may address gender differences in coping with experiencing violence - including interventions that promote parental support among males and reduce influence from parental substance use among females.
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Affiliation(s)
- Vivian H Lyons
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, MI, USA
- Firearm Injury & Policy Research Program, Harborview Injury Prevention & Research Center, University of Washington, Seattle, WA, USA
- Social Development Research Group, University of Washington, Seattle, WA, USA
| | - Matthew G Myers
- Injury Prevention Center, University of Michigan, Ann Arbor, MI, USA
| | - Rebecca M Cunningham
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, MI, USA
- Injury Prevention Center, University of Michigan, Ann Arbor, MI, USA
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA
- Youth Violence Prevention Center, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Marc A Zimmerman
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, MI, USA
- Youth Violence Prevention Center, University of Michigan School of Public Health, Ann Arbor, MI, USA
- Prevention Research Center of Michigan, University of Michigan, Ann Arbor, MI, USA
| | - Patrick M Carter
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, MI, USA
- Injury Prevention Center, University of Michigan, Ann Arbor, MI, USA
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA
- Youth Violence Prevention Center, University of Michigan School of Public Health, Ann Arbor, MI, USA
| | - Maureen A Walton
- Injury Prevention Center, University of Michigan, Ann Arbor, MI, USA
- Addiction Center, Department of Psychiatry, University of Michigan School of Medicine, Ann Arbor, MI, USA
| | - Jason Goldstick
- Department of Health Behavior and Health Education, University of Michigan, Ann Arbor, MI, USA
- Injury Prevention Center, University of Michigan, Ann Arbor, MI, USA
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI, USA
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Shipley JL, Braitman AL. Assessment of simultaneous alcohol and cannabis use and its related consequences and cognitions in college students: A narrative review. Alcohol Clin Exp Res (Hoboken) 2024; 48:230-240. [PMID: 38212143 DOI: 10.1111/acer.15258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 12/11/2023] [Accepted: 12/13/2023] [Indexed: 01/13/2024]
Abstract
As rates of students using cannabis continue to rise, simultaneous use of alcohol and cannabis (such that their effects overlap; commonly referred to as simultaneous alcohol and marijuana [SAM] use) is prevalent among college students who use both substances. Although research focusing on SAM use and related cognitions and consequences continues to grow, there are no common established measures, as approaches vary across studies. This narrative review identifies current methods for assessing SAM use and measures of SAM-related consequences and cognitions (motives and expectancies) among college students, evaluates how they were developed, identifies gaps in the literature, and provides recommendations for future directions of assessment. We conclude that the assessment of SAM use is limited by difficulties in the assessment of cannabis quantity and potency. However, and the lack of a psychometrically validated measure of SAM consequences. However, measures of SAM motives and expectancies have been published with support from psychometric examinations such as exploratory factor analysis, confirmatory factor analysis, and measurement invariance. Research is needed that incorporates qualitative approaches in the development of SAM use measures so that unique items specific to SAM use rather than single-substance use can be identified. Additionally, validation of these measures is needed across different samples that vary demographically, such as by race and gender or sex. Future research should consider the development of a measure of protective behavioral strategies specific to SAM use to inform interventions that target the reduction of negative consequences of SAM use.
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Affiliation(s)
- Jennifer L Shipley
- Department of Psychology, Old Dominion University, Norfolk, Virginia, USA
| | - Abby L Braitman
- Department of Psychology, Old Dominion University, Norfolk, Virginia, USA
- Virginia Consortium Program in Clinical Psychology, Norfolk, Virginia, USA
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Gatica-Saavedra M, Nazar G, Rubí P, Bustos C. Adaptation and validation of the Weight Efficacy Lifestyle Questionnaire (WEL) in a Chilean sample. PLoS One 2024; 19:e0293658. [PMID: 38295143 PMCID: PMC10829987 DOI: 10.1371/journal.pone.0293658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 10/18/2023] [Indexed: 02/02/2024] Open
Abstract
Self-efficacy is a cognitive-emotional factor that is consistently associated with behavioral change and, in particular, with changes in health behavior. Eating self-efficacy, understood as adopting and maintaining behaviors such as controlling one's weight and trusting in one's ability to control one's eating behavior, has been proposed for managing obesity. This study aimed to validate the Chilean version of the Weight Efficacy Lifestyle Questionnaire (WEL) in a sample of adults from the general population. Four hundred sixty-nine individuals (69.08% women, mean age = 38.02; SD = 10.31) participated in the study. An instrumental design was used geared toward developing tests and psychometric instruments, including adapting existing ones. Exploratory and confirmatory factor analyses were performed. The instrument version validated in Spain was applied in the study. The analysis obtained an instrument of 11 items with adequate psychometric properties allowing its use in clinical and research settings. It can help assess eating self-efficacy in the general population.
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Affiliation(s)
- Mariela Gatica-Saavedra
- Department of Psychiatry and Mental Health, Faculty of Medicine, Universidad de Concepción, Concepción, Chile
| | - Gabriela Nazar
- Department of Psychology, Faculty of Social Sciences, Universidad de Concepción, Concepción, Chile
| | - Patricia Rubí
- Department of Psychiatry and Mental Health, Faculty of Medicine, Universidad de Concepción, Concepción, Chile
| | - Claudio Bustos
- Department of Psychology, Faculty of Social Sciences, Universidad de Concepción, Concepción, Chile
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Rasmus S, D'Amico EJ, Allen J, Nation C, John S, Joseph V, Rodriguez A, Alvarado G, Gittens AD, Palimaru AI, Brown RA, Kennedy DP, Woodward MJ, Parker J, McDonald K. Because We Love You (BeWeL): A protocol for a randomized controlled trial of two brief interventions focused on social and cultural connectedness to reduce risk for suicide and substance misuse in young Alaska Native people. Res Sq 2024:rs.3.rs-3874293. [PMID: 38343833 PMCID: PMC10854297 DOI: 10.21203/rs.3.rs-3874293/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/18/2024]
Abstract
Background Suicide among young people in Alaska Native (AN) communities was nearly unheard of through the establishment of statehood in 1959, but in the 1970s, AN suicide rates began to double every five years, with most of the increase due to suicide among 15 to 25-year-olds. From 1960-1995, the suicide rate increased by approximately 500% during this period of rapid, imposed social transition. For example, families were forced to live in settlements and children were sent to boarding schools. These disruptions increased conditions associated with suicide risk (e.g., substance use disorders, cultural disconnection), and challenged the community-level social safety net of youth protective factors that might have moderated effects of these traumas. The present study addresses the significant gap in culturally appropriate evidence-based programming to address suicide prevention among AN young people as part of aftercare. Our key research questions and methodology have been informed by AN stakeholders, and the intervention approach is Indigenous-led. Methods Our interventions are targeted toward Alaska Native young people ages 14-24 who present with suicide attempt, ideation, or associated risk behaviors, including alcohol-related injury in the Yukon-Kuskokwim region or the Interior. In a randomized controlled trial, 14-24-year-old AN individuals will receive either BeWeL (n = 185), which comprises a 45-minute virtual cultural talk addressing family and ancestral strengths and increasing protective factors, or BeWeL plus motivational interviewing with social networks, which includes an additional 15 minutes focused on discussion of the individual's social networks (n = 185). We will evaluate intervention effects on primary outcomes of suicide-intent risk, depression, anxiety, frequency of alcohol use, and alcohol consequences. Some of our secondary outcomes include individual and community protective factors, social networks, and awareness of connectedness. Discussion This project has the potential to expand the range and effectiveness of suicide prevention services for AN young people and will help meet the need in Alaska to link clinical behavioral health services to AN community-based networks, and to engage local cultural resources in aftercare for individuals at risk for suicide. Findings have potential to provide practical information to advance the field of suicide prevention and enhance protective factors and resiliency among this population. Trial registration ClinicalTrials.gov Identifier: NCT05360888.
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Sokolovsky AW, Rubenstein D, Gunn RL, White HR, Jackson KM. Associations of daily alcohol, cannabis, combustible tobacco, and e-cigarette use with same-day co-use and poly-use of the other substances. Drug Alcohol Depend 2023; 251:110922. [PMID: 37625332 PMCID: PMC10538395 DOI: 10.1016/j.drugalcdep.2023.110922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 07/11/2023] [Accepted: 08/03/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND Young adults frequently use alcohol, cannabis, and tobacco together. Given the increased prevalence of e-cigarette use and recreational cannabis use, we investigated daily patterns of alcohol, cannabis, and tobacco use and distinguished combustible tobacco from e-cigarettes. METHODS Young adult college students (N=341) reporting past-month alcohol and cannabis use "at the same time so that their effects overlapped" completed two 28-day bursts of repeated daily surveys. Exposures were day- and person-level use of each substance. Outcomes were (1) same-day co-use of each remaining substance or (2) poly-use of the other substances. RESULTS Daily use of alcohol, cannabis, combustible cigarettes, and e-cigarettes increased the odds of same-day co-use of the other substances (except combustible tobacco with e-cigarettes) and each poly-use outcome. The influence of person-level substance use on daily substance use was less consistent. Only e-cigarette use increased the odds of daily alcohol use. Use of either tobacco product but not alcohol increased the odds of daily cannabis use. Person-level alcohol and cannabis use increased the odds of daily use of either tobacco product but use of one tobacco product was not associated with daily use of the other product. CONCLUSIONS These findings increase our understanding of emerging daily patterns of alcohol, cannabis, and tobacco co-use, and the impact of different tobacco products. Future work is needed to extend this research into non-college samples and people who use tobacco but do not use alcohol and cannabis simultaneously, and examine daily chronologies of multiple substances that could serve as dynamic markers of risk.
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Affiliation(s)
- Alexander W Sokolovsky
- Center for Alcohol and Addiction Studies, Brown University, Box G-S121-5, Providence, RI 02912, United States.
| | - Dana Rubenstein
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, 2400 Pratt Street, Durham, NC 27705, United States
| | - Rachel L Gunn
- Center for Alcohol and Addiction Studies, Brown University, Box G-S121-5, Providence, RI 02912, United States
| | - Helene R White
- Rutgers Center of Alcohol and Substance Studies, Rutgers University, 607 Allison Road, Piscataway, NJ 08854-8001, United States
| | - Kristina M Jackson
- Center for Alcohol and Addiction Studies, Brown University, Box G-S121-5, Providence, RI 02912, United States
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Tucker JS, Seelam R, Green HD, Rodriguez A, Pollard MS. Alcohol and cannabis co-use in a national sample of U.S. adults ages 30-80. Addict Behav 2023; 142:107663. [PMID: 36842190 PMCID: PMC10049786 DOI: 10.1016/j.addbeh.2023.107663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 01/30/2023] [Accepted: 02/09/2023] [Indexed: 02/22/2023]
Abstract
INTRODUCTION Growing cannabis legalization has coincided with an increased focus on use of both alcohol and cannabis (AC co-use) among younger people; however, little is known about AC co-use among adults over age 30. This study examines the prevalence of different types of AC co-use among adults, as well as compares AC co-users and alcohol-only users on individual, social network, and neighborhood characteristics. METHODS Data come from three annual surveys of a nationally representative sample of 1,770 U.S. adults, initially between the ages of 30-80, conducted between 2019 and 2021. The baseline sample is 52.8 years old on average, 51.8 % female, and 60.1 % non-Hispanic White. RESULTS Past month co-use at baseline was reported by 8.4% of adults, and mostly consisted of simultaneous use, with less than 5% of the sample initiating co-use over the two-year follow-up period. Multivariable models indicate AC co-use was cross-sectionally associated with respondents being male, younger, Hispanic (vs White), and having more alcohol use and related problems, and with their social network composition (e.g., having more drinking buddies and cannabis users in the network). However, co-use status was not associated with mental health, physical ailments, or neighborhood quality. Longitudinal analyses indicated that AC co-use at baseline predicted more alcohol use one year later and alcohol related problems two years later among men only. CONCLUSIONS AC co-use among adults over age 30 deserves further attention given its prevalence and associations with heavier drinking and related problems. Network-focused interventions may be a promising approach for reducing AC co-use.
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Affiliation(s)
- Joan S Tucker
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, United States.
| | - Rachana Seelam
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, United States
| | - Harold D Green
- Indiana University School of Public Health, United States
| | - Anthony Rodriguez
- RAND Corporation, 20 Park Plaza, Suite 920, Boston, MA 02116, United States
| | - Michael S Pollard
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, United States
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Gómez Plata M, Laghi F, Zammuto M, Pastorelli C. Refusal self-efficacy and alcohol-related behaviours in community samples: a systematic review and meta-analysis. Curr Psychol 2022. [DOI: 10.1007/s12144-022-03954-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Hummer JF, Tucker JS, Rodriguez A, Davis JP, D’Amico EJ. A Longitudinal Study of Alcohol and Cannabis Use in Young Adulthood: Exploring Racial and Ethnic Differences in the Effects of Peer and Parental Influences From Middle Adolescence. J Stud Alcohol Drugs 2022; 83:684-694. [PMID: 36136439 PMCID: PMC9523756 DOI: 10.15288/jsad.21-00050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 02/04/2022] [Indexed: 01/19/2023] Open
Abstract
OBJECTIVE This study assessed how changes from middle adolescence to young adulthood in peer and parental influences relate to frequency of alcohol and cannabis use in young adulthood and evaluated the differences between three racial/ethnic groups. METHOD The analytic sample (n = 2,808; 52.9% female; 54% Hispanic, 22.9% White, 23.1% Asian/Pacific Islander) was derived from a longitudinal cohort initially recruited from 16 middle schools in Southern California who completed annual surveys. Data were collected across six waves beginning in Spring 2013 (mean age = 16.2) through Spring 2019 (mean age = 21.6). RESULTS Multigroup latent growth models revealed consistent increases during adolescence and young adulthood in perceived peer and parental approval of alcohol and cannabis and in the amount of time spent around peers who used these substances. After we controlled for prior use, these increases related to alcohol and cannabis use at age 21, with few exceptions. The time spent around peers most strongly influenced later cannabis use for Hispanic young adults, whereas the influence of peer approval on later alcohol and cannabis use, and parental approval on later alcohol use, was strongest among White young adults. CONCLUSIONS The frequency of alcohol and cannabis use in young adulthood was shaped, in part, from increases in direct and indirect peer influence and perceived parental approval of substance use across two important developmental periods. The findings highlight the importance of early and sustained intervention efforts targeting these social influences, especially among White adolescents, which may potentially decrease alcohol and cannabis use as youth enter young adulthood.
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Affiliation(s)
| | | | | | - Jordan P. Davis
- University of Southern California (USC), Suzanne Dworak-Peck School of Social Work, Los Angeles, California
- USC Institute for Addiction Science, Los Angeles, California
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Banyard V, A Waterman E, M Edwards K, Valente TW. Adolescent Peers and Prevention: Network Patterns of Sexual Violence Attitudes and Bystander Actions. J Interpers Violence 2022; 37:NP12398-NP12426. [PMID: 33719678 DOI: 10.1177/0886260521997448] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Peer sexual violence is a significant social problem that affects adolescents and can lead to negative mental health and developmental consequences. Peers are a significant source of influence for adolescent behavior. For example, recent studies show training teens to be bystanders can be an effective prevention strategy to reduce peer violence and harassment. Peers can also promote risky behaviors including substance use and violence. The current study examined how sexual violence-specific risk and protective attitudes (e.g., denial of peer sexual violence and positive peer prevention norms) and behaviors (alcohol use and bystander actions to prevent peer sexual violence) clustered within peer networks cross-sectionally and over time. Participants were 1,499 7th-10th graders who took surveys during an academic year and who reported having opportunity to take action as bystanders to peer sexual violence. Participants took surveys 6 months apart online in schools. Questions included nomination of best friends to capture information about peer networks. Social network analyses indicated that there was weak but significant clustering of positive prevention attitudes such as bystander denial and marginal clustering on reactive bystander behaviors to address sexual assault. For comparison, alcohol use and academic grades were analyzed and found to also cluster in networks in these data. These findings suggest that for early adolescents, peer bystander training may be influential for some key bystander attitudes and reactive sexual violence prevention behaviors as individual behaviors are not independent of those of their friends.
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Feldstein Ewing SW, Karalunas SL, Kenyon EA, Yang M, Hudson KA, Filbey FM. Intersection between social inequality and emotion regulation on emerging adult cannabis use. Drug Alcohol Depend Rep 2022; 3:100050. [PMID: 35694031 PMCID: PMC9187048 DOI: 10.1016/j.dadr.2022.100050] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 03/07/2022] [Accepted: 03/28/2022] [Indexed: 05/29/2023]
Abstract
Emerging adulthood (EA; ages 18-25) is characterized by socioemotional and neurodevelopmental challenges. Cannabis is a widely used substance among EAs, and hazardous use may increase risk for sustained use patterns and related health consequences. Research shows differential increases in hazardous use by objective as well as subjective measures of social inequality, with more concerning trajectories for youth with greater experiences of social inequality. Learning how to flexibly monitor and modify emotions in proactive ways (i.e., emotion regulation) is a central developmental task navigated during the EA window. Challenges to and with emotion regulation processes can contribute to the emergence of mental health symptoms during EA, including hazardous cannabis use. In this perspective, we highlight emotion dysregulation and social inequality as two critical factors that interact to either buffer against or exacerbate cannabis use during the EA period, noting critical gaps in the literature that merit additional research. We recommend novel methods and longitudinal designs to help clarify how dynamic cognition-emotion interplay predicts trajectories of negative emotional experiences and cannabis use in EA.
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D’Amico EJ, Rodriguez A, Tucker JS, Dunbar MS, Pedersen ER, Seelam R. Disparities in functioning from alcohol and cannabis use among a racially/ethnically diverse sample of emerging adults. Drug Alcohol Depend 2022; 234:109426. [PMID: 35364418 PMCID: PMC9175265 DOI: 10.1016/j.drugalcdep.2022.109426] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 03/16/2022] [Accepted: 03/17/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND Trajectory studies have consistently shown that alcohol and cannabis (AC) use during emerging adulthood (EA) affect functioning; however, few studies examine whether racial/ethnic disparities may occur at similar levels of use. METHODS We conducted web-based surveys across five waves from mean age 18.3 through 22.6. The sample (N = 2945) is 55% female, 46% Hispanic, 23% Asian, 23% White, 6% multi-racial (MR)/other, and 2% Black. MEASUREMENTS Past month substance use was defined as number of days used. Outcomes at age 22.6 included negative consequences, delinquency, physical ailments and health, depression and anxiety, peer relationship functioning, life satisfaction, employment, and education. RESULTS Compared to White EAs, Hispanic, Asian, and MR/other EAs reported less initial alcohol use; Hispanic and Asian EAs reported less initial cannabis use, whereas Black EAs reported more cannabis use. Greater initial frequency and increased frequency of AC use were associated with poorer outcomes (e.g., worse mental health). In terms of disparities, compared to White EAs, Hispanic EAs reported poorer physical health at the same levels of AC use; Hispanic, Asian, and MR/other EAs reported greater alcohol consequences and delinquency; Black, Hispanic, Asian and MR/other EAs reported lower life satisfaction; and Hispanic and MR/other EAs were less likely to pursue education beyond high school (although Asian EAs were more likely). CONCLUSIONS Findings emphasize that trajectories of AC use during EA are associated with a range of functional outcomes. Disparities in functioning at similar levels of AC use highlight the importance of reaching racially/ethnically diverse EAs with prevention and intervention programming.
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Affiliation(s)
| | | | | | - Michael S. Dunbar
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, Pennsylvania 15213
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Martz ME, Heitzeg MM, Lisdahl KM, Cloak CC, Ewing SWF, Gonzalez R, Haist F, LeBlanc KH, Madden PA, Ross JM, Sher KJ, Tapert SF, Thompson WK, Wade NE. Individual-, peer-, and parent-level substance use-related factors among 9- and 10-year-olds from the ABCD Study: Prevalence rates and sociodemographic differences. Drug Alcohol Depend Rep 2022; 3:100037. [PMID: 35445220 DOI: 10.1016/j.dadr.2022.100037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Background Although a relatively large body of research has identified multiple factors associated with adolescent substance use, less is known about earlier substance-related factors during preadolescence, including curiosity to use substances. The present study examined individual-, peer-, and parent-level domains pertaining to substance use and how these domains vary by sociodemographic subgroups and substance type. Methods Participants were 11,864 9- and 10-year-olds from the baseline sample of the Adolescent Brain Cognitive Development (ABCD) Study. Youth-reported measures were curiosity to use substances and perceived peer substance use. Parent-reported measures were availability of and rules about substances. Generalized logistic mixed models (GLMM) were used to compare these measures across alcohol, nicotine, and marijuana and across sociodemographic subgroupings (sex, race/ethnicity, household income, and family history of alcohol problems). GLMM was then used to examine predictors of curiosity to use by substance type. Results The most striking descriptive differences were found between race/ethnicity and income categories (e.g., positive associations between greater income and greater availability of alcohol). In multivariable analyses, greater curiosity to use alcohol was associated with being male, higher household income, perceived peer alcohol use, and easy alcohol availability; greater curiosity to use nicotine was associated with being male, perceived peer cigarette use, easy availability of cigarettes, and no parental rules about cigarette use. Conclusions This study identified substance use-related individual-, peer-, and parent-level factors among a diverse, national sample. Findings highlight the importance of considering sociodemographic and substance-specific variability and may help identify risk and protective factors preceding adolescent substance use.
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Ruberu TLM, Kenyon EA, Hudson KA, Filbey F, Ewing SWF, Biswas S, Choudhary PK. Joint risk prediction for hazardous use of alcohol, cannabis, and tobacco among adolescents: A preliminary study using statistical and machine learning. Prev Med Rep 2022; 25:101674. [PMID: 35127353 PMCID: PMC8800066 DOI: 10.1016/j.pmedr.2021.101674] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 11/23/2021] [Accepted: 12/12/2021] [Indexed: 11/17/2022] Open
Abstract
A risk prediction model for hazardous substance use among adolescents is proposed. The model predicts risk of hazardous use of alcohol, cannabis, and tobacco jointly. It uses statistical and machine learning methods for modeling of multiple outcomes. It may help identify adolescent users at elevated risk of hazardous substance use.
For some, substance use during adolescence may be a stepping stone on the way to substance use disorders in adulthood. Risk prediction models may help identify adolescent users at elevated risk for hazardous substance use. This preliminary analysis used cross-sectional data (n = 270, ages 13–18) from the baseline dataset of a randomized controlled trial intervening with adolescent alcohol and/or cannabis use. Models were developed for jointly predicting quantitative scores on three measures of hazardous substance use (Rutgers Alcohol Problems Index, Adolescent Cannabis Problem Questionnaire, and Hooked on Nicotine Checklist) based on personal risk factors using two statistical and machine learning methods: multivariate covariance generalized linear models (MCGLM) and penalized multivariate regression with a lasso penalty. The predictive accuracy of a model was evaluated using root mean squared error computed via leave-one-out cross-validation. The final proposed model was an MCGLM model. It has eleven risk factors: age, early life stress, age of first tobacco use, age of first cannabis use, lifetime use of other substances, age of first use of other substances, maternal education, parental attachment, family cigarette use, family history of hazardous alcohol use, and family history of hazardous cannabis use. Different subsets of these risk factors feature in the three outcome-specific components of this joint model. The quantitative risk estimate provided by the proposed model may help identify adolescent substance users of cannabis, alcohol, and tobacco who may be at an elevated risk of developing hazardous substance use.
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16
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Perez LG, Siconolfi D, Troxel WM, Tucker JS, Seelam R, Rodriguez A, Shih RA, D'Amico EJ. Loneliness and multiple health domains: associations among emerging adults. J Behav Med 2022; 45:260-271. [PMID: 34981307 PMCID: PMC8723800 DOI: 10.1007/s10865-021-00267-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 11/19/2021] [Indexed: 12/30/2022]
Abstract
Emerging adults (18–25 years), particularly racially/ethnically diverse and sexual and gender minority populations, may experience loneliness following major life transitions. How loneliness relates to health and health disparities during this developmental period is not well understood. We examine associations of loneliness with physical (self-rated health), behavioral (alcohol/marijuana consequences; nicotine dependence), and health behavior outcomes (weekday and weekend sleep; trouble sleeping), and investigate moderating effects by sex, race/ethnicity, and sexual/gender minority (SGM) status. Adjusted models using cross-sectional data from 2,534 emerging adults, predominantly in California, examined associations between loneliness and each outcome and tested interactions of loneliness with sex, race/ethnicity, and SGM status. Higher loneliness was significantly associated with worse self-rated health, higher marijuana consequences, less weekday sleep, and greater odds of feeling bothered by trouble sleeping. None of the interactions were significant. Findings suggest that interventions to reduce loneliness may help promote healthy development among emerging adults across subgroups.
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Affiliation(s)
- Lilian G Perez
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA, 90407-2138, USA.
| | - Daniel Siconolfi
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA, 15213, USA
| | - Wendy M Troxel
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA, 15213, USA
| | - Joan S Tucker
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA, 90407-2138, USA
| | - Rachana Seelam
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA, 90407-2138, USA
| | | | - Regina A Shih
- RAND Corporation, 1200 South Hayes Street, Arlington, VA, 22202, USA
| | - Elizabeth J D'Amico
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA, 90407-2138, USA
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Lee CM, Calhoun BH, Abdallah DA, Blayney JA, Schultz NR, Brunner M, Patrick ME. Simultaneous Alcohol and Marijuana Use Among Young Adults: A Scoping Review of Prevalence, Patterns, Psychosocial Correlates, and Consequences. Alcohol Res 2022; 42:08. [PMID: 35548267 PMCID: PMC9059839 DOI: 10.35946/arcr.v42.1.08] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Alcohol and marijuana are commonly used by young adults, and use of both substances, particularly at the same time, is prevalent among this population. Understanding the prevalence, patterns, correlates, and consequences of simultaneous alcohol and marijuana (SAM) use is important to inform interventions. However, this literature is complicated by myriad terms used to describe SAM use, including use with overlapping effects and same-day co-use. OBJECTIVES This scoping review identifies and describes the peer-reviewed literature focused on SAM use by young adults and distinguishes simultaneous use from same-day co-use of alcohol and marijuana. This review also provides a narrative summary of the prevalence of SAM use, patterns of SAM and other substance use, psychosocial correlates, and consequences of SAM use. ELIGIBILITY CRITERIA This review is limited to papers written in English and published in peer-reviewed journals between January 2000 and August 2021. It includes papers assessing simultaneous use or same-day co-use of alcohol and marijuana among young adults ages 18 to 30. Review papers, qualitative interviews, experimental lab studies, policy work, toxicology or medical reports, and papers focused on neurological outcomes are excluded. SOURCES OF EVIDENCE PubMed, PsycINFO, and Web of Science databases were searched. Databases were selected and the search strategy developed in consultation with an information specialist. CHARTING METHODS A data charting form was utilized to specify which information would be extracted from included papers. Eight categories of data were extracted: (1) research questions and hypotheses; (2) sample characteristics; (3) study procedures; (4) definition of SAM use; (5) prevalence of SAM use; (6) patterns of SAM and other substance use; (7) psychosocial correlates of SAM use; and (8) consequences of SAM use. RESULTS A total of 1,282 papers were identified through initial search terms. Through double-blind title/abstract screening and full-text review, the review was narrowed to 74 papers that met review inclusion criteria. Review of these papers demonstrated that SAM use was prevalent among young adults, particularly among those who reported heavier quantities and more frequent use of alcohol and marijuana. Enhancement-related motives for use were consistently positively associated with SAM use. SAM use was associated with greater perceived positive and negative consequences of alcohol and/or marijuana use. Inconsistencies in prevalence, patterns, correlates, and consequences were found between studies, which may be due to large variations in measurement of SAM use, populations studied, methodological design (e.g., cross-sectional vs. intensive longitudinal), and the covariates included in models. CONCLUSIONS The literature on simultaneous use and same-day co-use of alcohol and marijuana has expanded rapidly. Of the 74 included papers (61 on SAM use; 13 on same-day co-use), 60 papers (47 on SAM use; 13 on same-day co-use) were published within the last 5 years. Future research focusing on the ways in which SAM use confers acute risk, above and beyond the risks associated with separate consumption of alcohol and marijuana, is needed for understanding potential targets for intervention.
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Affiliation(s)
- Christine M. Lee
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington
| | - Brian H. Calhoun
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington
| | - Devon Alisa Abdallah
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington
| | - Jessica A. Blayney
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington
| | - Nicole R. Schultz
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington
| | - Meg Brunner
- Addictions, Drug, and Alcohol Institute, Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington
| | - Megan E. Patrick
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan
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Skinner ML, Guttmannova K, Oesterle S, Kuklinski MR. Simultaneous use of marijuana and alcohol: Potential prevention targets among young adults who use alcohol. Addict Behav 2022; 124:107118. [PMID: 34583272 PMCID: PMC8527988 DOI: 10.1016/j.addbeh.2021.107118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 08/12/2021] [Accepted: 09/08/2021] [Indexed: 01/03/2023]
Abstract
Simultaneous alcohol and marijuana use (SAM) such that their effects overlap has emerged as a behavior that is riskier than using either substance separately. It has been associated with high-risk binge drinking and driving while intoxicated during young adulthood, and it has been demonstrated to cause greater physical and mental impairment than use of alcohol or marijuana separately. To identify intervention and prevention targets specific to SAM, we examined the relationships between alcohol- and marijuana-specific beliefs and attitudes (risk factors) and self-reported SAM compared to non-simultaneous co-use (CAM) and alcohol use only in the past 30 days in a sample of young adults (n = 1,023, mean age = 23.17; SD = 0.43). Of those who reported drinking alcohol in the past 30 days, 20.7% reported SAM, 12.6% reported CAM, and 66.6% reported using only alcohol. Results from multinomial logistic regression analyses indicated that some marijuana-specific risk factors (e.g., belief that it is not at all wrong for someone their age to use marijuana) differentiated SAM or CAM from alcohol use only, but alcohol-specific risk factors generally did not. However, the perceptions that parents approved of their using marijuana or frequently drinking heavily were associated with a greater likelihood of SAM compared to CAM (OR ranged from 2.25 to 3.53). Findings point to the salience of individuals' attitudes and beliefs around marijuana use and their perception of parental approval of heavy drinking and marijuana use as potential targets for prevention programs targeting risk reduction among young adults.
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Affiliation(s)
- Martie L. Skinner
- Social Development Research Group, School of Social Work, University of Washington, 9725 3rd Ave. NE, Suite 401, Seattle, WA 98125, USA,Corresponding Author:
| | - Katarina Guttmannova
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington, Box 356560, Seattle, WA 98195-6560, USA
| | - Sabrina Oesterle
- Southwest Interdisciplinary Research Center, School of Social Work, Arizona State University, 411 N Central Ave., Suite 720, Phoenix, AZ, 85004, USA
| | - Margaret R. Kuklinski
- Social Development Research Group, School of Social Work, University of Washington, 9725 3rd Ave. NE, Suite 401, Seattle, WA 98125, USA
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Davis JP, Tucker JS, Stein BD, D'Amico EJ. Longitudinal effects of adverse childhood experiences on substance use transition patterns during young adulthood. Child Abuse Negl 2021; 120:105201. [PMID: 34245974 PMCID: PMC8384697 DOI: 10.1016/j.chiabu.2021.105201] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 06/10/2021] [Accepted: 06/27/2021] [Indexed: 05/27/2023]
Abstract
BACKGROUND Few studies have investigated how adverse childhood experiences are associated with substance use patterns during young adulthood, a crucial developmental period. OBJECTIVE The objective of this study was to extend current knowledge on the association between adverse childhood experiences and patterns of substance use among young adults. We also sought to understand how current mental health status and biological sex influences these patterns. PARTICIPANTS AND SETTING The current study utilized wave 8-wave 11 data of a longitudinal cohort study (N = 2880). METHODS We used latent transition analysis (LTA) to understand stability and transition patterns of substance use across participants who reported adverse childhood experiences (ACEs+) versus those who did not (ACEs-). Latent class regression was used to assess contemporaneous effects of mental health and sex on classes over time. RESULTS Both groups had similar patterns of substance use emerge at each timepoint: High all; Binge, tobacco, cannabis; and Steady/increasing binge drinking. ACEs+ had a higher proportion of youth in the High all class and much higher stability in this class, compared to the ACEs- group. Those in the ACES+ group were less likely to transition out of a riskier class. Mental health and sex showed differential effects across ACEs groups. CONCLUSION Results point to increased risk of polysubstance use, including opioids and prescription medications, among those who reported adverse childhood events. Future work may explore protective, malleable, factors that may confer reduced risk of long-term polysubstance use.
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Affiliation(s)
- Jordan P Davis
- Suzanne Dworak-Peck School of Social Work, USC Center for Artificial Intelligence in Society, USC Center for Mindfulness Science, USC Institute for Addiction Science, University of Southern California, United States of America.
| | - Joan S Tucker
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, United States of America
| | - Bradley D Stein
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA 15213, United States of America
| | - Elizabeth J D'Amico
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, United States of America
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20
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Lee MH, Kim-Godwin YS, Hur H. Race/ethnicity differences in risk and protective factors for marijuana use among U.S. adolescents. BMC Public Health 2021; 21:1167. [PMID: 34193108 PMCID: PMC8247234 DOI: 10.1186/s12889-021-11159-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Accepted: 05/24/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Little is known about how race and ethnicity influence marijuana-specific risk and protective factors in U.S. adolescents. We examined differences in risk and protective factors of marijuana use (MU) and their associations with MU by race/ethnicity. METHODS The present study used data from the 2015-2019 National Survey on Drug Use and Health. A total of 68,263 adolescents (aged 12 to 17 years) were divided into seven subgroups by race/ethnicity (White, Hispanic, Black, Asian, Native American, Native Hawaiian/Pacific Islander (NH/PI), and mixed race). Marijuana-specific risk and protective factors (RPFs) were examined, including perceived availability of marijuana, adolescents' perceived risk of MU and perceived disapproval of parents, peers, and close friends. Past-month, past-year, and lifetime MU were used as MU outcomes to examine the associations with RPFs as well as with race/ethnicity. RESULTS Overall, 6.85, 12.67, and 15.52% of the sample reported past-month, past-year, and lifetime MU respectively. Weighted adjusted logistic regression analyses revealed that mixed race adolescents reported the greatest perceived availability of marijuana, whereas Black and Asian adolescents had less access compared to White adolescents. The adolescents' perception of parental disapproval of MU was the lowest for Native American adolescents and highest for Asian adolescents. Mixed race adolescents experienced lower peer and close friend disapproval of MU while Black and Asian adolescents had higher. The MU risk perception was lower in most groups including Black, Hispanic, Native American, and mixed race adolescents, but not in Asian adolescents. Native American adolescents scored the highest on all MU outcomes, whereas Asian adolescents scored the lowest. Perceived availability of marijuana was associated with higher MU in all MU outcomes. Lower disapproval MU perceptions and lower MU risk perceptions were also associated with greater MU. CONCLUSION These findings suggest there is considerable heterogeneity of marijuana risk and protective factors and MU across race/ethnicity among U.S. adolescents.
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Affiliation(s)
- Meen Hye Lee
- School of Nursing, University of North Carolina Wilmington, 601 S College Rd, Wilmington, NC, 28403, USA
| | - Yeoun Soo Kim-Godwin
- School of Nursing, University of North Carolina Wilmington, 601 S College Rd, Wilmington, NC, 28403, USA
| | - Hyungjo Hur
- Department of Public Administration, Dankook University, 152 Jukjeon-ro, Suji-gu, Yongin-si, Gyeonggi-do, South Korea.
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Luken A, Thrul J, Johnson RM. Electronic cigarette and cannabis use: results from the 2018 Maryland Youth Risk Behavior Survey. J Cannabis Res 2021; 3:21. [PMID: 34172100 PMCID: PMC8234632 DOI: 10.1186/s42238-021-00080-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 06/08/2021] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE To determine the relationship between lifetime e-cigarette use and current cannabis use among youth. Our analyses accounted for county variability, in addition to student-level covariates. METHODS This study examined responses from high school students on a state-level population survey, the 2018 Maryland Youth Risk Behavior Survey/Youth Tobacco Survey, a cross-sectional, complex survey sample. Of participating students, final analyses included an unweighted sample of 41,091 9th to 12th grade students who provided complete reports for measured variables. Analyses with survey weights were conducted between August 2019 and May 2020. A multivariable logistic regression was conducted to investigate the association between lifetime e-cigarette use and current (past 30-day) cannabis use, after controlling for county, lifetime cigarette use, current (past 30-day) alcohol use, emotional distress, and demographics. RESULTS Lifetime e-cigarette use significantly increased the odds of current cannabis use among Maryland high school students (aOR = 6.04; 95% CI 5.27, 6.93). Other significant risk factors for current cannabis use included lifetime cigarette use (aOR 2.23, 95% CI 1.86, 2.68) and current alcohol use (aOR 5.21, 95% CI 4.42, 6.14). Significantly higher odds of current cannabis use were also found among older high school students, males, non-Hispanic Blacks and students identifying as other race, and those reporting emotional distress. CONCLUSIONS Lifetime e-cigarette use among Maryland high school students is strongly associated with current cannabis use when including counties as a covariate. Non-significant county differences, however, suggest smaller geographical units may be required to control for variability. Efforts should focus on reducing youth e-cigarette use to decrease cannabis use. Maryland's recent implementation of Tobacco 21 and a ban on flavored e-cigarettes will be of interest for future evaluations.
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Affiliation(s)
- Amanda Luken
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 N Broadway, Baltimore, Maryland, 21205, USA.
| | - Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 N Broadway, Baltimore, Maryland, 21205, USA.,Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, Maryland, USA.,Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
| | - Renee M Johnson
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 N Broadway, Baltimore, Maryland, 21205, USA
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22
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Guillouard M, Authier N, Pereira B, Soubrier M, Mathieu S. Cannabis use assessment and its impact on pain in rheumatologic diseases: a systematic review and meta-analysis. Rheumatology (Oxford) 2021; 60:549-556. [PMID: 33159797 DOI: 10.1093/rheumatology/keaa534] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 07/24/2020] [Accepted: 07/24/2020] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVES Despite classic analgesic or effective treatments in rheumatic diseases, such as synthetic DMARDs in RA, patients remain in pain and often turn to non-prescribed pharmacological alternatives, such as cannabis self-therapeutic use. However, this medical use of cannabis has not been thoroughly studied. METHODS We performed a systematic literature review up to June 2020. The incidence of cannabis consumption was calculated by metaproportion. Differences between cannabis users and non-users were expressed as standardized mean differences using the inverse-variance method. We also assessed the effects of cannabis on pain. RESULTS A total of 2900 patients reported cannabis consumption in a sample of 10 873 patients [incidence 40.4% (95% confidence interval (CI): 0.28, 0.54)], and 15.3% (95% CI: 0.07, 0.27) specified that they were currently taking cannabis. Cannabis use was higher in the four fibromyalgia studies [68.2% (95% CI: 0.41, 0.90), n = 611] compared with seven articles concerning RA or lupus [26.0% (95% CI: 0.14, 0.41), n = 8168]. Cannabis consumption was associated with a decrease in pain intensity [VAS pain at baseline 8.2 (2.9) vs 5.6 (3.5) mm over time; pooled effect size -1.75 (95% CI: -2.75, -0.76)]. Cannabis users were younger [58.4 (11.4) vs 63.6 (12.1) years; P <0.001], more often smokers [OR 2.91 (95% CI: 1.84, 4.60)] or unemployed [OR 2.40 (95% CI: 1.31, 4.40)], and had higher pain intensity [5.0 (2.4) vs 4.1(2.6) mm; P <0.001] than non-users. CONCLUSION Nearly 20% of patients suffering from rheumatologic diseases actively consume cannabis, with an improvement in pain. The issue of cannabis use in the management of these patients should be addressed during medical consultation, essentially with cannabis-based standardized pharmaceutical products.
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Affiliation(s)
- M Guillouard
- Rheumatology Department, Clermont-Ferrand University Hospital, Clermont-Ferrand, France
| | - N Authier
- Université Clermont Auvergne, UMR INSERM 1107, CHU, Clermont-Ferrand, France.,Institut ANALGESIA, Faculté de Médecine, Clermont-Ferrand, France.,Observatoire Français des Médicaments Antalgiques (OFMA), French Monitoring Centre for Analgesic Drugs, CHU, Clermont-Ferrand, France
| | - B Pereira
- Biostatistics Unit (Clinical Research Direction), University Hospital of Clermont-Ferrand (CHU), Clermont-Ferrand, France
| | - M Soubrier
- Rheumatology Department, Clermont-Ferrand University Hospital, Clermont-Ferrand, France
| | - S Mathieu
- Rheumatology Department, Clermont-Ferrand University Hospital, Clermont-Ferrand, France
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D'Amico EJ, Davis JP, Tucker JS, Seelam R, Stein BD. Opioid misuse during late adolescence and its effects on risk behaviors, social functioning, health, and emerging adult roles. Addict Behav 2021; 113:106696. [PMID: 33264695 DOI: 10.1016/j.addbeh.2020.106696] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 09/04/2020] [Accepted: 10/02/2020] [Indexed: 12/22/2022]
Abstract
Opioid misuse has emerged in recent years as a major public health concern in the United States, particularly for adolescents and emerging young adults. We examined the association of opioid misuse from ages 18 to 20 with four domains at age 21-22: risk behaviors and consequences; health; social functioning; and emerging adult roles. Participants were surveyed annually from 2008 through 2019. The sample includes N = 2880 youth from waves 8-11. The sample was approximately 18 years old at wave 8; 54% female, 46% Hispanic, 20% white, 20% Asian, 2% Black, and 11% multiracial. Opioid misuse was low in this general sample of young adults, with about 4% reporting misuse from age 18-20. We used latent growth curve modeling to examine how misuse from ages 18-20 was associated with functioning at age 21-22. Adolescents who reported opioid misuse at age 18 also reported more negative consequences from alcohol and cannabis use and greater odds of other prescription drug misuse at age 21-22 than those with no misuse. Those reporting opioid misuse at age 18 were also more likely to engage in sexual risk behaviors, report delinquent behavior, and have a higher likelihood of experiencing sexual victimization and engaging in sexual perpetration at age 21-22 than those with no misuse. Neither the intercept nor slope of opioid misuse was associated with depression, anxiety, physical health or ailments, satisfaction with friends, romantic relationship functioning, or emerging adult roles at wave 11. Findings highlight the importance of screening and brief intervention for adolescents reporting opioid misuse.
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Affiliation(s)
- Elizabeth J D'Amico
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, USA.
| | - Jordan P Davis
- Suzanne Dworak-Peck School of Social Work, USC Center for Artificial Intelligence in Society, USC Center for Mindfulness Science, USC Institute for Addiction Science, 669 W 34th St, Los Angeles, CA 90089, USA
| | - Joan S Tucker
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, USA
| | - Rachana Seelam
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138, USA
| | - Bradley D Stein
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA 15213, USA
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Aparicio-herguedas JL, Rodríguez-medina J, González-hernández JC, Fraile-aranda A. Teaching Skills Assessment in Initial Teacher Training in Physical Education. Sustainability 2020; 12:9668. [DOI: 10.3390/su12229668] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This paper assessed the impact of two teacher training degrees in Physical Education, one focusing on primary school teaching and the other one concerning secondary school teaching. Data from students of both degrees were statistically compared and contrasted taking into account four training scopes from the Questionnaire of Perception of Teaching Skills in Physical Education. A three-stage analysis was carried out: (i) a descriptive stage, (ii) an invariance analysis, and (iii) a comparison of latent means across the degrees. The results show significant statistical differences between the two degrees regarding the training impact on developing skills for physical and motor development basics, contents for learning, and physical activity promoting health; however, no statistically significant differences were found regarding the learning and teaching processes in Physical Education. Moreover, in both degrees, the training proved to be insufficient for developing the skill in inclusive education.
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D'Amico EJ, Rodriguez A, Dunbar MS, Firth CL, Tucker JS, Seelam R, Pedersen ER, Davis JP. Sources of cannabis among young adults and associations with cannabis-related outcomes. Int J Drug Policy 2020; 86:102971. [PMID: 33038599 DOI: 10.1016/j.drugpo.2020.102971] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 08/13/2020] [Accepted: 09/12/2020] [Indexed: 11/25/2022]
Abstract
BACKGROUND The ways in which young people learn about cannabis product availability and where they obtain cannabis products are important to understand for prevention and intervention efforts. METHODS Young adults who reported past month cannabis use (N = 758) completed an online survey in 2018-2019 on how they obtained cannabis and the products they used in a newly legalized market in Los Angeles (mean age 21.6; 44% Hispanic, 27% white, 15% Asian). RESULTS Overall, 59.1% obtained cannabis from recreational cannabis retailers (RCRs), 51.5% from family or friends, 39.1% from medical cannabis dispensaries (MCDs), and 5.5% from strangers or dealers in the past month. Compared to those getting cannabis from family or friends, those getting cannabis from MCDs or RCRs spent more money, used more cannabis products, were more likely to use alone, used greater quantities of bud/flower, and reported more consequences from use. Further, those obtaining cannabis from MCDs were more likely to screen positive for cannabis use disorder (CUD). For type of products, those obtaining cannabis from MCDs or RCRs were more likely to use joints, bongs, pipes, dabs, vape, and consume edibles relative to those obtaining from family or friends. Subgroup differences were found for both source patterns and cannabis-related outcomes. Males and those with a cannabis medical card reported spending more money on cannabis, using more types of products, and indicated more frequent use and greater CUD symptoms and consequences. Compared to Whites, Blacks spent more money on cannabis and used more products, and Hispanics reported using more products and greater quantities of cannabis bud/flower. CONCLUSIONS Findings highlight the different ways that young adults obtain cannabis, and how young adults with a medical cannabis card may be at greater risk for problems compared to young adults who use cannabis recreationally.
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Affiliation(s)
| | - Anthony Rodriguez
- RAND Corporation, 20 Park Plaza, 9th Floor, Suite 920, Boston, MA 02116
| | - Michael S Dunbar
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA 15213
| | | | - Joan S Tucker
- RAND Corporation, 1776 Main St., Santa Monica, CA 90407
| | | | - Eric R Pedersen
- RAND Corporation, 1776 Main St., Santa Monica, CA 90407; University of Southern California, Keck School of Medicine, Department of Psychiatry and Behavioral Sciences, Los Angeles, CA 90033
| | - Jordan P Davis
- University of Southern California, Suzanne Dworak-Peck School of Social Work, Los Angeles CA, USC Center for Artificial Intelligence in Society, USC Center for Mindfulness Science, USC Institute for Addiction Science
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Tucker JS, Davis JP, Seelam R, Stein BD, D’Amico EJ. Predictors of Opioid Misuse During Emerging Adulthood: An Examination of Adolescent Individual, Family and Peer Factors. Drug Alcohol Depend 2020; 214:108188. [PMID: 32717502 PMCID: PMC7448784 DOI: 10.1016/j.drugalcdep.2020.108188] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 07/06/2020] [Accepted: 07/13/2020] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Opioid misuse has reached epidemic proportions among emerging adults in the U.S. To inform prevention efforts, this study examined adolescent factors related to alcohol and marijuana (AM) use that are associated with a higher or lower risk for opioid misuse during emerging adulthood. METHODS We used 11 waves of survey data from a diverse California cohort (N = 6,509). Predictor variables from waves 1-7 (ages 11-17) included individual (resistance self-efficacy, positive expectancies) family (older sibling and important adult use), and peer (perceived norms, time spent with peers who use, peer approval) factors. Opioid misuse at wave 8 (mean age = 18.3) and wave 11 (mean age = 21.6) included heroin and nonmedical prescription drug use. RESULTS Initial latent growth models (LGMs) indicated that nearly all intercepts and slopes for individual, family, and peer AM factors predicted opioid misuse at waves 8 and 11. These associations were reduced to non-significance after adjusting for prior other substance use with the exception of three intercepts: positive expectancies, peer approval, and older sibling use predicted a higher probability of opioid misuse at wave 8. CONCLUSIONS Stronger AM positive expectancies, perceived peer approval of AM use, and older sibling AM use during adolescence are associated with a higher likelihood of opioid misuse during the transition to emerging adulthood. However, most adolescent factors were no longer associated with subsequent opioid misuse after adjusting for history of other substance use, highlighting the importance of considering the larger context of substance use in studies of opioid misuse among young people.
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Affiliation(s)
- Joan S. Tucker
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138
| | - Jordan P. Davis
- Suzanne Dworak-Peck School of Social Work, USC Center for Artificial Intelligence in Society, USC Center for Mindfulness Science, USC Institute for Addiction Science, University of Southern California
| | - Rachana Seelam
- RAND Corporation, 1776 Main Street, PO Box 2138, Santa Monica, CA 90407-2138
| | - Bradley D. Stein
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA 15213
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Dunbar MS, Davis JP, Tucker JS, Seelam R, Shih RA, D'Amico EJ. Developmental Trajectories of Tobacco/Nicotine and Cannabis Use and Patterns of Product Co-use in Young Adulthood. Tob Use Insights 2020; 13:1179173X20949271. [PMID: 32922109 PMCID: PMC7446261 DOI: 10.1177/1179173x20949271] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 07/08/2020] [Indexed: 11/15/2022] Open
Abstract
Introduction Concurrent co-use of tobacco/nicotine and cannabis (T/C) products is common among young people and may increase risks for negative health and psychosocial outcomes, but little is known about developmental patterns of T/C co-use. This study aimed to identify distinct trajectory classes of concurrent T/C co-use from ages 16 to 21 and compare groups on T/C co-use behaviors in young adulthood. Methods Participants (n = 2497) reported T/C use on annual online surveys from 2015 to 2019 (ages 16-22). We used parallel process growth mixture models to model simultaneous trajectories of past-month cigarette, e-cigarette, smokeless tobacco, and cannabis use and identify latent classes of T/C trajectories. Classes were then compared on types and number of T/C products used and types of T/C co-use in young adulthood. Results Models revealed 4 T/C classes: Low/No T/C Use, Early Concurrent T/C Co-use, Late Concurrent T/C Co-use, and Tobacco Quitters/Cannabis Maintainers. Compared to other classes, the Early Concurrent T/C Co-use group-individuals with rapid progression to concurrent T/C co-use during adolescence-were more likely to report poly-tobacco use, poly-cannabis use, same-occasion sequential T/C co-use and T/C co-administration (ie, mixing T/C) of both combustible and vaping products in young adulthood. Conclusion Early progression to concurrent T/C co-use in adolescence is prospectively linked to poly-product use and co-use of T/C products in young adulthood. Prevention efforts targeting co-use of T/C products in adolescence may help to reduce riskier patterns of T/C use and co-use in young adulthood.
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