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Dai HD, Thiel G, Hafer D. Perceived racism and discrimination and youth substance use in the United States - Intersections with sex and ethnicity. Prev Med 2024; 178:107811. [PMID: 38081420 PMCID: PMC10928724 DOI: 10.1016/j.ypmed.2023.107811] [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: 09/14/2023] [Revised: 12/05/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023]
Abstract
OBJECTIVES This study sought to examine associations between U.S. adolescents' perceived racism and discrimination (PRD) at school and current substance use. METHODS Data were drawn from the Adolescent Behaviors and Experiences Survey (ABES), a probability sample of U.S. high school students in 2021 (n = 7705). Multivariable regression models were conducted to examine associations of PRD with current (past 30-day) use of tobacco products, marijuana, alcohol, and prescription opioid misuse. Interaction effects of PRD and demographic factors were tested. RESULTS Among participants in the 2021 ABES, PRD was associated with higher odds of current use of tobacco (AOR = 1.3, p = 0.03), marijuana (AOR = 1.3, p = 0.03), alcohol (AOR = 1.2, p = 0.03), and misuse of prescription opioids (AOR = 1.6, p = 0.004). The effects of PRD on current tobacco and alcohol use differed by Hispanic and non-Hispanic adolescents (interaction effect = 0.007 and 0.01, respectively) with higher odds among Hispanic youth than among non-Hispanic counterparts. The associations of PRD and current tobacco use, marijuana use, alcohol use, and misuse of prescription opioids were moderated by sex with more pronounced effects on males than females. CONCLUSIONS Efforts to promote awareness and create support environments that value diversity and inclusivity at school are needed to mitigate adolescent exposure to racism and discrimination.
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Affiliation(s)
- Hongying Daisy Dai
- College of Public Health University of Nebraska Medical Center, Omaha, NE, United States.
| | - Grace Thiel
- College of Public Health University of Nebraska Medical Center, Omaha, NE, United States; College of Osteopathic Medicine, Kansas City University, Kansas City, MO, United States
| | - Dylan Hafer
- College of Public Health University of Nebraska Medical Center, Omaha, NE, United States; College of Osteopathic Medicine, Kansas City University, Kansas City, MO, United States
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2
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Dunbar MS, Davis JP, Tucker JS, Seelam R, Rodriguez A, D'Amico EJ. Parallel trajectories of vaping and smoking cannabis and their associations with mental and physical well-being among young adults. Drug Alcohol Depend 2023; 251:110918. [PMID: 37611482 PMCID: PMC10538384 DOI: 10.1016/j.drugalcdep.2023.110918] [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: 05/12/2023] [Revised: 07/28/2023] [Accepted: 08/01/2023] [Indexed: 08/25/2023]
Abstract
BACKGROUND Vaping and smoking are common modes of using cannabis (THC) among young adults, but little is known about how patterns of cannabis vaping and smoking unfold over time or how using one or both types of products may differently affect mental and physical well-being. This study examines parallel processes of cannabis vaping and smoking over 5 years and mental and physical outcomes in a sample of young adults. METHODS Annual surveys were conducted between 2016 and 2022 with a mostly California-based cohort of 2428 young adults. Parallel process growth mixture models examined trajectories of past-month frequency of cannabis vaping and smoking from ages 20 - 25. Classes were extracted based on parallel trajectories of vaped and smoked product use. Models assessed differences in self-reported mental (anxiety, depression) and physical (ailments, subjective overall) well-being outcomes in young adulthood across classes, adjusting for demographic characteristics and mental and physical well-being at pre-baseline (average age 19). RESULTS Four cannabis vaping/smoking classes emerged: low use of cannabis (84.7%), decreasing smoking, low-moderate vaping (7.1%), stable moderate smoking, decreasing vaping (4.6%), and rapid increasing dual use (3.4%). Classes were similar on physical well-being indicators in young adulthood. The rapid increasing dual use class showed higher anxiety and depressive symptoms compared to other classes. CONCLUSION Progression to higher frequency of both vaping and smoking cannabis in young adulthood may contribute to poorer mental well-being compared to other use patterns. Targeted efforts to reduce dual vaping and smoking in young people who use cannabis may be needed.
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Affiliation(s)
- Michael S Dunbar
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA 15213, United States.
| | - Jordan P Davis
- University of Southern California, Los Angeles, CA 90089, United States
| | - Joan S Tucker
- RAND Corporation, 1776 Main St, Santa Monica, CA 90401, United States
| | - Rachana Seelam
- RAND Corporation, 1776 Main St, Santa Monica, CA 90401, United States
| | - Anthony Rodriguez
- RAND Corporation, 20 Park Plaza, Suite 920, Boston, MA 02116, United States
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3
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Sun R, Mendez D, Warner KE. The Association Between Cannabis Use and Subsequent Nicotine Electronic Cigarette Use Among US Adolescents. J Adolesc Health 2023; 73:133-140. [PMID: 37031094 DOI: 10.1016/j.jadohealth.2023.02.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 01/01/2023] [Accepted: 02/06/2023] [Indexed: 04/10/2023]
Abstract
PURPOSE The current study assessed the association between cannabis use among youth never e-cigarette users and subsequent e-cigarette use. METHODS The Population Assessment of Tobacco and Health Study is a nationally representative cohort study. Participants aged 12 years and older were selected using a 4-stage, stratified probability sample design from the US civilian, noninstitutionalized population. We included adolescents who participated in both wave 4.5 (2017-2018) and wave 5 (2018-2019) of Population Assessment of Tobacco and Health, and were never e-cigarette users at baseline (N = 9,925). Through multivariable logistic regressions, we examined the prospective association between cannabis use and subsequent e-cigarette use. RESULTS E-cigarette use at wave five was significantly more common among youth cannabis users at wave 4.5. The adjusted relative risks between ever cannabis use and subsequent past 12-month, past 30-day, and frequent e-cigarette use (≥20 days per month) were 1.53 (95% CI, 1.26-1.81), 1.70 (95% CI, 1.25-2.15), and 2.10 (95% CI, 1.17-3.03), respectively. The adjusted relative risks between past 30-day cannabis use and subsequent past 12-month, past 30-day, and frequent e-cigarette use were 1.54 (95% CI, 1.04-2.28), 2.01 (95% CI, 1.23-3.29), and 2.87 (95% CI, 1.44-5.71), respectively. We also found significant associations between ever cannabis vaping with subsequent e-cigarette use. DISCUSSION While previous research associates e-cigarette use with subsequent onset of cannabis use, we identify a reverse directional effect, where adolescent cannabis use is associated with increased likelihood of future e-cigarette use.
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Affiliation(s)
- Ruoyan Sun
- Department of Health Policy and Organization, School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama.
| | - David Mendez
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Kenneth E Warner
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, Michigan
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4
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West JC, Burt KB, Klemperer EM, Chen HL, Villanti AC. Latent Classes of Perceived Addictiveness Predict Marijuana, Alcohol, and Tobacco Use in Youth and Young Adults. Subst Use Misuse 2023; 58:454-464. [PMID: 36692093 PMCID: PMC10227722 DOI: 10.1080/10826084.2023.2167497] [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] [Indexed: 01/25/2023]
Abstract
Background: Mass media substance use prevention efforts target addiction perceptions in young people. This study examined youth and young adults' (YAs) perceived addictiveness across several substances and the associations between addiction perceptions and substance use. Methods: Data were collected in 2019 in an online cohort study of Vermonters aged 12-25. Latent class analyses grouped participants by perceived addictiveness of nicotine, caffeine, alcohol, marijuana, cigarettes, electronic vapor products (EVPs), and opioids. Bivariate multinomial logistic and modified Poisson regression estimated associations between sociodemographics, substance use correlates, and subsequent use across latent classes. Results: Four latent classes captured addiction perceptions: high perceived addictiveness of EVPs, cigarettes, marijuana, and alcohol (Class 1: n = 317; 31.3%), low perceived addictiveness of marijuana, alcohol, and caffeine (Class 2: n = 151; 14.3%), low perceived addictiveness of marijuana (Class 3: n = 581; 46.5%), and low perceived addictiveness of nicotine, cigarettes, and EVPs (Class 4: n = 83; 7.9%). For each year increase in age, there was a 36% increased likelihood of being in Class 2 (vs. Class 1) and a 148% increased likelihood of belonging to Class 3 (vs. Class 1). Low perceived addictiveness classes were associated with ever and past 30-day marijuana and alcohol use and predicted past 30-day alcohol use at three-month follow-up. Membership in Classes 2 and 3 also predicted past 30-day marijuana use at Wave 3. Discussion: The strong association between age and latent classes defined by low perceived addictiveness suggests age group differences in addiction perceptions. Findings suggest that YAs may benefit from prevention messaging on addictiveness.
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Affiliation(s)
- Julia C West
- Vermont Center on Behavior and Health, Department of Psychiatry, The University of Vermont Larner College of Medicine, Burlington, Vermont, USA
- Department of Psychological Science, The University of Vermont, Burlington, Vermont, USA
| | - Keith B Burt
- Department of Psychological Science, The University of Vermont, Burlington, Vermont, USA
| | - Elias M Klemperer
- Vermont Center on Behavior and Health, Department of Psychiatry, The University of Vermont Larner College of Medicine, Burlington, Vermont, USA
- Department of Psychological Science, The University of Vermont, Burlington, Vermont, USA
| | - Harry L Chen
- Department of Family Medicine, The University of Vermont Larner College of Medicine, Burlington, Vermont, USA
| | - Andrea C Villanti
- Vermont Center on Behavior and Health, Department of Psychiatry, The University of Vermont Larner College of Medicine, Burlington, Vermont, USA
- Department of Psychological Science, The University of Vermont, Burlington, Vermont, USA
- Rutgers Center for Tobacco Studies; Department of Health Behavior, Society and Policy, Rutgers School of Public Health, New Brunswick, New Jersey, USA
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5
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Keyes KM, Kaur N, Kreski NT, Chen Q, Martins SS, Hasin D, Olfson M, Mauro PM. Temporal trends in alcohol, cannabis, and simultaneous use among 12th-grade U.S. adolescents from 2000 to 2020: Differences by sex, parental education, and race and ethnicity. Alcohol Clin Exp Res 2022; 46:1677-1686. [PMID: 36125706 PMCID: PMC9635013 DOI: 10.1111/acer.14914] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 06/14/2022] [Accepted: 07/16/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND Simultaneous use of alcohol and cannabis to enhance each other's effect can cause potential harm. Time trends are diverging in adolescent use of alcohol, which is declining, and cannabis, which is increasing among certain subgroups. However, little is known about trends in their simultaneous and non-simultaneous use. Racial and socioeconomic disparities are emerging in cannabis use, which may portend consequences to public health. METHODS The 2000 to 2020 Monitoring the Future surveys included approximately 38,000 U.S. 12th-grade students with information on simultaneous use and pertinent demographic factors. A 5-level alcohol/cannabis measure included past-year simultaneous use (i.e., alcohol and cannabis use at the same time), non-simultaneous alcohol and cannabis use, alcohol-use-only, cannabis-use-only, and no use. Multinomial logistic regressions estimated associations (adjusted relative risk ratios; aRRR) with time period (2000 to 2004, 2005 to 2009, 2010 to 2014, 2015 to 2020). Models were adjusted and included interactions with sex, race/ethnicity, and parental education. RESULTS Between 2000 and 2020, simultaneous alcohol/cannabis use among 12th graders decreased from 24.4% to 18.7%. From 2015 to 2020 compared to 2000 to 2004, the odds of simultaneous use (adjusted relative risk ratio (aRRR) vs. no use = 0.57, 95% CI [0.50, 0.66]) and alcohol-use-only (aRRR = 0.55, 95% CI [0.49, 0.61]) decreased, while cannabis-use-only odds increased (aRRR = 2.59, 95% CI [1.87, 3.59]). Notably, the prevalence of cannabis-use-only more than doubled from 2011 to 2019. The odds of simultaneous use, alcohol-use-only, and non-simultaneous use of alcohol and cannabis declined more rapidly among males than females, whereas the odds for cannabis-use-only increased faster for females than males. Increases in cannabis-use-only were faster for non-white adolescents. CONCLUSION Simultaneous use of alcohol and cannabis is declining among U.S. adolescents, but the decline is slower among females than males. Declines in simultaneous use are largely concomitant with historical declines in alcohol use, indicating that a continued focus on reducing alcohol use among adolescents and young adults has extended benefits to other adolescent substance use. However, cannabis use without any reported past-year alcohol use more than doubled in the last decade, a concerning trend.
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Affiliation(s)
- Katherine M Keyes
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Navdep Kaur
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Noah T Kreski
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Qixuan Chen
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Silvia S Martins
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
| | - Deborah Hasin
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
- New York State Psychiatric Institute, College of Physicians and Surgeons of Columbia University, New York, New York, USA
| | - Mark Olfson
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
- New York State Psychiatric Institute, College of Physicians and Surgeons of Columbia University, New York, New York, USA
| | - Pia M Mauro
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York, USA
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6
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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] [Abstract] [Key Words] [MESH Headings] [Grants] [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)
| | | | - Joan S Tucker
- RAND Corporation, 1776 Main St., Santa Monica, CA 90401, USA
| | - Michael S Dunbar
- RAND Corporation, 4570 Fifth Avenue, Suite 600, Pittsburgh, PA 15213, USA
| | - Eric R Pedersen
- University of Southern California, Los Angeles, CA 90089, USA
| | - Rachana Seelam
- RAND Corporation, 1776 Main St., Santa Monica, CA 90401, USA
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7
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Chaffee BW. National Surveillance of Youth Substance Use: Keeping Up With Changing Times. Am J Public Health 2022; 112:564-566. [PMID: 35319923 PMCID: PMC8961856 DOI: 10.2105/ajph.2022.306716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/30/2021] [Indexed: 11/04/2022]
Affiliation(s)
- Benjamin W Chaffee
- Benjamin W. Chaffee is with the Center for Tobacco Control Research and Education, University of California, San Francisco
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8
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Lanza HI, Bello MS, Cho J, Barrington-Trimis JL, McConnell R, Braymiller JL, Krueger EA, Leventhal AM. Tobacco and cannabis poly-substance and poly-product use trajectories across adolescence and young adulthood. Prev Med 2021; 148:106545. [PMID: 33812854 PMCID: PMC8851564 DOI: 10.1016/j.ypmed.2021.106545] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 03/29/2021] [Accepted: 03/30/2021] [Indexed: 11/18/2022]
Abstract
Tobacco and cannabis poly-substance and poly-product use is common in adolescents and young adults (AYAs), but few studies have examined developmental trajectories of poly-use. This study characterized the prevalence, patterns, and racial/ethnic and sex differences of developmental trajectories of use and poly-use of 8 different widely-marketed tobacco and cannabis products across adolescence and young adulthood. 3322 AYAs from Los Angeles, California completed 5 surveys from fall of 11th grade (2015) to 1-2 years post-high school (2018-2019). Self-reported past 30-day use of three tobacco (nicotine vaping, cigarette, hookah) and five cannabis (combustible, blunt, edible, vaping, dabbing) products were analyzed using parallel growth mixture modeling to identify tobacco and cannabis use and poly-use trajectories; racial/ethnic and sex differences were evaluated as correlates of trajectory membership. Five trajectories were identified: Non-Users (58.6%); Young Adult-Onset Poly-Substance/Poly-Product Users (15.8%); Decreasing Moderate Poly-Substance/Poly-Product Users (9.8%); Increasing Predominant Cannabis Poly-Product Users (8.3%); and Chronic Poly-Substance/Poly-Product Users (7.3%). Within trajectories, developmental patterns of each tobacco and cannabis product were similar. Non-Hispanic White (vs. non-NH White) participants had higher odds of belonging to the Chronic Poly-Substance/Poly-Product Users (vs. Non-Users) trajectory (aOR = 2.24[1.37,3.67]); females (vs. males) had higher odds of belonging to the Young Adult-Onset Poly-Substance/Poly-Product Users (vs. Non-Users) trajectory (aOR = 1.30[1.02-1.66]). Tobacco and cannabis poly-substance use patterns, including use of various products, appear to be a common developmental trajectory during some point in adolescence and young adulthood. The interplay of tobacco and cannabis poly-substance/poly-product use merit attention in prevention and regulatory policies to protect AYA health.
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Affiliation(s)
- H Isabella Lanza
- Department of Human Development, California State University, Long Beach, CA 90840, USA.
| | - Mariel S Bello
- Department of Psychology, University of Southern California, Los Angeles, CA 90033, USA
| | - Junhan Cho
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA 90032, USA
| | | | - Rob McConnell
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA 90032, USA
| | - Jessica L Braymiller
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA 90032, USA
| | - Evan A Krueger
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA 90032, USA
| | - Adam M Leventhal
- Department of Psychology, University of Southern California, Los Angeles, CA 90033, USA; Department of Preventive Medicine, University of Southern California, Los Angeles, CA 90032, USA; USC Norris Comprehensive Cancer Center, Los Angeles, CA 90033, USA
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9
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Gu J, Guo X, Veenstra G, Zhu Y, Fu Q. Adolescent Marijuana Use in the United States and Structural Breaks: An Age-Period-Cohort Analysis, 1991-2018. Am J Epidemiol 2021; 190:1056-1063. [PMID: 33324982 DOI: 10.1093/aje/kwaa269] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 12/02/2020] [Accepted: 12/09/2020] [Indexed: 12/26/2022] Open
Abstract
To investigate temporal patterns, sociodemographic gradients, and structural breaks in adolescent marijuana use in the United States from 1991 to 2018, we used hierarchical age-period-cohort logistic regression models to distinguish temporal effects of marijuana use among 8th, 10th, and 12th graders from 28 waves of the Monitoring the Future survey (1991-2018). Structural breaks in period effects were further detected via a dynamic-programing-based method. Net of other effects, we found a clear age-related increase in the probability of marijuana use (10.46%, 23.17%, and 31.19% for 8th, 10th, and 12th graders, respectively). Period effects showed a substantial increase over time (from 16.23% in 2006 to 26.38% in 2018), while cohort effects remained stable throughout the study period. Risk of adolescent marijuana use varied by sex, racial group, family status, and parental education. Significant structural breaks during 1995-1996, 2006-2008, and 2011-2013 were identified in different subpopulations. A steady increase in marijuana use among adolescents during the latter years of this time period was identified. Adolescents who were male, were non-Black, lived in nonintact families, and had less educated parents were especially at risk of marijuana usage. Trends in adolescent marijuana use changed significantly during times of economic crisis.
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Caamano-Isorna F, Adkins A, Aliev F, Moure-Rodríguez L, Dick DM. Population Attributable Fraction of Early Age of Onset of Alcohol Use in Alcohol Abuse and Dependence: A 3-Year Follow-Up Study in University Students. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E2159. [PMID: 32213910 PMCID: PMC7142956 DOI: 10.3390/ijerph17062159] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 03/17/2020] [Accepted: 03/19/2020] [Indexed: 11/16/2022]
Abstract
BACKGROUND we aimed to determine the risk factors and associated population attributable fractions (PAFs) for the age of onset of alcohol use and also to identify protective factors. METHODS we analyzed follow-up data collected between autumn 2011 and spring 2016 (n = 5170) from the first two cohorts (2011, 2012) of the Spit for ScienceTM project. The dependent variables were alcohol abuse and dependence, and the independent variables were age of drinking onset, residence, ethnicity, religiosity, sexual orientation and work status. We determined the odds ratios (OR) using multilevel logistic regression for repeated measures in SPSSv.20. RESULTS the early onset of alcohol use was associated with an increased risk of alcohol abuse and dependence among females (OR = 14.98; OR = 11.83) and males (OR = 7.41; OR = 6.24). The PAFs for the early onset of alcohol use in alcohol abuse and dependence were respectively 80.9% and 71.7% in females and 71.0% and 63.5% in males. Among females, being white (OR = 1.58; OR = 1.51), living off-campus (OR = 1.73; OR = 2.76) and working full-time (OR = 1.69; OR = 1.78) were also risk factors. Strong religious beliefs were found to protect males from alcohol abuse (OR = 0.58), while same-gender sexual orientation increased the risk among females (OR = 2.09). CONCLUSION delaying the age of onset by one year would reduce alcohol abuse among young adults.
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Affiliation(s)
- Francisco Caamano-Isorna
- Department of Psychology, Virginia Commonwealth University, Richmond, VA 23284, USA; (F.C.-I.); (A.A.); (F.A.); (D.M.D.)
- CIBER de Epidemiología y Salud Pública (CIBERESP), Department of Public Health. Universidade de Santiago de Compostela, 15706 Santiago de Compostela, Spain
| | - Amy Adkins
- Department of Psychology, Virginia Commonwealth University, Richmond, VA 23284, USA; (F.C.-I.); (A.A.); (F.A.); (D.M.D.)
- College Behavioral and Emotional Health Institute, Virginia Commonwealth University, Richmond, VA 23284, USA
| | - Fazil Aliev
- Department of Psychology, Virginia Commonwealth University, Richmond, VA 23284, USA; (F.C.-I.); (A.A.); (F.A.); (D.M.D.)
- College Behavioral and Emotional Health Institute, Virginia Commonwealth University, Richmond, VA 23284, USA
- Faculty of Business, Karabuk University, 78050 Karabuk, Turkey
| | - Lucía Moure-Rodríguez
- Department of Psychology, Virginia Commonwealth University, Richmond, VA 23284, USA; (F.C.-I.); (A.A.); (F.A.); (D.M.D.)
- Department of Innovation and Research. Complexo Hospitalario Universitario de Ourense, 32005 Ourense, Spain
| | - Danielle M. Dick
- Department of Psychology, Virginia Commonwealth University, Richmond, VA 23284, USA; (F.C.-I.); (A.A.); (F.A.); (D.M.D.)
- College Behavioral and Emotional Health Institute, Virginia Commonwealth University, Richmond, VA 23284, USA
- Department of Human and Molecular Genetics, Virginia Commonwealth University, Richmond, VA 23284, USA
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