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Martinez G, Calhoun BH, Fleming CB, Linden-Carmichael AN, Acolin J, Rhew IC, Kilmer JR, Larimer ME, Guttmannova K. Age-Varying Patterns of Cannabis Use, Related Risk Factors, and their Associations among Young Adults in the Context of Legalized Nonmedical Cannabis. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2025:10.1007/s11121-025-01803-0. [PMID: 40229509 DOI: 10.1007/s11121-025-01803-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2025] [Indexed: 04/16/2025]
Abstract
The current study examined age-varying patterns of cannabis use, cannabis-specific risk factors, and their associations across young adulthood. We used repeated cross-sectional data from young adults (N = 15,251; Mage = 22.02 years, SDage = 2.22; 68% female) who enrolled in the annual, statewide Washington Young Adult Health Survey between 2015 and 2022. Logistic time-varying effect models showed that cannabis use increased from ages 18-22 and remained relatively stable through age 26. Most cannabis-specific risk factors increased gradually across young adulthood, although perceptions of cannabis use acceptability (injunctive norms) increased substantially through age 23 followed by decreases. Ease of obtaining cannabis, perceptions about others' use (descriptive norms), and low perceived physical harm were generally associated with any past-month cannabis use with stronger associations around age 18. Injunctive norms and low perceived psychological harm were consistently associated with past-month use across young adulthood. Ease of obtaining cannabis, injunctive norms, descriptive norms, and low psychological harm were associated with frequent cannabis use across young adulthood with associations strongest prior to age 21. Low perceived physical harm was associated with frequent use across young adulthood with associations getting somewhat stronger across ages. Findings underscore the importance of focusing on cannabis-specific risk factors in preventive intervention efforts over the course of young adulthood, including focus on young adults in their mid- 20 s in the context of legalized cannabis.
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Affiliation(s)
- Griselda Martinez
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Box 357238, Seattle, WA, 98195 - 7238, USA.
| | - Brian H Calhoun
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Box 357238, Seattle, WA, 98195 - 7238, USA
| | - Charles B Fleming
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Box 357238, Seattle, WA, 98195 - 7238, USA
| | | | - Jessica Acolin
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Box 357238, Seattle, WA, 98195 - 7238, USA
| | - Isaac C Rhew
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Box 357238, Seattle, WA, 98195 - 7238, USA
| | - Jason R Kilmer
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Box 357238, Seattle, WA, 98195 - 7238, USA
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Mary E Larimer
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Box 357238, Seattle, WA, 98195 - 7238, USA
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Katarina Guttmannova
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Box 357238, Seattle, WA, 98195 - 7238, USA
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Piccirillo ML, Graupensperger S, Walukevich-Dienst K, Lehinger E, Smith-LeCavalier KN, Foster KT, Larimer ME. Examining the longer-term efficacy of brief, alcohol-focused personalized feedback interventions for individuals with internalizing distress: Secondary analysis of a randomized controlled trial. Addiction 2025. [PMID: 40202024 DOI: 10.1111/add.70044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Accepted: 02/19/2025] [Indexed: 04/10/2025]
Abstract
BACKGROUND AND AIMS Efficacy of brief alcohol interventions for young adults with internalizing distress (i.e. symptoms of depression, anxiety and stress) is unclear. We tested the moderating effect of internalizing distress on the efficacy of alcohol single- and multicomponent personalized feedback interventions (PFIs). DESIGN Secondary data were analyzed from a randomized controlled trial (RCT) testing the efficacy of single and multicomponent PFIs, compared with an attention-only control condition. SETTING Participants were sampled from two West Coast universities in the United States. All study protocols were completed online. PARTICIPANTS Participants (n = 1137) were college students (63% female; Mage = 20.1 years; 62.6% non-Hispanic white) who reported on internalizing distress at baseline. Some individuals reported clinically significant symptoms (depression: mild/moderate = 24.0%, severe/extremely severe = 10.5%; anxiety: mild/moderate = 19.6%, severe/extremely severe = 11.4%; and stress: mild/moderate = 37.5%, severe/extremely severe = 6.0%). INTERVENTIONS There were four different alcohol single-component PFIs administered and an attention-only PFI control. Alcohol PFIs varied in their complexity and single-component PFIs (i.e. personalized normative feedback) were compared with multicomponent PFI (i.e. containing additional alcohol-focused psychoeducation). MEASUREMENTS Baseline levels of internalizing distress were measured using the summed total of the Depression, Anxiety and Stress Scales (DASS). Drinking outcomes (alcohol consumption, peak eBAC, alcohol-related consequences) were measured at baseline, 3, 6 and 12 months post-intervention. FINDINGS Alcohol PFI (compared with attention-only control) reduced alcohol consumption and related consequences at 6-month [rate ratio (RR)Consumption = 0.85, P = 0.004] or 12-month follow-ups (RRConsumption = 0.76, P < 0.001; RRConsequences = 0.85, P = 0.020), regardless of baseline DASS score. Participants with higher DASS scores (compared with those with lower DASS scores) reported lower 6-month alcohol consumption after receiving a single-component intervention (RR = 0.80, P < 0.001). However, individuals with higher DASS scores (compared to those with lower DASS scores) reported more 6-month alcohol-related consequences after receiving a multicomponent intervention (RR = 0.78, P = 0.004). CONCLUSIONS Personalized feedback interventions may demonstrate efficacy towards reducing drinking in young adults and appear similarly beneficial across levels of internalizing distress, although lower-complexity interventions may be more efficacious.
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Affiliation(s)
- Marilyn L Piccirillo
- Department of Psychology, University of Washington, Seattle, WA, USA
- Department of Psychiatry, Division of Addiction Psychiatry, Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA
| | - Scott Graupensperger
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Katherine Walukevich-Dienst
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Elizabeth Lehinger
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | | | - Katherine T Foster
- Department of Psychology, University of Washington, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Mary E Larimer
- Department of Psychology, University of Washington, Seattle, WA, USA
- Center for the Study of Health and Risk Behaviors, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
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Mackey CD, Sibik GL, Szydlowski V, Blayney JA, Lee CM, Larimer ME, Hultgren BA. Discovering what young adults want in electronic interventions aimed at reducing alcohol-related consequences. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:2145-2159. [PMID: 39453421 PMCID: PMC11977025 DOI: 10.1111/acer.15439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 07/16/2024] [Accepted: 08/20/2024] [Indexed: 10/26/2024]
Abstract
BACKGROUND Despite intervention efforts, negative alcohol-related consequences continue to impact young adults. Most alcohol interventions focus on reducing alcohol consumption; however, previous research indicates that focusing solely on alcohol use may not decrease consequences. Additionally, many alcohol interventions have diminishing engagement, and few are designed with young adults involved in the development process. Drawing on user-centered design, this study sought to understand young adult perceptions, preferences, and needs for electronic interventions specifically aimed at reducing alcohol consequences. METHODS Using semi-structured qualitative interviews, 21 young adult drinkers (ages 18-24; 57.1% female) shared their opinions regarding the need for electronic interventions (i.e., mobile or web-delivered) to reduce alcohol consequences as well as their preferences for content, features, and ways to increase engagement. Interviews were coded and analyzed using a multi-step thematic analysis approach. RESULTS As part of our discovery phase of intervention development, content coding revealed four main themes. Participants perceived several benefits of interventions focused on alcohol consequences, such as promoting mindful alcohol use and reducing alcohol-related harms. Participants also discussed perceived limitations of such programs, including believing consequences from drinking are unavoidable, necessary for learning, and associated with peer pressure. Preferences for features included real-time tracking, personalized feedback, and psychoeducation along with preferences for design including non-judgmental framing, interactive content, and a user-friendly platform. CONCLUSIONS Engaging end users early in the development process is a valuable approach to increase intervention relevancy with the target population. This can also inform intervention content and design to maximize engagement and satisfaction (e.g., framing, features, and interactivity) while also reducing barriers identified early on (e.g., peer pressure).
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Affiliation(s)
- Chelsea D. Mackey
- Department of Psychology, University of Washington, Seattle, Washington, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Gage L. Sibik
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Victoria Szydlowski
- Department of Psychology, University of Washington, Seattle, Washington, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Jessica A. Blayney
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Christine M. Lee
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Mary E. Larimer
- Department of Psychology, University of Washington, Seattle, Washington, USA
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
| | - Brittney A. Hultgren
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA
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Hogan LM, Cox WM. Evaluating Two Brief Motivational Interventions for Excessive-Drinking University Students. Behav Sci (Basel) 2024; 14:381. [PMID: 38785872 PMCID: PMC11118400 DOI: 10.3390/bs14050381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 04/29/2024] [Accepted: 04/30/2024] [Indexed: 05/25/2024] Open
Abstract
OBJECTIVE Two brief computerized motivational interventions for excessive-drinking university students were evaluated. METHOD Participants (N = 88, females = 61.5%, mean age = 21.05 years) were randomly assigned to a control group or one of two experimental groups: Computerized Brief Intervention (CBI) or Computerized Brief Intervention-Enhanced (CBI-E). CBI followed the principles of Motivational Interviewing to motivate participants to change their drinking behavior. CBI-E additionally used the principles of Systematic Motivational Counseling to identify and discuss with participants their dysfunctional motivational patterns that were interfering with their attainment of emotional satisfaction. At baseline and a three-month follow-up, the participants completed a battery of measures of alcohol consumption and related problems. RESULTS At baseline, the participants were confirmed to be heavy drinkers with many drink-related negative consequences. Males and females responded differently to the interventions. During follow-up, males' alcohol use was ordered: CBI-E < CBI < Controls. The females in all three groups reduced their alcohol use, but there were no significant group differences. CONCLUSIONS Males responded to the interventions as expected. For females, the assessment itself seemed to serve as an effective intervention, and there were no post-intervention differences among the three groups. Suggestions for future research using CBI and CBI-E are discussed.
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Affiliation(s)
- Lee M. Hogan
- North Wales Clinical Psychology Programme, Bangor University, Bangor LL57 2DG, UK
- Substance Misuse Services, Betsi Cadwaladr University Health Board, Rhyl LL18 3EY, UK
| | - W. Miles Cox
- School of Psychology and Sport Sciences, Bangor University, Bangor LL57 2DG, UK;
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Murphy JG, Dennhardt AA, Tempchin J, Colgonis HE, McDevitt-Murphy ME, Borsari B, Berlin KS. Behavioral economic and wellness-based approaches for reducing alcohol use and consequences among diverse non-student emerging adults: study protocol for Project BLUE, a randomized controlled trial. Trials 2024; 25:173. [PMID: 38459579 PMCID: PMC10924404 DOI: 10.1186/s13063-024-08009-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 02/22/2024] [Indexed: 03/10/2024] Open
Abstract
BACKGROUND Emerging adults (EAs) who are not 4-year college students nor graduates are at elevated risk for lifetime alcohol use disorder, comorbid drug use, and mental health symptoms, compared to college graduates. There is a need for tailored brief alcohol intervention (BAI) approaches to reduce alcohol risk and to facilitate healthy development in this high-risk population. Most BAIs include a single session focused on discussing risks associated with drinking and correcting normative beliefs about drinking rates. EAs may benefit from additional elements that enhance general wellness. The substance-free activity session (SFAS) aims to clarify life goals and values and increase goal-directed activities that provide alternatives to alcohol use, and the relaxation training (RT) session teaches relaxation and stress reduction skills. METHODS The present study is a randomized 3-group (BAI + SFAS vs. RT + SFAS vs. education control) trial with 525 EAs (175 per group; estimated 50% women and 50% African American) who report recent risky drinking and who are not students or graduates of 4-year colleges. Participants will have the option of completing the intervention sessions in person or via a secure video teleconference. Levels of drinking and alcohol-related problems will be evaluated at baseline and 1, 3, 6, and 12 months post-intervention. The primary hypothesis is that both BAI + SFAS and RT + SFAS participants will report significantly greater reductions in alcohol use and problems relative to education control participants, with no differences in outcomes between the two active treatment conditions. DISCUSSION The results of this study will inform alcohol prevention efforts for high-risk community dwelling emerging adults. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT04776278.
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Affiliation(s)
- James G Murphy
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA.
| | - Ashley A Dennhardt
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA
| | - Jacob Tempchin
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA
| | - Hannah E Colgonis
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA
| | | | - Brian Borsari
- Mental Health Service (116B), San Francisco VAHCS, San Francisco, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, USA
| | - Kristoffer S Berlin
- Department of Psychology, The University of Memphis, 400 Innovation Dr, Memphis, TN, 38152, USA
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6
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Murphy JG, Dennhardt AA, Tempchin J, Colgonis HE, McDevitt-Murphy M, Borsari B, Berlin KS. Behavioral Economic and Wellness-based Approaches for Reducing Alcohol Use and Consequences Among Diverse Non-Student Emerging Adults: Study Protocol for Project BLUE, a Randomized Controlled Trial. RESEARCH SQUARE 2024:rs.3.rs-3732598. [PMID: 38405755 PMCID: PMC10889067 DOI: 10.21203/rs.3.rs-3732598/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Background Emerging adults (EAs) who are not 4-year college students nor graduates are at elevated risk for lifetime alcohol use disorder, comorbid drug use, and mental health symptoms, compared to college graduates. There is a need for tailored brief alcohol intervention (BAI) approaches to reduce alcohol risk and to facilitate healthy development in this high-risk population. Most BAIs include a single session focused on discussing risks associated with drinking and correcting normative beliefs about drinking rates. EAs may benefit from additional elements that enhance general wellness. The Substance-Free Activity Session (SFAS) aims to clarify life goals and values and increase goal-directed activities that provide alternatives to alcohol use, and the Relaxation Training (RT) session teaches relaxation and stress reduction skills. Methods The present study is a randomized 3-group (BAI+SFAS vs. RT+SFAS vs. education control) trial with 525 EAs (175 per group; estimated 50% women & 50% African American) who report recent risky drinking and who are not students or graduates of 4-year colleges. Participants will have the option of completing the intervention sessions in person or via a secure video teleconference. Levels of drinking and alcohol-related problems will be evaluated at baseline and 1, 3, 6, and 12-months post-intervention. The primary hypothesis is that both BAI+SFAS and RT+SFAS participants will report significantly greater reductions in alcohol use and problems relative to education control participants, with no differences in outcomes between the two active treatment conditions. Discussion The results of this study will inform alcohol prevention efforts for high-risk community dwelling emerging adults. ClinicalTrialsgov Identifier NCT04776278.
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Affiliation(s)
| | | | | | | | | | - Brian Borsari
- University of California San Francisco Department of Psychiatry
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Tan L, Luningham JM, Huh D, Zhou Z, Tanner-Smith EE, Baldwin SA, Mun EY. The selection of statistical models for reporting count outcomes and intervention effects in brief alcohol intervention trials: A review and recommendations. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2024; 48:16-28. [PMID: 38054529 PMCID: PMC10841606 DOI: 10.1111/acer.15232] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 11/14/2023] [Accepted: 11/14/2023] [Indexed: 12/07/2023]
Abstract
Understanding the efficacy and relative effectiveness of a brief alcohol intervention (BAI) relies on obtaining a credible intervention effect estimate. Outcomes in BAI trials are often count variables, such as the number of drinks consumed, which may be overdispersed (i.e., greater variability than expected based on a given model) and zero-inflated (i.e., greater probability of zeros than expected based on a given model). Ignoring such distribution characteristics can lead to biased estimates and invalid statistical conclusions. In this critical review, we identified and reviewed 64 articles that reported count outcomes from a systematic review of BAI trials for adolescents and young adults from 2013 to 2018. Given many statistical models to choose from when analyzing count outcomes, we reviewed the models used and reporting practices in the BAI trial literature. A majority (61.3%) of analyses with count outcomes used linear models despite violations of normality assumptions; 75.6% of outcome variables demonstrated clear overdispersion. We provide an overview of available count models (Poisson, negative binomial, zero-inflated or hurdle, and marginalized zero-inflated Poisson regression) and formulate practical guidelines for reporting outcomes of BAIs. We provide a visual step-by-step decision guide for selecting appropriate statistical models and reporting results for count outcomes. We list accessible resources to help researchers select an appropriate model with which to analyze their data. Recent advances in count distribution-based models hold promise for evaluating count outcomes to gauge the efficacy and effectiveness of BAIs and identify critical covariates in alcohol epidemiologic research. We recommend that researchers report the distributional properties of count outcomes, such as the proportion of zero counts, and select an appropriate statistical analysis for count outcomes using the provided decision tree. By following these recommendations, future research may yield more accurate, transparent, and reproducible results.
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Affiliation(s)
- Lin Tan
- School of Public Health, The University of North Texas Health Science Center at Fort Worth
| | - Justin M. Luningham
- School of Public Health, The University of North Texas Health Science Center at Fort Worth
| | - David Huh
- School of Social Work, The University of Washington
| | - Zhengyang Zhou
- School of Public Health, The University of North Texas Health Science Center at Fort Worth
| | | | | | - Eun-Young Mun
- School of Public Health, The University of North Texas Health Science Center at Fort Worth
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Mun EY, Zhou Z, Huh D, Tan L, Li D, Tanner-Smith EE, Walters ST, Larimer ME. Brief Alcohol Interventions are Effective through 6 Months: Findings from Marginalized Zero-inflated Poisson and Negative Binomial Models in a Two-step IPD Meta-analysis. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2023; 24:1608-1621. [PMID: 35976524 PMCID: PMC10678823 DOI: 10.1007/s11121-022-01420-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/02/2022] [Indexed: 12/14/2022]
Abstract
To evaluate and optimize brief alcohol interventions (BAIs), it is critical to have a credible overall effect size estimate as a benchmark. Estimating such an effect size has been challenging because alcohol outcomes often represent responses from a mixture of individuals: those at high risk for alcohol misuse, occasional nondrinkers, and abstainers. Moreover, some BAIs exclusively focus on heavy drinkers, whereas others take a universal prevention approach. Depending on sample characteristics, the outcome distribution might have many zeros or very few zeros and overdispersion; consequently, the most appropriate statistical model may differ across studies. We synthesized individual participant data (IPD) from 19 studies in Project INTEGRATE (Mun et al., 2015b) that randomly allocated participants to intervention and control groups (N = 7,704 participants, 38.4% men, 74.7% White, 58.5% first-year students). We sequentially estimated marginalized zero-inflated Poisson (Long et al., 2014) or negative binomial regression models to obtain covariate-adjusted, study-specific intervention effect estimates in the first step, which were subsequently combined in a random-effects meta-analysis model in the second step. BAIs produced a statistically significant 8% advantage in the mean number of drinks at both 1-3 months (RR = 0.92, 95% CI = [0.85, 0.98]) and 6 months (RR = 0.92, 95% CI = [0.85, 0.99]) compared to controls. At 9-12 months, there was no statistically significant difference in the mean number of drinks between BAIs and controls. In conclusion, BAIs are effective at reducing the mean number of drinks through at least 6 months post intervention. IPD can play a critical role in deriving findings that could not be obtained in original individual studies or standard aggregate data meta-analyses.
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Affiliation(s)
- Eun-Young Mun
- Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA.
| | - Zhengyang Zhou
- Department of Biostatistics and Epidemiology, University of North Texas Health Science Center, Fort Worth, TX, 76107, USA
| | - David Huh
- School of Social Work, University of Washington, Seattle, WA, 98195, USA
| | - Lin Tan
- Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA
| | - Dateng Li
- , 121 Westmoreland Ave, White Plains, NY, 10606, USA
| | - Emily E Tanner-Smith
- Department of Counseling Psychology and Human Services, University of Oregon, Eugene, OR, 97403, USA
| | - Scott T Walters
- Department of Health Behavior and Health Systems, School of Public Health, University of North Texas Health Science Center, 3500 Camp Bowie Blvd., Fort Worth, TX, 76107, USA
| | - Mary E Larimer
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, 98195, USA
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Lavilla-Gracia M, Pueyo-Garrigues M, Calavia Gil D, Esandi-Larramendi N, Alfaro-Diaz C, Canga-Armayor N. Peer-led BASICS intervention to reduce alcohol consumption and alcohol-related consequences among university students: a randomized controlled trial. Front Public Health 2023; 11:1280840. [PMID: 38026297 PMCID: PMC10644667 DOI: 10.3389/fpubh.2023.1280840] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 10/09/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction Alcohol consumption is the main substance abused during university and is associated with physical, legal, emotional, social, and cognitive consequences. The peer-led BASICS intervention has been shown to be effective in decreasing the quantity and frequency of drinking, the estimated peak blood alcohol concentration (BAC), and the number of binge drinking episodes among this population. Objective This study evaluated the effectiveness of the peer-led BASICS intervention to reduce risky alcohol consumption among university students in the Spanish context. Materials and methods A two-arm randomized controlled trial in a university in northern Spain including 308 first- and second-year university students recruited between October 2022 to March 2023. The intervention was a 30-min in-person peer-led motivational interview. Participants were assessed at baseline and 1-month postintervention. The primary outcome was the quantity and frequency of alcohol consumption during a typical week. The intervention effect was verified using a mixed factorial ANOVA model. Results Compared with students in the control group, students who received the intervention reduced the number of drinks per week by 5.7 (95% CI 5.54, 5.86); the number of drinks consumed in a typical weekend by 5.2 (95% CI 5.07, 5.33); the number of drinks consumed on the occasion of greatest consumption by 4.9 (95% CI 4.78, 5.02); the number of binge drinking episodes by 1.4 (95% CI 1.37, 1.43); the peak BAC on a typical week and on the occasion of greatest consumption decreased by 0.06 (95% CI 0.058, 0.062) and 0.09 (95% CI 0.088, 0.092); the number of alcohol-related consequences by 5.8 (95% CI 5.67, 5.93); and the motivation to change their alcohol use increased by -0.8 (95% CI -0.85, -0.75). Conclusion The peer-led BASICS intervention is effective in changing alcohol consumption and its related consequences among Spanish university students in the short term. The action of nursing students as counselors positively impacted drinking patterns among their peers. Clinical trial registration https://clinicaltrials.gov/study/NCT05639374?intr=Effectiveness%20of%20a%20Peer-led%20Program%20to%20Prevent%20Alcohol%20Consumption&rank=1&page=1&limit=10, identifier: NCT05639374.
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Affiliation(s)
- María Lavilla-Gracia
- Department of Community, Maternity and Pediatric Nursing, School of Nursing, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - María Pueyo-Garrigues
- Department of Community, Maternity and Pediatric Nursing, School of Nursing, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Diego Calavia Gil
- Department of Otorhinolaryngology, Clinica University of Navarra, Pamplona, Spain
| | - Nuria Esandi-Larramendi
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Department of Nursing Care for Adult Patients, School of Nursing, University of Navarra, Pamplona, Spain
| | - Cristina Alfaro-Diaz
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
- Department of Nursing Care for Adult Patients, School of Nursing, University of Navarra, Pamplona, Spain
| | - Navidad Canga-Armayor
- Department of Community, Maternity and Pediatric Nursing, School of Nursing, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
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Pueyo-Garrigues S, Pardavila-Belio MI, Pueyo-Garrigues M, Canga-Armayor N. Peer-led alcohol intervention for college students: A pilot randomized controlled trial. Nurs Health Sci 2023; 25:311-322. [PMID: 37271216 DOI: 10.1111/nhs.13023] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 04/17/2023] [Accepted: 05/02/2023] [Indexed: 06/06/2023]
Abstract
This study aims to assess the preliminary efficacy and feasibility of a brief, peer-led alcohol intervention to reduce alcohol consumption in binge-drinking Spanish nursing students. A pilot randomized controlled trial was conducted with 50 first-year nursing students who were randomly assigned either a 50-min peer-led motivational intervention with individual feedback or a control condition. Primary outcomes for testing the preliminary efficacy were alcohol use and alcohol-related consequences. Quantitative and content analyses of open-ended survey questions were performed. Participants in the intervention condition significantly reduced binge-drinking episodes, peak blood alcohol content, and consequences compared to the control group. Principal facilitators were completing the questionnaire during the academic schedule and providing tailored feedback through a graphic report. The main barrier was the unreliability of students' initial commitment. The findings suggest that a brief motivational intervention could be effective for reducing alcohol consumption and alcohol-related consequences in Spanish college students. Peer counselors and participants reported high satisfaction, indicating that the intervention is feasible. However, a full trial should be conducted taking into account the identified barriers and facilitators.
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Affiliation(s)
| | - Miren Idoia Pardavila-Belio
- School of Nursing, Community, Maternity and Pediatric Nursing, University of Navarra, Pamplona, Spain
- IdiSNa, Navarra Institute for Health Research, Pamplona, Spain
| | - María Pueyo-Garrigues
- School of Nursing, Community, Maternity and Pediatric Nursing, University of Navarra, Pamplona, Spain
- IdiSNa, Navarra Institute for Health Research, Pamplona, Spain
| | - Navidad Canga-Armayor
- School of Nursing, Community, Maternity and Pediatric Nursing, University of Navarra, Pamplona, Spain
- IdiSNa, Navarra Institute for Health Research, Pamplona, Spain
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Tan Z, Tanner-Smith EE, Walters ST, Tan L, Huh D, Zhou Z, Luningham JM, Larimer ME, Mun EY. Do brief motivational interventions increase motivation for change in drinking among college students? A two-step meta-analysis of individual participant data. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2023; 47:1433-1446. [PMID: 37526588 PMCID: PMC10692312 DOI: 10.1111/acer.15126] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/25/2023] [Accepted: 05/27/2023] [Indexed: 08/02/2023]
Abstract
BACKGROUND Brief motivational interventions (BMIs) are one of the most effective individually focused alcohol intervention strategies for college students. Despite the central theoretical role of motivation for change in BMIs, it is unclear whether BMIs increase motivation to change drinking behavior. We conducted a two-step meta-analysis of individual participant data (IPD) to examine whether BMIs increase motivation for change. N = 5903;59% women, 72% White) from Project INTEGRATE. The BMIs included individually delivered motivational interviewing with personalized feedback (MI + PF), stand-alone personalized feedback (PF), and group-based motivational interviewing (GMI). METHODS We included 15 trials of BMI (N = 5903;59% women, 72% White) from Project INTEGRATE. The BMIs included individually-delivered motivational interviewing with personalized feedback (MI + PF), stand-alone personalized feedback (PF), and group-based motivational interviewing (GMI). Different measures and responses used in the original trials were harmonized. Effect size estimates were derived from a model that adjusted for baseline motivation and demographic variables for each trial (step 1) and subsequently combined in a random-effects meta-analysis (step 2). RESULTS The overall intervention effect of BMIs on motivation for change was not statistically significant (standard mean difference [SMD]: 0.026, 95% CI: [-0.001, 0.053], p = 0.06, k = 19 comparisons). Of the three subtypes of BMIs, GMI, which tended to provide motivation-targeted content, had a statistically significant intervention effect on motivation, compared with controls (SMD: 0.055, 95% CI: [0.007, 0.103], p = 0.025, k = 5). By contrast, there was no evidence that MI + PF (SMD = 0.04, 95% CI: [-0.02, 0.10], k = 6, p = 0.20) nor PF increased motivation (SMD = 0.005, 95% CI: [-0.028, 0.039], k = 8, p = 0.75), compared with controls. Post hoc meta-regression analysis suggested that motivation sharply decreased each month within the first 3 months postintervention (b = -0.050, z = -2.80, p = 0.005 for k = 14). CONCLUSIONS Although BMIs provide motivational content and normative feedback and are assumed to motivate behavior change, the results do not wholly support the hypothesis that BMIs improve motivation for change. Changing motivation is difficult to assess during and following interventions, but it is still a theoretically important clinical endpoint. Further, the evidence cautiously suggests that changing motivation may be achievable, especially if motivation-targeted content components are provided.
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Affiliation(s)
- Zhengqi Tan
- School of Public Health, University of North Texas Health Science Center at Fort Worth, Fort Worth, TX, USA
| | - Emily E. Tanner-Smith
- Department of Counseling Psychology and Human Services, University of Oregon, Eugene, OR, USA
| | - Scott T. Walters
- School of Public Health, University of North Texas Health Science Center at Fort Worth, Fort Worth, TX, USA
| | - Lin Tan
- School of Public Health, University of North Texas Health Science Center at Fort Worth, Fort Worth, TX, USA
| | - David Huh
- School of Social Work, University of Washington, Seattle, WA, USA
| | - Zhengyang Zhou
- School of Public Health, University of North Texas Health Science Center at Fort Worth, Fort Worth, TX, USA
| | - Justin M. Luningham
- School of Public Health, University of North Texas Health Science Center at Fort Worth, Fort Worth, TX, USA
| | - Mary E. Larimer
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Eun-Young Mun
- School of Public Health, University of North Texas Health Science Center at Fort Worth, Fort Worth, TX, USA
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Lavilla-Gracia M, Pueyo-Garrigues M, Fotopoulou M, Canga-Armayor A, Esandi N, Alfaro-Díaz C, Canga-Armayor N. Training nursing students in motivational interviewing for alcohol misuse: A mixed method study. NURSE EDUCATION TODAY 2023; 125:105775. [PMID: 36924704 DOI: 10.1016/j.nedt.2023.105775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 01/27/2023] [Accepted: 02/28/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Motivational interviewing led by nurses has been demonstrated to be effective in reducing alcohol consumption among university students. However, most of these professionals feel that they lack the competence necessary for motivational interviewing due to a lack of formal training in the nursing curriculum. OBJECTIVES To design, implement and evaluate a motivational interviewing training course for alcohol misuse in an undergraduate nursing curriculum and to explore students' experiences with this course. DESIGN A mixed-methods study involving a descriptive comparative quantitative design and qualitative focus group interviews with nursing students. SETTINGS An elective nursing course in a Spanish university. PARTICIPANTS A total of 21 fourth-year nursing students. METHODS The course was developed as a twelve-week, two-hour course. It comprised three modules covering the concepts, tools and skills associated with motivational interviewing for alcohol misuse. Quantitative and qualitative data were collected after the completion of the course to evaluate the training received by students; these data were categorized using Kirkpatrick's model. The quantitative results included students' satisfaction, knowledge, skills and attitudes, which were measured using an ad hoc questionnaire, a multiple-choice exam, and two rater-based assessments (the Peer Proficiency Assessment instrument and an evidence-based checklist). Qualitative focus groups were used to explore students' experiences of the entire programme. RESULTS Students' satisfaction with the course was rated 9 out of 10, highlighting the usefulness and adequacy of the course content. The quantitative and qualitative results both indicated that all students acquired the knowledge necessary to perform motivational interviewing and significantly improved their motivational interviewing microskills. Only half of the students reached the level of proficiency in two of the three ratios calculated. The three main themes identified pertained to the learning atmosphere, module methodologies, and students' self-perceptions of competence. Finally, the students reported having transferred their learning to clinical practice. CONCLUSION A course on motivational interviewing for alcohol misuse positively influences nursing students both personally and in terms of their future professional work by improving their knowledge, skills, attitudes and self-perceived competence.
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Affiliation(s)
- M Lavilla-Gracia
- University of Navarra, School of Nursing, Community, Maternity and Pediatric Nursing, Campus Universitario, 31008 Pamplona, Spain.
| | - M Pueyo-Garrigues
- University of Navarra, School of Nursing, Community, Maternity and Pediatric Nursing, Campus Universitario, 31008 Pamplona, Spain; IdiSNA, Navarra Institute for Health Research, Spain.
| | - M Fotopoulou
- Colin Bell Building, University of Stirling, Stirling FK9 4LA, Scotland, UK.
| | - A Canga-Armayor
- IdiSNA, Navarra Institute for Health Research, Spain; University of Navarra, School of Nursing, Nursing Care for Adult Patients Department, Campus Universitario, 31008 Pamplona, Spain.
| | - N Esandi
- IdiSNA, Navarra Institute for Health Research, Spain; University of Navarra, School of Nursing, Nursing Care for Adult Patients Department, Campus Universitario, 31008 Pamplona, Spain.
| | - C Alfaro-Díaz
- IdiSNA, Navarra Institute for Health Research, Spain; University of Navarra, School of Nursing, Nursing Care for Adult Patients Department, Campus Universitario, 31008 Pamplona, Spain.
| | - N Canga-Armayor
- University of Navarra, School of Nursing, Community, Maternity and Pediatric Nursing, Campus Universitario, 31008 Pamplona, Spain; IdiSNA, Navarra Institute for Health Research, Spain.
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Pedersen ER, Hummer JF, Davis JP, Fitzke RE, Christie NC, Witkiewitz K, Clapp JD. A mobile-based pregaming drinking prevention intervention for college students: study protocol for a randomized controlled trial. Addict Sci Clin Pract 2022; 17:31. [PMID: 35717303 PMCID: PMC9206220 DOI: 10.1186/s13722-022-00314-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 05/24/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Pregaming is a high-drink context popular among college students that often leads to elevated blood alcohol levels and negative consequences. Over 15 years of research studies have demonstrated that pregaming represents one of the riskiest known behaviors among college students, yet no pregaming-specific interventions have been developed to help prevent this behavior. General brief interventions for students do not reduce pregaming behavior and may not be appropriate, as they do not help students develop skills unique to the pregaming context that could help them drink less. We developed a brief, mobile-based intervention that is proposed to prevent heavy drinking during pregaming for college students, with the ultimate goal that behavioral reductions in this risky practice will ultimately affect global drinking and prevent consequences. METHODS/DESIGN The intervention, Pregaming Awareness in College Environments (PACE), was developed by combining two innovations to facilitate behavior change: (1) a mobile-based application that increases accessibility, is easy and engaging to use, and broadens the reach of the intervention content and (2) personalized pregaming-specific intervention content with harm reduction and cognitive behavioral skills proven to be mechanisms preventing and reducing heavy drinking among college students. After a develop and beta-test phase, we propose to test the efficacy of PACE in a preliminary randomized controlled trial with 500 college students who pregame at least once per week. Pregaming, general drinking, and alcohol-related consequences outcomes will be examined in the immediate (2 weeks post-intervention) and short-terms (six and 14-week post-intervention). We will also evaluate moderator effects for age, sex, and heaviness of drinking to allow for more refined information for a planned larger test of the intervention to follow this initial trial of PACE. DISCUSSION This pregaming intervention clinical trial, if found to be efficacious, will culminate with an easily-disseminated mobile-based intervention for college student drinkers. It has the potential to reach millions of college students, perhaps as a clinical tool used by college counseling centers as an adjunct to formal care or as a preventive tool for first-year students or other high-risk groups on campus. TRIAL REGISTRATION ClinicalTrials.gov Identifier NCT04016766.
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Affiliation(s)
- Eric R Pedersen
- Keck School of Medicine, Department of Psychiatry and Behavioral Sciences, USC Institute for Addiction Science, University of Southern California, 2250 Alcazar Street, Suite 2200, Los Angeles, CA, 90033, United States.
| | | | - 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, Los Angeles, United States
| | - Reagan E Fitzke
- Keck School of Medicine, Department of Psychiatry and Behavioral Sciences, USC Institute for Addiction Science, University of Southern California, 2250 Alcazar Street, Suite 2200, Los Angeles, CA, 90033, United States
| | - Nina C Christie
- Department of Psychology, University of Southern California, Los Angeles, United States
| | - Katie Witkiewitz
- Department of Psychology, University of New Mexico, Albuquerque, United States
| | - John D Clapp
- Suzanne Dworkak-Peck School of Social Work; Department of Population and Public Health Sciences, Keck School of Medicine; USC Institute for Addiction Science, University of Southern California, Los Angeles, United States
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