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Stanger MK, Soffer HO, Bryan AD, Skrzynski CJ. Comparing Cannabis Use Motivations and Dependence Across Regular Cannabis Users Who Have or Have Not Recently Used Psilocybin. Cannabis Cannabinoid Res 2024. [PMID: 38885938 DOI: 10.1089/can.2024.0059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2024] Open
Abstract
Introduction: In Colorado, both cannabis and psilocybin are legal and becoming more commonly used. However, there is almost no research detailing the public health concerns regarding negative outcomes (e.g., dependence) of cannabis and psilocybin co-use and motives that may perpetuate these negative outcomes (e.g., coping, boredom). Methods: Using data from a larger observational study on cannabis and metabolic processes, regular cannabis users (use ≥7 times/month; n = 97, 35.1% female, 89.7% WHITE) who used psilocybin in the past 3 months (n = 34) were compared with those who had not used psilocybin in the past 3 months (n = 63) on cannabis dependence as measured by the Marijuana Dependence Scale and endorsement of 12 cannabis motives from the Comprehensive Marijuana Motives Questionnaire. Correlations between motives and dependence were also examined and compared across groups. Results: Findings revealed that individuals who had recently used psilocybin had greater cannabis dependence scores than those who had not used recently [F (1, 95) = 5.53, p = 0.02], and more strongly endorsed that their cannabis use was motivated by enjoyment [F (1, 91) = 4.31, p = 0.04], boredom [F (1, 91) = 9.10, p < 0.01], and availability [F (1, 91) = 9.46, p < 0.01]. Correlations between dependence scores and coping and boredom motives were also significantly positive for both groups (all p values <0.05) whereas positive correlations with experimentation, celebration, and availability motives were only significant for recent psilocybin users (all p values <0.05). Discussion: These results suggest there are motivational differences for cannabis use among those who co-use cannabis and psilocybin, and there may be a greater risk for harm for these individuals.
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Affiliation(s)
- Madeline K Stanger
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, USA
| | - Harmony O Soffer
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, USA
| | - Angela D Bryan
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, USA
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Piercey CJ, Mataczynski M, Stallsmith VT, Emery NN, Karoly HC. Examining Associations Between Cannabis Use Disorder and Measures of Weekly and Within-Day Cannabis Frequency, Quantity, and Potency in College Students. Cannabis Cannabinoid Res 2024; 9:e917-e923. [PMID: 37699241 PMCID: PMC11295651 DOI: 10.1089/can.2022.0293] [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] [Indexed: 09/14/2023] Open
Abstract
Background: College student cannabis use has increased significantly in recent years, and individuals aged 18-25 are at elevated risk for development of cannabis use disorder (CUD). While weekly cannabis use frequency is a commonly used measure of cannabis consumption, there is increasing scientific interest in exploring more nuanced measures of cannabis use. Currently, limited research exists examining the clinical utility of cannabis quantity, within-day frequency, and potency variables. Methods: We used cross-sectional survey data from a sample of 617 undergraduate students in the state of Colorado. A two-part model-building approach was leveraged to examine whether within-session cannabis quantity and within-day cannabis use frequency were associated with odds of experiencing any CUD symptoms and total number of CUD symptoms endorsed. We also examined whether cannabis flower potency was associated with odds of experiencing any CUD symptoms and total number of CUD symptoms endorsed among a subset (N=288) of the sample who reported knowledge of the cannabinoid content of their most frequently used products. Results: Weekly flower use frequency (odds ratio [OR]=1.27, p<0.001) and weekly concentrate use frequency (OR=1.10, p=0.044) were positively associated with increased odds of experiencing any CUD symptoms, but cannabis quantity and within-day frequency variables were not. In addition, no association was found between flower potency and odds of endorsing any CUD symptoms. Among individuals endorsing at least one symptom, weekly flower use frequency (incident rate ratio [IRR]=1.06, p<0.001) was positively associated with total symptom count, but weekly concentrate use frequency, cannabis quantity variables, and within-day frequency variables were not. Among individuals endorsing symptoms, a positive association was found between flower potency and total symptom count (IRR=1.01, p=0.008). Conclusion: Current methods of assessing within-session cannabis quantity and within-day cannabis use frequency may lack clinical utility in examining college student CUD symptoms over and above weekly cannabis use frequency. Cannabis flower potency may prove useful in assessment of CUD symptom severity, but further research is warranted.
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Affiliation(s)
- Cianna J. Piercey
- Department of Psychology, Colorado State University, Fort Collins, Colorado, USA
| | - Maggie Mataczynski
- Department of Psychology, Colorado State University, Fort Collins, Colorado, USA
| | | | - Noah N. Emery
- Department of Psychology, Colorado State University, Fort Collins, Colorado, USA
| | - Hollis C. Karoly
- Department of Psychology, Colorado State University, Fort Collins, Colorado, USA
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Murphy JG, Dennhardt AA, Utzelmann B, Borsari B, Ladd BO, Martens MP, White HR, Yurasek AM, Campbell KW, Witkiewitz K. A pilot trial of a brief intervention for cannabis use supplemented with a substance-free activity session or relaxation training. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2024; 38:255-268. [PMID: 38271079 PMCID: PMC11065625 DOI: 10.1037/adb0000988] [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] [Indexed: 01/27/2024]
Abstract
OBJECTIVE Cannabis use is increasing among college students and commonly co-occurs with anxiety symptoms in this age group. Interventions that reduce anxiety may also reduce cannabis use. Behavioral economic theory suggests that substance use reductions are most likely when there is an increase in substance-free reinforcement. This randomized pilot trial evaluated the efficacy of a brief motivational intervention (BMI) for cannabis supplemented by either a substance-free activity session (SFAS) or a relaxation training (RT) session for reducing cannabis use, problems, craving, and anxiety symptoms. METHOD One hundred thirty-two college students (Mage = 19.9; 54% female; 67% White, 31% Black) who reported five or more past-month cannabis use days were randomized to: (a) assessment-only (AO); (b) BMI plus SFAS; or (c) BMI plus RT. Participants in the BMI conditions received two individual counselor-administered sessions plus a brief phone booster session. Outcomes were evaluated 1- and 6-months postintervention. RESULTS Relative to assessment, both BMI + SFAS and BMI + RT were associated with significant reductions in cannabis problems and craving at 1-month follow-up, and significant reductions in anxiety at 6-month follow-up. Relative to AO, BMI + RT was associated with significant reductions in cannabis use at 1-month follow-up. There were no differences between BMI conditions. CONCLUSIONS This pilot trial was not adequately powered to conclusively evaluate relative efficacy but provides preliminary support for the short-term efficacy of both two-session interventions for reducing anxiety and cannabis-related risk among nontreatment seeking emerging adults. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Affiliation(s)
- James G. Murphy
- Department of Psychology, University of Memphis, 400 Innovation Dr., Memphis, TN, 38152 United States
| | - Ashley A. Dennhardt
- Department of Psychology, University of Memphis, 400 Innovation Dr., Memphis, TN, 38152 United States
| | - Bettina Utzelmann
- Department of Psychology, University of Memphis, 400 Innovation Dr., Memphis, TN, 38152 United States
| | - Brian Borsari
- Mental Health Service (116B) San Francisco VA Health Care System, 4150 Clement Street, San Francisco, CA 94121, United States
- Department of Psychiatry and Behavioral Sciences, University of California – San Francisco, 401 Parnassus Ave, San Francisco, CA 94143, United States
| | - Benjamin O. Ladd
- Department of Psychology, Washington State University Vancouver, 14204 NE Salmon Creek Ave, Vancouver, WA 98686-9600, United States
| | - Matthew P. Martens
- College of Education, University of Missouri, 118D Hill Hall, Columbia, MO 65211, United States
| | - Helene R. White
- Center of Alcohol and Substance Studies, Rutgers, the State University of New Jersey, 607 Allison Road, Piscataway, NJ 08854, United States
| | - Ali M. Yurasek
- Department of Health Education and Behavior, University of Florida, FLG16, Gainesville, FL 32611, United States
| | - Kevin W. Campbell
- Department of Psychology, University of Memphis, 400 Innovation Dr., Memphis, TN, 38152 United States
| | - Katie Witkiewitz
- Department of Psychology, Center on Alcoholism, Substance Abuse, and Addictions, University of New Mexico, 2650 Yale SE, Albuquerque, NM 87131, United States
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Petrilli K, Lawn W, Lees R, Mokrysz C, Borissova A, Ofori S, Trinci K, Dos Santos R, Leitch H, Soni S, Hines LA, Lorenzetti V, Curran HV, Freeman TP. Enhanced cannabis timeline followback (EC-TLFB): Comprehensive assessment of cannabis use including standard THC units and validation through biological measures. Addiction 2024; 119:772-783. [PMID: 38105033 DOI: 10.1111/add.16405] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 11/06/2023] [Indexed: 12/19/2023]
Abstract
AIMS The aims of this study were to present an enhanced cannabis timeline followback (EC-TLFB) enabling comprehensive assessment of cannabis use measures, including standard tetrahydrocannabinol (THC) units, and to validate these against objectively indexed urinary 11-nor-9-carboxy-tetrahydrocannabinol (THC-COOH) concentrations. DESIGN We used cross-sectional baseline data from the 'CannTeen' observational longitudinal study. SETTING The study was conducted in London, UK. PARTICIPANTS A total of 147 participants who used cannabis regularly took part in the study (n = 71 female, n = 76 male; mean age = 21.90, standard deviation = 5.32). MEASUREMENTS The EC-TLFB was used to calculate frequency of cannabis use, method of administration, including co-administration with tobacco, amount of cannabis used (measured with unaided self-report and also using pictorial aided self-report) and type of cannabis product (flower, hash) which was used to estimate THC concentration (both from published data on THC concentration of products and analysis of cannabis samples donated by participants in this study). We calculated total weekly standard THC units (i.e. 5 mg THC for all cannabis products and methods of administration) using the EC-TLFB. The outcome variable for validation of past week EC-TLFB assessments was creatinine-normalized carboxy-tetrahydrocannabinol (THC-COOH) in urine. FINDINGS All measures of cannabis exposure included in this analysis were positively correlated with levels of THC-COOH in urine (r = 0.41-0.52). Standard THC units, calculated with average concentrations of THC in cannabis in the UK and unaided self-report measures of amount of cannabis used in grams showed the strongest correlation with THC-COOH in urine (r = 0.52, 95% bias-corrected and accelerated = 0.26-0.70). CONCLUSIONS The enhanced cannabis timeline followback (EC-TLFB) can provide a valid assessment of a comprehensive set of cannabis use measures including standard tetrahydrocannabinol units as well as and traditional TLFB assessments (e.g. frequency of use and grams of cannabis use).
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Affiliation(s)
- Kat Petrilli
- Addiction and Mental Health Group (AIM), Department of Psychology, University of Bath, Bath, UK
| | - Will Lawn
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Department of Addictions, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- Clinical Psychopharmacology Unit, University College London, London, UK
| | - Rachel Lees
- Addiction and Mental Health Group (AIM), Department of Psychology, University of Bath, Bath, UK
| | - Claire Mokrysz
- Clinical Psychopharmacology Unit, University College London, London, UK
| | - Anya Borissova
- Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
- NIHR University College London Hospitals Biomedical Research Centre, University College Hospital, London, UK
| | - Shelan Ofori
- Clinical Psychopharmacology Unit, University College London, London, UK
| | - Katie Trinci
- Clinical Psychopharmacology Unit, University College London, London, UK
| | | | - Harry Leitch
- Clinical Psychopharmacology Unit, University College London, London, UK
| | - Shilpa Soni
- Clinical Psychopharmacology Unit, University College London, London, UK
| | - Lindsey A Hines
- Addiction and Mental Health Group (AIM), Department of Psychology, University of Bath, Bath, UK
- Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK
| | - Valentina Lorenzetti
- Neuroscience of Addiction and Mental Health Programme, the Healthy Brain and Mind Research Centre, School of Behavioural and Health Sciences, Faculty of Health Sciences, Australian Catholic University, Melbourne, Australia
| | - H Valerie Curran
- Clinical Psychopharmacology Unit, University College London, London, UK
| | - Tom P Freeman
- Addiction and Mental Health Group (AIM), Department of Psychology, University of Bath, Bath, UK
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Gibson LP, Giordano GR, Bidwell LC, Hutchison KE, Bryan AD. Acute Effects of Ad Libitum Use of Commercially Available Cannabis Products on the Subjective Experience of Aerobic Exercise: A Crossover Study. Sports Med 2024; 54:1051-1066. [PMID: 38147185 DOI: 10.1007/s40279-023-01980-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/03/2023] [Indexed: 12/27/2023]
Abstract
OBJECTIVE The present study aimed to examine the acute effects of legal-market cannabis on regular cannabis users' subjective responses to exercise in a controlled laboratory environment. BACKGROUND Given the stereotype that cannabis is associated with extreme sedentary behavior, there are concerns that cannabis legalization may exacerbate the US physical inactivity epidemic. However, despite these concerns, recent years have seen considerable public interest in the use of cannabis concurrently with exercise (e.g., running). METHODS The present study compared participants' experiences of exercise without cannabis to their experiences of exercise after acute ad libitum use of one of two commercially available cannabis flower products: a Δ9-tetrahydrocannabinol-dominant or a cannabidiol-dominant product. Participants (N = 42) were regular cannabis users between the ages of 21 and 39 years (mean = 30.81 years, standard deviation = 4.72 years). RESULTS Although participants reported a more positive affect (p < 0.001), enjoyment (p < 0.001), and runner's high symptoms (p < 0.001) during their cannabis (vs non-cannabis) exercise appointment, they also reported more exertion (p = 0.04). Pain levels were very low and did not differ between appointments (p = 0.45). Effects appeared to depend, in part, on cannabinoid content; there was a larger difference in enjoyment (p = 0.02), and a smaller difference in exertion (p = 0.02), between the cannabis and non-cannabis exercise appointments among participants in the cannabidiol (vs Δ9-tetrahydrocannabinol) condition. CONCLUSIONS To our knowledge, this is the first study to investigate the acute effects of commercially available cannabis on subjective responses to exercise in a laboratory environment. Our findings suggest that, among regular cannabis users who use cannabis in combination with exercise, cannabis use prior to exercise may lead to increases in both positive and negative aspects of the subjective exercise experience. Research using diverse samples, exercise modalities, and methodologies (e.g., placebo-controlled trials) is needed to establish the generalizability of these findings.
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Affiliation(s)
- Laurel P Gibson
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA.
| | - Gregory R Giordano
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
| | - L Cinnamon Bidwell
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
| | - Kent E Hutchison
- Department of Psychiatry, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Angela D Bryan
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
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Welsh JW, Dopp AR, Durham RM, Sitar SI, Passetti LL, Hunter SB, Godley MD, Winters KC. Narrative review: Revised Principles and Practice Recommendations for Adolescent Substance Use Treatment and Policy. J Am Acad Child Adolesc Psychiatry 2024:S0890-8567(24)00140-0. [PMID: 38537736 DOI: 10.1016/j.jaac.2024.03.010] [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: 09/11/2023] [Revised: 01/24/2024] [Accepted: 03/18/2024] [Indexed: 04/08/2024]
Abstract
OBJECTIVE In 2014, the U.S. National Institute on Drug Abuse released the "Principles of Adolescent Substance Use Disorder Treatment," summarizing previously established evidence and outlining principles of effective assessment, treatment, and aftercare for substance use disorders (SUD). Winters et al. (2018) updated these principles to be developmentally appropriate for adolescents. This review builds on that formative work and recommends updated adolescent assessment, treatment, and aftercare principles and practices. METHOD The Cochrane, MEDLINE-PubMed, and PsychInfo databases were searched for relevant studies with new data about adolescent substance use services. This article updates the 13 original principles; condenses the 8 original modalities into 5 practices; and highlights implications for public policy approaches, future funding, and research. RESULTS Key recommendations from the principles include integrating care for co-occurring mental health disorders and SUDs, improving service accessibility including through the educational system, maintaining engagement, and addressing tension between agencies when collaborating with other youth service systems. Updates to the treatment practices include adoption of Screening, Brief Intervention and Referral to Treatment (SBIRT), investment in social programs and family involvement in treatment, expanding access to behavioral therapies and medications, increasing funding to harm reduction services, supporting reimbursement for continuing care services, and increasing investment in research. CONCLUSION These revised principles of adolescent assessment, treatment, and aftercare approaches and practices aim to establish guidance and evidence-based practices for treatment providers, while encouraging necessary support from policymakers and funding agencies to improve the standard of care for adolescent SUD services.
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7
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Margolis ET, Gabard-Durnam LJ. Prenatal influences on postnatal neuroplasticity: Integrating DOHaD and sensitive/critical period frameworks to understand biological embedding in early development. INFANCY 2024. [PMID: 38449347 DOI: 10.1111/infa.12588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 01/26/2024] [Accepted: 02/13/2024] [Indexed: 03/08/2024]
Abstract
Early environments can have significant and lasting effects on brain, body, and behavior across the lifecourse. Here, we address current research efforts to understand how experiences impact neurodevelopment with a new perspective integrating two well-known conceptual frameworks - the Developmental Origins of Health and Disease (DOHaD) and sensitive/critical period frameworks. Specifically, we consider how prenatal experiences characterized in the DOHaD model impact two key neurobiological mechanisms of sensitive/critical periods for adapting to and learning from the postnatal environment. We draw from both animal and human research to summarize the current state of knowledge on how particular prenatal substance exposures (psychoactive substances and heavy metals) and nutritional profiles (protein-energy malnutrition and iron deficiency) each differentially impact brain circuits' excitation/GABAergic inhibition balance and myelination. Finally, we highlight new research directions that emerge from this integrated framework, including testing how prenatal environments alter sensitive/critical period timing and learning and identifying potential promotional/buffering prenatal exposures to impact postnatal sensitive/critical periods. We hope this integrative framework considering prenatal influences on postnatal neuroplasticity will stimulate new research to understand how early environments have lasting consequences on our brains, behavior, and health.
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Affiliation(s)
- Emma T Margolis
- Department of Psychology, Northeastern University, Boston, Massachusetts, USA
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8
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Vallentin-Holbech L, Karsberg SH, Nielsen AS, Feldstein Ewing SW, Rømer Thomsen K. Preliminary evaluation of a novel group-based motivational interviewing intervention with adolescents: a feasibility study. Front Public Health 2024; 12:1344286. [PMID: 38510360 PMCID: PMC10951374 DOI: 10.3389/fpubh.2024.1344286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 02/23/2024] [Indexed: 03/22/2024] Open
Abstract
Drinking is closely intertwined with social life among many adolescents, particularly in Europe. Group-based interventions, such as group-based motivational interviewing (group MI), have shown the capacity to prevent and reduce hazardous drinking and related problems among adolescents, but few examinations have been conducted in a European high school setting. This study examines the preliminary outcomes of a pilot group MI intervention among Danish adolescents. High school students (ages 15-18 years) were randomly allocated to two 1-h group MI sessions delivered in a school setting (N = 65) or an assessment only control condition (N = 67). Data were collected in August and November 2020 using online self-administrated questionnaires regarding the acceptability of the intervention and past month alcohol use. The pilot group MI intervention showed high feasibility and acceptability in this setting and with this age group. Group MI adolescents significantly reduced peak drinks per drinking day compared to assessment only adolescents (-2.7 drinks, p < 0.05). Results are discussed in relation to the metrics being evaluated during COVID-19 lockdown, including increased social restrictions at follow-up compared to baseline. Group MI shows promise for reducing hazardous alcohol use among Danish adolescents. In addition, the findings indicate the importance of building on and extending this work in future larger, better-powered randomized controlled trials.
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Affiliation(s)
| | | | - Anette Søgaard Nielsen
- Unit for Clinical Alcohol Research, Clinical Institute, University of Southern Denmark, Odense, Denmark
| | - Sarah W. Feldstein Ewing
- Centre for Alcohol and Drug Research, Aarhus BSS, Aarhus University, Aarhus, Denmark
- Department of Psychology, University of Rhode Island, Kingston, RI, United States
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9
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Bidwell LC, Sznitman SR, Martin-Willett R, Hitchcock LH. Daily associations with cannabis use and sleep quality in anxious cannabis users. Behav Sleep Med 2024; 22:150-167. [PMID: 37255232 PMCID: PMC10687319 DOI: 10.1080/15402002.2023.2217969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
INTRODUCTION Cannabis is increasingly used to self-treat anxiety and related sleep problems, without clear evidence of either supporting or refuting its anxiolytic or sleep aid effects. In addition, different forms of cannabis and primary cannabinoids ∆9-tetrahydrocannabinol (THC) and cannabidiol (CBD) have differing pharmacological effects. METHODS Thirty days of daily data on sleep quality and cannabis use were collected in individuals who use cannabis for mild-to-moderate anxiety (n = 347; 36% male, 64% female; mean age = 33 years). Participants self-reported both the form (flower or edible) and the ratio of THC to CBD in the cannabis used during the observation period. RESULTS Individuals who reported cannabis use on a particular day also reported better sleep quality the following night. Moderation analyses showed that better perceived sleep after cannabis use days was stronger for respondents with higher baseline affective symptoms. Further, respondents who used cannabis edibles with high CBD concentration reported the highest perceived quality of sleep. CONCLUSIONS Among individuals with affective symptoms, naturalistic use of cannabis was associated with better sleep quality, particularly for those using edible and CBD dominant products.
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Affiliation(s)
- L C Bidwell
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, USA
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
| | - S R Sznitman
- School of Public Health, University of Haifa Faculty of Social Welfare and Health Sciences, Haifa, Israel
| | - R Martin-Willett
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
| | - L H Hitchcock
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, USA
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Martin-Willett R, Elmore JS, Phillips PX, Bidwell LC. Meaningfully Characterizing Cannabis Use for Research and Clinical Settings: A Comprehensive Review of Existing Measures and Proposed Future Directions. PSYCHIAT CLIN PSYCH 2024; 34:82-93. [PMID: 38883882 PMCID: PMC11177636 DOI: 10.5152/pcp.2024.23645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 08/30/2023] [Indexed: 06/18/2024] Open
Abstract
Cannabis use is increasingly common. There is a need for validated tools to meaningfully assess recreational, medical, and disordered cannabis use in both research and clinical contexts. Cannabis assessments were considered against pre-determined inclusion criteria within a comprehensive review. Measures were categorized as either (i) evaluating use frequency or quantity, (ii) measuring symptoms of disordered use and withdrawal, or (iii) assessing use motives, effects, and perceptions. The applications and validations for each assessment are summarized. Finally, recommendations for refining of existing measures or development of new measures are presented. The literature review resulted in 289 publications that were reviewed in detail, yielding 21 assessments that met inclusion criteria. The applications of these assessments are described here, in addition to the information about the validation studies of each assessment. Based on the complication of these tools, 5 areas of potential development are highlighted to guide future research, including (i) sensitivity to the mode of cannabis administration as well as sensitivity to (ii) potency of cannabis products alongside frequency and quantity, (iii) unit equivalence, (iv) aligning clinical measures consistently with cannabis use disorder (CUD) diagnostic criteria, and (v) creating measures specific to medical users, their motives for use, and their perceptions of therapeutic benefits or side effects. Clinicians and researchers can pragmatically benefit from this summary of validated measures of cannabis use, and future work could improve the study of and clinical care for cannabis use and CUD by pursuing one or more key areas of development described here.
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Affiliation(s)
- Renee Martin-Willett
- Department of Psychology and Neuroscience, University of Colorado Boulder, Colorado, USA
| | - Joshua S Elmore
- Department of Psychology and Neuroscience, University of Colorado Boulder, Colorado, USA
| | - Paige X Phillips
- Institute of Cognitive Science, University of Colorado Boulder, Colorado, USA
| | - L Cinnamon Bidwell
- Department of Psychology and Neuroscience, University of Colorado Boulder, Colorado, USA
- Institute of Cognitive Science, University of Colorado Boulder, Colorado, USA
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11
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Bidwell LC, Martin-Willett R, Skrzynski C, Lisano J, Ortiz Torres M, Giordano G, Hutchison KE, Bryan AD. Acute and Extended Anxiolytic Effects of Cannabidiol in Cannabis Flower: A Quasi-Experimental ad libitum Use Study. Cannabis Cannabinoid Res 2024. [PMID: 38252547 DOI: 10.1089/can.2023.0187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2024] Open
Abstract
Objective: Δ9-tetrahydrocannabinol (THC) and cannabidiol (CBD) have varying pharmacological actions with differential effects on acute and extended affective states, incuding anxiety. We aimed to study these effects on anxiety in legal market forms of cannabis. Method: This study makes use of a nonequivalent control group quasiexperimental design. Forty-two participants with anxiety symptions who were not using cannabis were compared to 258 participants with anxiety symptoms who used cannabis flower (∼3-4 times per week). Participants who used cannabis were randomly assigned to one of three legal market cannabis conditions; THC-dominant (24% THC, <1% CBD), THC+CBD (12% THC, 12% CBD), or CBD-dominant (<1% THC, 24% CBD). Changes in anxiety symptoms over 4-weeks were measured by the Patient Global Impression of Change (PGIC) scale and the Depression, Anxiety, and Stress Scale (DASS). Acute changes in subjective mood immediately after cannabis use were measured by the Profile of Mood States (POMS) Elation, Tension, and Paranoia subscales and the Addiction Research Center Inventory intoxication scale. Results: While all participants reported anxiety reductions over the 4-week study on the PGIC (F=30.65, p<0.001) and DASS anxiety measures (F=115.88, p<0.001), ad libitum CBD-dominant cannabis use was associated with lower scores on the DASS anxiety subscale compared to THC-dominant use when accounting for frequency of use (difference=-1.03, SE=0.45, p=0.02). Similarly, acute CBD-dominant cannabis use was associated with lower scores on the POMS tension and paranoia subscales (POMS tension: CBD-dominant vs. THC-dominant: difference=-0.41 SE=0.1, p<0.001; CBD-dominant vs. THC+CBD: difference=-0.28, SE=0.07, p=0.04; POMS paranoia: CBD-dominant vs. THC-dominant: difference=-0.49, SE=0.1, p<0.001; CBD-dominant vs. THC+CBD: difference=-0.33, SE=0.09, p=0.01). Participants in all cannabis conditions experienced acute changes in positive mood and subjective drug effects. Conclusions: This study provides novel information on the impacts of legal market cannabis with varying ratios of THC to CBD in indviduals with anxiety symptoms. Findings suggest that THC did not increase anxiety and that CBD-dominant forms of cannabis were associated with acute tension reduction that may translate to longer-term reductions in anxiety symptoms. Clinical Trial Registration: NCT03491384.
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Affiliation(s)
- L Cinnamon Bidwell
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado, USA
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, USA
| | - Renée Martin-Willett
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, USA
| | - Carillon Skrzynski
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, USA
| | - Jonathon Lisano
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado, USA
| | - Marco Ortiz Torres
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado, USA
| | - Gregory Giordano
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, USA
| | - Kent E Hutchison
- Department of Psychiatry, College of Medicine, University of Colorado Denver, Denver, Colorado, USA
| | - Angela D Bryan
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, USA
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McCann NC, McMahan VM, Smith R, Majeski A, Johns SL, Kosakowski S, Wolfe S, Brennan S, Robinson M, Coffin PO, Walley AY. Feasibility and acceptability of a timeline follow-back method to assess opioid use, non-fatal overdose, and substance use disorder treatment. Addict Behav 2024; 148:107873. [PMID: 37801804 PMCID: PMC10618957 DOI: 10.1016/j.addbeh.2023.107873] [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: 05/15/2023] [Revised: 08/11/2023] [Accepted: 09/28/2023] [Indexed: 10/08/2023]
Abstract
BACKGROUND Non-fatal overdoses are underreported and there is no accepted and feasible self-report research measure of non-fatal opioid overdose. Timeline follow-back (TLFB) calendar-based questionnaires assess self-reported risk behaviors. We assessed feasibility and acceptability of a new TLFB research measure for opioid use, non-fatal opioid overdose, and substance use disorder treatment among opioid overdose survivors. METHODS For the Repeated-dose Behavioral Intervention to Reduce Opioid Overdose Trial (REBOOT) study among opioid overdose survivors, we developed a TLFB questionnaire to assess daily non-prescribed opioid use, opioid overdose, facility stays, medications/behavioral treatment for opioid use disorder, and COVID-19 history during the previous 120 days. Staff assessors administered TLFB at four-monthly visits over the 16-month study participation period. To measure feasibility, we estimated TLFB completion time using an electronic timestamp tool. To measure acceptability, we administered a satisfaction survey to 103 participants who completed REBOOT. RESULTS Among 525 TLFB assessments conducted in 174 participants from January 2021-January 2023, opioid use was reported in 510 assessments, medication for opioid use disorder (MOUD) in 331 assessments, and ≥ 1 overdose in 107 assessments. Median TLFB completion time was 11 (IQR: 6-17) minutes for sections administered to all participants; detailed overdose questions administered to those reporting overdose took an additional 3 (IQR: 2-6) minutes. Report of ≥ 1 overdose and MOUD use were significantly associated with increased TLFB completion time. 88 % of participants reported that TLFB was very/somewhat acceptable. CONCLUSIONS Among opioid overdose survivors, REBOOT TLFB was a feasible and acceptable research measure, with similar completion time as other TLFB assessments of substance use.
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Affiliation(s)
- Nicole C McCann
- Boston University School of Public Health, Department of Health Law, Policy, and Management, Boston, MA.
| | - Vanessa M McMahan
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, CA
| | - Rachel Smith
- Boston University Chobanian & Avedisian School of Medicine, Boston MA
| | - Adam Majeski
- Grayken Center for Addiction and Clinical Addiction Research and Education (CARE) Unit, Section of General Internal Medicine, Boston Medical Center, Boston MA
| | - Sarah L Johns
- Grayken Center for Addiction and Clinical Addiction Research and Education (CARE) Unit, Section of General Internal Medicine, Boston Medical Center, Boston MA
| | - Sarah Kosakowski
- Grayken Center for Addiction and Clinical Addiction Research and Education (CARE) Unit, Section of General Internal Medicine, Boston Medical Center, Boston MA
| | - Shae Wolfe
- Grayken Center for Addiction and Clinical Addiction Research and Education (CARE) Unit, Section of General Internal Medicine, Boston Medical Center, Boston MA
| | - Sarah Brennan
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, CA
| | - Mackenzie Robinson
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, CA
| | - Phillip O Coffin
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, CA; University of California San Francisco, San Francisco CA
| | - Alexander Y Walley
- Boston University Chobanian & Avedisian School of Medicine, Boston MA; Grayken Center for Addiction and Clinical Addiction Research and Education (CARE) Unit, Section of General Internal Medicine, Boston Medical Center, Boston MA
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13
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Hareskov Jensen N, Vallentin-Holbech L, Dash GF, Feldstein Ewing SW, Rømer Thomsen K. Validity of an online, self-administered Timeline Followback for alcohol use with adolescents. Front Psychiatry 2023; 14:1221487. [PMID: 38098631 PMCID: PMC10720705 DOI: 10.3389/fpsyt.2023.1221487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/13/2023] [Indexed: 12/17/2023] Open
Abstract
Objective The Timeline Followback (TLFB) is a widely used and well-validated interview-based tool for assessing patterns of recent health risk behavior. There is some evidence of the validity of the TLFB as a self-administered online tool for assessing alcohol use, but further research is needed to establish its validity in younger populations and populations outside the United States. Further, it is unknown how self-administered online TLFB formats compare to more timesaving and commonly used single-item alcohol questions. The primary aim of the current study was to validate a new online, self-administered TLFB for alcohol use against the TLFB interview in a sample of European (Danish) adolescents aged 16-18 years (N = 30). Methods Participants completed a TLFB telephone interview, a self-administered online version of the TLFB, and single-item alcohol questions. Assessments were administered using a within-subject, counter-balanced design. Estimates of number of drinking days, binge-drinking days, maximum drinks consumed on one occasion, total drinks, and drinks per drinking day were compared across metrics. Results All correlations between the drinking outcomes assessed via the TLFB interview and the TLFB online were positive, and statistically significant (rss = 0.86-0.94, p < 0.01). Wilcoxon signed-rank tests showed no significant differences between the TLFB interview and the TLFB online on drinking days, binge drinking days, max drinks, and total drinks. Participants reported drinking significantly more drinks per drinking day on the TLFB online (M = 4.66) compared to on the TLFB interview (M = 4.12; p = 0.009). Conclusion Overall, the results support the validity of the online, self-administered TLFB in a sample of European (Danish) adolescents.
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Affiliation(s)
- Natascha Hareskov Jensen
- Center for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
| | - Lotte Vallentin-Holbech
- Center for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
| | - Genevieve F. Dash
- Department of Psychological Sciences, University of Missouri, Columbia, MO, United States
| | - Sarah W. Feldstein Ewing
- Center for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
- Department of Psychology, University of Rhode Island, Kingston, RI, United States
| | - Kristine Rømer Thomsen
- Center for Alcohol and Drug Research, Department of Psychology and Behavioral Sciences, Aarhus University, Aarhus, Denmark
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14
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Kuhns L, Mies G, Kroon E, Willuhn I, Lesscher H, Cousijn J. Alcohol cue reactivity in the brain: Age-related differences in the role of social processes in addiction in male drinkers. J Neurosci Res 2023; 101:1521-1537. [PMID: 37401734 PMCID: PMC10538438 DOI: 10.1002/jnr.25206] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 05/03/2023] [Accepted: 05/10/2023] [Indexed: 07/05/2023]
Abstract
Social attunement (SA)-the tendency to harmonize behavior with the social environment-has been proposed to drive the escalation of alcohol use in adolescence, while reducing use in adulthood. Little is known about how heightened social sensitivity in adolescence may interact with neural alcohol cue reactivity-a marker of alcohol use disorder-and its relationship to alcohol use severity over time. The aims of this study were to test whether (1) adolescents and adults differ in social alcohol cue reactivity in the nucleus accumbens, anterior cingulate cortex, and right medial prefrontal cortex (mPFC), and (2) age moderates the relationship between social alcohol cue reactivity and social attunement, measures of drinking at baseline, and changes in drinking over time. A sample of male adolescents (16-18 years) and adults (29-35 years) completed an fMRI social alcohol cue-exposure task at baseline and an online follow-up two to three years later. No main effects of age or drinking measures were observed in social alcohol cue reactivity. However, age significantly moderated associations of social alcohol cue reactivity in the mPFC and additional regions from exploratory whole-brain analyses with SA, with a positive association in adolescents and negative association in adults. Significant age interactions emerged only for SA in predicting drinking over time. Adolescents with higher SA scores escalated drinking, while adults with higher SA scores reduced drinking. These findings warrant further research on SA as a risk and protective factor and suggest that social processes influence cue reactivity differentially in male adolescents and adults.
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Affiliation(s)
- Lauren Kuhns
- Neuroscience of Addiction (NofA) Lab, Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
- The Amsterdam Brain and Cognition Center (ABC), University of Amsterdam, Amsterdam, The Netherlands
| | - Gabry Mies
- Neuroscience of Addiction (NofA) Lab, Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
- Karakter, Child and Adolescent Psychiatry University Center, Nijmegen, The Netherlands
| | - Emese Kroon
- Neuroscience of Addiction (NofA) Lab, Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
- The Amsterdam Brain and Cognition Center (ABC), University of Amsterdam, Amsterdam, The Netherlands
| | - Ingo Willuhn
- The Amsterdam Brain and Cognition Center (ABC), University of Amsterdam, Amsterdam, The Netherlands
- Netherlands Institute for Neuroscience, Royal Netherlands, Academy of Arts and Sciences, 1105 BA Amsterdam, The Netherlands
- Department of Psychiatry, Amsterdam University Medical Centers, University of Amsterdam, The Netherlands
| | - Heidi Lesscher
- Department of Population Health Sciences, unit Animals in Science and Society, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
| | - Janna Cousijn
- Neuroscience of Addiction (NofA) Lab, Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
- Department of Psychology, Education & Child Studies, Erasmus University Rotterdam, The Netherlands
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15
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Gibson LP, Skrzynski CJ, Giordano GR, Bryan AD. A daily diary investigation of cannabis use and its diet and exercise correlates. Front Psychol 2023; 14:1217144. [PMID: 37599724 PMCID: PMC10436564 DOI: 10.3389/fpsyg.2023.1217144] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 07/12/2023] [Indexed: 08/22/2023] Open
Abstract
Background The increasing availability of legal-market cannabis products has raised many questions about potential harms and benefits of increased use. In particular, concerns have been raised about the possible negative impact of cannabis use on behavioral determinants of obesity and chronic disease, including diet and exercise. However, previous research is mixed and has largely relied on cross-sectional survey data and coarse measurements of cannabis use, underscoring the need for more rigorous research designs. Purpose The present study utilized longitudinal daily diary data to assess whether exercise and diet patterns differed between cannabis users and non-users and, within cannabis users, whether legal-market cannabis use, diet, and exercise covaried within individuals across time and based on cannabinoid content. Methods A sample of 98 participants (77 cannabis users, 21 non-users) completed a baseline appointment and a 30-day daily diary study assessing their daily cannabis use, diet, and exercise. Cannabis users were quasi-randomly assigned to use either a THC-dominant flower product (n = 36) or a CBD-containing flower product (n = 41) ad libitum over the course of the daily diary study. Participants were between the ages of 21 and 41 (M = 29.28) and were majority male (61.2%). Results At baseline, there were no differences in BMI or exercise behavior between users and non-users. Likelihood of exercising and exercise minutes per day over the 30-day period also did not differ between users and non-users, nor did these outcomes differ on cannabis use vs. non-use days among cannabis using participants. In contrast, there was some evidence for a relationship between cannabis use and dietary measures. At baseline, non-users scored higher on the Healthy Eating Index than users. Daily data also indicated that users consumed marginally more salty snacks and fast food per day relative to non-users, and users consumed more fruits/vegetables and marginally more salty snacks on cannabis use days vs. non-use days. Interestingly, among users, no associations were dependent on the cannabinoid content of their assigned product. Conclusion Findings suggest little association between cannabis use and exercise but underscore the need for further research on how cannabis use may impact dietary patterns. Future research should examine the impact of cannabis on non-behavioral pathways to obesity and chronic disease (e.g., metabolism).
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Affiliation(s)
- Laurel P. Gibson
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, United States
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16
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Florimbio AR, Walton MA, Duval ER, Bauermeister JA, Young SD, McAfee J, Bonar EE. Direct and Indirect Effects of Cannabis Risk Perceptions on Cannabis Use Frequency. ADDICTION RESEARCH & THEORY 2023; 32:68-73. [PMID: 38268741 PMCID: PMC10805454 DOI: 10.1080/16066359.2023.2221029] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 05/24/2023] [Indexed: 01/26/2024]
Abstract
Background Perceived risk of harm associated with cannabis use has decreased in recent decades, particularly among emerging adults who show the highest prevalence of use. Cannabis-related protective behavioral strategies (PBS) are associated with lower cannabis use and fewer consequences; however, individuals who perceive using cannabis as low risk may use cannabis PBS less often. Therefore, using cross-sectional data, we examined the associations between perceived risk of harm associated with cannabis use, cannabis PBS, and cannabis use frequency. Method Participants were 146 emerging adults between the ages of 18-25 (56.2% female) who reported consuming cannabis at least 3 times/week and completed measures of past-month cannabis use, past three-month use of cannabis PBS, and perceived risk of harm associated with cannabis use. Path analyses examined direct and indirect effects of perceived risk of cannabis-related harm on cannabis frequency through cannabis PBS. Results Most (66.4%) participants reported no perceived risk of harm associated with occasional cannabis use, whereas 30.1% reported no perceived risk of harm associated with regular cannabis use. Findings indicated a significant indirect effect between perceived risk of harm and cannabis use frequency through cannabis PBS, b = -10.23, SE = 3.80, 95% CI [-17.67, -2.80], p = .007. Conclusions Among emerging adults who consume cannabis regularly, findings suggest that a greater perceived risk of cannabis-related harm is associated with decreased cannabis use frequency via increased use of cannabis PBS. Although future analyses evaluating causal mechanisms are needed, these findings have clinical implications for harm reduction interventions focused on cannabis use.
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Affiliation(s)
- Autumn Rae Florimbio
- Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA
- Addiction Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA
| | - Maureen A. Walton
- Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA
- Addiction Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA
- Injury Prevention Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 10, Ann Arbor, MI 48109, USA
| | - Elizabeth R. Duval
- Department of Psychiatry, University of Michigan, Rachel Upjohn Building, 4250 Plymouth Rd., Ann Arbor, MI 48109
| | - José A. Bauermeister
- Department of Family & Community Health, University of Pennsylvania, Philadelphia, PA 19104
| | - Sean D. Young
- Department of Informatics, Donald Bren School of Information and Computer Sciences, University of California Irvine, Irvine, CA 92697
- Department of Emergency Medicine, University of California Irvine, CA 92697
| | - Jenna McAfee
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI 48109
| | - Erin E. Bonar
- Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA
- Addiction Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA
- Injury Prevention Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 10, Ann Arbor, MI 48109, USA
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17
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Cumming C, Kinner SA, McKetin R, Young JT, Li I, Preen DB. The predictive validity of the Alcohol, Smoking and Substance Involvement Screening Test (ASSIST) for moderate- to high-risk cannabis, methamphetamine and opioid use after release from prison. Addiction 2023; 118:1107-1115. [PMID: 36680769 PMCID: PMC10952147 DOI: 10.1111/add.16138] [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: 08/26/2022] [Accepted: 12/24/2022] [Indexed: 01/22/2023]
Abstract
BACKGROUND AND AIMS Illicit substance use is common among people entering prisons, as is returning to substance use after release from prison. We aimed to assess the predictive validity of the Alcohol, Smoking and Substance Involvement Screening Test (ASSIST) for returning to substance use after release from prison. DESIGN A longitudinal design with baseline survey conducted between 2008 and 2010 in the 6 weeks before expected prison release and up to three follow-up surveys in the 6 months after release. SETTING Prisons in Queensland, Australia. PARTICIPANTS A total of 1054 adults within 6 weeks of expected release from prison. MEASUREMENTS The ASSIST was used to assess problematic use of cannabis, methamphetamine, heroin and other non-prescribed opioids in the 3 months before incarceration. Post-incarceration substance use was measured at 1, 3 and 6 months after release. We calculated the area under the receiver operating characteristic curve (AUROC) and the optimal ASSIST cut-off score for each substance, using Youden's index (J). FINDINGS Forty-one per cent (n = 434) of the cohort reported any substance use during follow-up: 33% (n = 344) used cannabis, 20% (n = 209) methamphetamine, 10% (n = 109) heroin and 9% (n = 97) illicit other opioids. The optimal ASSIST cut-off score was ≥ 4 for heroin, methamphetamine and cannabis and ≥ 1 for other opioids. Using these cut-offs, the AUROC was highest for heroin in predicting both any use (AUROC = 0.82) and weekly use (AUROC = 0.88) in the past 4 weeks. AUROCs for other drugs ranged from 0.73 to 0.79. CONCLUSIONS The ASSIST shows promise as an accurate and potentially scalable tool that may be useful for predicting a return to substance use after release from prison and could inform service delivery. The substantial rates of returning to substance use after release from prison suggest that prison serves to interrupt rather than cease substance use.
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Affiliation(s)
- Craig Cumming
- Centre for Health Services Research, School of Population and Global HealthUniversity of Western AustraliaCrawleyWAAustralia
| | - Stuart A. Kinner
- Centre for Adolescent HealthMurdoch Children’s Research InstituteParkvilleVICAustralia
- Melbourne School of Population and Global HealthUniversity of MelbourneParkvilleVICAustralia
- Griffith Criminology InstituteGriffith UniversityMt GravattQLDAustralia
- School of Population HealthCurtin UniversityPerthWAAustralia
| | - Rebecca McKetin
- National Drug and Alcohol Research CentreUniversity of New South WalesSydneyNSWAustralia
| | - Jesse T. Young
- Centre for Health Equity, Melbourne School of Population and Global HealthUniversity of MelbourneParkvilleVICAustralia
- Centre for Adolescent HealthMurdoch Children's Research InstituteParkvilleVICAustralia
- National Drug Research InstituteCurtin UniversityPerthWAAustralia
- School of Population and Global HealthUniversity of Western AustraliaCrawleyWAAustralia
| | - Ian Li
- School of Population and Global HealthUniversity of Western AustraliaCrawleyWAAustralia
| | - David B. Preen
- Centre for Health Services Research, School of Population and Global HealthUniversity of Western AustraliaCrawleyWAAustralia
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18
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Boyle HK, Singh S, López G, Carey KB, Jackson KM, Merrill JE. A qualitative examination of positive and negative consequences young adults experience from simultaneous alcohol and cannabis use. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2023; 37:639-650. [PMID: 36301269 PMCID: PMC10133411 DOI: 10.1037/adb0000886] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Alcohol and cannabis are two of the most commonly used substances among young adults, and most individuals who use both substances use them simultaneously, that is, on the same occasion such that their effects overlap. Given the high prevalence of simultaneous alcohol and cannabis use, it is important to understand the relationship between simultaneous use and consequences. This study presents a qualitative examination of positive and negative consequences of simultaneous use. METHOD We conducted individual interviews among 36 young adults who engage in simultaneous use (23 women, 12 men, 1 trans man). Interviews included open-ended questions examining negative and positive consequences of simultaneous use and how simultaneous use differed from single substance use (alcohol only use, cannabis only use). Interviews were analyzed using applied thematic analysis. RESULTS Young adults reported numerous negative and positive consequences of simultaneous use, many overlapping with single substance use. Yet, they also reported unique combinations of positive consequences not experienced by single substance use. Young adults discussed patterns of use that were sometimes approached intentionally (e.g., quantity of substances used, order) that influenced consequences. CONCLUSIONS Together these findings provide further insight into young adults' simultaneous use experiences. Next steps should include quantitative exploratory research to identify and determine the frequency of specific consequences experienced during simultaneous use and examine the relationship between simultaneous use consequences and particular patterns of use. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Holly K Boyle
- Center for Alcohol and Addiction Studies, Brown University
| | - Samyukta Singh
- Center for Alcohol and Addiction Studies, Brown University
| | - Gabriela López
- Center for Alcohol and Addiction Studies, Brown University
| | - Kate B Carey
- Center for Alcohol and Addiction Studies, Brown University
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19
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Molander O, Bjureberg J, Sahlin H, Beijer U, Hellner C, Ljótsson B. Integrated cognitive behavioral treatment for substance use and depressive symptoms: a homeless case series and feasibility study. Pilot Feasibility Stud 2023; 9:76. [PMID: 37147667 PMCID: PMC10161417 DOI: 10.1186/s40814-023-01305-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 04/21/2023] [Indexed: 05/07/2023] Open
Abstract
BACKGROUND Homelessness is associated with high prevalence of psychiatric disorders such as substance use disorders, including alcohol use disorder, and depression. METHODS This case series and feasibility trial evaluated a novel integrated cognitive behavioral treatment (ICBT), which was adapted specifically for homeless individuals and developed to treat substance use and depressive symptoms simultaneously. The ICBT was delivered among four homeless individuals enrolled in the Treatment First program (a social services program where treatment is offered in conjunction with temporary transitional housing), who had access to stable and sober housing milieus. RESULTS The ICBT was rated high in expectancy of improvement, credibility, and satisfaction, with few treatment-related adverse events, and fairly high treatment retention. At 12 months follow-up, three of four participants were not homeless anymore. Some participants experienced short-term reductions in substance use and/or depressive symptoms. CONCLUSIONS The study provided preliminary support that the ICBT can be a feasible and potentially effective treatment for homeless individuals with substance use and/or depressive symptoms. However, the delivery format within the Treatment First program was not feasible. The ICBT could be offered within the social services Housing First program instead (where permanent housing is offered before treatment), or to non-homeless individuals. TRIAL REGISTRATION The study was registered retrospectively at ClinicalTrials.gov (NCT05329181).
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Affiliation(s)
- Olof Molander
- PelarbackenErsta Diakoni, Social Welfare Office for the Homeless, City of Stockholm, Stockholm, Sweden.
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69, Plan 7, 113 64, Stockholm, Sweden.
| | - Johan Bjureberg
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69, Plan 7, 113 64, Stockholm, Sweden
| | - Hanna Sahlin
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69, Plan 7, 113 64, Stockholm, Sweden
| | - Ulla Beijer
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69, Plan 7, 113 64, Stockholm, Sweden
| | - Clara Hellner
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Norra Stationsgatan 69, Plan 7, 113 64, Stockholm, Sweden
| | - Brjánn Ljótsson
- Department of Clinical Neuroscience, Division of Psychology, Karolinska Institutet, Stockholm, Sweden
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Nagata JM, Smith N, Sajjad OM, Zamora G, Raney JH, Ganson KT, Testa A, Vittinghoff E, Jackson DB. Adverse childhood experiences and sipping alcohol in U.S. Children: Findings from the Adolescent Brain Cognitive Development study. Prev Med Rep 2023; 32:102153. [PMID: 36875509 PMCID: PMC9978032 DOI: 10.1016/j.pmedr.2023.102153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/30/2022] [Accepted: 02/14/2023] [Indexed: 02/19/2023] Open
Abstract
The objective of this study was to explore the relationship between accumulating adverse childhood experiences (ACEs) and sipping alcohol in a large, nationwide sample of 9-to-10-year-old U.S. children. We analyzed data from the Adolescent Brain Cognitive Development (ABCD) Study (2016-2018). Of 10,853 children (49.1 % female), 23.4 % reported ever sipping alcohol. A greater ACE score was associated with a higher risk of sipping alcohol. Having 4 or more ACEs placed children at 1.27 times the risk (95 % CI 1.11-1.45) of sipping alcohol compared to children with no ACEs. Among the nine distinct ACEs examined, household violence (Risk Ratio [RR] = 1.13, 95 % CI 1.04-1.22) and household alcohol abuse (RR = 1.14, 95 % CI 1.05-1.22) were associated with sipping alcohol during childhood. Our findings indicate a need for increased clinical attention to alcohol sipping among ACE-exposed children.
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Affiliation(s)
- Jason M Nagata
- Department of Pediatrics, University of California, San Francisco, 550 16th Street, 4th Floor, Box 0503, San Francisco, CA 94143, USA
| | - Natalia Smith
- Department of Pediatrics, University of California, San Francisco, 550 16th Street, 4th Floor, Box 0503, San Francisco, CA 94143, USA
| | - Omar M Sajjad
- Geisel School of Medicine, Dartmouth College, 1 Rope Ferry Rd, Hanover, NH 03755, USA
| | - Gabriel Zamora
- Department of Pediatrics, University of California, San Francisco, 550 16th Street, 4th Floor, Box 0503, San Francisco, CA 94143, USA
| | - Julia H Raney
- Department of Pediatrics, University of California, San Francisco, 550 16th Street, 4th Floor, Box 0503, San Francisco, CA 94143, USA
| | - Kyle T Ganson
- Factor-Inwentash Faculty of Social Work, University of Toronto, 246 Bloor St W, Toronto, ON M5S 1V4, Canada
| | - Alexander Testa
- Department of Management, Policy and Community Health, University of Texas Health, Science Center at Houston, 7000 Fannin St, Houston, TX 77030, USA
| | - Eric Vittinghoff
- Department of Epidemiology and Biostatistics, University of California, San Francisco, 550 16th Street, San Francisco, CA 94143, USA
| | - Dylan B Jackson
- Department of Population, Family, and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Johns Hopkins University, 615 N Wolfe St, Baltimore, MD 21205, USA
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Skrzynski CJ, Napolitan A, Hitchcock L, Minhas M, Mackillop J, Bryan AD, Bidwell LC. Cannabis Involvement and Demand in Frequent Concentrate Users Versus Predominantly Flower Users. J Stud Alcohol Drugs 2023; 84:214-221. [PMID: 36971716 PMCID: PMC10171257 DOI: 10.15288/jsad.22-00066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 09/20/2022] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Cannabis concentrate products contain more of the intoxicating cannabinoid, tetrahydrocannabinol, than flower products and, thus, may produce greater harm. Indeed, concentrate use is associated with greater cannabis dependence and problems (e.g., anxiety) than flower use. Given this, continued examination of concentrate versus flower use differences on associations with various cannabis measures may be useful. These measures include behavioral economic demand for cannabis (i.e., its subjective reinforcing value), use frequency, and dependence. METHOD In the present study of 480 cannabis users, those who were frequent concentrate users (n = 176) were compared with predominantly flower users (n = 304) regarding the relationship of two latent drug demand metrics assessed by the Marijuana Purchase Task to cannabis use frequency (i.e., days of cannabis use) and cannabis dependence (i.e., Marijuana Dependence Scale scores). RESULTS Two previously observed latent factors emerged, based on confirmatory factor analysis: amplitude, reflecting maximum consumption, and persistence, reflecting cost insensitivity. Group comparisons showed that amplitude was greater among the concentrate versus flower group, but no difference was found for persistence. Further, using structural path invariance testing, the factors were differentially associated with cannabis use frequency across groups. Amplitude was positively associated with frequency for both groups, whereas persistence was negatively associated with frequency for the flower group. Neither factor was associated with dependence for either group. CONCLUSIONS Findings continue to indicate that the demand metrics, although distinct, can be parsimoniously condensed into two factors. In addition, method of administration (i.e., concentrate vs. flower use) may affect how demand for cannabis relates to frequency of use. Associations were notably stronger with frequency relative to dependence.
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Affiliation(s)
- Carillon J. Skrzynski
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado
| | - Alexander Napolitan
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado
| | - Leah Hitchcock
- Institute of Cognitive Science, University of Colorado Boulder, Boulder, Colorado
| | - Meenu Minhas
- Peter Boris Centre for Addictions Research, Department of Psychiatry and Behavioural Neurosciences, McMaster University & St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - James Mackillop
- Peter Boris Centre for Addictions Research, Department of Psychiatry and Behavioural Neurosciences, McMaster University & St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada
| | - Angela D. Bryan
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado
| | - L. Cinnamon Bidwell
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado
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22
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Cousijn J, Mies G, Runia N, Derksen M, Willuhn I, Lesscher H. The impact of age on olfactory alcohol cue-reactivity: A functional magnetic resonance imaging study in adolescent and adult male drinkers. Alcohol Clin Exp Res 2023; 47:668-677. [PMID: 36855285 DOI: 10.1111/acer.15037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 12/20/2022] [Accepted: 02/06/2023] [Indexed: 03/02/2023]
Abstract
BACKGROUND Adolescence is marked not only by rapid surges in the prevalence of alcohol use disorders (AUDs) but also by remarkable recovery rates, as most adolescent-onset AUDs naturally resolve over time. Little is known about the differential vulnerability of adolescents and adults. Therefore, this study aimed to unravel the moderating role of age by comparing neural alcohol cue-reactivity, an important AUD biomarker, between low-to-high beer-drinking adolescent (n = 50, 16 to 18 years), and adult (n = 51, 30 to 35 years) males matched on drinking severity. METHODS Associations between beer odor-induced brain activity and AUD diagnosis, severity of alcohol use-related problems, recent alcohol use, binge-drinking frequency, and task-induced craving were investigated across and between age groups in regions of interest thought to be central in alcohol cue-reactivity: the medial prefrontal cortex, anterior cingulate cortex, and striatal subregions (nucleus accumbens and caudate putamen). These analyses were complemented by exploratory whole-brain analyses. RESULTS Pre-task beer craving increased pre-to-post task in adolescents only. Individual differences in alcohol use, binge drinking, and craving did not relate to beer odor-induced activity. Although region-of-interest analyses did not reach significance, whole-brain analyses showed that adolescents with AUD, compared with adolescents without AUD and adults with AUD, had higher beer odor-induced activity in a large mesocorticolimbic cluster encompassing the right caudate, nucleus accumbens, orbitofrontal cortex, and the olfactory sulcus. Activity in the right caudate and putamen was positively associated with the severity of alcohol use-related problems in adolescents but negatively associated in adults. CONCLUSION These findings suggest a differential role of alcohol cue-reactivity in adolescents compared with adults with AUD and highlight the need for further studies investigating the role of age in the fundamental processes underlying the development of and recovery from of AUD.
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Affiliation(s)
- Janna Cousijn
- Neuroscience of Addiction (NofA) Lab, Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Gabry Mies
- Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands.,Karakter Child and Adolescent Psychiatry Center, Nijmegen, The Netherlands
| | - Nora Runia
- Department of Psychiatry, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.,Amsterdam Brain and Cognition, University of Amsterdam, Amsterdam, The Netherlands
| | - Maik Derksen
- Department of Psychiatry, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.,Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts and Sciences, Amsterdam, The Netherlands
| | - Ingo Willuhn
- Department of Psychiatry, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.,Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts and Sciences, Amsterdam, The Netherlands
| | - Heidi Lesscher
- Unit Animals in Science and Society, Division of Behavioural Neuroscience, Department of Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands
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23
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Wade NE, Sullivan RM, Tapert SF, Pelham WE, Huestis MA, Lisdahl KM, Haist F. Concordance between substance use self-report and hair analysis in community-based adolescents. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2023; 49:76-84. [PMID: 36812240 PMCID: PMC10757802 DOI: 10.1080/00952990.2023.2164931] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 12/20/2022] [Accepted: 01/01/2023] [Indexed: 02/24/2023]
Abstract
Background: Accurate drug use identification through subjective self-report and toxicological biosample (hair) analysis are necessary to determine substance use sequelae in youth. Yet consistency between self-reported substance use and robust, toxicological analysis in a large sample of youth is understudied.Objectives: We aim to assess concordance between self-reported substance use and hair toxicological analysis in community-based adolescents.Methods: Hair results by LC-MS/MS and GC-MS/MS and self-reported past-year substance use from an Adolescent Brain Cognitive Development (ABCD) Study subsample (N = 1,390; ages 9-13; 48% female) were compared. The participants were selected for hair selection through two methods: high scores on a substance risk algorithm selected 93%; 7% were low-risk, randomly selected participants. Kappa coefficients the examined concordance between self-report and hair results.Results: 10% of youth self-reported any past-year substance use (e.g. alcohol, cannabis, nicotine, and opiates), while a mostly non-overlapping 10% had hair results indicating recent substance use (cannabis, alcohol, non-prescription amphetamines, cocaine, nicotine, opiates, and fentanyl). In randomly selected low-risk cases, 7% were confirmed positive in hair. Combining methods, 19% of the sample self-reported substance use and/or had a positive hair sample. Kappa coefficient of concordance between self-report and hair results was low (kappa = 0.07; p = .007).Conclusions: Hair toxicology identified substance use in high-risk and low-risk ABCD cohort subsamples. Given low concordance between hair results and self-report, reliance on either method alone would incorrectly categorize 9% as non-users. Multiple methods for characterizing substance use history in youth improves accuracy. Larger representative samples are needed to assess the prevalence of substance use in youth.
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Affiliation(s)
- Natasha E. Wade
- Department of Psychiatry, University of California, San Diego, USA
| | - Ryan M. Sullivan
- Department of Psychology, University of Wisconsin-Milwaukee, USA
| | - Susan F. Tapert
- Department of Psychiatry, University of California, San Diego, USA
| | | | - Marilyn A. Huestis
- Institute of Emerging Health Professions, Thomas Jefferson University, Philadelphia, PA, USA
| | | | - Frank Haist
- Department of Psychiatry, University of California, San Diego, USA
- Center for Human Development, University of California, San Diego, USA
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24
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Bonar EE, Chapman L, Pagoto S, Tan CY, Duval ER, McAfee J, Collins RL, Walton MA. Social media interventions addressing physical activity among emerging adults who use cannabis: A pilot trial of feasibility and acceptability. Drug Alcohol Depend 2023; 242:109693. [PMID: 36442441 DOI: 10.1016/j.drugalcdep.2022.109693] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 10/31/2022] [Accepted: 11/05/2022] [Indexed: 11/13/2022]
Abstract
PURPOSE Cannabis use is common among emerging adults (ages 18-25), yet few prevention interventions have targeted this unique developmental period. Physical activity (PA) is an under-utilized intervention target for cannabis use, despite research showing its potential utility. Based on prior promising social media-delivered interventions targeting cannabis and PA separately, we developed and piloted, in a randomized controlled feasibility trial (NCT04901910), interventions for emerging adults who use cannabis that focused on PA. PROCEDURES Using social media, we recruited 60 emerging adults (Mean age=21.7 years; 63.3% female sex) who used cannabis (>=3 times/week for the past month) and could engage in PA. We randomized participants into one of 3 conditions (PA-Only; PA+Cannabis, Attention-Control) that each lasted 8 weeks and were delivered in secret Facebook groups by health coaches. We collected follow-up data at 3- and 6-months post-group start. Outcomes are presented descriptively given the pilot nature and limited sample size. RESULTS The interventions were rated favorably, with ratings of the content in each condition averaging around 3 on a 5-point scale. Both intervention groups demonstrated larger reductions in cannabis consequences and cannabis-impaired driving over time than the control condition. Findings were mixed regarding patterns of change in cannabis use in the intervention conditions. Proportions of group members reporting increased PA ranged from 38.9% to 80.0% across time. CONCLUSIONS Interventions targeting PA and delivered via social media to emerging adults who regularly use cannabis offer a novel intervention target. These interventions warrant future investigation in larger trials over a longer follow-up period.
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Affiliation(s)
- Erin E Bonar
- Addiction Center, Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA; Injury Prevention Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 10, Ann Arbor, MI 48109, USA; Center for Sexuality and Health Disparities, University of Michigan, 400 North Ingalls Street, Ann Arbor, MI 48109, USA.
| | - Lyndsay Chapman
- Addiction Center, Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA
| | - Sherry Pagoto
- Department of Allied Health Sciences, University of Connecticut, 2006 Hillside Road, Unit 1248, Storrs, CT 06268, USA
| | - Chiu Yi Tan
- Addiction Center, Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA
| | - Elizabeth R Duval
- Department of Psychiatry, University of Michigan, Rachel Upjohn Building, 4250 Plymouth Rd., Ann Arbor, MI 48109, USA
| | - Jenna McAfee
- Department of Anesthesiology, University of Michigan, Back and Pain Center, 325. E. Eisenhower Parkway, Building 1, Ann Arbor, MI 48108, USA
| | - R Lorraine Collins
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, University at Buffalo, 3435 Main Street, Buffalo, NY 14214, USA
| | - Maureen A Walton
- Addiction Center, Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA; Injury Prevention Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 10, Ann Arbor, MI 48109, USA
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25
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Fitzgerald ND, Liu Y, Wang A, Striley CW, Setlow B, Knackstedt L, Cottler LB. Test-retest reliability of a new assessment to detect detailed temporal patterns of polysubstance use. Int J Methods Psychiatr Res 2022; 31:e1912. [PMID: 35684977 PMCID: PMC9464326 DOI: 10.1002/mpr.1912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 03/11/2022] [Accepted: 03/29/2022] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE While polysubstance use is highly prevalent among people who use drugs, the field lacks a reliable assessment that can detect detailed temporal patterns of polysubstance use. This study assessed the test-retest reliability of the newly developed Polysubstance Use-Temporal Patterns Section (PSU-TPS). METHODS Participants who used cocaine plus alcohol and/or marijuana at least once in the past 30 days (n = 48) were interviewed at baseline and approximately 7 days later (retest) using the Substance Abuse Module and the PSU-TPS. Reliability of PSU-TPS measures of quantity, frequency, and duration of polysubstance use was examined using intra-class correlation coefficients (ICCs) and kappa tests. RESULTS Excellent reliability was observed for frequencies of concurrent polysubstance use patterns in the past 30 days (ICC range: 0.90-0.94) and quantity of alcohol use (ICC = 0.83), and fair to good reliability was observed for duration of substance use (ICC range: 0.52-0.73). CONCLUSION Detailed information regarding cocaine, alcohol, and marijuana polysubstance use in the past 30 days can be reliably measured with the PSU-TPS. Data on the order and timing of polysubstance use at the hourly level will improve our understanding of the implications of sequential and simultaneous use patterns, which can help inform treatment and prevention efforts.
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Affiliation(s)
- Nicole D Fitzgerald
- Department of Epidemiology, Colleges of Medicine and Public Health & Health Professions, University of Florida, Gainesville, Florida, USA
| | - Yiyang Liu
- Department of Epidemiology, Colleges of Medicine and Public Health & Health Professions, University of Florida, Gainesville, Florida, USA
| | - Anna Wang
- Department of Epidemiology, Colleges of Medicine and Public Health & Health Professions, University of Florida, Gainesville, Florida, USA
| | - Catherine W Striley
- Department of Epidemiology, Colleges of Medicine and Public Health & Health Professions, University of Florida, Gainesville, Florida, USA
| | - Barry Setlow
- Department of Psychiatry, College of Medicine, University of Florida, Gainesville, Florida, USA
| | - Lori Knackstedt
- Department of Psychology, College of Liberal Arts and Sciences, University of Florida, Gainesville, Florida, USA
| | - Linda B Cottler
- Department of Epidemiology, Colleges of Medicine and Public Health & Health Professions, University of Florida, Gainesville, Florida, USA
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26
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Ondersma SJ, Todd L, Jablonski S, Ahuja C, Gilstad-Hayden K, Goyert G, Loree A, Heffner J, Yonkers KA. Online randomised factorial trial of electronic Screening and Brief Intervention for alcohol use in pregnancy: a study protocol. BMJ Open 2022; 12:e062735. [PMID: 35922101 PMCID: PMC9352990 DOI: 10.1136/bmjopen-2022-062735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 07/19/2022] [Indexed: 12/03/2022] Open
Abstract
INTRODUCTION Approximately 1 in 7 pregnant women in the USA report past-month alcohol use. Strong evidence connects prenatal alcohol exposure with a range of adverse perinatal outcomes, including the spectrum of conditions known as fetal alcohol spectrum disorders. Screening and Brief Intervention (SBI) has been recommended for pregnant women but has proven difficult to implement. This study will test the efficacy of single-session technology-delivered SBI (electronic SBI) for alcohol use in pregnancy, while simultaneously evaluating the possible additional benefit of tailored text messages and/or booster sessions in a 3×2 factorial trial. METHOD AND ANALYSIS This full factorial trial will use online advertising and clinic-based flyers to recruit pregnant women meeting criteria for unhealthy alcohol use, and randomly assign them to one of six conditions crossing three levels of brief intervention (none, single 120-minute session and single session plus two 5-minute boosters) with two levels of tailored text messaging (none vs twice weekly messages). The primary analysis will test for dose-response effects of the brief intervention on alcohol abstinence, defined as no self-report of alcohol use in the 90 days prior to 34 weeks' gestation, and negative results for ethyl glucuronide analysis of fingernail samples. Secondary analyses will examine main and interaction effects of tailored text messaging as well as intervention effects on birth outcomes. ETHICS AND DISSEMINATION Ethical approval was provided by the Michigan State University Biomedical and Health Institutional Review Board (STUDY00005298). Results will be presented at conferences and community forums, in addition to being published in a peer-reviewed journal. Intervention content demonstrating sufficient efficacy and safety will be made publicly available. TRIAL REGISTRATION NUMBER ClinicalTrials.gov Registry (NCT04332172).
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Affiliation(s)
- Steven J Ondersma
- Division of Public Health and Department of Obstetrics, Gynecology, and Reproductive Biology, Michigan State University, Flint, Michigan, USA
| | - Lisa Todd
- Family Medicine and Public Health Sciences, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Samantha Jablonski
- Health Care Value-Business Analytics Division, Blue Cross Blue Shield of Michigan, Detroit, Michigan, USA
| | - Chaarushi Ahuja
- Department of Obstetrics, Gynecology, and Reproductive Science, Yale-New Haven Hospital, New Haven, Connecticut, USA
| | | | - Gregory Goyert
- Division of Maternal Fetal Medicine, Henry Ford Health, Detroit, Michigan, USA
| | - Amy Loree
- Center for Health Policy & Health Services Research, Henry Ford Health System, Detroit, Michigan, USA
| | - Jaimee Heffner
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Kimberly A Yonkers
- Departments of Psychiatry and Obstetrics & Gynecology, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
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27
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Yang J, Yi M, Qian HZ, Chen Y, Zhou Q, Li X. Post-lockdown Rebounding High-risk Behaviors and HIV Testing Among MSM in China in the Era of the COVID-19 Pandemic. Curr HIV Res 2022; 20:287-295. [PMID: 35702795 DOI: 10.2174/1570162x20666220613120735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 04/05/2022] [Accepted: 04/27/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Lockdown measures for controlling the COVID-19 epidemic were enforced in China between January and May 2020. Previous studies showed a decrease in HIV high- Risk Behaviors (HRBs) and updated testing during the lockdown, but little is known about these behaviors during the post-lockdown period. OBJECTIVE We conducted quantitative and qualitative assessments of HIV-related behaviors among MSM during the lockdown and post-lockdown periods in Changsha, south-central China. METHODS Face-to-face structured interviews with open-ended questions were conducted using the TimeLine Follow Back (TLFB) method for collecting retrospective data on frequencies of HRBs and testing. McNemar's Chi-square test and Wilcoxon signed-rank test were used to comparing frequencies of behaviors between lockdown (January-May 2020) and post-lockdown periods (June- October 2020). Content analysis was used to analyze qualitative data on the reasons for rebounding HRBs and testing. RESULTS Of 159 MSM participants, 64% had at least one HRB during the post-lockdown period. Men had increased condomless sex (from 24% to 35%), multiple partners (23% to 35%), and substance abuse (16% to 27%) between the two study periods due to the negative emotions and increased use of social networks during the lockdown. HIV testing frequency also increased from 37% to 66% due to resuming routine testing services in the community-based organizations and increased HRBs among MSM during post-lockdown. CONCLUSION After lifting the lockdown measures, MSM had rebounding HRBs and uptake of testing. Effective preventive measures and healthcare services should be available to MSM after the lockdown measures are lifted.
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Affiliation(s)
- Jiahui Yang
- Xiangya School of Nursing, Central South University, Changsha City, Hunan Province, China
| | - Mengyao Yi
- Xiangya School of Nursing, Central South University, Changsha City, Hunan Province, China
| | - Han-Zhu Qian
- Xiangya School of Nursing, Central South University, Changsha City, Hunan Province, China.,School of Public Health, Yale University, New Haven, Connecticut, CT 06520, USA
| | - Yuqing Chen
- Xiangya School of Nursing, Central South University, Changsha City, Hunan Province, China
| | - Qidi Zhou
- Xiangya School of Nursing, Central South University, Changsha City, Hunan Province, China
| | - Xianhong Li
- Xiangya School of Nursing, Central South University, Changsha City, Hunan Province, China
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28
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Sevic A, Hashemi NS, Thørrisen MM, Strømstad K, Skarpaas LS, Storm M, Brønnick KK. Effectiveness of eHealth Interventions Targeting Employee Health Behaviors: Systematic Review (Preprint). J Med Internet Res 2022; 25:e38307. [PMID: 37079369 PMCID: PMC10160931 DOI: 10.2196/38307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 10/12/2022] [Accepted: 02/27/2023] [Indexed: 03/03/2023] Open
Abstract
BACKGROUND The number of people with noncommunicable diseases is increasing. Noncommunicable diseases are the major cause of disability and premature mortality worldwide, associated with negative workplace outcomes such as sickness absence and reduced work productivity. There is a need to identify scalable interventions and their active components to relieve disease and treatment burden and facilitate work participation. eHealth interventions have shown potential in clinical and general populations to increase well-being and physical activity and could be well suited for workplace settings. OBJECTIVE We aimed to provide an overview of the effectiveness of eHealth interventions at the workplace targeting employee health behaviors and map behavior change techniques (BCTs) used in these interventions. METHODS A systematic literature search was performed in PubMed, Embase, PsycINFO, Cochrane CENTRAL, and CINAHL in September 2020 and updated in September 2021. Extracted data included participant characteristics, setting, eHealth intervention type, mode of delivery, reported outcomes, effect sizes, and attrition rates. Quality and risk of bias of the included studies were assessed using the Cochrane Collaboration risk-of-bias 2 tool. BCTs were mapped in accordance with the BCT Taxonomy v1. The review was reported according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) checklist. RESULTS In total, 17 randomized controlled trials met the inclusion criteria. The measured outcomes, treatment and follow-up periods, content of eHealth interventions, and workplace contexts had high heterogeneity. Of the 17 studies, 4 (24%) reported unequivocally significant findings for all primary outcomes, with effect sizes ranging from small to large. Furthermore, 53% (9/17) of the studies reported mixed results, and 24% (4/17) reported nonsignificant results. The most frequently targeted behavior was physical activity (15/17, 88% of the studies); the least frequently targeted behavior was smoking (2/17, 12% of the studies). Attrition varied greatly across the studies (0%-37%). Risk of bias was high in 65% (11/17) of the studies, with some concerns in the remaining 35% (6/17). Interventions used various BCTs, and the most frequently used were feedback and monitoring (14/17, 82%), goals and planning (10/17, 59%), antecedents (10/17, 59%), and social support (7/17, 41%). CONCLUSIONS This review suggests that, although eHealth interventions may have potential, there are still unanswered questions regarding their effectiveness and what drives the mechanism behind these effects. Low methodological quality, high heterogeneity and complexity, the characteristics of the included samples, and often high attrition rates challenge the investigation of the effectiveness and the making of sound inferences about the effect sizes and significance of the results. To address this, new studies and methods are needed. A megastudy design in which different interventions are evaluated in the same population over the same period on the same outcomes may solve some of the challenges. TRIAL REGISTRATION PROSPERO CRD42020202777; https://www-crd-york-ac-uk/prospero/display_record.php?RecordID=202777.
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Affiliation(s)
- Aleksandra Sevic
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - Neda S Hashemi
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - Mikkel Magnus Thørrisen
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
- Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Kine Strømstad
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
| | - Lisebet Skeie Skarpaas
- Department of Rehabilitation Science and Health Technology, Faculty of Health Sciences, OsloMet - Oslo Metropolitan University, Oslo, Norway
| | - Marianne Storm
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
- Faculty of Health Sciences and Social Care, Molde University College, Molde, Norway
| | - Kolbjørn Kallesten Brønnick
- Department of Quality and Health Technology, Faculty of Health Sciences, University of Stavanger, Stavanger, Norway
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29
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Hoy N, Newton N, Kochan NA, Sunderland M, Baillie A, Chapman C, Winter V, Sachdev P, Teesson M, Mewton L. Rethink My Drink: study protocol for a 12-month randomised controlled trial comparing a brief internet-delivered intervention to an online patient information booklet in reducing risky alcohol consumption among older adults in Australia. Addiction 2022; 117:815-825. [PMID: 34426994 DOI: 10.1111/add.15672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 08/11/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND AIMS Alcohol consumption is increasing among older adults. Rethink My Drink is a brief internet-delivered intervention to reduce alcohol consumption and related harms, adapted specifically for older adults. This protocol for a large-scale randomised controlled trial will evaluate whether Rethink My Drink is effective in reducing alcohol consumption and cognitive decline in a sample of older risky drinkers, compared with an active control. DESIGN 1:1 parallel group, randomised controlled trial. SETTING Online trial in Australia. PARTICIPANTS Hazardous or harmful drinkers (defined as those scoring ≥5 on the Alcohol Use Disorders Identification Test [AUDIT]) age 60 to 75 years old (n = 842). Participants will be recruited from August 2021 to August 2022 through online social media advertisements and community networks. INTERVENTION AND COMPARATOR Participants will be randomly allocated to receive access to Rethink My Drink (intervention) or Alcohol: The Facts (comparator), an online patient information booklet provided by New South Wales (NSW) Health. MEASUREMENTS Primary outcomes include (i) average weekly standard drinks and (ii) rate of cognitive decline. Secondary outcomes include (i) typical quantity of drinks per drinking day; (ii) heavy episodic drinking; (iii) age-specific risky drinking; (iv) alcohol-related harms; (v) subjective cognitive complaints; and (vi) quality of life. All primary and secondary outcomes will be assessed at baseline, post-intervention (4 weeks) and 12 months. Effectiveness will be evaluated using multilevel linear regression, adjusting for baseline demographic differences. Bonferroni adjustments will be used to control for multiple comparisons. Multiple imputation, regression weighting and sensitivity analyses will assess the effect of attrition. COMMENTS This will be the first large-scale trial, internationally, to examine whether a brief internet-delivered intervention is effective in reducing alcohol consumption and cognitive decline among older adults. If successful, the intervention will provide an accessible and highly scalable treatment to reduce risky alcohol consumption in older adulthood.
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Affiliation(s)
- Nicholas Hoy
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
| | - Nicola Newton
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Nicole A Kochan
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
| | - Matthew Sunderland
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Andrew Baillie
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Cath Chapman
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Virginia Winter
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Perminder Sachdev
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
| | - Maree Teesson
- The Matilda Centre for Research in Mental Health and Substance Use, The University of Sydney, Sydney, Australia
| | - Louise Mewton
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, Australia
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Bonar EE, Goldstick JE, Chapman L, Bauermeister JA, Young SD, McAfee J, Walton MA. A social media intervention for cannabis use among emerging adults: Randomized controlled trial. Drug Alcohol Depend 2022; 232:109345. [PMID: 35144238 PMCID: PMC9549699 DOI: 10.1016/j.drugalcdep.2022.109345] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/27/2022] [Accepted: 01/29/2022] [Indexed: 11/25/2022]
Abstract
PURPOSE Cannabis use is increasing among emerging adults (ages 18-25), necessitating the need for prevention interventions. Using a novel platform - social media - we developed an 8-week motivational interviewing and cognitive-behavioral intervention targeting cannabis use among emerging adults. Herein, we report on the feasibility and acceptability of the intervention in a pilot trial. PROCEDURES For NCT04187989 we recruited N = 149 emerging adults who used cannabis (at least 3 times/week for the past month) using social media advertising. Their mean age was 21.0 years (SD = 2.2); 55.7% were female. Most were White (70.5%; 20.1% Black/African American, 9.4% Other races), with 20.1% identifying as Hispanic/Latinx. Participants were randomized to the 8-week intervention or an 8-week attention-placebo control condition, both delivered in secret Facebook groups by electronic health coaches (e-coaches). Follow-up assessments occurred at 3- and 6-months. RESULTS The intervention was well-received and follow-up rates were high; fidelity was good. Intervention participants rated e-coaches significantly higher in terms of helpfulness, warmth, etc., compared to control participants. Intervention participants were more likely to engage with and recommend the group. In terms of percentage reductions in cannabis outcomes, the intervention group evidenced absolute reductions over time in several measures of cannabis consumption across modalities. In an adjusted model, reductions in vaping days in the intervention group, relative to attention-control, reached statistical significance (p = .020, D =.40). CONCLUSIONS This social media intervention for emerging adults' cannabis use was feasible and acceptable in the target population warranting future testing in a fully powered trial.
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Affiliation(s)
- Erin E. Bonar
- Addiction Center, Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA,Injury Prevention Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 10, Ann Arbor, MI 48109, USA,Center for Sexuality and Health Disparities, University of Michigan, 400 North Ingalls Street, Ann Arbor, MI 48109, USA
| | - Jason E. Goldstick
- Injury Prevention Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 10, Ann Arbor, MI 48109, USA,Department of Emergency Medicine, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 10, Ann Arbor, MI 48109, USA,Department of Health Behavior and Health Education, School of Public Health, University of Michigan, 1415 Washington Heights, Ann Arbor, MI 48109, USA
| | - Lyndsay Chapman
- Addiction Center, Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA
| | - José A. Bauermeister
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, PA 19104
| | - Sean D. Young
- Department of Informatics, Donald Bren School of Information and Computer Sciences, University of California Irvine, Irvine, CA 92697,Department of Emergency Medicine, School of Medicine, University of California Irvine, Irvine, CA 92697
| | - Jenna McAfee
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI 48109
| | - Maureen A. Walton
- Addiction Center, Department of Psychiatry, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 16, Ann Arbor, MI 48109, USA,Injury Prevention Center, University of Michigan, North Campus Research Complex, 2800 Plymouth Rd. Building 10, Ann Arbor, MI 48109, USA
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31
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Schluter MG, Hodgins DC. Measuring recent cannabis use across modes of delivery: Development and validation of the Cannabis Engagement Assessment. Addict Behav Rep 2022; 15:100413. [PMID: 35434244 PMCID: PMC9006737 DOI: 10.1016/j.abrep.2022.100413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 01/20/2022] [Accepted: 02/06/2022] [Indexed: 11/25/2022] Open
Abstract
The CEA is consistent with expert-recommended guidelines for quantifying cannabis use. The CEA is representative of current patterns of recreational cannabis engagement. Estimates of cannabis use show strong associations with the timeline followback method. The CEA shows good test–retest reliability over a one-week period.
Introduction Methods of cannabis engagement have proliferated in recent years, which many self-report measures do not adequately capture. There is a clear need for self-report measures that capture current patterns of cannabis use across a range of methods, and that can be used to track changes over time. The current study developed the Cannabis Engagement Assessment (CEA), a self-report measure of past month cannabis use across dry flower, concentrate, and edible products. Methods A sample of 349 participants from the undergraduate student population and broader community were recruited. To examine convergent validity of the CEA, participants completed measures of cannabis engagement, cannabis misuse, and use-related problems. To assess divergent validity, participants also completed measures of depression and alcohol use problems. Criterion and test–retest reliability were examined in a subset of 65 participants who re-completed the CEA and a timeline follow-back interview (TLFB). Results Indicators of cannabis use frequency and quantity showed good convergence with measures of cannabis use patterns, problematic engagement, and cannabis use-related problems. Divergent validity of the CEA was supported by lower associations with alcohol use problems and depression symptoms. The CEA also showed good test–retest reliability and convergence with estimates of frequency and quantity of cannabis use from the TLFB. Conclusions The CEA is a viable self-report measure of cannabis use that is representative of current patterns of recreational cannabis engagement. Its focus on cannabis use in the preceding 30 days also lends itself to measuring changes in use over time.
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Affiliation(s)
- Magdalen G. Schluter
- Corresponding Author at: Department of Psychology, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4, Canada.
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32
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Cousijn J, Toenders YJ, Velzen LS, Kaag AM. The relation between cannabis use, dependence severity and white matter microstructure: A diffusion tensor imaging study. Addict Biol 2022; 27:e13081. [PMID: 34402136 PMCID: PMC9285423 DOI: 10.1111/adb.13081] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 06/30/2021] [Accepted: 07/14/2021] [Indexed: 01/12/2023]
Abstract
Despite the significant societal and personal burden of cannabis use, the impact of long‐term use and Cannabis Use Disorder (CUD) on white matter microstructure is still unclear. Previous studies show inconsistent findings, in part due to heterogeneity in methodology, variable severity of cannabis use, and potential confounding effects of other mental health issues and substance use. The goal of this diffusion tensor imaging (DTI) study was to compare whole‐brain white matter microstructure between 39 near daily cannabis users and 28 controls closely matched on age, sex, alcohol use, cigarette use and mental health. Within the group of cannabis users, associations between white matter microstructure and recent cannabis use, dependence severity, and age of onset and duration of weekly use were investigated. White matter microstructure did not differ between cannabis users and controls and did not covary with recent cannabis use, dependence severity, or duration of use. Earlier onset of weekly cannabis use was related to lower fractional anisotropy (FA) in various sections of the right inferior longitudinal fasciculus and uncinate fasciculus. These findings suggest that long‐term near‐daily cannabis use does not necessarily affect white matter microstructure, but vulnerability may be higher during adolescence. These findings underscore the importance of sample composition and warrant further studies that investigate the moderating role of age of onset in the impact of cannabis on the brain.
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Affiliation(s)
- Janna Cousijn
- Neuroscience of Addiction (NofA) Lab, Department of Psychology, Education & Child Studies Erasmus University Rotterdam Rotterdam The Netherlands
- Department of Psychology University of Amsterdam Amsterdam The Netherlands
| | - Yara J. Toenders
- Orygen, The National Centre of Excellence in Youth Mental Health Parkville Victoria Australia
- Centre for Youth Mental Health The University of Melbourne Parkville Victoria Australia
| | - Laura S. Velzen
- Orygen, The National Centre of Excellence in Youth Mental Health Parkville Victoria Australia
- Centre for Youth Mental Health The University of Melbourne Parkville Victoria Australia
| | - Anne Marije Kaag
- Department of Clinical, Neuro‐ and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Institute for Brain and Behavior Amsterdam Vrije Universiteit Amsterdam The Netherlands
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33
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Brezing CA, Levin FR. Applications of technology in the assessment and treatment of cannabis use disorder. Front Psychiatry 2022; 13:1035345. [PMID: 36339845 PMCID: PMC9626500 DOI: 10.3389/fpsyt.2022.1035345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 09/30/2022] [Indexed: 11/30/2022] Open
Abstract
Cannabis use and Cannabis Use Disorder (CUD) have been increasing. There are no FDA approved medications and evidence-based psychotherapy is limited by insufficient providers, serving very few patients effectively. The lack of resources for prevention and treatment of CUD has resulted in a significant gap between the need for services and access to treatment. The creation of a scalable system to prevent, screen, refer and provide treatment for a chronic, relapsing diagnosis like CUD could be achieved through the application of technology. Many studies have utilized ecological momentary assessments (EMA) in treatment seeking and non-treatment seeking cannabis users. EMA allows for repeated, intensive, longitudinal data collection in vivo. EMA has been studied in cannabis use and its association with affect, craving, withdrawal, other substances, impulsivity, and interpersonal behaviors. EMA has the potential to serve as a valuable monitoring tool in prevention, screening, and treatment for CUD. Research has also focused on the development of internet and application-based treatments for CUD, including a currently available prescription digital therapeutic. Treatment options have expanded to more broadly incorporate telehealth as an option for CUD treatment with broad acceptance and change in regulation following the COVID-19 pandemic. While technology has limitations, including cost, privacy concerns, and issues with engagement, it will be a necessary medium to meet societal health needs as a consequence of an ever-changing cannabis regulatory landscape. Future work should focus on improving existing platforms while ethically incorporating other functions (e.g., sensors) to optimize a public and clinical health approach to CUD.
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Affiliation(s)
- Christina A Brezing
- Division on Substance Use Disorders, New York State Psychiatric Institute, New York, NY, United States.,Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, United States
| | - Frances R Levin
- Division on Substance Use Disorders, New York State Psychiatric Institute, New York, NY, United States.,Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, United States
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34
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Steeger CM, Hitchcock LN, Bryan AD, Hutchison KE, Hill KG, Bidwell LC. Associations between self-reported cannabis use frequency, potency, and cannabis/health metrics. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2021; 97:103278. [PMID: 34062287 PMCID: PMC8585676 DOI: 10.1016/j.drugpo.2021.103278] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 04/07/2021] [Accepted: 04/19/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND Research shows that cannabis use frequency is associated with cannabis dependence and health metrics. However, much less is known about how self-reported cannabis potency (THC and CBD) may be associated with the same metrics, and whether any associations exist after accounting for frequency of cannabis use. Moreover, even less is known about how these relations may differ across cannabis product forms. This exploratory study examined 1) associations between cannabis frequency, potency, and cannabis/health metrics, and 2) whether associations between potency and cannabis/health metrics remained after controlling for frequency of use. METHODS Using a sample of adult recreational cannabis users in Colorado (N = 300), we tested the relationship between self-reported cannabis use metrics of frequency and potency of flower, edible, and concentrate products with separate measures of problematic cannabis use (i.e., dependence, withdrawal, craving), depression, anxiety, and general perceived health. RESULTS Greater frequency of flower and concentrate (but not edible) use were associated with greater problematic cannabis use, and greater concentrate use frequency was also associated with more mental health problems. Partial correlations controlling for average frequency of use across all product forms and CBD potency per product showed that one significant association between THC potency and cannabis/health metrics remained (i.e., higher THC concentrate potency with better health), and one emerged (i.e., higher THC concentrate potency with lower cannabis withdrawal). CONCLUSIONS Frequency of use is reliably associated with problematic cannabis use for flower and concentrates, but it did not account for all observed associations in this study. Differences in patterns of associations between frequency and potency and cannabis/health metrics across cannabis forms suggest a need for better understanding user reports of THC and CBD potency, individual differences among users, and improved measurement.
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Affiliation(s)
- Christine M Steeger
- Institute of Behavioral Science, University of Colorado Boulder, 1440 15th St., Boulder, CO 80309, USA.
| | - Leah N Hitchcock
- Institute of Cognitive Science, University of Colorado Boulder, 344 UCB, Boulder, CO 80309, USA
| | - Angela D Bryan
- Institute of Cognitive Science, University of Colorado Boulder, 344 UCB, Boulder, CO 80309, USA; Department of Psychology & Neuroscience, University of Colorado Boulder, 345 UCB, Boulder, CO 80309, USA
| | - Kent E Hutchison
- Institute of Cognitive Science, University of Colorado Boulder, 344 UCB, Boulder, CO 80309, USA; Department of Psychology & Neuroscience, University of Colorado Boulder, 345 UCB, Boulder, CO 80309, USA
| | - Karl G Hill
- Institute of Behavioral Science, University of Colorado Boulder, 1440 15th St., Boulder, CO 80309, USA
| | - L Cinnamon Bidwell
- Institute of Cognitive Science, University of Colorado Boulder, 344 UCB, Boulder, CO 80309, USA; Department of Psychology & Neuroscience, University of Colorado Boulder, 345 UCB, Boulder, CO 80309, USA
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35
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Linden-Carmichael AN, Wardell JD. Combined use of alcohol and cannabis: Introduction to the special issue. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2021; 35:621-627. [PMID: 34591513 DOI: 10.1037/adb0000772] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVE Combined use of alcohol and cannabis has increased in recent years among certain age groups, and it is well established that individuals who use both alcohol and cannabis (especially if they use both at the same time) are at increased risk for substance-related harms relative to individuals who use only one substance. Far less attention has been placed on the patterns, predictors, and psychological processes associated with alcohol and cannabis co-use, which may inform prevention and intervention programming. Accordingly, this special issue was assembled to advance our understanding of the characteristics and consequences of combined use of alcohol and cannabis. METHOD In this introductory article, the Guest Editors present the background for this work and provide an overview of the 14 articles that comprise this special issue. RESULTS Studies contained in this special issue capitalize on a variety of methodologies, with a particular focus on investigating typologies of alcohol and cannabis co-use, clarifying motivational and social contexts of co-use, and tracking co-use in daily life via daily diary and ecological momentary assessment designs. Experimental and neuroimaging examinations of co-use are also included. Collectively, the studies generally provide evidence that combined use of alcohol and cannabis is associated with unique characteristics, predictors, consequences, and psychological processes relative to single-substance use. CONCLUSIONS The studies in this special issue provide new insight into combined use of alcohol and cannabis. They also highlight a number of promising avenues for future inquiry as the literature on alcohol and cannabis co-use continues to grow. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Molina SJ, Lietti ÁE, Carreira Caro CS, Buján GE, Guelman LR. Effects of early noise exposure on hippocampal-dependent behaviors during adolescence in male rats: influence of different housing conditions. Anim Cogn 2021; 25:103-120. [PMID: 34322771 DOI: 10.1007/s10071-021-01540-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 07/13/2021] [Accepted: 07/21/2021] [Indexed: 10/20/2022]
Abstract
Central nervous system (CNS) development is a very complex process that can be altered by environmental stimuli such as noise, which can generate long-term auditory and/or extra-auditory impairments. We have previously reported that early noise exposure can induce hippocampus-related behavioral alterations in postnatal day (PND) 28 adolescent rats. Furthermore, we recently found biochemical modifications in the hippocampus (HC) of these animals that seemed to endure even in more mature animals (i.e. PND35) and that have not been studied along with behavioral correlates. Thus, the aim of this work was to reveal novel data about the effects of early noise exposure on hippocampal-dependent behaviors in more mature animals. Additionally, extended enriched environment (EE) housing was evaluated to determine its capacity to induce behavioral modifications, either by its neuroprotective ability or the greater stimulation that it generates. Male Wistar rats were exposed to different noise schemes at PND7 or PND15. Upon weaning, some animals were transferred to EE whereas others were kept in standard cages. At PND35, different hippocampal-dependent behavioral assessments were performed. Results showed noise-induced behavioral changes that differed according to the scheme and age of exposure used. In addition, housing in an EE was effective either in preventing some of these changes or in inducing the appearance of new behavioral modifications. These findings suggest that CNS development would be sensitive to the effects of different type of environmental stimuli such as noise or enriched housing, leading to maladaptive behavioral changes that last even until adolescence.
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Affiliation(s)
- Sonia Jazmín Molina
- Universidad de Buenos Aires, Consejo Nacional de Investigaciones Científicas y Técnicas, Centro de Estudios Farmacológicos y Botánicos (CEFyBO, UBA-CONICET), Facultad de Medicina, Paraguay 2155, Piso 15, 1121, Buenos Aires, Argentina.
| | - Ángel Emanuel Lietti
- Universidad de Buenos Aires, Consejo Nacional de Investigaciones Científicas y Técnicas, Centro de Estudios Farmacológicos y Botánicos (CEFyBO, UBA-CONICET), Facultad de Medicina, Paraguay 2155, Piso 15, 1121, Buenos Aires, Argentina
| | - Candela Sofía Carreira Caro
- Universidad de Buenos Aires, Consejo Nacional de Investigaciones Científicas y Técnicas, Centro de Estudios Farmacológicos y Botánicos (CEFyBO, UBA-CONICET), Facultad de Medicina, Paraguay 2155, Piso 15, 1121, Buenos Aires, Argentina
| | - Gustavo Ezequiel Buján
- Universidad de Buenos Aires, Facultad de Medicina, 1ª Cátedra de Farmacología, Buenos Aires, Argentina
| | - Laura Ruth Guelman
- Universidad de Buenos Aires, Consejo Nacional de Investigaciones Científicas y Técnicas, Centro de Estudios Farmacológicos y Botánicos (CEFyBO, UBA-CONICET), Facultad de Medicina, Paraguay 2155, Piso 15, 1121, Buenos Aires, Argentina.,Universidad de Buenos Aires, Facultad de Medicina, 1ª Cátedra de Farmacología, Buenos Aires, Argentina
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37
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Sellers CM, Díaz-Valdés A, Porter AC, Glenn CR, Miller AB, Battalen AW, O'Brien KHM. Nonsuicidal Self-injury, Suicide Planning, and Suicide Attempts Among High-risk Adolescents Prior to Psychiatric Hospitalization. Res Child Adolesc Psychopathol 2021; 49:1503-1511. [PMID: 34059987 DOI: 10.1007/s10802-021-00830-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2021] [Indexed: 10/21/2022]
Abstract
The purpose of this study was to understand the trajectories of nonsuicidal self-injury (NSSI) and suicide plans (SP) in the 90 days prior to inpatient hospitalization, understand the role of NSSI and SP in predicting suicide attempts (SA) on a given day, and to test the interaction between NSSI and SP in predicting same-day SA. Participants included 69 adolescents (77% female, 65% white, 77% Non-Hispanic/Latinx, Mage = 15.77 SDage = 1.00) from an inpatient psychiatric unit. Past 90 day NSSI, SP, and SA were measured using the Columbia Suicide Severity Rating Scale and Timeline Follow Back. First, mixed effect models were conducted to assess trajectories of NSSI and SP leading up to inpatient hospitalization. The odds of NSSI remained relatively stable prior to hospitalization (OR = 1.01, 95% CI [1.00,1.02]). The odds of SP increased in the 90 days prior to hospitalization (OR = 1.04, 95% CI [1.02,1.05]) with each day associated with a 4% increase in the odds of making a SP. Second, random effect models were conducted to predict the odds of same-day SA from NSSI and SP. When adolescents endorsed either NSSI (OR = 2.99, p < .001) or a SP (OR = 77.13, p < .001) there was elevated odds of same-day SA. However, the presence of both NSSI and SP on a given day did not increase risk of SA on that same day. For this high-risk clinical sample of suicidal adolescents who drink alcohol, odds of SP increased in the days leading up to psychiatric hospitalization, but NSSI remained stable. On days when adolescents reported NSSI or SP, they had an increased odds of same-day SA. These results underscore the importance of frequent monitoring of NSSI and SP among high-risk adolescents who drink alcohol to prevent suicide attempts.
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Affiliation(s)
- Christina M Sellers
- Department of Psychiatry, Boston Children's Hospital, Boston, MA, 02115, US. .,School of Social Work, College of Social Science, Policy, and Practice (CSSPP), Simmons University, Boston, MA, 02115, US.
| | - Antonia Díaz-Valdés
- Faculty of Humanities, Society and Health Research Center, Universidad Mayor, 7750000, Santiago, Chile
| | - Andrew C Porter
- Department of Psychology, University of Rochester, Rochester, NY, 14627, US
| | - Catherine R Glenn
- Department of Psychology, University of Rochester, Rochester, NY, 14627, US.,Department of Psychiatry, University of Rochester Medical Center, Rochester, NY, 14627, US.,Department of Psychology, Old Dominion University, Norfolk, VA, 23529, US
| | - Adam Bryant Miller
- Department of Psychology and Neurosciences, The University of North Carolina At Chapel Hill, Chapel Hill, NC, 27599, Raleigh, US
| | | | - Kimberly H McManama O'Brien
- Department of Psychiatry, Boston Children's Hospital, Boston, MA, 02115, US.,Department of Psychiatry, Harvard Medical School, Boston, MA, 02115, US
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Daedelow LS, Banaschewski T, Berning M, Bokde ALW, Brühl R, Burke Quinlan E, Curran HV, Desrivières S, Flor H, Grigis A, Garavan H, Hardon A, Kaminski J, Martinot JL, Paillère Martinot ML, Artiges E, Murray H, Nees F, Oei NYL, Papadopoulos Orfanos D, Paus T, Poustka L, Hohmann S, Millenet S, Rosenthal A, Fröhner JH, Smolka MN, Walter H, Whelan R, Wiers RW, Schumann G, Heinz A. Are psychotic-like experiences related to a discontinuation of cannabis consumption in young adults? Schizophr Res 2021; 228:271-279. [PMID: 33493775 DOI: 10.1016/j.schres.2021.01.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 01/01/2021] [Accepted: 01/03/2021] [Indexed: 10/22/2022]
Abstract
OBJECTIVE To assess changes in cannabis use in young adults as a function of psychotic-like experiences. METHOD Participants were initially recruited at age 14 in high schools for the longitudinal IMAGEN study. All measures presented here were assessed at follow-ups at age 19 and at age 22, respectively. Perceived stress was only assessed once at age 22. Ever users of cannabis (N = 552) gave qualitative and quantitative information on cannabis use and psychotic-like experiences using the Community Assessment of Psychic Experiences (CAPE). Of those, nearly all n = 549 reported to have experienced at least one psychotic experience of any form at age 19. RESULTS Mean cannabis use increased from age 19 to 22 and age of first use of cannabis was positively associated with a change in cannabis use between the two time points. Change in cannabis use was not significantly associated with psychotic-like experiences at age 19 or 22. In exploratory analysis, we observed a positive association between perceived stress and the experience of psychotic experiences at age 22. CONCLUSION Age of first use of cannabis influenced trajectories of young cannabis users with later onset leading to higher increase, whereas the frequency of psychotic-like experiences was not associated with a change in cannabis use. The observed association between perceived stress and psychotic-like experiences at age 22 emphasizes the importance of stress experiences in developing psychosis independent of cannabis use.
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Affiliation(s)
- Laura S Daedelow
- Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.
| | - Tobias Banaschewski
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, 68159 Mannheim, Germany
| | - Moritz Berning
- Amsterdam Institute for Social Science Research, University of Amsterdam, Amsterdam, the Netherlands
| | - Arun L W Bokde
- Discipline of Psychiatry, School of Medicine and Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
| | - Rüdiger Brühl
- Physikalisch-Technische Bundesanstalt (PTB), Braunschweig and Berlin, Germany
| | - Erin Burke Quinlan
- Centre for Population Neuroscience and Precision Medicine (PONS), Institute of Psychiatry, Psychology & Neuroscience, SGDP Centre, King's College London, United Kingdom
| | - H Valerie Curran
- Clinical Psychopharmacology Unit, University College London, London, United Kingdom
| | - Sylvane Desrivières
- Centre for Population Neuroscience and Precision Medicine (PONS), Institute of Psychiatry, Psychology & Neuroscience, SGDP Centre, King's College London, United Kingdom
| | - Herta Flor
- Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, Mannheim, Germany; Department of Psychology, School of Social Sciences, University of Mannheim, 68131 Mannheim, Germany
| | - Antoine Grigis
- NeuroSpin, CEA, Université Paris-Saclay, F-91191 Gif-sur-Yvette, France
| | - Hugh Garavan
- Departments of Psychiatry and Psychology, University of Vermont, 05405 Burlington, VT, USA
| | - Anita Hardon
- Amsterdam Institute for Social Science Research, University of Amsterdam, Amsterdam, the Netherlands
| | - Jakob Kaminski
- Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Jean-Luc Martinot
- Institut National de la Santé et de la Recherche Médicale, INSERM U A10 "Trajectoires développementales en psychiatrie"; Université Paris-Saclay, Ecole Normale supérieure Paris-Saclay, CNRS, Centre Borelli, Gif-sur-Yvette, France
| | - Marie-Laure Paillère Martinot
- Institut National de la Santé et de la Recherche Médicale, INSERM U A10 "Trajectoires développementales en psychiatrie"; Université Paris-Saclay, Ecole Normale supérieure Paris-Saclay, CNRS, Centre Borelli; and AP-HP.Sorbonne Université, Department of Child and Adolescent Psychiatry, Pitié-Salpêtrière Hospital, Paris, France
| | - Eric Artiges
- Institut National de la Santé et de la Recherche Médicale, INSERM U A10 "Trajectoires développementales en psychiatrie"; Université Paris-Saclay, Ecole Normale supérieure Paris-Saclay, CNRS, Centre Borelli; and Psychiatry Department 91G16, Orsay Hospital, France
| | - Hayley Murray
- Amsterdam Institute for Social Science Research, University of Amsterdam, Amsterdam, the Netherlands
| | - Frauke Nees
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, 68159 Mannheim, Germany; Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, Mannheim, Germany; Institute of Medical Psychology and Medical Sociology, University Medical Center Schleswig Holstein, Kiel University, Kiel, Germany
| | - Nicole Y L Oei
- Research Priority Area (RPA) Yield, University of Amsterdam, Amsterdam, the Netherlands; Developmental Psychology (Addiction Development and Psychopathology ADAPT-lab), University of Amsterdam, Amsterdam, the Netherlands; Amsterdam Brain and Cognition (ABC), University of Amsterdam, Amsterdam, the Netherlands
| | | | - Tomáš Paus
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Departments of Psychology and Psychiatry, University of Toronto, Toronto, Ontario M6A 2E1, Canada
| | - Luise Poustka
- Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Centre Göttingen, von-Siebold-Str. 5, 37075 Göttingen, Germany
| | - Sarah Hohmann
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, 68159 Mannheim, Germany
| | - Sabina Millenet
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Square J5, 68159 Mannheim, Germany
| | - Annika Rosenthal
- Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Juliane H Fröhner
- Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany
| | - Michael N Smolka
- Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany
| | - Henrik Walter
- Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Robert Whelan
- School of Psychology, Global Brain Health Institute, Trinity College Dublin, Ireland
| | - Reinout W Wiers
- Department of Developmental Psychology, Adapt Lab, Research Priority Area Yield, University of Amsterdam, Nieuwe Achtergracht 129-B, 1018 WS Amsterdam, the Netherlands
| | - Gunter Schumann
- Centre for Population Neuroscience and Precision Medicine (PONS), Institute of Psychiatry, Psychology & Neuroscience, SGDP Centre, King's College London, United Kingdom; PONS Research Group, Dept of Psychiatry and Psychotherapy, Campus Charite Mitte, Humboldt University, Berlin and Leibniz Institute for Neurobiology, Magdeburg, Germany, and Institute for Science and Technology of Brain-inspired Intelligence (ISTBI), Fudan University, Shanghai, PR China
| | - Andreas Heinz
- Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
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Winiger EA, Hitchcock LN, Bryan AD, Cinnamon Bidwell L. Cannabis use and sleep: Expectations, outcomes, and the role of age. Addict Behav 2021; 112:106642. [PMID: 32949837 PMCID: PMC7572650 DOI: 10.1016/j.addbeh.2020.106642] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 08/27/2020] [Accepted: 08/31/2020] [Indexed: 02/06/2023]
Abstract
STUDY OBJECTIVES Determine relationship between cannabis use with 1) expectations of cannabis being a sleep aid, 2) subjective sleep outcomes, and 3) the influence of age on these relationships. METHODS In 152 moderate cannabis users with a wide age range (67% female, mean age = 31.45, SD = 12.96, age range = 21-70; mean days of cannabis use in prior two weeks = 5.54, SD = 5.25) we examined the influence of cannabis use history and behaviors on expectations of cannabis being a sleep aid and sleep outcomes via the Pittsburgh Sleep Quality Index (PSQI). Moderation analysis examined the role of age in the relationship between cannabis use and sleep outcomes. RESULTS Endorsing current cannabis use and more days of cannabis use were associated with increased expectations that cannabis use improves sleep (all β > 0.03, p < 0.04). Frequency of recent use and reported average THC or CBD concentration were largely not associated with sleep outcomes. However, endorsing current cannabis use was associated with worse subjective sleep quality (β = 1.34, p = 0.02) and increased frequency of consuming edibles was associated with worse subjective sleep efficiency (β = 0.03, p = 0.04), lower sleep duration (β = 0.03, p = 0.01), and higher global PSQI scores (worse overall sleep) (β = 0.10, p = 0.01). Additionally, age had a moderating influence on the relationship between increased self-reported concentration of CBD and both better sleep duration and sleep quality (both p < 0.03). While the main effects of cannabis use on sleep outcomes did not survive multiple comparisons correction test (all p adj > 0.34), the adjusted p values for the main effects of cannabis behaviors/history on expectations of cannabis as a sleep aid (p adj = 0.07-0.09) and the main effects of CBD concentration on sleep duration (p adj = 0.08), as well as the interaction terms of CBD and age for that model (p adj = 0.07), were trending. CONCLUSION Cannabis users have increased expectations of cannabis being a sleep aid, but few associations existed between cannabis use and sleep outcomes. The two exceptions were endorsing any cannabis use and frequency of edible use. Additionally, age may be an important moderator of the potential positive influence CBD concentration can have on sleep.
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Affiliation(s)
- Evan A Winiger
- Institute for Behavioral Genetics, University of Colorado, Boulder. East Campus, 1480 30(th) Street, Boulder, CO 80309, United States; Department of Psychology and Neuroscience, University of Colorado, Boulder, Muenzinger Psychology Building, 1905 Colorado Ave, Boulder, CO 80309, United States.
| | - Leah N Hitchcock
- Institute of Cognitive Science, University of Colorado, Boulder.Center for Innovation and Creativity, 1777 E Exposition Drive, Boulder, CO 80301, United States
| | - Angela D Bryan
- Department of Psychology and Neuroscience, University of Colorado, Boulder, Muenzinger Psychology Building, 1905 Colorado Ave, Boulder, CO 80309, United States; Institute of Cognitive Science, University of Colorado, Boulder.Center for Innovation and Creativity, 1777 E Exposition Drive, Boulder, CO 80301, United States
| | - L Cinnamon Bidwell
- Department of Psychology and Neuroscience, University of Colorado, Boulder, Muenzinger Psychology Building, 1905 Colorado Ave, Boulder, CO 80309, United States; Institute of Cognitive Science, University of Colorado, Boulder.Center for Innovation and Creativity, 1777 E Exposition Drive, Boulder, CO 80301, United States
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Gibson LP, Hitchcock LN, Bryan AD, Bidwell LC. Experience of migraine, its severity, and perceived efficacy of treatments among cannabis users. Complement Ther Med 2020; 56:102619. [PMID: 33227352 DOI: 10.1016/j.ctim.2020.102619] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 07/22/2020] [Accepted: 11/09/2020] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES As the legal and cultural landscape surrounding cannabis use in the United States continues to evolve, more Americans are turning to cannabis to self-medicate a number of ailments, including migraines. The purpose of the present study was to examine patterns of cannabis use and its associated relief among migraineurs. DESIGN Participants were N = 589 adult cannabis users living in states with full legal access. Using a cross-sectional design, participants completed an online survey assessing their cannabis use profiles, migraine experience, and self-reported relief from cannabis and non-cannabis treatments. RESULTS 161 participants (27.3 %) reported experiencing migraines. 76.4 % of migraineurs (N = 123) endorsed using cannabis to treat their migraines. 69.9 % (N = 86) of migraineurs using cannabis for migraine relief also endorsed using non-cannabis products (e.g., over-the-counter pain medication, triptans) to treat their migraines. Although their subjective health was similar (p = .17), migraineurs who endorsed using cannabis to treat their migraines reported more severe migraines compared to those who did not (p = .02). Migraineurs reported significantly more migraine relief from cannabis compared to non-cannabis products, even after controlling for migraine severity (p = .03). The majority of migraineurs using cannabis to treat their migraines were not medical cardholders (65.0 %), suggesting that these individuals were self-medicating in lieu of physician guidance. CONCLUSIONS The present study provides insight into the prevalence of cannabis use for migraine relief in a sample of cannabis users, and suggests that these migraineurs experience a high level of migraine relief from cannabis. Future studies are needed to determine the cannabis forms, potencies, and dosages that are most effective at treating migraine pain.
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Affiliation(s)
- Laurel P Gibson
- Department of Psychology and Neuroscience, University of Colorado, Boulder, CO, USA.
| | - Leah N Hitchcock
- Department of Psychology and Neuroscience, University of Colorado, Boulder, CO, USA; Institute of Cognitive Science, University of Colorado, Boulder, CO, USA
| | - Angela D Bryan
- Department of Psychology and Neuroscience, University of Colorado, Boulder, CO, USA; Institute of Cognitive Science, University of Colorado, Boulder, CO, USA
| | - L Cinnamon Bidwell
- Department of Psychology and Neuroscience, University of Colorado, Boulder, CO, USA; Institute of Cognitive Science, University of Colorado, Boulder, CO, USA
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Hitchcock LN, Tracy BL, Bryan AD, Hutchison KE, Bidwell LC. Acute Effects of Cannabis Concentrate on Motor Control and Speed: Smartphone-Based Mobile Assessment. Front Psychiatry 2020; 11:623672. [PMID: 33551884 PMCID: PMC7862106 DOI: 10.3389/fpsyt.2020.623672] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 12/21/2020] [Indexed: 12/28/2022] Open
Abstract
Background: The use of cannabis concentrate is dramatically rising and sparking major safety concerns. Cannabis concentrate contains tetrahydrocannabinol (THC) potencies up to 90%, yet there has been little research on motor impairment after concentrate use (commonly referred to as "dabbing"). This study measured postural control and motor speed after the use of high potency concentrates in males and females. Methods: Experienced concentrate users (N = 65, Female: 46%, 17 ± 11 days/month of concentrate use) were assessed for motor performance in a mobile laboratory before, immediately after, and 1 h after ad-libitum cannabis concentrate use. Plasma levels of THC were obtained via venipuncture at each timepoint. We used a remotely deployable motor performance battery to assess arm and leg movement speed, index finger tapping rate, and balance. The sensors on a smart device (iPod Touch) attached to the participant provided quantitative measures of movement. Results: Arm speed slowed immediately after concentrate use and remained impaired after 1 h (p < 0.001), leg speed slowed 1 h after use (p = 0.033), and balance decreased immediately after concentrate use (eyes open: p = 0.017, eyes closed: p = 0.013) but not at 1 h post-use. These effects were not different between sexes and there was no effect of concentrate use on finger tapping speed. Acute changes in THC plasma levels after use of concentrates were minimally correlated with acute changes in balance performance. Conclusions: Use of cannabis concentrates in frequent users impairs movement speed and balance similarly in men and women. The motor impairment is largely uncorrelated with the change in THC plasma levels. These results warrant further refinement of cannabis impairment testing and encourage caution related to use of cannabis concentrates in work and driving settings.
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Affiliation(s)
- Leah N Hitchcock
- Institute of Cognitive Science, University of Colorado-Boulder, Boulder, CO, United States
| | - Brian L Tracy
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, United States
| | - Angela D Bryan
- Institute of Cognitive Science, University of Colorado-Boulder, Boulder, CO, United States.,Department of Psychology and Neuroscience, University of Colorado-Boulder, Boulder, CO, United States
| | - Kent E Hutchison
- Institute of Cognitive Science, University of Colorado-Boulder, Boulder, CO, United States.,Department of Psychology and Neuroscience, University of Colorado-Boulder, Boulder, CO, United States
| | - L Cinnamon Bidwell
- Institute of Cognitive Science, University of Colorado-Boulder, Boulder, CO, United States.,Department of Psychology and Neuroscience, University of Colorado-Boulder, Boulder, CO, United States
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Martin-Willett R, Helmuth T, Abraha M, Bryan AD, Hitchcock L, Lee K, Bidwell LC. Validation of a multisubstance online Timeline Followback assessment. Brain Behav 2020; 10:e01486. [PMID: 31793226 PMCID: PMC6955818 DOI: 10.1002/brb3.1486] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 09/26/2019] [Accepted: 11/01/2019] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVES The Timeline Followback (TLFB) was originally developed to assess alcohol consumption patterns (American Journal of Public Health, 86, 1996, 966) and has been increasingly modified for Web-based use. Additionally, new modes of substance use administration have emerged, creating a need for an adaptable TLFB tool than can capture data such as cannabis product potency or prescription drug use. Our goal was to validate an online TLFB that reliably assesses a wide range of substances in greater detail. METHODS Using a within-subjects counterbalanced design, daily substance use data were collected from 50 college students over a 14-day retrospective period using both the traditional in-person TLFB and online TLFB (O-TLFB). RESULTS All substance use variables, including detailed measures of cannabis metrics, correlated significantly (r's ranged from .653 to .944, p < .001) between TLFB versions. Further, results demonstrated that both the online TLFB and in-person TLFB demonstrated concurrent validity with both the Alcohol Use Disorders Identification Test (AUDIT) and Marijuana Dependence Scale (MDS). CONCLUSION Overall, the data suggest that this new O-TLFB demonstrates strong reliability and delivers a versatile and secure tool for substance use assessment that is relevant to a variety of biomedical and psychological research contexts.
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Affiliation(s)
| | | | - Median Abraha
- The University of Colorado Boulder, Boulder, Colorado
| | | | | | - Kaitlyn Lee
- The University of Colorado Boulder, Boulder, Colorado
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