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Borodovsky JT, Hasin DS, Shmulewitz D, Walsh C, Livne O, Aharonovich E, Struble CA, Habib MI, Budney AJ. Typical Hits, Grams, or Joints: Evaluating Cannabis Survey Measurement Strategies for Quantifying Consumption. Cannabis Cannabinoid Res 2024; 9:646-658. [PMID: 36577020 PMCID: PMC10998027 DOI: 10.1089/can.2022.0237] [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] [Indexed: 12/29/2022] Open
Abstract
Aim: Standardized survey measures that capture diverse cannabis consumption patterns are needed to inform public health and policy. Our team is developing a flexible, personalized, low-burden survey item inventory to measure cannabis use patterns and estimate milligrams of THC (mgTHC) consumption in large samples. This study aimed to identify measurement gaps and analysis implications associated with an initial pool of candidate items that assessed use of cannabis flower and concentrate products (smoked and/or vaporized). Methods: Adult cannabis consumers (n=4247) completed an online survey assessing cannabis use frequency, quantity, product types, product potencies (%THC), and methods of administration. Participants chose to report their consumption quantities using one of three units: "hits per day," "grams per week," or "joints per week." Respondents also indicated whether their past 7-day consumption pattern represented their typical pattern. Results: Eighty-one percent had used cannabis daily in the past week. Thirty-two percent, 53%, and 15% chose to report flower and concentrate consumption quantity in hits, grams, and joints, respectively. Approximately 80-90% of responses for the number of hits, grams, and joints consumed were less than the maximum response option-suggesting that response options captured the full range of potential cannabis consumption behaviors. Those who chose grams or joints units were generally more likely to endorse higher risk cannabis use (e.g., morning use, high %THC products) in the past week than those who chose the hits unit (adjusted Odds Ratio range: 1.2-3.9). Among those who reported that the past week represented their typical behavior (83%), past 30-day and past 7-day frequencies were highly correlated (Spearman's Rho=0.77)-supporting the feasibility of using lower burden "typical week" items to extrapolate patterns beyond a 1-week time frame. Conclusion: Results from this online convenience sample of frequent cannabis consumers suggest that the current items yield coherent and expected response patterns. Although additional testing is required, a standardized, flexible survey instrument for large-scale assessment of cannabis patterns and calculation of mgTHC seems within reach.
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Affiliation(s)
- Jacob T. Borodovsky
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, New Hampshire, USA
- Department of Biomedical Data Science, Dartmouth Geisel School of Medicine, Hanover, New Hampshire, USA
| | - Deborah S. Hasin
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Dvora Shmulewitz
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Claire Walsh
- New York State Psychiatric Institute, New York, New York, USA
| | - Ofir Livne
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Efrat Aharonovich
- Department of Psychiatry, Columbia University Irving Medical Center, New York, New York, USA
- New York State Psychiatric Institute, New York, New York, USA
| | - Cara A. Struble
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, New Hampshire, USA
| | - Mohammad I. Habib
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, New Hampshire, USA
| | - Alan J. Budney
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, New Hampshire, USA
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Mauro PM, Gutkind S, Askari MS, Hasin DS, Samples H, Mauro CM, Annunziato EM, Boustead AE, Martins SS. Associations between cannabis policies and state-level specialty cannabis use disorder treatment in the United States, 2004-2019. Drug Alcohol Depend 2024; 257:111113. [PMID: 38382162 DOI: 10.1016/j.drugalcdep.2024.111113] [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: 08/08/2023] [Revised: 01/23/2024] [Accepted: 01/26/2024] [Indexed: 02/23/2024]
Abstract
BACKGROUND Cannabis use disorder (CUD) treatment prevalence decreased in the US between 2002 and 2019, yet structural mechanisms for this decrease are poorly understood. We tested associations between cannabis laws becoming effective and self-reported CUD treatment. METHODS Restricted-use 2004-2019 National Surveys on Drug Use and Health included people ages 12+ classified as needing CUD treatment (i.e., past-year DSM-5-proxy CUD or last/current specialty treatment for cannabis). Time-varying indicators of medical cannabis laws (MCL) with/without cannabis dispensary provisions differentiated state-years before/after laws using effective dates. Multi-level logistic regressions with random state intercepts estimated individual- and state-adjusted CUD treatment odds by MCLs and model-based changes in specialty CUD treatment state-level prevalence. Secondary analyses tested associations between CUD treatment and MCL or recreational cannabis laws (RCL). RESULTS Using a broad treatment need sample definition in 2004-2014, specialty CUD treatment prevalence decreased by 1.35 (95 % CI = -2.51, -0.18) points after MCL without dispensaries and by 2.15 points (95 % CI = -3.29, -1.00) after MCL with dispensaries provisions became effective, compared to before MCL. Among people with CUD in 2004-2014, specialty treatment decreased only in MCL states with dispensary provisions (aPD = -0.91, 95 % CI = -1.68, -0.13). MCL were not associated with CUD treatment use in 2015-2019. RCL were associated with lower CUD treatment among people classified as needing CUD treatment, but not among people with past-year CUD. CONCLUSIONS Policy-related reductions in specialty CUD treatment were concentrated in states with cannabis dispensary provisions in 2004-2014, but not 2015-2019, and partly driven by reductions among people without past-year CUD. Other mechanisms (e.g., CUD symptom identification, criminal-legal referrals) could contribute to decreasing treatment trends.
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Affiliation(s)
- Pia M Mauro
- Department of Epidemiology, Columbia University Mailman School of Public Health, United States.
| | - Sarah Gutkind
- Department of Epidemiology, Columbia University Mailman School of Public Health, United States
| | - Melanie S Askari
- Department of Epidemiology, Columbia University Mailman School of Public Health, United States
| | - Deborah S Hasin
- Department of Epidemiology, Columbia University Mailman School of Public Health, United States; New York State Psychiatric Institute, United States
| | - Hillary Samples
- Center for Pharmacoepidemiology and Treatment Science, Rutgers Institute for Health, Health Care Policy and Aging Research, United States; Department of Health Behavior, Society & Policy, Rutgers University School of Public Health, United States
| | - Christine M Mauro
- Department of Biostatistics, Columbia University Mailman School of Public Health, United States
| | - Erin M Annunziato
- Department of Epidemiology, Columbia University Mailman School of Public Health, United States
| | - Anne E Boustead
- School of Government & Public Policy, University of Arizona, United States
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, United States
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Najera MS, Cavalli JM, Cservenka A. Distress tolerance and problematic cannabis use: does the form of cannabis matter? J Addict Dis 2023:1-11. [PMID: 37565482 DOI: 10.1080/10550887.2023.2244378] [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: 08/12/2023]
Abstract
BACKGROUND Low distress tolerance may result in greater vulnerability to problematic cannabis use. However, the role of the primary form of cannabis used has not been examined as a moderator of this association. While marijuana flower remains the preferred form of cannabis, the popularity of other forms of cannabis, including concentrates and edibles, is on the rise. OBJECTIVES We examined the association between distress tolerance and problematic cannabis use and whether the primary form of cannabis used moderates this relationship. METHODS Participants were 695 (67.6% male) past-month cannabis users who completed an online survey. Multiple linear regressions assessed whether distress tolerance, the primary form of cannabis used, and their interaction were related to problematic cannabis use while controlling for demographic variables and past 30-day alcohol and cannabis use frequency. RESULTS Lower tolerance for distress was associated with more problematic cannabis use. Endorsing concentrates as the primary form of cannabis used vs. marijuana flower was related to more problematic cannabis use while reporting edibles as the primary form of cannabis used vs. marijuana flower or concentrates was related to less problematic cannabis use. Individuals preferring marijuana flower or concentrates reported more problematic cannabis use at lower levels of distress tolerance. CONCLUSIONS Cannabis users exhibiting low distress tolerance or a preference for concentrates may be at greatest risk for experiencing negative consequences related to their cannabis use. Additionally, building tolerance for stressful situations, among both concentrates and marijuana flower users, may aid in minimizing problematic cannabis use.
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Affiliation(s)
- Melissa S Najera
- School of Psychological Science, Oregon State University, Corvallis, OR, USA
| | - Jessica M Cavalli
- School of Psychological Science, Oregon State University, Corvallis, OR, USA
| | - Anita Cservenka
- School of Psychological Science, Oregon State University, Corvallis, OR, USA
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4
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Hall W, Leung J, Carlini BH. How should policymakers regulate the tetrahydrocannabinol content of cannabis products in a legal market? Addiction 2023; 118:998-1003. [PMID: 36662648 DOI: 10.1111/add.16135] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 12/22/2022] [Indexed: 01/21/2023]
Abstract
An increased use of high-potency cannabis products since cannabis legalization in the United States, Canada and elsewhere may increase cannabis-related harm. Policymakers have good reasons for regulating more potent cannabis in ways that minimize harm, using approaches similar to those used to regulate alcohol; namely, banning the sale of high-potency cannabis, setting a cap on tetrahydrocannabinol (THC) content and imposing higher rates of taxes on more potent cannabis products. Given the difficulty that US policymakers have had in regulating cannabis extracts and edibles, governments that are planning to legalize cannabis need to put policies on extracts into enabling legislation and evaluate the impact of these policies on cannabis use and cannabis-related harms.
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Affiliation(s)
- Wayne Hall
- The National Centre for Youth Substance Use Research, Faculty of Health and Behavioural Sciences, University of Queensland, St Lucia, QLD, Australia
| | - Janni Leung
- The National Centre for Youth Substance Use Research, Faculty of Health and Behavioural Sciences, University of Queensland, St Lucia, QLD, Australia
| | - Beatriz H Carlini
- Addictions, Drug and Alcohol Institute-ADAI, Psychiatry and Behavioral Sciences, Department, University of Washington, Seattle, WA, USA
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5
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Trends in the use of cannabis products in Canada and the USA, 2018 – 2020: Findings from the International Cannabis Policy Study. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 105:103716. [DOI: 10.1016/j.drugpo.2022.103716] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 04/27/2022] [Accepted: 05/01/2022] [Indexed: 11/22/2022]
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6
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Augustin SM, Lovinger DM. Synaptic changes induced by cannabinoid drugs and cannabis use disorder. Neurobiol Dis 2022; 167:105670. [DOI: 10.1016/j.nbd.2022.105670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 02/10/2022] [Accepted: 02/21/2022] [Indexed: 10/19/2022] Open
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7
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Meier MH, Beardslee J, Pardini D. Associations between Recent and Cumulative Cannabis Use and Internalizing Problems in Boys from Adolescence to Young Adulthood. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2021; 48:771-782. [PMID: 32219606 DOI: 10.1007/s10802-020-00641-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
This study tested whether increases in recent and cumulative cannabis use were each associated with increases in internalizing problems from adolescence to young adulthood. Participants were boys from a community sample that was assessed annually from ~age 15-26 (N = 506). Boys reported on their cannabis use, depression symptoms, and anxiety/depression problems each year. Exposures were frequency of cannabis use in a given year (no use, < weekly use, weekly or more frequent use) and cumulative prior years of weekly cannabis use. Outcomes were depression symptoms and anxiety/depression problems in a given year. Analyses examined within-person associations between changes in exposures and outcomes over time, which eliminated "fixed" (unchanging) individual differences as potential confounds. Analyses also accounted for time-varying factors as potential confounds (other substance use, externalizing problems, subclinical psychotic symptoms). Results showed that increases in recent cannabis use and cumulative prior years of weekly cannabis use were each associated with increases in depression symptoms and anxiety/depression problems. After controlling for time-varying covariates, increases in cumulative prior years of weekly cannabis use, but not recent cannabis use, remained associated with increases in depression symptoms and anxiety/depression problems. Specifically, each additional year of prior weekly cannabis use was associated with a small increase in depression symptoms (b = 0.012, p = .005) and anxiety/depression problems (b = 0.009, p = .001). Associations did not vary systematically across time. There was also no evidence of reverse causation. As boys engaged in weekly cannabis use for more years, they showed increases in internalizing problems, suggesting the importance of preventing chronic weekly cannabis use.
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Affiliation(s)
- Madeline H Meier
- Department of Psychology, Arizona State University, PO Box 871104, Tempe, AZ, 85287-1104, USA.
| | - Jordan Beardslee
- Department of Criminology and Criminal Justice, Arizona State University, Phoenix, AZ, USA
| | - Dustin Pardini
- Department of Criminology and Criminal Justice, Arizona State University, Phoenix, AZ, USA
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8
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Tang X, Cancelada L, Rapp VH, Russell ML, Maddalena RL, Litter MI, Gundel LA, Destaillats H. Emissions from Heated Terpenoids Present in Vaporizable Cannabis Concentrates. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:6160-6170. [PMID: 33825441 DOI: 10.1021/acs.est.1c00351] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Vaporizable cannabis concentrates (VCCs) consumed as a liquid (vaping) or a waxy solid (dabbing) are becoming increasingly popular. However, their associated emissions and impacts have not been fully described. Mixtures containing different proportions of 12 VCC terpenoids and high MW compounds were heated at 100-500 °C inside a room-sized chamber to simulate emissions. Terpenoids, thermal degradation byproducts, and ultrafine particles (UFPs) were quantified in the chamber air. Air samples contained over 50% of emitted monoterpenes and less than 40% of released sesquiterpenes and terpene alcohols. Eleven degradation byproducts were quantified, including acrolein (1.3-3.9 μg m-3) and methacrolein (2.0 μg m-3). A large amount of UFPs were released upon heating and remained airborne for at least 3 h. The mode diameter increased from 80 nm at 100 °C to 140 nm at 500 °C, and particles smaller than 250 nm contributed to 90% of PM1.0. The presence of 0.5% of lignin, flavonoid, and triterpene additives in the heated mixtures resulted in a threefold increase in the particle formation rate and PM1.0 concentration, suggesting that these high-molecular-weight compounds enhanced aerosol inception and growth. Predicted UFP emission rates in typical consumption scenarios (6 × 1011-2 × 1013 # min-1) were higher than, or comparable with, other common indoor sources such as smoking and cooking.
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Affiliation(s)
- Xiaochen Tang
- Indoor Environment Group, Lawrence Berkeley National Laboratory, 1 Cyclotron Road MS70-108B, Berkeley, California 94720, United States
| | - Lucia Cancelada
- Indoor Environment Group, Lawrence Berkeley National Laboratory, 1 Cyclotron Road MS70-108B, Berkeley, California 94720, United States
- División Química de la Remediación Ambiental, CNEA-CONICET, Avenida Gral. Paz, B1650 San Martín, Provincia de Buenos Aires, Argentina
| | - Vi H Rapp
- Indoor Environment Group, Lawrence Berkeley National Laboratory, 1 Cyclotron Road MS70-108B, Berkeley, California 94720, United States
| | - Marion L Russell
- Indoor Environment Group, Lawrence Berkeley National Laboratory, 1 Cyclotron Road MS70-108B, Berkeley, California 94720, United States
| | - Randy L Maddalena
- Indoor Environment Group, Lawrence Berkeley National Laboratory, 1 Cyclotron Road MS70-108B, Berkeley, California 94720, United States
| | - Marta I Litter
- Instituto de Investigación e Ingeniería Ambiental, UNSAM, CONICET, 3iA, Campus Miguelete, Av. 25 de Mayo y Francia, B1650 San Martín, Provincia de Buenos Aires, Argentina
| | - Lara A Gundel
- Indoor Environment Group, Lawrence Berkeley National Laboratory, 1 Cyclotron Road MS70-108B, Berkeley, California 94720, United States
| | - Hugo Destaillats
- Indoor Environment Group, Lawrence Berkeley National Laboratory, 1 Cyclotron Road MS70-108B, Berkeley, California 94720, United States
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9
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Carlini BH, Garrett SB, Firth C, Harwick R. Cannabis Retail Staff ("Budtenders") Attitudes Towards Cannabis Effects on Health and Experiences Interacting with Consumers - Washington State, USA. J Psychoactive Drugs 2021; 54:34-42. [PMID: 33781175 DOI: 10.1080/02791072.2021.1900628] [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: 10/21/2022]
Abstract
Cannabis legalization in Washington State has increased the availability, consumption, and potency of cannabis products for adults. Public health education promoting safe use for adult consumers has lagged behind these trends. This study assesses the potential of cannabis retail workers (budtenders) to engage in responsible use education with adult consumers at point of sale. Focus groups explored how budtenders perceive their professional role, including educating consumers about cannabis over intoxication, storage, and risks of use before driving and during pregnancy. Transcripts were analyzed to develop a coding scheme, which was then applied with an iterative review by the research team. Budtenders identified three main professional roles: creating a good experience for customers; being compliant with the state law and regulations, and educating customers on products. Budtenders did not believe their job involved discussing use during pregnancy or while driving or safe storage. They prioritized customers' autonomy over education on these topics, and they did not necessarily consider these behaviors to be harmful. Budtenders are committed to keeping minors outside stores and educating consumers on how to avoid over intoxication and exposure to cannabis contaminants. Future research could build on this to develop point-of-sale education to reduce cannabis use risks.
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Affiliation(s)
- Beatriz H Carlini
- Addiction, Drug & Alcohol Institute, University of Washington, Seattle, WA, USA
| | - Sharon B Garrett
- Addiction, Drug & Alcohol Institute, University of Washington, Seattle, WA, USA
| | - Caislin Firth
- Addiction, Drug & Alcohol Institute, University of Washington, Seattle, WA, USA.,Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Robin Harwick
- Addiction, Drug & Alcohol Institute, University of Washington, Seattle, WA, USA
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10
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Dharmapuri S, Miller K, Klein JD. Marijuana and the Pediatric Population. Pediatrics 2020; 146:peds.2019-2629. [PMID: 32661188 DOI: 10.1542/peds.2019-2629] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/27/2020] [Indexed: 11/24/2022] Open
Abstract
Cannabinoids, the psychoactive compounds in marijuana, are one of the most commonly used substances in the United States. In this review, we summarize the impact of marijuana on child and adolescent health and discuss the implications of marijuana use for pediatric practice. We review the changing epidemiology of cannabis use and provide an update on medical use, routes of administration, synthetic marijuana and other novel products, the effect of cannabis on the developing brain, other health and social consequences of use, and issues related to marijuana legalization.
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Affiliation(s)
- Sadhana Dharmapuri
- Department of Pediatrics, University of Illinois at Chicago, Chicago, Illinois.,Department of Pediatrics, Cook County Health and Hospitals System, Chicago, Illinois; and
| | - Kathleen Miller
- Adolescent Medicine Fellowship Program, Division of General Pediatrics and Adolescent Health, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | - Jonathan D Klein
- Department of Pediatrics, University of Illinois at Chicago, Chicago, Illinois;
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11
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Firth C, Carlini B, Dilley J, Wakefield J, Hajat A. What About Equity? Neighborhood Deprivation and Cannabis Retailers in Portland, Oregon. ACTA ACUST UNITED AC 2020. [DOI: 10.26828/cannabis.2020.02.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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12
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Gunn RL, Aston ER, Sokolovsky AW, White HR, Jackson KM. Complex cannabis use patterns: Associations with cannabis consequences and cannabis use disorder symptomatology. Addict Behav 2020; 105:106329. [PMID: 32044680 DOI: 10.1016/j.addbeh.2020.106329] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 01/23/2020] [Accepted: 01/26/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND Historically, cannabis researchers have assumed a single mode and product of cannabis (e.g., smoking plant). However, patterns of use, products (e.g., concentrates, edibles), and modes (e.g. blunts, vaporizers) are diversifying. This study sought to: 1) classify cannabis users into groups based on their use of the full range of cannabis products, and 2) examine user group differences on demographics, cannabis consequences and cannabis use disorder (CUD) symptomatology. METHODS In a sample of college students (data collected in Fall 2017), who used cannabis in the past year (N = 1390), latent class analysis (LCA) was used to characterize cannabis users. We then added demographic characteristics, cannabis consequences, and CUD symptomatology scores separately to LCA models to examine class differences. RESULTS Five unique classes emerged: high-frequency all-product users, high-frequency plant/moderate-frequency edible and concentrate users, low-frequency plant users, moderate-frequency plant and edible users, and low-frequency edible users. Demographic characteristics, cannabis consequences, and CUD symptomatology differed across classes characterized by frequency as well as product. CONCLUSIONS Results reflect the increasing variety of cannabis products, modes, and use patterns among college students. In this sample, frequency of use remains a strong predictor of cannabis-related consequences, in addition to type of product. As variation in cannabis use patterns continue to evolve, it is essential for researchers to conduct comprehensive assessments.
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Affiliation(s)
- Rachel L Gunn
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI 02903, United States.
| | - Elizabeth R Aston
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI 02903, United States
| | - Alexander W Sokolovsky
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI 02903, United States
| | - Helene R White
- Center of Alcohol Studies, Rutgers, the State University of NJ, Piscataway, NJ 08854, United States
| | - Kristina M Jackson
- Center for Alcohol and Addiction Studies, Brown University School of Public Health, Providence, RI 02903, United States
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13
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Hammond D, Goodman S, Wadsworth E, Rynard V, Boudreau C, Hall W. Evaluating the impacts of cannabis legalization: The International Cannabis Policy Study. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2020; 77:102698. [PMID: 32113149 DOI: 10.1016/j.drugpo.2020.102698] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 02/03/2020] [Accepted: 02/07/2020] [Indexed: 01/30/2023]
Abstract
An increasing number of jurisdictions have legalized non-medical cannabis use, including Canada in October 2018 and several US states starting in 2012. The policy measures implemented within these regulated markets differ with respect to product standards, labelling and warnings, public education, retail policies, marketing, and price/taxation. The International Cannabis Policy Study (ICPS) seeks to evaluate the impacts of these policy measures as well as the broader population-level impact of cannabis legalization using a quasi-experimental research design. The objective of this paper is to describe the ICPS conceptual framework, methods, and baseline estimates of cannabis use. The ICPS is a prospective cohort survey conducted with national samples of 16-65-year-olds in Canada and the US. Data are collected via an online survey using the Nielsen Consumer Insights Global Panel. Primary survey domains include: prevalence and patterns of cannabis use; purchasing and price; consumption and product types; commercial retail environment; problematic use and risk behaviours; cannabis knowledge and risk perceptions; and policy-relevant outcomes including exposure to health warnings, public educational campaigns, and advertising and promotion. The first annual wave was conducted in Aug-Oct 2018 with 27,169 respondents in three geographic 'conditions': Canada (n = 10,057), US states that had legalized non-medical cannabis (n = 7,398) and US states in which non-medical cannabis was prohibited (n = 9,714). The ICPS indicates substantial differences in cannabis use in jurisdictions with different regulatory frameworks for cannabis. Future waves of the study will examine changes over time in cannabis use and its effects associated with legalization in Canada and additional US states.
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Affiliation(s)
- David Hammond
- School of Public Health & Health Systems, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada.
| | - Samantha Goodman
- School of Public Health & Health Systems, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada.
| | - Elle Wadsworth
- School of Public Health & Health Systems, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada.
| | - Vicki Rynard
- School of Public Health & Health Systems, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada.
| | - Christian Boudreau
- Department of Statistics and Actuarial Sciences, University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada.
| | - Wayne Hall
- Centre for Youth Substance Abuse, University of Queensland, 17 Upland Road, St Lucia, Queensland 4067, Australia.
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14
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Carlini BH, Harwick R, Garrett S. Anytime is the Right Time: A Content Analysis of Marijuana Ads in Freely Distributed Print Media in Western Washington State, USA. Subst Use Misuse 2020; 55:806-817. [PMID: 31876238 DOI: 10.1080/10826084.2019.1703749] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Background: Cannabis advertisement content in print media has not yet been studied, despite youth high exposure to them. This study analyzes cannabis ads content in two publications in Western Washington State, USA. Methods: Content analysis of 305 cannabis advertisements published in 2017 in two free print publications was performed with support of NVivo software. A deductive approach was utilized, leveraging alcohol advertisement studies' coding frames and adding cannabis-specific codes in an iterative process. Coding was performed using a two-step analytical procedure. Results: Ads depicted the use of cannabis as part of everyday life and coopted mainstream events such as holidays to promote sales. Ads of cannabis products emphasized lifestyles that conveyed enjoyment of time in nature; such as scenes of people sitting by waterfalls, contemplating natural landscapes, paddle boarding, and canoeing. A sizeable proportion of the cannabis ads shared with alcohol ads an emphasis on the personal and social rewards of using these products, rather than product features, such as quality and taste. Conclusions: In WA State, cannabis use ads content tend to focus on solitude and outdoor recreation rather than parties and team sports, a common theme in alcohol ads. While the themes differ from alcohol, marijuana marketing mimics strategies used by alcohol industries, such as promoting the identification of their products with lifestyles and values considered appealing to attract new consumers. Many ads presented content known to appeal to youth, with content designed to elicit responses based on emotions rather than cognition.
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Affiliation(s)
- Beatriz H Carlini
- Alcohol and Drug Abuse Institute (ADAI), University of Washington, Seattle, WA, USA
| | - Robin Harwick
- Alcohol and Drug Abuse Institute (ADAI), University of Washington, Seattle, WA, USA
| | - Sharon Garrett
- Alcohol and Drug Abuse Institute (ADAI), University of Washington, Seattle, WA, USA
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Adinoff B, Reiman A. Implementing social justice in the transition from illicit to legal cannabis. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2019; 45:673-688. [PMID: 31634005 DOI: 10.1080/00952990.2019.1674862] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Background: The legalization of cannabis for adult use is being increasingly embraced in several countries and local entities. A driving force for these changes has been the individual, family, community, societal, and economic costs of cannabis prohibition, which have fallen most heavily upon disadvantaged minority populations.Objectives: In this review, we explore whether the legalization of cannabis has begun to correct the injustices of cannabis prohibition. Progress is assessed in five areas of social justice related to cannabis prohibition: expungement of previous arrests and convictions for cannabis-related crimes that are no longer illegal; consequences of cannabis-related offenses in a cannabis-legal environment; diversity of the cannabis-legal industry; funding of equity and/or restorative justice programs for those communities most affected by cannabis prohibition; and risks of cannabis legalization negatively impacting the populations that most suffered under the legacy of cannabis prohibition.Methods: Iterative and focused review.Results: There has been some progress in expunging previous cannabis-related convictions, particularly misdemeanors, and decreasing cannabis-related arrests. Encouraging diversity in the cannabis industry and the funding of equity programs has been very limited. There is no evidence to-date that populations that have suffered most as a result of cannabis prohibition are at increased risk from its legalization.Conclusions: Focused regulatory efforts and financial resources (from both cannabis revenue and savings from the abolition of cannabis prohibition) as well as more attentive data collection and analysis should be utilized to assure that all individuals experience the benefits, and avoid the consequences, of cannabis legalization.
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Affiliation(s)
- Bryon Adinoff
- Department of Psychiatry, University of Colorado School of Medicine, Denver, Colorado, USA
| | - Amanda Reiman
- Humboldt State, Humboldt Interdisciplinary Institute for Marijuana Research, Arcata, California, USA
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16
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Smart R, Pacula RL. Early evidence of the impact of cannabis legalization on cannabis use, cannabis use disorder, and the use of other substances: Findings from state policy evaluations. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2019; 45:644-663. [PMID: 31603710 PMCID: PMC6934162 DOI: 10.1080/00952990.2019.1669626] [Citation(s) in RCA: 164] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 09/14/2019] [Accepted: 09/15/2019] [Indexed: 02/06/2023]
Abstract
Background: The past decade has seen unprecedented shifts in the cannabis policy environment, and the public health impacts of these changes will hinge on how they affect patterns of cannabis use and the use and harms associated with other substances.Objectives: To review existing research on how state cannabis policy impacts substance use, emphasizing studies using methods for causal inference and highlighting gaps in our understanding of policy impacts on evolving cannabis markets.Methods: Narrative review of quasi-experimental studies for how medical cannabis laws (MCLs) and recreational cannabis laws (RCLs) affect cannabis use and use disorders, as well as the use of or harms from alcohol, opioids, and tobacco.Results: Research suggests MCLs increase adult but not adolescent cannabis use, and provisions of the laws associated with less regulated supply may increase adult cannabis use disorders. These laws may reduce some opioid-related harms, while their impacts on alcohol and tobacco use remain uncertain. Research on RCLs is just emerging, but findings suggest little impact on the prevalence of adolescent cannabis use, potential increases in college student use, and unknown effects on other substance use.Conclusions: Research on how MCLs influence cannabis use has advanced our understanding of the importance of heterogeneity in policies, populations, and market dynamics, but studies of how MCLs relate to other substance use often ignore these factors. Understanding effects of cannabis laws requires greater attention to differences in short- versus long-term effects of the laws, nuances of policies and patterns of consumption, and careful consideration of appropriate control groups.
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Affiliation(s)
- Rosanna Smart
- Economics, Sociology, and Statistics Department, RAND Corporation, Santa Monica, CA, USA
| | - Rosalie Liccardo Pacula
- Economics, Sociology, and Statistics Department, RAND Corporation, Santa Monica, CA, USA
- Health Policy and Management, Sol Price School of Public Policy, University of Southern California, Los Angeles, CA, USA
- Schaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles, CA, USA
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Meier MH, Docherty M, Leischow SJ, Grimm KJ, Pardini D. Cannabis Concentrate Use in Adolescents. Pediatrics 2019; 144:peds.2019-0338. [PMID: 31451609 DOI: 10.1542/peds.2019-0338] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/06/2019] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Cannabis concentrates, which are cannabis plant extracts that contain high concentrations of Δ-9-tetrahydrocannbinol (THC), have become increasingly popular among adults in the United States. However, no studies have reported on the prevalence or correlates of cannabis concentrate use in adolescents, who, as a group, are thought to be particularly vulnerable to the harms of THC. METHODS Participants are a racially and ethnically diverse group of 47 142 8th-, 10th-, and 12th-grade students recruited from 245 schools across Arizona in 2018. Participants reported on their lifetime and past-month marijuana and cannabis concentrate use, other substance use, and risk and protective factors for substance use problems spanning multiple life domains (ie, individual, peer, family, school, and community). RESULTS Thirty-three percent of all 8th-, 10th-, and 12th-graders reported lifetime cannabis use, and 24% reported lifetime concentrate use. Seventy-two percent of all lifetime cannabis users had used concentrates. Relative to adolescent cannabis users who had not used concentrates, adolescent concentrate users were more likely to use other substances and to experience more risk factors, and fewer protective factors, for substance use problems across numerous life domains. CONCLUSIONS Most adolescent cannabis users have used concentrates. Based on their risk and protective factor profile, adolescent concentrate users are at higher risk for substance use problems than adolescent cannabis users who do not use concentrates. Findings raise concerns about high-risk adolescents' exposure to high-THC cannabis.
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Affiliation(s)
- Madeline H Meier
- Department of Psychology, Arizona State University, Tempe, Arizona
| | | | - Scott J Leischow
- College of Health Solutions, Arizona State University, Phoenix, Arizona
| | - Kevin J Grimm
- Department of Psychology, Arizona State University, Tempe, Arizona
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18
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Caulkins JP, Kilborn ML. Cannabis legalization, regulation, & control: a review of key challenges for local, state, and provincial officials. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2019; 45:689-697. [DOI: 10.1080/00952990.2019.1611840] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
| | - Michelle L. Kilborn
- Alberta Health Services, Population, Public and Indigenous Health Unit, Edmonton, Canada
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19
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Budney AJ, Sofis MJ, Borodovsky JT. An update on cannabis use disorder with comment on the impact of policy related to therapeutic and recreational cannabis use. Eur Arch Psychiatry Clin Neurosci 2019; 269:73-86. [PMID: 30604051 PMCID: PMC6397057 DOI: 10.1007/s00406-018-0976-1] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2018] [Accepted: 12/19/2018] [Indexed: 12/17/2022]
Abstract
Confusion and controversy related to the potential for cannabis use to cause harm, or alternatively to provide benefit, continues globally. This issue has grown in intensity and importance with the increased recognition of the public health implications related to the escalation of the legalization of cannabis and cannabinoid products. This selective overview and commentary attempt to succinctly convey what is known about one potential consequence of cannabis use, the development of cannabis use disorder (CUD). Such knowledge may help guide a reasonable and objective public health perspective on the potential impact of cannabis use and CUD. Current scientific data and clinical observation strongly support the contention that cannabis use, like the use of other substances such as alcohol, opioids, stimulants, and tobacco, can develop into a use disorder (addiction) with important clinical consequences. Epidemiological data indicate that the majority of those who use cannabis do not have problems related to their use, but a substantial subset (10-30%) do report experiencing symptoms and consequences consistent with a CUD. Treatment seeking for CUD comprises a substantial proportion of all substance use treatment admissions, yet treatment response rates show much room for improvement. Changing cannabis policies related to its therapeutic and recreational use are likely to impact the development of CUD and its course; however, definitive data on such effects are not yet available. Clearly, the development of more effective prevention and treatment strategies is needed for those vulnerable to developing a CUD and for those with a CUD.
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Affiliation(s)
- Alan J. Budney
- Center for Technology and Behavioral Health, Department of Psychiatry, Geisel School of Medicine at Dartmouth, 46 Centerra Parkway, Suite 315, Lebanon, NH, USA
| | - Michael J. Sofis
- Center for Technology and Behavioral Health, Department of Psychiatry, Geisel School of Medicine at Dartmouth, 46 Centerra Parkway, Suite 315, Lebanon, NH, USA
| | - Jacob T. Borodovsky
- Department of Psychiatry, Washington University School of Medicine, St. Louis, USA
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20
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Breitbarth AK, Morgan J, Jones AL. E-cigarettes-An unintended illicit drug delivery system. Drug Alcohol Depend 2018; 192:98-111. [PMID: 30245461 DOI: 10.1016/j.drugalcdep.2018.07.031] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 06/12/2018] [Accepted: 07/04/2018] [Indexed: 12/15/2022]
Abstract
Since the introduction of electronic cigarettes (e-cigarettes) in 2003, the technology has advanced allowing for greater user modifications, with users now able to control voltage, battery power, and constituents of the e-cigarette liquid. E-cigarettes have been the subject of a growing body of research with most research justifiably focused on the chemical makeup and risk analysis of chemicals, metals, and particulates found in e-cigarette liquids and vapor. Little research to date has focused on assessing the risks associated with the drug delivery unit itself and its potential for use as an illicit drug delivery system. In light of this, a range of illicit drugs was researched focusing on pharmacodynamics, usual method of administration, the dosage required for toxicity, toxic effects, and evidence of existing use in e-cigarettes in both literature and online illicit drug forums. A systematic literature search found evidence of current use of e-cigarettes to vape almost all illicit drug types analyzed. This presents both a potential population health risk and a management issue for clinicians. It also raises the issue of policing illicit drugs due to potential altered characteristic smells and storage within e-cigarette fluids. E-cigarettes are a viable illicit drug delivery system with evidence both inside and outside of the formal medical literature detailing their potential use for drug delivery of a wide range of illicit and legal drugs.
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Affiliation(s)
| | - Jody Morgan
- Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW, 2522, Australia; Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW, 2522, Australia.
| | - Alison L Jones
- Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, NSW, 2522, Australia; Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW, 2522, Australia
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21
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Kimmel HL, Lopez MF. Cannabis Use Disorder: Recent Findings and Future Directions. CURRENT ADDICTION REPORTS 2018. [DOI: 10.1007/s40429-018-0223-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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22
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Sagar KA, Lambros AM, Dahlgren MK, Smith RT, Gruber SA. Made from concentrate? A national web survey assessing dab use in the United States. Drug Alcohol Depend 2018; 190:133-142. [PMID: 30029166 PMCID: PMC9036911 DOI: 10.1016/j.drugalcdep.2018.05.022] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 05/20/2018] [Accepted: 05/21/2018] [Indexed: 12/25/2022]
Abstract
BACKGROUND Cannabis concentrates, including dabs, contain extremely high levels of Δ9-tetrahydrocannabinol (THC). Although these products appear to be gaining popularity among recreational cannabis consumers, little data exists regarding concentrate use in the US. We conducted a national web-based survey to examine patterns of concentrate use, specifically dabbing. METHODS 4077 respondents completed a survey designed to assess the use of conventional flower cannabis relative to dabs. Individuals provided information about frequency and magnitude of use, and also completed the Marijuana Motives Measure and Severity of Dependence Scale to examine whether dab users have different motives for use and/or demonstrate more severe consequences of use compared to those who only use conventional flower products. RESULTS 58% of respondents reported they had tried dabs at least once and 36.5% endorsed regular use (once a month or more). Those who use regularly use dabs were significantly more likely to report using for experimentation (feeling "curious") relative to reasons for using conventional flower products. Interestingly, motives reflecting positive effects (i.e., coping, sleep problems, relieving social anxiety) were endorsed more highly for flower use. In addition, regular dab users reported being more worried about their use of cannabis products relative to those who had tried dabs but did not use regularly. CONCLUSIONS Results indicate that cannabis consumers do not necessarily choose dabs over flower products for positive effects, but rather appear to choose these highly potent products for experimentation. As concentrate use may lead to increased cannabis-related problems, studies directly assessing concentrate users are needed.
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Affiliation(s)
- Kelly A Sagar
- Cognitive and Clinical Neuroimaging Core (CCNC), McLean Imaging Center, 115 Mill St, Belmont, MA, 02478, USA; Marijuana Investigations for Neuroscientific Discovery (MIND) Program, 115 Mill St, McLean Hospital, Belmont, MA, 02478, USA; Department of Psychiatry, Harvard Medical School, 401 Park Drive, Boston, MA, 02215 USA; Boston University School of Medicine, 72 E Concord St, Boston, MA, 02118, USA
| | - Ashley M Lambros
- Cognitive and Clinical Neuroimaging Core (CCNC), McLean Imaging Center, 115 Mill St, Belmont, MA, 02478, USA; Marijuana Investigations for Neuroscientific Discovery (MIND) Program, 115 Mill St, McLean Hospital, Belmont, MA, 02478, USA
| | - Mary Kathryn Dahlgren
- Cognitive and Clinical Neuroimaging Core (CCNC), McLean Imaging Center, 115 Mill St, Belmont, MA, 02478, USA; Marijuana Investigations for Neuroscientific Discovery (MIND) Program, 115 Mill St, McLean Hospital, Belmont, MA, 02478, USA
| | - Rosemary T Smith
- Cognitive and Clinical Neuroimaging Core (CCNC), McLean Imaging Center, 115 Mill St, Belmont, MA, 02478, USA; Marijuana Investigations for Neuroscientific Discovery (MIND) Program, 115 Mill St, McLean Hospital, Belmont, MA, 02478, USA
| | - Staci A Gruber
- Cognitive and Clinical Neuroimaging Core (CCNC), McLean Imaging Center, 115 Mill St, Belmont, MA, 02478, USA; Marijuana Investigations for Neuroscientific Discovery (MIND) Program, 115 Mill St, McLean Hospital, Belmont, MA, 02478, USA; Department of Psychiatry, Harvard Medical School, 401 Park Drive, Boston, MA, 02215 USA.
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23
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Pardal M, Decorte T. Cannabis Use and Supply Patterns Among Belgian Cannabis Social Club Members. JOURNAL OF DRUG ISSUES 2018. [DOI: 10.1177/0022042618791295] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Cannabis Social Clubs (CSCs) constitute a noncommercial model for the supply of cannabis among registered, adults users, which is present in several countries—including in Belgium. This analysis provides a first descriptive examination of a sample of Belgian CSC members’ patterns of use and supply, as well as their sociodemographic features. According to a new voluntary survey of 190 Belgian CSC members, more than three quarters are male, Belgian, and more than half work full- or part-time. About 44% of respondents have completed university studies. Securing cannabis was the primary reason to adhere to a CSC, and most are (near-)daily users. Our results revealed that the CSC was the sole supplier for most respondents of cannabis-producing CSCs, who obtained almost exclusively (dried) herbal cannabis. The presence of (self-declared) medical users in our sample is noteworthy. This analysis advances our knowledge of the segment of the market served by this noncommercial model.
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24
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Hall W. The future of the international drug control system and national drug prohibitions. Addiction 2018; 113:1210-1223. [PMID: 28884869 DOI: 10.1111/add.13941] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 04/21/2017] [Accepted: 07/10/2017] [Indexed: 01/17/2023]
Abstract
A major impediment to any nation abandoning the policy of drug prohibition has been the fact that international drug treaties to which the majority of United Nations (UN) member states are signatory prohibit the non-medical use of amphetamines, cannabis, cocaine and heroin. The future of these treaties is now uncertain because of decisions by Uruguay, eight US states and Canada to legalize cannabis use. This paper: (1) provides a brief account of the international drug control treaties; (2) outlines the major criticisms of the treaties; (3) analyses critically proposals for treaty reform; and (4) provides a personal view on policies that nation states could adopt to minimize the harms from the use of cannabis, party drugs and hallucinogens, opioids, stimulants and new psychoactive substances. It is argued that: a major risk of cannabis legalization in the United States is promotion of heavy use and increased harm by a weakly regulated industry; some cautious national experiments with the regulation of party drugs and hallucinogens would be informative; a strong case remains for prohibiting the nonmedical use of opioids while mitigating the adverse effects that this policy has on opioid-dependent people; stimulant legalization will probably increase problem use but prohibition is difficult to enforce, highlighting the urgency of finding better ways to reduce demand for these drugs and respond to problem users; and that it is unclear what the best approach is to reducing possible harms that may arise from the use of new psychoactive substances.
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Affiliation(s)
- Wayne Hall
- National Addiction Centre, Institute of Psychiatry, Psychiatry and Neuroscience, King's College, London, London, UK.,The Centre for Youth Substance Abuse Research, The University of Queensland, Herston, QLD, Australia.,National Addiction Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, UK
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25
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Prince MA, Conner BT, Pearson MR. Quantifying cannabis: A field study of marijuana quantity estimation. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2018; 32:426-433. [PMID: 29771542 PMCID: PMC6013381 DOI: 10.1037/adb0000370] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The assessment of marijuana use quantity poses unique challenges. These challenges have limited research efforts on quantity assessments. However, quantity estimates are critical to detecting associations between marijuana use and outcomes. We examined accuracy of marijuana users' estimations of quantities of marijuana they prepared to ingest and predictors of both how much was prepared for a single dose and the degree of (in)accuracy of participants' estimates. We recruited a sample of 128 regular-to-heavy marijuana users for a field study wherein they prepared and estimated quantities of marijuana flower in a joint or a bowl as well as marijuana concentrate using a dab tool. The vast majority of participants overestimated the quantity of marijuana that they used in their preparations. We failed to find robust predictors of estimation accuracy. Self-reported quantity estimates are inaccurate, which has implications for studying the link between quantity and marijuana use outcomes. (PsycINFO Database Record
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Affiliation(s)
| | | | - Matthew R. Pearson
- Center on Alcoholism, Substance Abuse, & Addictions, University of New Mexico
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26
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Abstract
The evolving legal cannabis landscape in the US continues to present novel regulatory challenges that necessitate the development of a Cannabis Regulatory Science. Two specific issues of concern within Cannabis Regulatory Science are (1) the impact that cannabis use has on the incidence, prevalence, and severity of mental disorders, and (2) how cannabis laws and regulations modify this impact. This paper first provides several conceptual points that are useful for evaluating the relationship between cannabis use and mental disorders. Second, it selectively reviews and comments on data relevant to the relationship between cannabis use and depression, several forms of anxiety, post-traumatic stress disorder, schizophrenia, and bipolar disorder. Next, regulatory and public health parallels between the nascent cannabis industry and the pharmaceutical, tobacco, and alcohol industries are discussed. The focus is on specific types of industry practices that may harm those with or at risk for mental disorders. Recommendations are then offered for legal cannabis regulations that could mitigate this harm. Last, future research goals are discussed for building the field of Cannabis Regulatory Science and addressing the potential negative impact of cannabis on those with mental disorders.
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Affiliation(s)
- Jacob T. Borodovsky
- Dartmouth Geisel School of Medicine, Center for Technology and Behavioral Health, 46 Centerra Parkway, Lebanon, NH 03766, United States,The Dartmouth Institute for Health Policy and Clinical Practice, 74 College St. Hanover, NH 03755, United States
| | - Alan J. Budney
- Dartmouth Geisel School of Medicine, Center for Technology and Behavioral Health, 46 Centerra Parkway, Lebanon, NH 03766, United States
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27
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Daniulaityte R, Zatreh MY, Lamy FR, Nahhas RW, Martins SS, Sheth A, Carlson RG. A Twitter-based survey on marijuana concentrate use. Drug Alcohol Depend 2018; 187:155-159. [PMID: 29669296 PMCID: PMC5959780 DOI: 10.1016/j.drugalcdep.2018.02.033] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Revised: 02/19/2018] [Accepted: 02/20/2018] [Indexed: 11/18/2022]
Abstract
AIMS The purpose of this paper is to analyze characteristics of marijuana concentrate users, describe patterns and reasons of use, and identify factors associated with daily use of concentrates among U.S.-based cannabis users recruited via a Twitter-based online survey. METHODS An anonymous Web-based survey was conducted in June 2017 with 687 U.S.-based cannabis users recruited via Twitter-based ads. The survey included questions about state of residence, socio-demographic characteristics, and cannabis use including marijuana concentrates. Multiple logistic regression analyses were conducted to identify characteristics associated with lifetime and daily use of marijuana concentrates. RESULTS Almost 60% of respondents were male, 86% were white, and the mean age was 43.0 years. About 48% reported marijuana concentrate use. After adjusting for multiple testing, significant predictors of concentrate use included: living in "recreational" (AOR = 2.04; adj. p = .042) or "medical, less restrictive" (AOR = 1.74; adj. p = .030) states, being younger (AOR = 0.97, adj. p = .008), and daily herbal cannabis use (AOR = 2.57, adj. p = .008). Out of 329 marijuana concentrate users, about 13% (n = 44) reported daily/near daily use. Significant predictors of daily concentrate use included: living in recreational states (AOR = 3.59, adj. p = .020) and using concentrates for therapeutic purposes (AOR = 4.34, adj. p = .020). CONCLUSIONS Living in states with more liberal marijuana policies is associated with greater likelihood of marijuana concentrate use and with more frequent use. Characteristics of daily users, in particular, patterns of therapeutic use warrant further research with community-recruited samples.
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Affiliation(s)
- Raminta Daniulaityte
- Center for Interventions, Treatment, and Addictions Research (CITAR), Department of Population and Public Health Sciences, Wright State University Boonshoft School of Medicine, USA; Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis), Department of Computer Science and Engineering, Wright State University, USA
| | - Mussa Y Zatreh
- Center for Interventions, Treatment, and Addictions Research (CITAR), Department of Population and Public Health Sciences, Wright State University Boonshoft School of Medicine, USA
| | - Francois R Lamy
- Department of Health Social Sciences, Faculty of Social Sciences and Humanities, Mahidol University, Salaya, Thailand
| | - Ramzi W Nahhas
- Division of Epidemiology and Biostatistics, Department of Population and Public Health Sciences, Wright State University Boonshoft School of Medicine, USA; Department of Psychiatry, Wright State University Boonshoft School of Medicine, USA
| | - Silvia S Martins
- Department of Epidemiology, Columbia University Mailman School of Public Health, USA
| | - Amit Sheth
- Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis), Department of Computer Science and Engineering, Wright State University, USA
| | - Robert G Carlson
- Center for Interventions, Treatment, and Addictions Research (CITAR), Department of Population and Public Health Sciences, Wright State University Boonshoft School of Medicine, USA; Ohio Center of Excellence in Knowledge-enabled Computing (Kno.e.sis), Department of Computer Science and Engineering, Wright State University, USA.
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Borodovsky JT, Marsch LA, Budney AJ. Studying Cannabis Use Behaviors With Facebook and Web Surveys: Methods and Insights. JMIR Public Health Surveill 2018; 4:e48. [PMID: 29720366 PMCID: PMC5956156 DOI: 10.2196/publichealth.9408] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 01/26/2018] [Accepted: 02/24/2018] [Indexed: 01/06/2023] Open
Abstract
The rapid and wide-reaching expansion of internet access and digital technologies offers epidemiologists numerous opportunities to study health behaviors. One particularly promising new data collection strategy is the use of Facebook’s advertising platform in conjunction with Web-based surveys. Our research team at the Center for Technology and Behavioral Health has used this quick and cost-efficient method to recruit large samples and address unique scientific questions related to cannabis use. In conducting this research, we have gleaned several insights for using this sampling method effectively and have begun to document the characteristics of the resulting data. We believe this information could be useful to other researchers attempting to study cannabis use or, potentially, other health behaviors. The first aim of this paper is to describe case examples of procedures for using Facebook as a survey sampling method for studying cannabis use. We then present several distinctive features of the data produced using this method. Finally, we discuss the utility of this sampling method for addressing specific types of epidemiological research questions. Overall, we believe that sampling with Facebook advertisements and Web surveys is best conceptualized as a targeted, nonprobability-based method for oversampling cannabis users across the United States.
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Affiliation(s)
- Jacob T Borodovsky
- The Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, NH, United States
| | - Lisa A Marsch
- The Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, NH, United States
| | - Alan J Budney
- The Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, NH, United States
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Orenstein DG, Glantz SA. Regulating Cannabis Manufacturing: Applying Public Health Best Practices from Tobacco Control. J Psychoactive Drugs 2018; 50:19-32. [PMID: 29438634 DOI: 10.1080/02791072.2017.1422816] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
State legalization and regulation of cannabis, despite continued federal illegality, is a massive shift in regulatory approach. Manufactured cannabis, including concentrates, extracts, edibles, tinctures, topicals and other products, has received less attention than more commonly used dried flower, but represents emerging regulatory challenges due to additives, potency, consumption methods, and abuse and misuse potential. In November 2017, the California Department of Public Health (CDPH) released initial cannabis manufacturing regulations as part of a new state regulatory structure. As the largest U.S. medical cannabis market (and largest legal adult use market in the world beginning in 2018), California's regulatory approach will potentially influence national and global policy. Comparing CDPH's initial regulations to tobacco control best practices reveals that, while the regulations recognize the need to protect public health, prioritizing public health over business interests requires stronger approaches to labeling, packaging, and product formulations. Based on tobacco best practices, we recommend that cannabis regulations incorporate large and proportionately sized informational labels, a prominent universal cannabis symbol, rotating and pictorial health warnings, mandatory plain packaging, a comprehensive ban on characterizing flavors and addictive additives, and strict limits on the potency of inhalable products and those easily confused with non-cannabis products.
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Affiliation(s)
- Daniel G Orenstein
- a Postdoctoral Fellow, Center for Tobacco Control Research and Education and Philip R. Lee Institute for Health Policy Studies, University of California San Francisco , San Francisco , CA , UA
| | - Stanton A Glantz
- b Professor of Medicine, Truth Initiative Distingished Professor of Tobacco Control, Center for Tobacco Control Research and Education, Philip R. Lee Institute for Health Policy Studies, and Department of Medicine , University of California San Francisco , San Francisco , CA , USA
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30
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Smart R, Caulkins JP, Kilmer B, Davenport S, Midgette G. Variation in cannabis potency and prices in a newly legal market: evidence from 30 million cannabis sales in Washington state. Addiction 2017; 112:2167-2177. [PMID: 28556310 PMCID: PMC5673542 DOI: 10.1111/add.13886] [Citation(s) in RCA: 199] [Impact Index Per Article: 28.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Revised: 03/17/2017] [Accepted: 05/22/2017] [Indexed: 11/29/2022]
Abstract
AIMS To (1) assess trends and variation in the market share of product types and potency sold in a legal cannabis retail market and (2) estimate how potency and purchase quantity influence price variation for cannabis flower. DESIGN Secondary analysis of publicly available data from Washington State's cannabis traceability system spanning 7 July 2014 to 30 September 2016. Descriptive statistics and linear regressions assessed variation and trends in cannabis product variety and potency. Hedonic regressions estimated how purchase quantity and potency influence cannabis flower price variation. SETTING Washington State, USA. PARTICIPANTS (1) A total of 44 482 176 million cannabis purchases, including (2) 31 052 123 cannabis flower purchases after trimming price and quantity outliers. MEASUREMENTS Primary outcome measures were (1) monthly expenditures on cannabis, total delta-9-tetrahydrocannabinol (THC) concentration and cannabidiol (CBD) concentration by product type and (2) excise tax-inclusive price per gram of cannabis flower. Key covariates for the hedonic price regressions included quantity purchased, THC and CBD. FINDINGS Traditional cannabis flowers still account for the majority of spending (66.6%), but the market share of extracts for inhalation increased by 145.8% between October 2014 and September 2016, now comprising 21.2% of sales. The average THC-level for cannabis extracts is more than triple that for cannabis flowers (68.7% compared to 20.6%). For flower products, there is a statistically significant relationship between price per gram and both THC [coefficient = 0.012; 95% confidence interval (CI) = 0.011-0.013] and CBD (coefficient = 0.017; CI = 0.015-0.019). The estimated discount elasticity is -0.06 (CI = -0.07 to -0.05). CONCLUSIONS In the state of Washington, USA, the legal cannabis market is currently dominated by high-THC cannabis flower, and features growing expenditures on extracts. For cannabis flower, both THC and CBD are associated with higher per-gram prices, and there are small but significant quantity discounts.
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Affiliation(s)
| | - Jonathan P. Caulkins
- RAND Corporation, Santa Monica, CA, USA
- Heinz College, Carnegie Mellon University, Pittsburgh, PA, USA
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Carlini BH. Potency increase, product development and marijuana marketing in times of legalization. Addiction 2017; 112:2178-2179. [PMID: 29105921 DOI: 10.1111/add.13945] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 07/05/2017] [Accepted: 07/10/2017] [Indexed: 11/30/2022]
Affiliation(s)
- Beatriz H Carlini
- University of Washington Alcohol and Drug Abuse Institute, Seattle, WA, USA
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Borodovsky JT, Budney AJ. Legal cannabis laws, home cultivation, and use of edible cannabis products: A growing relationship? THE INTERNATIONAL JOURNAL OF DRUG POLICY 2017; 50:102-110. [PMID: 29102847 DOI: 10.1016/j.drugpo.2017.09.014] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Revised: 09/16/2017] [Accepted: 09/26/2017] [Indexed: 01/21/2023]
Abstract
BACKGROUND Over half of U.S. states have enacted legal cannabis laws (LCL). In parallel, edible cannabis products (i.e., edibles) have presented new regulatory challenges. LCL provisions that dictate access to cannabis (e.g., home cultivation (HC) or dispensaries (DSP)) may impact edible production and use. This study examined relationships among HC and DSP provisions, cannabis cultivation, and edible use. METHODS An online cannabis use survey was distributed using Facebook. Data were collected from 1813 cannabis-using adults. U.S. states were classified as states without LCL (Non-LCL) or LCL states that: (1) only permit DSP (LCL DSP-only), (2) only permit HC (LCL HC-only), or (3) permit HC and DSP (LCL HC+DSP). Analyses tested associations among these classifications, cannabis growing, and edible use and procurement. RESULTS Individuals in LCL HC-only and LCL HC+DSP states were more likely to report currently growing cannabis at home (OR: 3.3, 95% CI: 1.7, 6.2; OR: 3.9, 95% CI: 2.4, 6.3, respectively) and past-month edible use (OR: 2.1, 95% CI: 1.4, 3.4; OR: 2.9, 95% CI: 2.2, 3.9, respectively) than individuals in LCL DSP-only states. Regardless of state, those who had grown cannabis were more likely to have made edibles than those who had never grown cannabis (OR: 2.2, 95% CI: 1.8, 2.6). Individuals in LCL HC-only states were more likely to have made edibles in the past month than individuals from Non-LCL (OR: 2.75, 95% CI: 1.5, 5.3) and DSP-only states (OR: 2.1, 95% CI: 1.0, 4.4). Individuals in LCL HC+DSP states were more likely to have purchased edibles in the past month than individuals from Non-LCL (OR: 3.7, 95% CI: 2.4, 5.6) and DSP-only states (OR: 3.2, 95% CI: 1.8, 5.5). CONCLUSION Specific LCL provisions may differentially affect individuals' propensity to grow cannabis and make, buy, and use edible cannabis products. Permitting home cultivation contributes to a greater likelihood of growing cannabis. Those who grow cannabis economize the plant by creating homemade edible cannabis products. Conversely, permitting dispensaries increases the likelihood of purchasing edibles. The psychoactive effects of edibles with unknown and variable cannabinoid content will be unpredictable. Policymakers should carefully consider how specific LCL provisions can affect patterns of cannabis edible product access and quality.
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Affiliation(s)
- Jacob T Borodovsky
- Dartmouth Geisel School of Medicine, Center for Technology and Behavioral Health, 46 Centerra Parkway, Lebanon, NH 03766, United States; The Dartmouth Institute for Health Policy and Clinical Practice, 74 College St., Hanover, NH 03755, United States.
| | - Alan J Budney
- Dartmouth Geisel School of Medicine, Center for Technology and Behavioral Health, 46 Centerra Parkway, Lebanon, NH 03766, United States
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The potential impact of cannabis legalization on the development of cannabis use disorders. Prev Med 2017; 104:31-36. [PMID: 28668544 PMCID: PMC5735001 DOI: 10.1016/j.ypmed.2017.06.034] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 06/24/2017] [Accepted: 06/26/2017] [Indexed: 01/21/2023]
Abstract
Specific provisions of legal cannabis legislation and regulation could influence cannabis initiation, frequency and quantity of use, and progression to cannabis use disorder. This brief essay highlights scientifically based principles and risk factors that underlie substance use and addiction that can be leveraged to inform policies that might mitigate the development and consequences of cannabis use disorder. Specifically, pharmacologic, access/availability, and environmental factors are discussed in relation to their influence on substance use disorders to illustrate how regulatory provisions can differentially affect these factors and risk for addiction. Relevant knowledge from research and experience with alcohol and tobacco regulation are also considered. Research designed to inform regulatory policy and to evaluate the impact of cannabis legislation on cannabis use and problems is progressing. However, definitive findings will come slowly, and more concerted efforts and resources are needed to expedite this process. In the meantime, policymakers should take advantage of the large body of scientific literature on substance use to foster empirically-guided, common sense approaches to cannabis policy that focus on prevention of addiction.
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