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Schlienz NJ, Felicione NJ, Lee DC, O'Connor RJ, Smith DM. The Cannabis Gray Market: A Case for Cannabis Regulatory Science Research. Cannabis Cannabinoid Res 2025; 10:6-10. [PMID: 38946638 DOI: 10.1089/can.2023.0278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/02/2024] Open
Abstract
The cannabis gray market poses significant public health concerns and remains a major threat to consumer and/or potential consumer uptake of regulated cannabis markets in jurisdictions with legal state-sponsored cannabis programs. In this perspective, we provide an overview of the cannabis gray market, and describe an integrated epidemiological and regulatory science framework to study the gray market. Using tobacco regulatory science as a guide, we introduce example cannabis regulatory science research activities as a means to improve the field's understanding of the cannabis gray market. Cannabis regulatory science is a developing field that can improve our understanding of the cannabis regulatory ecosystem and provide regulatory officials and policymakers alike with much needed data to inform regulatory decision-making and improve the success and uptake of state-sponsored cannabis programs.
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Affiliation(s)
- Nicolas J Schlienz
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
| | - Nicholas J Felicione
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, State University of New York at Buffalo, Buffalo, New York, USA
| | - Dustin C Lee
- Department of Psychiatry and Behavioral Sciences, Behavioral Pharmacology Research Unit, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Richard J O'Connor
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, State University of New York at Buffalo, Buffalo, New York, USA
| | - Danielle M Smith
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA
- Department of Community Health and Health Behavior, School of Public Health and Health Professions, State University of New York at Buffalo, Buffalo, New York, USA
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Mennis J, Stahler GJ, Mason MJ. Commentary on Pessar et al.: 'Downscaling' United States state cannabis policy to investigate environmental and social impacts on cannabis use. Addiction 2025; 120:171-173. [PMID: 39402865 PMCID: PMC11645218 DOI: 10.1111/add.16694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Accepted: 09/27/2024] [Indexed: 12/14/2024]
Affiliation(s)
- Jeremy Mennis
- Department of Geography, Environment and Urban Studies, Temple University, 1115 W. Pollet St., 3 Floor Gladfelter Hall, Philadelphia, PA 19122, USA
| | - Gerald J. Stahler
- Department of Geography, Environment and Urban Studies, Temple University, 1115 W. Pollet St., 3 Floor Gladfelter Hall, Philadelphia, PA 19122, USA
| | - Michael J. Mason
- Center for Behavioral Health Research, College of Social Work, University of Tennessee, UT Conference Center, 600 Henley Street, Knoxville, TN 37996, USA
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Borodovsky JT, Hasin DS, Wall M, Struble CA, Habib MI, Livne O, Liu J, Chen L, Aharonovich E, Budney AJ. Quantity of delta-9-tetrahydrocannabinol consumption and cannabis use disorder among daily cannabis consumers. Addiction 2024. [PMID: 39501796 DOI: 10.1111/add.16700] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 09/27/2024] [Indexed: 02/01/2025]
Abstract
BACKGROUND AND AIMS Amid escalating cannabis legalization and daily consumption in the United States (US), determining the risk of cannabis use disorder (CUD) and relevant consequences among daily consumers has become a public health priority. Understanding these risks requires valid assessment of the daily quantity of delta-9-tetrahydrocannabinol (THC) consumed and its relation to consequences. This study characterized daily cannabis consumption using a new method for estimating milligrams of THC (mgTHC), and examined the relationship between daily mgTHC and CUD severity in a large national sample of daily consumers. DESIGN, SETTING AND PARTICIPANTS US adult (aged 18+ years) daily cannabis consumers (n = 4134) completed a comprehensive online survey of cannabis consumption patterns (e.g. frequency, quantity, product types, potencies, administration methods) and Diagnostic and Statistical Manual of Mental Disorders, 5th edition (DSM-5) CUD criteria. MEASUREMENTS The primary exposure was past-week daily mgTHC consumption, calculated from survey responses to queries about product type, amount and potency consumed and including adjustments for puff size and loss of THC from specific methods of administration. The primary outcomes were (1) number of CUD criteria (range = 0-11) and (2) CUD severity categories: none, mild, moderate, severe. FINDINGS Median daily consumption was ~130 mgTHC, with substantial variability (25% ≤ 50 mg and 25% ≥ 290 mg). On average, participants endorsed 2.5 CUD criteria, and 65% met criteria for CUD (39% mild, 18% moderate, 8% severe). Greater daily mgTHC predicted higher CUD criteria count [betalog(mgTHC) = 0.50, 95% confidence interval (CI) = 0.267-0.734] and higher odds of mild [log odds ratio (logOR) = 0.238, 95% CI = 0.184-0.292], moderate (logOR = 0.303, 95% CI = 0.232-0.374) or severe (logOR = 0.335, 95% CI = 0.236-0.435) CUD. CONCLUSIONS Among daily consumers of cannabis, there appears to be a positive relationship between the daily quantity of cannabis consumed (measured in milligrams of delta-9-tetrahydrocannabinol) and both the risk and severity of cannabis use disorder.
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Affiliation(s)
- Jacob T Borodovsky
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, NH, USA
- Department of Biomedical Data Science, Dartmouth Geisel School of Medicine, Lebanon, NH, USA
| | - Deborah S Hasin
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Melanie Wall
- Department of Biostatistics, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Cara A Struble
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, NH, USA
| | - Mohammad I Habib
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, NH, USA
| | - Ofir Livne
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
- Department of Epidemiology, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Jun Liu
- New York State Psychiatric Institute, New York, NY, USA
| | - Lynn Chen
- New York State Psychiatric Institute, New York, NY, USA
| | - Efrat Aharonovich
- Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
- New York State Psychiatric Institute, New York, NY, USA
| | - Alan J Budney
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, Lebanon, NH, USA
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Borodovsky JT, Struble CA, Habib MI, Hasin DS, Shmulewitz D, Walsh C, Livne O, Aharonovich E, Budney AJ. Exploring survey methods for measuring consumption quantities of cannabis flower and concentrate products. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2023; 49:733-745. [PMID: 37774316 PMCID: PMC10795727 DOI: 10.1080/00952990.2023.2246635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 07/24/2023] [Accepted: 08/06/2023] [Indexed: 10/01/2023]
Abstract
Background: Researchers need accurate measurements of cannabis consumption quantities to assess risks and benefits. Survey methods for measuring cannabis flower and concentrate quantities remain underdeveloped.Objective: We examined "grams" and "hits" units for measuring flower and concentrate quantities, and calculating milligrams of THC (mgTHC).Methods: Online survey participants (n = 2,381) reported preferred unit (hits or grams), past-week hits and grams for each product, and product %THC. Quantile regression compared mgTHC between unit-preference subgroups. Hits-based mgTHC calculations assumed a universal grams-per-hit ratio (GPHR). To examine individualized GPHRs, we tested a "two-item approach," which divided total grams by total hits, and "one-item approach," which divided 0.5 grams by responses to the question: "How many total hits would it take you to finish 1/2 g of your [product] by [administration method]?"Results: Participants were primarily daily consumers (77%), 50% female sex, mean age 39.0 (SD 16.4), 85% White, 49% employed full-time. Compared to those who preferred the hits unit, those who preferred the grams unit reported consuming more hits and grams, higher %THC products, and consequently, larger median mgTHC (flower-hits mgTHC: 32 vs. 91 (95%CI: 52-67); flower-grams mgTHC: 27 vs. 113 (95%CI: 73-95); concentrate-hits mgTHC: 29 vs. 59 (95%CI: 15-43); concentrate-grams mgTHC: 61 vs. 129 (95%CI: 43-94)). "Two-item" and "one-item" approach GPHRs were similar and frequently 50% larger or smaller than the universal GPHR.Conclusion: Allowing respondents to choose "hits" or "grams" when reporting cannabis quantities does not compromise mgTHC estimates. A low-burden, one-item approach yields individualized "hit sizes" that may improve mgTHC estimates.
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Affiliation(s)
- Jacob T. Borodovsky
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH 03766, USA
- Department of Biomedical Data Science, Dartmouth Geisel School of Medicine, 1 Rope Ferry Road, Hanover, NH 03755, USA
| | - Cara A. Struble
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH 03766, USA
| | - Mohammad I. Habib
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH 03766, USA
| | - Deborah S. Hasin
- Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
- Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168 St, New York, NY 10032, USA
| | - Dvora Shmulewitz
- Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Claire Walsh
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Ofir Livne
- Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Efrat Aharonovich
- Department of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY 10032, USA
- New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY 10032, USA
| | - Alan J. Budney
- Center for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH 03766, USA
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Okey SA, Waddell JT, Shah RV, Kennedy GM, Frangos MP, Corbin WR. An Ecological Examination of Indica Versus Sativa and Primary Terpenes on the Subjective Effects of Smoked Cannabis: A Preliminary Investigation. Cannabis Cannabinoid Res 2023; 8:857-866. [PMID: 36648357 DOI: 10.1089/can.2022.0213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Background: The legal cannabis landscape has greatly outpaced scientific knowledge. Many popular cannabis claims, such as cultivar (colloquially referred to as strain) classification and terpene content producing different subjective effects, are unsubstantiated. This study examined, for the first time, whether cultivar classification (sativa/indica) and terpene content (caryophyllene, limonene, myrcene, pinene, and terpinolene) were associated with subjective cannabis effects (i.e., pain levels, low-arousal ["indica-like"] effects, high-arousal ["sativa-like"] effects, and negative effects). Methods: Regular cannabis users (n=101) took part in a 2-week long ecological momentary assessment study in which they responded to questions about their cannabis use, stated their preference for sativa versus indica, and reported their in-the-moment subjective effects within 30 min of smoking cannabis. Cultivars were coded for sativa versus indica classification and primary terpene content using Leafly, a popular search engine. Linear mixed-effect models then examined subjective response by sativa/indica and primary terpene. Covariates included demographics (age, sex, race, income), cannabis use (medical use, cannabis use frequency, stated preference for sativa/indica, global expected cannabis effects), morning pain ratings, and specific smoked cannabis occasions (hour of day, minutes since use, context, number of hits, and tetrahydrocannabinol). Results: The majority of participants (78.3%) had a preference for either sativa or indica and reported reasons for their preference that aligned with industry claims. After controlling for covariates, findings revealed that cultivars classified as indica dominant were associated with greater low-arousal (e.g., sluggish, slow) effects relative to the unweighted mean of all cannabis cultivars (b = 0.44, SE=0.16, p=0.01). Cultivars with primary caryophyllene were associated with greater pain ratings (b = 0.53, SE=0.24, p=0.03) and negative effects (b = 0.22, SE=0.08, p=0.01) relative to the mean of all other terpene types. Cultivars with primary pinene were associated with less negative effects (b = -0.35, SE=0.18, p=0.04). Conclusions: Cultivars classified as indica dominant were associated with greater low-arousal effects in models that accounted for both within- and between-person variation, despite the scientific challenges distinguishing between sativa and indica. Preliminary findings also suggest terpenes may play a role in subjective effects. These results emphasize the need for further research, particularly controlled lab studies.
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Affiliation(s)
- Sarah A Okey
- Department of Psychology, Arizona State University, Tempe, Arizona, USA
| | - Jack T Waddell
- Department of Psychology, Arizona State University, Tempe, Arizona, USA
| | - Rishika V Shah
- Department of Psychology, Arizona State University, Tempe, Arizona, USA
| | - Gillian M Kennedy
- Department of Psychology, Arizona State University, Tempe, Arizona, USA
| | - Maria P Frangos
- Department of Psychology, Arizona State University, Tempe, Arizona, USA
| | - William R Corbin
- Department of Psychology, Arizona State University, Tempe, Arizona, USA
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Gliksberg O, Kushnir T, Sznitman SR, Lev-Ran S, Brill S, Amit BH, Feingold D. Negative experiences of patients using medicinal cannabis: A systematic review of qualitative studies. J Clin Nurs 2023; 32:5607-5618. [PMID: 36807590 DOI: 10.1111/jocn.16653] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 01/25/2023] [Accepted: 01/30/2023] [Indexed: 02/22/2023]
Abstract
AIMS AND OBJECTIVES In this study, we systematically reviewed qualitative studies concerning patients' experience with medicinal cannabis (MC) use, to gain insight into the negative effects of MC. BACKGROUND Over the past decades, the use of MC for therapeutic purposes has increased. However, there is conflicting and insufficient data on possible negative physiological and psychological effects of MC treatment. DESIGN A systematic review was conducted and the PRISMA guidelines were adopted. Literature searches were conducted using PubMed, PsycINFO and EMBASE. Critical Appraisal Skills Programme (CASP) qualitative checklist used to assess risk of bias in the included studies. METHODS We included studies focusing on conventional medical treatment using cannabis-based products, approved by a physician for a particular health issue. RESULTS Of the 1230 articles identified in the initial search, eight articles were included in the review. Following the compilation of themes in the eligible studies, six themes were identified: (1) MC approval; (2) administrative barriers; (3) social perception; (4) MC misuse/widespread effect; (5) adverse effects; and (6) dependence or addiction. These were grouped into two meta-themes: (1) administrative and social aspects of MC use; and (2) experiences of the effects of medicinal cannabis. CONCLUSIONS Our findings call for specific attention to unique consequences associated with MC use. Further research is needed in order to assess the degree to which negative experiences associated with MC use may affect various aspects of patients' medical condition. RELEVANCE TO CLINICAL PRACTICE Describing the complex experience of MC treatment and its spectrum of consequences for patients may enable physicians, therapists and researchers to provide more attentive and accurate MC treatment to their patients. PATIENT OR PUBLIC CONTRIBUTION In this review, patients' narratives were explored, yet the research methods did not directly involve patients or the public.
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Affiliation(s)
- Or Gliksberg
- Doctoral Program, Department of Psychology, Ariel University, Ariel, Israel
| | - Talma Kushnir
- Adelson School of Medicine, Ariel University, Ariel, Israel
- Department of Psychology, Ariel University, Ariel, Israel
| | | | - Shaul Lev-Ran
- Israel Center on Addiction, Netanya, Israel
- Lev Hasharon Medical Center, Netanya, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Silviu Brill
- Institute of Pain Medicine, Tel Aviv Medical Center, Tel Aviv, Israel
| | - Ben H Amit
- Cannabis Clinic, Reuth Rehabilitation Center, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Gliksberg O, Livne O, Lev-Ran S, Rehm J, Hasson-Ohayon I, Feingold D. The Association Between Cannabis Use and Perceived Social Support: the Mediating Role of Decreased Social Network. Int J Ment Health Addict 2021. [DOI: 10.1007/s11469-021-00549-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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Feingold D, Zerach G. Emotion regulation and experiential avoidance moderate the association between posttraumatic symptoms and alcohol use disorder among Israeli combat veterans. Addict Behav 2021; 115:106776. [PMID: 33348279 DOI: 10.1016/j.addbeh.2020.106776] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 12/02/2020] [Accepted: 12/03/2020] [Indexed: 01/16/2023]
Abstract
INTRODUCTION the association between Posttraumatic Stress symptoms (PTSS) and Alcohol Use Disorder (AUD) among combat veterans is well established. However, little is known concerning the intertwining effect of distress oriented coping mechanisms on this association. In this study, we sought to explore the moderating role of experiential avoidance (EA), cognitive reappraisal (CR) and expressive suppression (ES) on the association between PTSS and AUD among Israeli combat veterans. METHOD Participants were 189 Israel Defense Forces (IDF) male combat veterans (mean age = 30.03) who completed a set of validated self-report questionnaires assessing PTSS, AUD, EA, CR and ES. Moderation analyses were conducted using a four-step hierarchical regression analysis and an ordinary least squares regression analysis. RESULTS Analyses indicated that individuals with average or high levels of EA or ES exhibited significant positive association between PTSS and AUD, yet those with low levels of EA or ES exhibited no significant association between PTSS and AUD (b = 0.14,Confidence Interval (CI)[0.06, 0.22, SE = 0.04, t = 3.65, p = .000, 95%] for EA and b = 0.17, CI[0.07, 0.25, SE = 0.04, t = 3.69, p = .000, 95%] for ES). In addition, CR moderated the association between PTSS and AUD (b = 0.18, CI[0.07, 0.29, SE = 0.06, t = 3.24, p = .001, 95%]), so that the association between PTSS and AUD is positive and stronger for higher levels of CR. CONCLUSIONS Our findings imply that EA, ES and CR and emotion regulation may be major facilitators of the association between PTSS and AUD among combat veterans. These findings are discussed in the Israeli context as well as in light of a general psychological perspective.
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Affiliation(s)
| | - Gadi Zerach
- Department of Psychology, Ariel University, Ariel, Israel
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Abstract
Cannabis use disorder (CUD) is an underappreciated risk of using cannabis that affects ~10% of the 193 million cannabis users worldwide. The individual and public health burdens are less than those of other forms of drug use, but CUD accounts for a substantial proportion of persons seeking treatment for drug use disorders owing to the high global prevalence of cannabis use. Cognitive behavioural therapy, motivational enhancement therapy and contingency management can substantially reduce cannabis use and cannabis-related problems, but enduring abstinence is not a common outcome. No pharmacotherapies have been approved for cannabis use or CUD, although a number of drug classes (such as cannabinoid agonists) have shown promise and require more rigorous evaluation. Treatment of cannabis use and CUD is often complicated by comorbid mental health and other substance use disorders. The legalization of non-medical cannabis use in some high-income countries may increase the prevalence of CUD by making more potent cannabis products more readily available at a lower price. States that legalize medical and non-medical cannabis use should inform users about the risks of CUD and provide information on how to obtain assistance if they develop cannabis-related mental and/or physical health problems.
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