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2.
PeerJ ; 12: e17317, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38699183

RESUMEN

Background: Thailand recently decriminalized (de facto legalized) cannabis use and sales. However, nationally representative data are scarce with regard to cannabis use behaviors and its association with cannabis outlet density. The objectives of this study are: (1) to describe the prevalence of cannabis use behaviors and cannabis use disorder among the general adult population of Thailand; (2) to describe the extent that the density of cannabis outlets is associated with cannabis use behaviors, cannabis use disorder, and the amount of cannabis smoked per day. Methods: We conducted a community-based cross-sectional study in 11 provinces and the Bangkok Metropolitan Area. Participants were residents of sampled communities aged 20 years or older. We requested literate participants to self-administer the questionnaire and interviewed participants who could not read. We analyzed data using descriptive statistics with sampling weight adjustments and multivariate logistic regression analyses. Results: The prevalence of current cannabis use was 15 percent. At a 400-m radius, participants who reported three cannabis outlets had 4.2 times higher odds of being current users than participants who reported no outlet (Adjusted OR = 4.82; 95% CI [3.04-7.63]). We found no association between outlet density and hazardous cannabis use or cannabis use disorder, nor association with the amount of cannabis use among cannabis smokers. Discussion and Conclusion: The patterns of association between outlet density and cannabis use behaviors were inconsistent. Furthermore, limitations regarding outlet density measurement and lack of temporality should be considered as caveats in the interpretation of the study findings.


Asunto(s)
Comercio , Abuso de Marihuana , Humanos , Tailandia/epidemiología , Masculino , Femenino , Adulto , Estudios Transversales , Prevalencia , Persona de Mediana Edad , Comercio/estadística & datos numéricos , Abuso de Marihuana/epidemiología , Adulto Joven , Cannabis , Encuestas y Cuestionarios , Fumar Marihuana/epidemiología , Uso de la Marihuana/epidemiología
3.
Traffic Inj Prev ; 25(4): 579-588, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38572915

RESUMEN

OBJECTIVES: The purpose of this study was to assess sociodemographic and behavioral risk factors associated with driving after marijuana use (DAMU) among West Virginia college students. METHODS: Participants were recruited from West Virginia University between September and November 2022. The study sample was restricted to students who were ≥18 years of age; reported recently driving; possessed a current, valid driver's license from any US state; and were enrolled for at least one credit hour in the Fall 2022 semester. RESULTS: Among respondents (N = 772), 28.9% reported DAMU. Students who had a GPA of B (adjusted odds ratio [AOR]: 2.17, 95% confidence interval [CI]: 1.06-4.42), smoked or ingested marijuana in the past year (AOR: 26.51, 95% CI: 10.27-68.39), drove after drinking (AOR: 2.38, 95% CI: 1.18-4.79), and used both marijuana and alcohol concurrently and then drove (AOR: 10.39, 95% CI: 2.32-46.54) associated with DAMU. Individuals who felt the behavior was somewhat dangerous or not dangerous or thought their peers approved of DAMU showed significant associations with DAMU. CONCLUSIONS: As DAMU was prevalent, future interventions that raise awareness of the danger and potential consequences of DAMU may be needed to reduce this risky behavior on college campuses.


Asunto(s)
COVID-19 , Uso de la Marihuana , Trastornos Relacionados con Sustancias , Humanos , Uso de la Marihuana/epidemiología , Pandemias , West Virginia/epidemiología , Consumo de Bebidas Alcohólicas/epidemiología , Accidentes de Tránsito , Factores de Riesgo , Trastornos Relacionados con Sustancias/epidemiología , Estudiantes , Universidades
4.
Am J Drug Alcohol Abuse ; 50(2): 242-251, 2024 Mar 03.
Artículo en Inglés | MEDLINE | ID: mdl-38640463

RESUMEN

Background: Cannabis use is increasing among middle-aged and older US adults, populations that are particularly vulnerable to the adverse effects of cannabis. Risks for adverse effects differ by cannabis use patterns, which have become increasingly heterogeneous. Nevertheless, little is known about age differences in such patterns.Objective: To investigate age differences in cannabis use patterns, comparing younger (age 18-49), middle-aged (age 50-64), and older adults (age ≥65).Methods: A total of 4,151 US adults with past 7-day cannabis consumption completed an online survey (35.1% male; 60.1% female; 4.8% identified as "other"). Regression models examined age differences in cannabis use patterns.Results: Compared to younger adults, middle-aged and older adults were more likely to consume cannabis during evening hours (50-64: adjusted odds ratio [aOR] = 2.98, 95% CI 2.24-3.96; ≥65: aOR = 4.23, 95 CI 2.82-6.35); by only one method (50-64: aOR = 1.67, 95% CI 1.34-2.09; ≥65: aOR = 3.38, 95 CI 2.24-5.09); primarily by smoking as the only method (50-64: aOR = 1.52, 95% CI 1.29-1.78; ≥65: aOR = 2.12, 95 CI 1.64-2.74); but less likely to consume concentrated cannabis products (concentrates) with extremely high %THC (50-64: aOR = 0.71, 95% CI 0.54-0.93; ≥65: aOR = 0.30, 95 CI 0.16-0.55). Age differences in cannabis use patterns were also observed between middle-aged and older adults.Conclusion: Findings suggest that middle-aged and older adults may engage in less risky cannabis use patterns compared to younger groups (e.g. lower likelihood of consuming highly potent concentrates). However, findings also underscore the importance of recognizing risks unique to these older demographics, such as smoking-related health events. Consequently, prevention strategies targeting such use patterns are needed.


Asunto(s)
Uso de la Marihuana , Humanos , Persona de Mediana Edad , Adulto , Femenino , Masculino , Adulto Joven , Estados Unidos/epidemiología , Anciano , Factores de Edad , Adolescente , Uso de la Marihuana/epidemiología , Fumar Marihuana/epidemiología , Encuestas y Cuestionarios , Internet
6.
Front Public Health ; 12: 1346207, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38655516

RESUMEN

Background: Problematic cannabis use is highly prevalent among people with mood disorders. This underscores the need to understand the effects of cannabis and cannabinoids in this population, especially considering legalization of recreational cannabis use. Objectives: We aimed to (1) systematically evaluate cross-sectional and longitudinal studies investigating the interplay between cannabis use, cannabis use disorder (CUD), and the occurrence of mood disorders and symptoms, with a focus on major depressive disorder (MDD) and bipolar disorder (BD) and; (2) examine the effects of cannabis on the prognosis and treatment outcomes of MDD and BD. Methods: Following PRISMA guidelines, we conducted an extensive search for English-language studies investigating the potential impact of cannabis on the development and prognosis of mood disorders published from inception through November 2023, using EMBASE, PsycINFO, PubMed, and MEDLINE databases. Results: Our literature search identified 3,262 studies, with 78 meeting inclusion criteria. We found that cannabis use is associated with increased depressive and manic symptoms in the general population in addition to an elevated likelihood of developing MDD and BD. Furthermore, we observed that cannabis use is linked to an unfavorable prognosis in both MDD or BD. Discussion: Our findings suggest that cannabis use may negatively influence the development, course, and prognosis of MDD and BD. Future well-designed studies, considering type, amount, and frequency of cannabis use while addressing confounding factors, are imperative for a comprehensive understanding of this relationship. Systematic review registration: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42023481634.


Asunto(s)
Trastorno Depresivo Mayor , Humanos , Trastornos del Humor , Trastorno Bipolar , Abuso de Marihuana/complicaciones , Abuso de Marihuana/epidemiología , Estudios Transversales , Uso de la Marihuana/epidemiología , Estudios Longitudinales , Pronóstico
7.
Addict Behav ; 155: 108040, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38657402

RESUMEN

OBJECTIVE: This study examined daily associations between alcohol use, cannabis use, and simultaneous alcohol and cannabis/marijuana (SAM) use with the likelihood of hooking up (uncommitted sexual encounter that may or may not include intercourse). METHOD: We used a longitudinal measurement burst ecological momentary assessment (EMA) design with 3-week EMA bursts with daily measurements repeated quarterly across 12 months. 1,009 (57 % female, Mean age = 20.00 [SD = 3.21]) Texan adolescents and young adults ages 15-25 participated in the study. Mixed effects logistic regression models were estimated using maximum likelihood estimation to evaluate the associations between substance use and hooking up. RESULTS: Within-person results indicated that participants were more likely to hook up on days with alcohol use and on days with cannabis use, but not on days with SAM use. Participants were also more likely to hook up on drinking days with higher-than-usual alcohol use. Between-person results indicated that participants who used alcohol more often or cannabis more often on average were more likely to hook up, and participants who tended to drink more on drinking days were more likely to hook up. CONCLUSIONS: Given the significant daily-level associations between alcohol and cannabis use and hooking up behavior, public health initiatives should focus on developing interventions to reduce alcohol and cannabis use and promote safer hooking up behavior among adolescents and young adults.


Asunto(s)
Evaluación Ecológica Momentánea , Uso de la Marihuana , Humanos , Adolescente , Femenino , Masculino , Adulto Joven , Adulto , Uso de la Marihuana/epidemiología , Uso de la Marihuana/psicología , Estudios Longitudinales , Estados Unidos/epidemiología , Conducta Sexual/estadística & datos numéricos , Conducta Sexual/psicología , Consumo de Alcohol en Menores/estadística & datos numéricos , Consumo de Alcohol en Menores/psicología , Consumo de Bebidas Alcohólicas/epidemiología , Consumo de Bebidas Alcohólicas/psicología , Texas/epidemiología
8.
Int J Geriatr Psychiatry ; 39(4): e6086, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38613138

RESUMEN

OBJECTIVES: There is a paucity of population-level data on marijuana use and mental health and functioning in older adults. METHODS: We analyzed cross-sectional data (n = 910) from a well-characterized cohort, the Monongahela-Youghiogheny Healthy Aging Team (MYHAT) study. MYHAT is an age-stratified random sample of the population age 65 years and older from a small-town in the USA. Half the sample was female and half were over 75 (Mean age = 77). Most participants were non-Hispanic White. Marijuana use was assessed by self-report and symptoms of mood disorders were screened using the modified Centers for Epidemiological Studies-Depression Scale and the Generalized Anxiety Disorder screener. Cognition was assessed by the Mini-Mental State Examination and a neuropsychological test battery; functioning using the OARS Activities of Daily Living and Instrumental Activities of Daily Living; and overall assessment using the Clinical Dementia Rating (CDR®). RESULTS: One in five MYHAT participants had a history of marijuana use and 5% reported recent use, primarily for pain (41%) and recreation/relaxation (37%). Recent use was associated with cigarette and alcohol use, symptoms of depression or anxiety, and impairments in attention. CONCLUSIONS: Twenty-percent of community-dwelling older adults living in a US state where recreational marijuana use is illegal had a history of marijuana use. Recent marijuana use was less common but, consistent with prior research, associated with other substance use and poorer mental health.


Asunto(s)
Uso de la Marihuana , Trastornos Relacionados con Sustancias , Femenino , Humanos , Anciano , Uso de la Marihuana/epidemiología , Actividades Cotidianas , Estudios Transversales , Vida Independiente , Proyectos de Investigación
9.
Schizophr Res ; 267: 313-321, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38608418

RESUMEN

Cannabis use is present and persistent in young adults with early psychosis receiving Coordinated Specialty Care (CSC) in the United States. While CSC programs are effective in improving quality of life, helping individuals reach goals, and promoting recovery, cannabis use may limit the extent of these improvements. This study extended upon previous findings to examine trajectories of cannabis use among individuals with early psychosis. The sample consisted of 1325 CSC participants enrolled for more than one year at OnTrackNY and followed up to two years, categorized into three groups: no use, reduced use, and persistent use. Baseline demographic and clinical differences were compared across groups and associations between clinical and psychosocial outcomes at 12 months and 24 months were examined across groups. Of the sample, 40 % remained persistent users over two years while 12.8 % reduced their use. At baseline, persistent users were younger (p = 0.011), more likely to be male (p < 0.001), had lower education levels (p = 0.019), and were more likely to have had past legal issues prior to admission (p < 0.001) than non-users. At 2 years, persistent users had significantly worse symptom scores than non-users (p = 0.0003) and reduced users (p = 0.0004). These findings highlight the presence of persistent cannabis use being common in this population and the need to improve substance use treatment offered to allow more CSC participants to achieve improved outcomes.


Asunto(s)
Trastornos Psicóticos , Humanos , Masculino , Femenino , Trastornos Psicóticos/terapia , Trastornos Psicóticos/epidemiología , Adulto Joven , Adolescente , Estudios Longitudinales , Adulto , Uso de la Marihuana/epidemiología , Uso de la Marihuana/terapia
10.
Nursing ; 54(5): 52-54, 2024 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-38640036

RESUMEN

ABSTRACT: Nursing students increasingly report being stressed. As a potential treatment, students are using marijuana, according to nursing schools. Currently, there is no standardized guideline for the use of marijuana or marijuana testing for nursing students. This article discusses several concerns about clinical nursing students' use of marijuana for stress and anxiety relief.


Asunto(s)
Bachillerato en Enfermería , Fumar Marihuana , Uso de la Marihuana , Estudiantes de Enfermería , Trastornos Relacionados con Sustancias , Humanos , Uso de la Marihuana/epidemiología
11.
JAMA ; 331(10): 861-865, 2024 03 12.
Artículo en Inglés | MEDLINE | ID: mdl-38470384

RESUMEN

Importance: Gummies, flavored vaping devices, and other cannabis products containing psychoactive hemp-derived Δ8-tetrahydrocannabinol (THC) are increasingly marketed in the US with claims of being federally legal and comparable to marijuana. National data on prevalence and correlates of Δ8-THC use and comparisons to marijuana use among adolescents in the US are lacking. Objective: To estimate the self-reported prevalence of and sociodemographic and policy factors associated with Δ8-THC and marijuana use among US adolescents in the past 12 months. Design, Setting, and Participants: This nationally representative cross-sectional analysis included a randomly selected subset of 12th-grade students in 27 US states who participated in the Monitoring the Future Study in-school survey during February to June 2023. Exposures: Self-reported sex, race, ethnicity, and parental education; census region; state-level adult-use (ie, recreational) marijuana legalization (yes vs no); and state-level Δ8-THC policies (regulated vs not regulated). Main Outcomes and Measures: The primary outcome was self-reported Δ8-THC and marijuana use in the past 12 months (any vs no use and number of occasions used). Results: In the sample of 2186 12th-grade students (mean age, 17.7 years; 1054 [48.9% weighted] were female; 232 [11.1%] were Black, 411 [23.5%] were Hispanic, 1113 [46.1%] were White, and 328 [14.2%] were multiracial), prevalence of self-reported use in the past 12 months was 11.4% (95% CI, 8.6%-14.2%) for Δ8-THC and 30.4% (95% CI, 26.5%-34.4%) for marijuana. Of those 295 participants reporting Δ8-THC use, 35.4% used it at least 10 times in the past 12 months. Prevalence of Δ8-THC use was lower in Western vs Southern census regions (5.0% vs 14.3%; risk difference [RD], -9.4% [95% CI, -15.2% to -3.5%]; adjusted risk ratio [aRR], 0.35 [95% CI, 0.16-0.77]), states in which Δ8-THC was regulated vs not regulated (5.7% vs 14.4%; RD, -8.6% [95% CI, -12.9% to -4.4%]; aRR, 0.42 [95% CI, 0.23-0.74]), and states with vs without legal adult-use marijuana (8.0% vs 14.0%; RD, -6.0% [95% CI, -10.8% to -1.2%]; aRR, 0.56 [95% CI, 0.35-0.91]). Use in the past 12 months was lower among Hispanic than White participants for Δ8-THC (7.3% vs 14.4%; RD, -7.2% [95% CI, -12.2% to -2.1%]; aRR, 0.54 [95% CI, 0.34-0.87]) and marijuana (24.5% vs 33.0%; RD, -8.5% [95% CI, -14.9% to -2.1%]; aRR, 0.74 [95% CI, 0.59-0.94]). Δ8-THC and marijuana use prevalence did not differ by sex or parental education. Conclusions and Relevance: Δ8-THC use prevalence is appreciable among US adolescents and is higher in states without marijuana legalization or existing Δ8-THC regulations. Prioritizing surveillance, policy, and public health efforts addressing adolescent Δ8-THC use may be warranted.


Asunto(s)
Dronabinol , Alucinógenos , Uso de la Marihuana , Trastornos Relacionados con Sustancias , Adolescente , Adulto , Femenino , Humanos , Masculino , Cannabis , Estudios Transversales , Fumar Marihuana/epidemiología , Fumar Marihuana/legislación & jurisprudencia , Uso de la Marihuana/epidemiología , Uso de la Marihuana/legislación & jurisprudencia , Trastornos Relacionados con Sustancias/epidemiología , Estados Unidos/epidemiología , Prevalencia , Estudiantes/estadística & datos numéricos , Autoinforme , Grupos Raciales/etnología , Grupos Raciales/estadística & datos numéricos , Dronabinol/análogos & derivados
14.
Addict Behav ; 153: 107999, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38452424

RESUMEN

PURPOSE: This study investigated whether adult use marijuana sales were associated with changes in lifetime and past 30-day (P30D) marijuana use among middle school students in Nevada (NV), which had adult-use marijuana sales during the study period, compared to New Mexico (NM), which did not have adult-use marijuana sales during the study period. METHODS: Data were drawn from the middle school 2017 and 2019 NV Youth Risk Behavior and NM Youth Risk and Resiliency Surveys. Difference-in-difference analyses compare changes in lifetime and P30D marijuana use in NV (adult-use sales implemented July 2017) vs. NM (no adult-use sales during the study period). RESULTS: There was no difference in lifetime (aOR 1.11; 95% CI 0.91,1.36) and P30D (aOR 1.17; 95% CI 0.91,1.51) marijuana use by adult-use sales status. The odds of lifetime and P30D marijuana use increased in both states, particularly among students who were female, older, non-White, or attending a Title 1 school. DISCUSSION: Adult-use sales were not associated with an increase in lifetime or P30D marijuana use. State-level prevention efforts should focus on sub-populations with increasing lifetime and P30D use regardless of adult-use sales status.


Asunto(s)
Cannabis , Fumar Marihuana , Uso de la Marihuana , Adolescente , Adulto , Humanos , Femenino , Masculino , Uso de la Marihuana/epidemiología , Fumar Marihuana/epidemiología , Encuestas y Cuestionarios , Estudiantes
15.
Subst Use Misuse ; 59(8): 1141-1149, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38555872

RESUMEN

Background: Relations among attention-deficit/hyperactivity disorder (ADHD), sleep, and substance-related negative consequences are largely unknown. In this cross-sectional study, we examined associations among ADHD diagnosis, sleep, and alcohol-related consequences. We also evaluated the independent and interactive effects of sleep and ADHD on alcohol-related negative consequences, above and beyond levels of alcohol use. Methods: College students who drink alcohol with (n = 51) and without (n = 50) ADHD completed an assessment that included a diagnostic interview assessing ADHD, and questionnaire measures of sleep quality, substance use, and associated consequences. Analyses utilized a series of hierarchical linear regression models and explored these aims for cannabis use in a subset of participants (n = 52 participants that used cannabis). Results: College students who drink alcohol with ADHD reported significantly worse sleep quality and more alcohol-related consequences, relative to those without ADHD. When ADHD and sleep quality were included in the model, ADHD-but not sleep quality-was independently associated with alcohol consequences, but not cannabis consequences. There were no moderating effects of ADHD on the associations between sleep and substance-related consequences. Conclusions: Students who drank alcohol with ADHD may be particularly vulnerable to experiencing poor sleep and consequences from their substance use, compared to their heavy drinking peers without ADHD. Future, larger scale studies should consider longitudinal effects as well as underlying mechanisms of risk.


Asunto(s)
Trastorno por Déficit de Atención con Hiperactividad , Uso de la Marihuana , Estudiantes , Humanos , Trastorno por Déficit de Atención con Hiperactividad/psicología , Trastorno por Déficit de Atención con Hiperactividad/epidemiología , Masculino , Femenino , Estudiantes/psicología , Adulto Joven , Estudios Transversales , Universidades , Uso de la Marihuana/epidemiología , Uso de la Marihuana/psicología , Sueño , Adolescente , Consumo de Bebidas Alcohólicas/epidemiología , Consumo de Bebidas Alcohólicas/psicología , Adulto , Trastornos del Sueño-Vigilia/epidemiología , Consumo de Alcohol en la Universidad/psicología , Encuestas y Cuestionarios
16.
Gerontologist ; 64(6)2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38400767

RESUMEN

BACKGROUND AND OBJECTIVES: Cannabis use among aging Americans continues to increase. We examine correlates of cannabis use including attitudes, state of residence, health status, and service use. RESEARCH DESIGN AND METHODS: Using the 2018 Health and Retirement Study Cannabis module completed by 1,372 respondents aged 50 and older, we distinguished current cannabis users from those who have never used or have some prior use. We linked 2018 and 2016 core HRS data and used multinomial regressions to identify associations among current use, attitudes, place of residence, as well as current (2018) and past (2016) medical conditions, pain, and sleep issues. We also examined associations among cannabis use, hospital stays, and outpatient medical visits. RESULTS: Past-year cannabis use reached 10.3% among aging Americans. Attitudes toward cannabis have changed over time with 4 of 5 survey respondents currently holding a favorable attitude. Attitude and state of residence were associated with current use. Cannabis users reported higher levels of pain, were more likely to use prescription opioids, and report activity limitations in both 2016 and 2018. Associations between cannabis use and sleep issues or concurrent healthcare use were not observed. DISCUSSION AND IMPLICATIONS: Changing attitudes and state legalization appear important for late middle-aged and older persons, and as many as 1 of every 5 persons over 50 may be using cannabis by 2030. Cannabis use among aging Americans warrants increased attention from care providers, program administrators, and policymakers, especially as a prevention or harm reduction strategy relative to prescription opioids.


Asunto(s)
Uso de la Marihuana , Humanos , Masculino , Femenino , Anciano , Estados Unidos/epidemiología , Persona de Mediana Edad , Uso de la Marihuana/epidemiología , Estado de Salud , Envejecimiento , Jubilación , Anciano de 80 o más Años , Encuestas y Cuestionarios
17.
Cyberpsychol Behav Soc Netw ; 27(4): 261-267, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38377604

RESUMEN

This study aimed at exploring the association of nomophobia with alcohol, tobacco, and/or cannabis consumption among high school students. We carried out a cross-sectional study among high school and vocational training students in Galicia, Northwest Spain (N = 3,100). Collected data included nomophobia, sociodemographic variables, and alcohol, tobacco, and cannabis consumption. Nomophobia was measured using the validated Nomophobia Questionnaire. Adjusted odds ratios (ORs) and their 95 percent confidence intervals (CIs) were estimated using generalized linear mixed models. More than a quarter of the adolescents (27.7 percent) had nomophobia. We found an association between nomophobia and a high level of tobacco smoking in the last month in boys (OR = 2.16; 95 percent CI: 1.55-3.03). Nomophobia was also associated with higher odds of binge drinking in both genders (girls: OR = 1.86; 95 percent CI: 1.61-3.52; boys: OR = 2.29; 95 percent CI: 1.68-3.13) and with cannabis consumption in boys (OR = 1.74; 95 percent CI: 1.07-2.81). Our findings highlight the importance of a comprehensive investigation of the factors underlying alcohol, tobacco, and cannabis consumption in the adolescent population.


Asunto(s)
Consumo de Bebidas Alcohólicas , Humanos , Masculino , Adolescente , Femenino , España/epidemiología , Estudios Transversales , Consumo de Bebidas Alcohólicas/epidemiología , Consumo de Bebidas Alcohólicas/psicología , Uso de la Marihuana/epidemiología , Uso de la Marihuana/psicología , Uso de Tabaco/epidemiología , Uso de Tabaco/psicología , Estudiantes/estadística & datos numéricos , Estudiantes/psicología , Trastornos Fóbicos/epidemiología , Trastornos Fóbicos/psicología , Encuestas y Cuestionarios , Conducta del Adolescente/psicología
18.
Int J Drug Policy ; 125: 104340, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38342052

RESUMEN

BACKGROUND: There is substantial geographic variability in local cannabis policies within states that have legalized recreational cannabis. This study develops an interpretable machine learning model that uses county-level population demographics, sociopolitical factors, and estimates of substance use and mental illness prevalences to predict the legality of recreational cannabis sales within each U.S. county. METHODS: We merged data and selected 14 model inputs from the 2010 Census, 2012 County Presidential Data from the MIT Elections Lab, and Small Area Estimates from the National Surveys on Drug Use and Health (NSDUH) from 2010 to 2012 at the county level. County policies were labeled as having recreational cannabis legal (RCL) if the sale of recreational cannabis was allowed anywhere in the county in 2014, resulting in 92 RCL and 3002 non-RCL counties. We used synthetic data augmentation and minority oversampling techniques to build an ensemble of 1000 logistic regressions on random sub-samples of the data, withholding one state at a time and building models from all remaining states. Performance was evaluated by comparing the predicted policy conditions with the actual outcomes in 2014. RESULTS: When compared to the actual RCL policies in 2014, the ensemble estimated predictions of counties transitioning to RCL had a macro f1 average score of 0.61. The main factors associated with legalizing county-level recreational cannabis sales were the prevalences of past-month cannabis use and past-year cocaine use. CONCLUSION: By leveraging publicly available data from 2010 to 2012, our model was able to achieve appreciable discrimination in predicting counties with legal recreational cannabis sales in 2014, however, there is room for improvement. Having demonstrated model performance in the first handful of states to legalize cannabis, additional testing with more recent data using time to event models is warranted.


Asunto(s)
Cannabis , Uso de la Marihuana , Humanos , Estados Unidos , Legislación de Medicamentos , Uso de la Marihuana/epidemiología , Comercio , Política Pública
20.
Int J Drug Policy ; 126: 104363, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38401174

RESUMEN

BACKGROUND: Despite thousands of licensed cannabis retail stores operating across Canada, there remains a significant illicit cannabis market. Some cannabis users continue to buy cannabis from dealers, illicit stores, and/or illicit online retailers. METHODS: Data are from the 2021 British Columbia Cannabis Use Survey. Respondents (n = 8473) were 19 years or older, lived in British Columbia at the time of the survey, and reported using cannabis in the past 12 months. RESULTS: Buying cannabis from all types of illicit sources was more common among younger cannabis users, those who use cannabis more frequently and started using cannabis before the age of 17 (vs. 19 or older), and among those who co-use cannabis with other drugs. Specifically, buying cannabis from a dealer was more common among men, those with lower educational attainment, and those who seek the lowest prices when buying cannabis. In contrast, those using cannabis for medical (vs. non-medical) purposes were more likely to report getting cannabis from illicit retail stores, while buying cannabis from illicit websites was more common among people who use edible cannabis products. CONCLUSION: Consistent with other studies, younger and more frequent cannabis users were more likely to report buying cannabis from illicit sources. However, these findings suggest there is significant heterogeneity among those who buy cannabis from different types of illicit sources, which should be carefully considered when developing policies and strategies aimed at encouraging consumers to transition to legal sources.


Asunto(s)
Comercio , Humanos , Colombia Británica/epidemiología , Masculino , Adulto , Estudios Transversales , Femenino , Adulto Joven , Comercio/estadística & datos numéricos , Comercio/legislación & jurisprudencia , Comercio/economía , Persona de Mediana Edad , Cannabis , Drogas Ilícitas/economía , Drogas Ilícitas/provisión & distribución , Individualidad , Factores de Edad , Uso de la Marihuana/legislación & jurisprudencia , Uso de la Marihuana/epidemiología , Uso de la Marihuana/economía , Fumar Marihuana/legislación & jurisprudencia , Fumar Marihuana/epidemiología , Fumar Marihuana/economía , Encuestas y Cuestionarios , Factores Sexuales , Tráfico de Drogas/estadística & datos numéricos , Tráfico de Drogas/economía
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