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Dopke C, Romm KF, Berg CJ. Parental openness and communication regarding cannabis and alcohol use with their children. Am J Addict 2024; 33:15-25. [PMID: 37644672 PMCID: PMC10843615 DOI: 10.1111/ajad.13466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 08/07/2023] [Accepted: 08/08/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Given increases in youth cannabis and alcohol use and changes in the cannabis market, we examined parental openness and communication about cannabis and alcohol. METHODS Among 197 participants who had children ≤18 years old and lived in six US metropolitan areas (Atlanta, Boston, Minneapolis, Oklahoma City, San Diego, Seattle), we examined sociodemographic and use correlates of parental openness (i.e., acceptability of child use, rules regarding use in the home or around children, communication) about cannabis and alcohol, as well as being more open about cannabis versus alcohol. RESULTS In this sample (Mage = 32.30, 70.1% female, 30.5% sexual minority, 33.0% racial/ethnic minority, 41.6% in recreational cannabis state), 33.5% reported past-month cannabis use, and 59.9% alcohol (22.8% used both, 29.4% used neither). Multivariable regression indicated that cannabis users (vs. nonusers) and sexual minority (vs. heterosexual) individuals were more open about cannabis use; alcohol users (vs. nonusers) were more open about alcohol use. Additionally, older parental and child age correlated with greater cannabis- and alcohol-related communication, and females (vs. males) reported greater cannabis-related communication. Those married/cohabitating and reporting past-month alcohol use were less likely to allow cannabis versus alcohol in the home or near children. Parents in legalized recreational (vs. nonlegalized) states, females, and heterosexual individuals reported greater cannabis- versus alcohol-related communication. DISCUSSION AND CONCLUSIONS Interventions are needed to support parental communication regarding substance use, particularly cannabis. SCIENTIFIC SIGNIFICANCE This study addressed parenting and youth substance use during evolving cannabis legislation and can inform youth substance use prevention interventions targeting parent-child communication.
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Affiliation(s)
- Campbell Dopke
- Department of Prevention and Community Health, Milken Institute School of Public Health, George Washington University
| | - Katelyn F. Romm
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center
- Department of Pediatrics, College of Medicine, University of Oklahoma Health Sciences Center
| | - Carla J. Berg
- Department of Prevention and Community Health, Milken Institute School of Public Health, George Washington University
- George Washington Cancer Center, George Washington University
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Johannes BL, Ortiz SE. How Facebook is used to promote ENDS products near four Big 10 universities: A qualitative analysis. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2024; 72:210-218. [PMID: 35171078 PMCID: PMC9378756 DOI: 10.1080/07448481.2022.2027425] [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: 02/03/2021] [Revised: 11/04/2021] [Accepted: 12/26/2021] [Indexed: 06/14/2023]
Abstract
Objective: Electronic Nicotine Delivery System (ENDS) proprietors strategically placed near college campuses and pervasive marketing on social media platforms, such as Facebook, are critical to the tobacco industry's effort to acquire new young adult users. Understanding the themes used on Facebook to promote ENDS products to college students is necessary to develop public health messaging to combat the vaping epidemic.Methods: We identified 15 ENDS proprietors located near four Big 10 universities and qualitatively analyzed a random sample of their Facebook posts (n = 405) to identify emerging themes using a grounded theory approach.Results: ENDS proprietors in college towns use Facebook to deploy promotional messaging (n = 319), to market ENDS products as a means of celebration (n = 40), to establish a sense of community (n = 155) among ENDS users, to make marijuana references (n = 36), and to advocate (n = 27) for ENDS products.Conclusions: These themes may increase social acceptability and use of ENDS products among college students.
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Affiliation(s)
- Bobbie L. Johannes
- Population Studies Center, University of Michigan, Ann Arbor, United States
| | - S. E. Ortiz
- Department of Health Policy and Administration, Penn State University, University Park, United States
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Smith BP, Hoots B, DePadilla L, Roehler DR, Holland KM, Bowen DA, Sumner SA. Using Transformer-Based Topic Modeling to Examine Discussions of Delta-8 Tetrahydrocannabinol: Content Analysis. J Med Internet Res 2023; 25:e49469. [PMID: 38127427 PMCID: PMC10767625 DOI: 10.2196/49469] [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] [Received: 05/30/2023] [Revised: 08/15/2023] [Accepted: 10/11/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Delta-8 tetrahydrocannabinol (THC) is a psychoactive cannabinoid found in small amounts naturally in the cannabis plant; it can also be synthetically produced in larger quantities from hemp-derived cannabidiol. Most states permit the sale of hemp and hemp-derived cannabidiol products; thus, hemp-derived delta-8 THC products have become widely available in many state hemp marketplaces, even where delta-9 THC, the most prominently occurring THC isomer in cannabis, is not currently legal. Health concerns related to the processing of delta-8 THC products and their psychoactive effects remain understudied. OBJECTIVE The goal of this study is to implement a novel topic modeling approach based on transformers, a state-of-the-art natural language processing architecture, to identify and describe emerging trends and topics of discussion about delta-8 THC from social media discourse, including potential symptoms and adverse health outcomes experienced by people using delta-8 THC products. METHODS Posts from January 2008 to December 2021 discussing delta-8 THC were isolated from cannabis-related drug forums on Reddit (Reddit Inc), a social media platform that hosts the largest web-based drug forums worldwide. Unsupervised topic modeling with state-of-the-art transformer-based models was used to cluster posts into topics and assign labels describing the kinds of issues being discussed with respect to delta-8 THC. Results were then validated by human subject matter experts. RESULTS There were 41,191 delta-8 THC posts identified and 81 topics isolated, the most prevalent being (1) discussion of specific brands or products, (2) comparison of delta-8 THC to other hemp-derived cannabinoids, and (3) safety warnings. About 5% (n=1220) of posts from the resulting topics included content discussing health-related symptoms such as anxiety, sleep disturbance, and breathing problems. Until 2020, Reddit posts contained fewer than 10 mentions of delta-8-THC for every 100,000 cannabis posts annually. However, in 2020, these rates increased by 13 times the 2019 rate (to 99.2 mentions per 100,000 cannabis posts) and continued to increase into 2021 (349.5 mentions per 100,000 cannabis posts). CONCLUSIONS Our study provides insights into emerging public health concerns around delta-8 THC, a novel substance about which little is known. Furthermore, we demonstrate the use of transformer-based unsupervised learning approaches to derive intelligible topics from highly unstructured discussions of delta-8 THC, which may help improve the timeliness of identification of emerging health concerns related to new substances.
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Affiliation(s)
- Brandi Patrice Smith
- Office of Strategy and Innovation, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Brooke Hoots
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, United States
- US Public Health Service Commissioned Corps, Bethesda, MD, United States
| | - Lara DePadilla
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Douglas R Roehler
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Kristin M Holland
- Division of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Daniel A Bowen
- Division of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Steven A Sumner
- Office of Strategy and Innovation, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, United States
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Cui Y, LoParco CR, Bar-Zeev Y, Duan Z, Levine H, Abroms LC, Wang Y, Khayat A, Berg CJ. Theory-based correlates of cannabis use and intentions among US and Israeli adults: a mixed methods study. Subst Abuse Treat Prev Policy 2023; 18:54. [PMID: 37674246 PMCID: PMC10483868 DOI: 10.1186/s13011-023-00562-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 08/28/2023] [Indexed: 09/08/2023] Open
Abstract
BACKGROUND In the US and Israel, non-medical ('recreational') cannabis use is illegal at the national level; however, use rates are high and decriminalization and legalization is spreading. Thus, theory-based intervention efforts, especially for youth prevention, are crucial. METHODS This mixed-methods study of adults in the US (n = 1,128) and Israel (n = 1,094) analyzed: 1) cross-sectional survey data (Fall 2021) to identify theory-based correlates (risk perceptions, social norms) of past-month cannabis use, next-year use intentions, and intentions to use in the home or among children if non-medical cannabis was legal, using multivariable regression; and 2) qualitative interviews regarding perceptions of cannabis policies and use (US n = 40, Israel n = 44). RESULTS 16.7% reported past-month use; 70.5%, 56.3%, and 82.6% indicated "not at all likely" regarding next-year use and use in the home and among children if legal. Lower perceived risk and greater social norms were associated with past-month use, greater use intentions, and greater intentions to use in the home or among children. Past-month use was more prevalent among US (vs. Israeli) participants (22.0% vs. 11.2%); however, in multivariable regression controlling for past-month use, being from Israel was associated with greater use intentions (next-year; in the home/among children). Qualitative themes indicated: concerns about use (e.g., increasing use, health risks, driving-related risks) and legalization (e.g., impact on society/economy, marketing), and perceived benefits of use (e.g., medical) and legalization (e.g., access/safety, economic, individual rights). CONCLUSIONS Despite differences in cannabis perceptions and use across countries, perceived risk and social norms are relevant intervention targets regardless of sociopolitical context.
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Affiliation(s)
- Yuxian Cui
- Department of Prevention and Community Health, Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Cassidy R LoParco
- Department of Prevention and Community Health, Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Yael Bar-Zeev
- Braun School of Public Health and Community Medicine, Faculty of Medicine, The Hebrew University of Jerusalem and Hadassah Medical Center, Jerusalem, Israel
| | - Zongshuan Duan
- Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USA
| | - Hagai Levine
- Braun School of Public Health and Community Medicine, Faculty of Medicine, The Hebrew University of Jerusalem and Hadassah Medical Center, Jerusalem, Israel
| | - Lorien C Abroms
- Department of Prevention and Community Health, Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Yan Wang
- Department of Prevention and Community Health, Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Amal Khayat
- Braun School of Public Health and Community Medicine, Faculty of Medicine, The Hebrew University of Jerusalem and Hadassah Medical Center, Jerusalem, Israel
| | - Carla J Berg
- Department of Prevention and Community Health, Milken Institute School of Public Health, George Washington University, Washington, DC, USA.
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Roehler DR, Smith H, Radhakrishnan L, Holland KM, Gates AL, Vivolo-Kantor AM, Hoots BE. Cannabis-Involved Emergency Department Visits Among Persons Aged <25 Years Before and During the COVID-19 Pandemic - United States, 2019-2022. MMWR. MORBIDITY AND MORTALITY WEEKLY REPORT 2023; 72:758-765. [PMID: 37440436 DOI: 10.15585/mmwr.mm7228a1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/15/2023]
Abstract
To understand trends in U.S. cannabis-involved emergency department (ED) visits (i.e., those for which cannabis use was documented in the chief complaint or a discharge diagnosis) among young persons aged <25 years during the COVID-19 pandemic, CDC used National Syndromic Surveillance Program data to examine changes in ED visits during 2019-2022. Mean weekly cannabis-involved ED visits among all young persons were higher during the COVID-19 pandemic in 2020, 2021, and 2022, compared with corresponding periods in 2019. Large increases in cannabis-involved ED visits throughout the COVID-19 pandemic compared with prepandemic surveillance periods in 2019 were identified among persons aged ≤10 years. ED visit rates among children and adolescents aged 11-14 years did not differ by sex until the first half of the 2020-21 school year (2020, weeks 37-53), when ED visit rates among females surpassed those among males. Improving clinicians' awareness of rising cannabis-involved ED visits might aid in early diagnosis of cannabis intoxication among young persons. Further, increasing adults' knowledge regarding safe cannabis storage practices, strengthening youths' coping and problem-solving skills through evidence-based prevention programs, and modifying cannabis packaging to decrease appeal to youths might help prevent intentional and unintentional cannabis use.
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North C, Loukas A. Marijuana use behaviors on Texas college campuses. Addict Behav 2023; 141:107634. [PMID: 36738641 DOI: 10.1016/j.addbeh.2023.107634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 01/17/2023] [Accepted: 01/29/2023] [Indexed: 02/01/2023]
Abstract
There is limited contemporary research examining marijuana use behaviors that occur on college campuses. PURPOSE This study aimed to determine: (1) What is the prevalence of marijuana use on college campuses, (2) where are students commonly using marijuana on college campuses, (3) what are the sociodemographic characteristics of students most likely to use marijuana on a college campus, and (4) how do these findings vary between modes of marijuana use (i.e., vaped versus another mode)? METHODS Participants were 14,005 college students (aged 18-25) enrolled in 19 Texas colleges during spring 2022 (Mean age = 20.16; 65.81% female; 30.85% non-Hispanic white, 42.08% Hispanic/Latino, 27.07% another race/ethnicity; 75.81% heterosexual). RESULTS Nearly 40% of students ever used marijuana and of these students, over 26% ever used marijuana on their college campus. Although the most common mode for marijuana use was smoking, the majority of students that used marijuana on a college campus reported vaping marijuana (64.89%). Students that ever vaped marijuana on campus were 2.35 times more likely than those that used marijuana via other modes to use marijuana in a public location on campus (i.e., not in a dormitory). CONCLUSIONS Findings indicate that marijuana use on college campuses is common and suggest that the ability to vape marijuana may increase marijuana use on college campuses, including in public locations such as classrooms and libraries. College campuses may consider increasing anti-marijuana enforcement efforts, especially those aimed at decreasing electronic vaping device use in general, in order to prevent and decrease marijuana use.
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Affiliation(s)
- Caroline North
- Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX, USA.
| | - Alexandra Loukas
- Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX, USA.
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Zeller MH, Strong H, Reiter-Purtill J, Jenkins TM, Mitchell JE, Michalsky MP, Helmrath MA. Marijuana, e-cigarette, and tobacco product use in young adults who underwent pediatric bariatric surgery. Surg Obes Relat Dis 2023; 19:512-521. [PMID: 36567232 PMCID: PMC10461174 DOI: 10.1016/j.soard.2022.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 10/16/2022] [Accepted: 11/14/2022] [Indexed: 11/20/2022]
Abstract
BACKGROUND The postoperative course after pediatric metabolic and bariatric surgery (MBS) cuts across a developmental phase when substance-use behaviors emerge as significant public health concerns. OBJECTIVE We examined use of marijuana, conventional cigarettes, and alternate tobacco products/devices (e.g., e-cigarettes, hookah, smokeless, dissolvable) in young adults (YA) to 6 years postsurgery. SETTING Five academic medical centers. METHODS In a prospective observational cohort series, 139 surgical (Mage = 16.9, Mbody mass index [BMI] = 51.5, 80% female, 66% white) and 83 nonsurgical comparisons (Mage = 16.1, MBMI = 44.9, 82% female, 54% white) completed assessments at presurgery/baseline and postsurgery years 2, 4, and 6 (year 6 [2014-2018]: surgical n = 123 [89%], Mage = 23.0, MBMI = 39.8; nonsurgical n = 63 [76%], Mage = 22.4, MBMI = 53.6). Lifetime and current (past 30 days) use were reported. RESULTS Consistent with national YA trends (2014-2018), the most commonly used were (1) conventional cigarettes (30% surgical, 41% nonsurgical, nonsignificant [ns]); (2) marijuana (25% surgical, 27% nonsurgical, ns); and (3) e-cigarettes (12% surgical, 10% nonsurgical). A sizable minority (26% surgical, 18% nonsurgical) used one or more alternate tobacco product/device. Many YA reported persistent and/or heavy use (e.g., >50% marijuana at year 6 and year 2 or 4; ≈50% ≥.5 pack/d of cigarettes), suggesting more established (versus intermittent) health risk behaviors. For the surgical group at year 6, current tobacco product/device use was associated with lower BMI (P < .001) and greater percent weight loss (P = .002). CONCLUSIONS Pediatric MBS demonstrates promise in lowering risks for adult chronic disease, which may be diminished by age-typical health risk behaviors. Developmentally salient and holistic pediatric postoperative care guidelines are needed.
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Affiliation(s)
- Meg H Zeller
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.
| | - Heather Strong
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Jennifer Reiter-Purtill
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Todd M Jenkins
- Division of Pediatric General and Thoracic Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - James E Mitchell
- Department of Psychiatry and Behavioral Science, University of North Dakota, Fargo, North Dakota
| | - Marc P Michalsky
- Department of Pediatric Surgery, Nationwide Children's Hospital, Columbus, Ohio
| | - Michael A Helmrath
- Division of Pediatric General and Thoracic Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
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Kalan ME, Jebai R, Li W, Gautam P, Osibogun O, Alqahtani MM, Ward KD, Behaleh R, Bursac Z, Taleb ZB. High on Hookah: Smoking Marijuana from a Hookah among Adults in the United States, Population Assessment of Tobacco and Health Study, 2015-2019. Subst Use Misuse 2023; 58:657-665. [PMID: 36786640 PMCID: PMC10069405 DOI: 10.1080/10826084.2023.2177966] [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] [Indexed: 02/15/2023]
Abstract
Background: This study aimed to examine the trend and factors associated with smoking marijuana from a hookah device among US adults. Methods: Data were drawn from the Population Assessment of Tobacco and Health (PATH) Study, an ongoing nationally representative, longitudinal cohort study of the US population. Adult respondents who self-reported ever smoking marijuana from a hookah at Wave 5 (2018-19, N = 34,279 US adults) were included in the multivariable analysis. Trend analysis also was conducted using National Cancer Institute JoinPoint software from 2015 to 2019. Results: In 2018-19, an estimated 23.6 million (9.7%) US adults reported ever smoking marijuana from a hookah. Trend analysis showed the increasing prevalence of using marijuana from a hookah device from Wave 3 (8.9%) to Wave 5 (9.7%; time trend p = .007). Adults aged 25-44 years old (vs. 18-24; 13%, vs. 9%), whites (vs. Black; 11% vs. 9%), and lesbian, gay, or bisexual (LGB vs. straight; 17% vs. 9%) were more likely to report ever smoking marijuana from a hookah (ps < .05). Former and current users (vs. never users) of e-cigarettes (19% and 25% vs. 5%), cigarettes (11% and 21% vs. 2%), cigars (17% and 27% vs. 3%), and pipes (21% and 33% vs. 7%) and past 30-day blunt users (vs. non-users; 39% vs. 9%) were more likely to ever smoke marijuana from a hookah (ps < .05). Pregnant women (vs. non-pregnant; 12.8% vs. 8.6%; p = 0.03) were more likely to smoke marijuana from a hookah. Conclusions: Smoking marijuana from a hookah device is prevalent among young adults in the US, especially among vulnerable populations, and has increased significantly from 2015-2019.
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Affiliation(s)
| | - Rime Jebai
- Department of Epidemiology, Robert Stempel College of Public Health, Florida International University, Miami, FL
| | - Wei Li
- Department of Psychiatry, Yale School of Medicine, Yale University, New Haven, CT
| | - Prem Gautam
- Department of Epidemiology, Robert Stempel College of Public Health, Florida International University, Miami, FL
| | - Olatokunbo Osibogun
- Department of Epidemiology, Robert Stempel College of Public Health, Florida International University, Miami, FL
| | - Mohammed M Alqahtani
- School of Health Professions, University of Alabama at Birmingham, Birmingham, AL
| | - Kenneth D Ward
- School of Public Health, University of Memphis, Memphis, TN
| | - Raed Behaleh
- School of Health Sciences, Baldwin Wallace University, Berea, OH
| | - Zoran Bursac
- Department of Biostatistics, Robert Stempel College of Public Health, Florida International University, Miami, FL
| | - Ziyad Ben Taleb
- Department of Kinesiology, College of Nursing and Health Innovation, University of Texas at Arlington, Arlington, TX
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Abstract
Purpose of Review The purpose of this review was to describe the state-of-the-literature on research specific to cannabis vaping among youth and young adults. Recent Findings Out of 1801 records identified, a total of 202 articles met eligibility criteria for inclusion in this review. Most of this literature (46.0% of studies) was specific to the health effects of cannabis vaping, particularly EVALI (e-cigarette and vaping associated lung injury). Other research areas identified in the review included the etiology (24.3%) and epidemiology (24.8%) of cannabis vaping, in addition to articles on regulation (8.4%) and marketing (5.5%) of the same. Summary Cannabis vaping is increasingly common among youth and young adults and more prevalent is settings where recreational use for adults has been legalized. The literature documents a number of negative health effects of cannabis vaping for young people, along with risk factors and reasons for the same. Supplementary Information The online version contains supplementary material available at 10.1007/s40429-022-00413-y.
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