Correlates of cannabis vape-pen use and knowledge among U.S. college students.
Addictive Behaviors Reports 7 (2018) 32–39
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Addictive Behaviors Reports
journal homepage: www.elsevier.com/locate/abrep
Correlates of cannabis vape-pen use and knowledge among U.S. college
students
T
⁎
Tessa Frohea, , Robert F. Leemana,b, Julie Patock-Peckhamc, Anthony Eckerd,e, Shane Krausf,
Dawn W. Fosterb
a
University of Florida, Department of Health Education and Behavior, College of Health and Human Performance, P.O. Box 118210, Gainesville, FL 32611, USA
Yale School of Medicine, Department of Psychiatry, 300 George St., Suite 901, New Haven, CT 06511, USA
c
Arizona State University, Department of Psychology, 950 S. McAllister Ave, Tempe, AZ 85287, PO Box 871104, Tempe, AZ 85287-1104, USA
d
South Central MIRECC, Michael E. DeBakey VA Medical Center, 2002 Holcombe Blvd, Houston, TX 77030, USA
e
Baylor College of Medicine, Texas Medical Center, 1 Baylor Plaza, Houston, TX 77030, USA
f
VISN 1 New England MIRECC, Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA, USA
b
A R T I C L E I N F O
A B S T R A C T
Keywords:
Marijuana
Vaporizer
College students
Substance use
Attitudes
Cannabis
Introduction: The proliferation of electronic devices, such as vape-pens, has provided alternative means for
cannabis use. Research has found cannabis-vaping (i.e., vape-pen use) is associated with lower perceived risks
and higher cannabis use. Knowledge of these products may increase likelihood of subsequent use. As policies for
cannabis shift, beliefs that peers and family approve of this substance use (injunctive norms) increase and there
has been an increase in vape-pen use among young adults (18–35 year olds); however, correlates thereof remain
unknown. Young adults often engage in cross-substance use with cannabis and alcohol, making alcohol a potential correlate of cannabis vape-pen use and knowledge. Therefore, we examined alcohol use and other potential correlates of vape-pen use and knowledge among a sample of university students.
Methods: This secondary data analysis utilized surveys at multiple colleges in the U.S. (N = 270). Alcohol use,
social anxiety, cannabis expectancies, injunctive and descriptive norms and facets of impulsivity were examined
as correlates of vape-pen use and knowledge using bivariate correlations and logistic regressions.
Results: Alcohol use was correlated with cannabis vape-pen use and knowledge. Frequency of cannabis use, peer
injunctive norms, and positive expectancies were associated with increased likelihood of vape-pen use. Lack of
premeditation, a facet of impulsivity, was associated with cannabis vape-pen knowledge.
Conclusions: Given the unknown nature and consequences of cannabis vape-pens, the present findings offer
valuable information on correlates of this behavior. Further, correlates of knowledge of vape-pens may point to
areas for education and clinical intervention to prevent heavy cannabis vape-pen use.
1. Introduction
Cannabis is the most commonly used illicit substance in the United
States (U.S.) (SAMHSA, 2014) and is increasing among young adults
(18–25 year olds; Gaher & Simons, 2007; Phillips, Phillips, Lalonde, &
Tormohlen, 2015; SAMHSA, 2014). As use increases, perceptions of
cannabis use may become more favorable (Buckner, 2013) with lower
perceived risks (Budney, Sargent, & Lee, 2015). Perceived risk influences behavior change, and may be fostered by knowledge and personal
beliefs (Ryan, 2009).
The Integrated Behavioral Model (IBM; Montaño & Kasprzyk, 2015)
is an extension of the Theory of Reasoned Action and the Theory of
Planned Behavior (Ajzen & Fishbein, 1980; Fishbein & Ajzen, 1977;
Janz & Becker, 1984; Rosenstock, 1974). These theories emphasize the
importance of attitudes, subjective norms, and perceived control as
having direct influence over one's intentions to perform a behavior. The
IBM utilizes these constructs but adds knowledge and personal beliefs
as key constructs in predicting if someone will carry out a behavior or
not. Specifically knowledge is theorized to affect an individual's behavior
directly (i.e. salience of behavior, environment, habit, and knowledge;
Jaccard, Dodge, & Dittus, 2002). The IBM posits that even if one has a
strong intention, they still need the requisite knowledge in order to
carry out a behavior (Montaño & Kasprzyk, 2015).
As new cannabis routes of administration emerge, it is important to
⁎
Corresponding author at: University of Florida, Department of Health Education and Behavior, College of Health and Human Performance, P.O. Box 118210, Gainesville, FL 32611,
USA.
E-mail address: tfrohe@ufl.edu (T. Frohe).
https://doi.org/10.1016/j.abrep.2017.11.004
Received 11 June 2017; Received in revised form 16 November 2017; Accepted 16 November 2017
Available online 21 November 2017
2352-8532/ © 2017 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/BY-NC-ND/4.0/).
Addictive Behaviors Reports 7 (2018) 32–39
T. Frohe et al.
2.2. Normative beliefs
examine how knowledge of these methods may foster use (Farrell,
2001; Ryan, 2009). Knowledge of cannabis products has not been
consistently shown to increase overall use, however it has been linked
to increasing positive attitudes towards the substance, which can then
lead to increased substance use (Farrell, 2001). Prior research, although
concerning electronic cigarettes (e-cigarettes) for nicotine rather than
cannabis, explains that many young adults will likely try new technologies to administer substances. Specifically, as e-cigarette technology improves for nicotine, these same devices provide alternative
means for cannabis use, such as through a cannabis vape-pen (Brown &
Cheng, 2014; Giroud et al., 2015). Given that simply knowing about a
device or a new way to use a substance (i.e. cannabis vape-pens) may
affect an individual's behavior, as theorized by the IBM, examining
knowledge of cannabis vape-pen use may offer valuable insight to
possible risk factors for subsequent use, and means of potential behavior change.
Several common portable electronic devices are used for vaping
cannabis (i.e., “vape-pens”). These devices are commercially available
and the most popular design resembles e-cigarettes (Brown & Cheng,
2014; Lee, Crosier, Borodovsky, Sargent, & Budney, 2016). Given lack
of regulation, varying devices, and tetrahydrocannabinol (THC) potencies of products, components within the vapor produced by cannabis
vape-pens are not well understood and gauging how much THC is administered can be difficult (Cranford, Bohnert, Perron, Bourque, &
Ilgen, 2016; Douglas et al., 2015; Giroud et al., 2015). However, vapepens are potentially appealing to cannabis users because of their less
detectable odor and perception of reduced negative health effects
compared to smoking cannabis (Budney et al., 2015; Etter, 2015;
Johnson et al., 2016; Malouff, Rooke, & Copeland, 2014). U.S. national
surveys have found b (...truncated)