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Borsari, B. E., & Carey,
K. B. (2000). Effects of a brief motivational intervention with college
student drinkers. Journal of Consulting and Clinical Psychology, 68,
728-733.
This study consists
of a randomized controlled trial of a one-session motivational intervention
for college student binge drinkers. Sixty students who reported binge
drinking two or more times in the past 30 days were randomly assigned
to either a no-treatment control or a brief intervention group. The intervention
provided students with feedback regarding personal consumption, perceived
drinking norms, alcohol-related problems, situations associated with heavy
drinking, and alcohol expectancies. At 6-week follow-up, the brief intervention
group exhibited significant reductions on number of drinks consumed per
week, number of times drinking alcohol in the past month, and frequency
of binge drinking in the past month. Estimates of typical student drinking
mediated these reductions. This study replicates earlier research on the
efficacy of brief interventions with college students, and extends previous
work regarding potential mechanisms of change.
Borsari, B., & Carey,
K. B. (2001). Peer influences on college drinking: A review of the research.
Journal of Substance Abuse, 13, 391-424.
Peer pressure is
consistently implicated in the excessive drinking of college students.
However, both theory and empirical findings suggest that peer pressure
is a combination of three distinct influences: overt offers of alcohol,
modeling, and social norms. Overt offers of alcohol can range from polite
gestures to intense goading or commands to drink. Modeling occurs when
the student's behavior corresponds to another student's concurrent drinking
behavior. Perceived social norms can serve to make excessive alcohol use
appear common and acceptable to the student. This review critically examines
the literature on each form of peer influence and provides suggestions
for future research.
Borsari, B. E., Neal, D.
J., Collins, S. E., & Carey, K. B. (2001). Differential utility of
three indices of risky drinking for predicting alcohol problems in college
students. Psychology of Addictive Behaviors, 15, 321-324.
This study evaluated
the relationship between alcohol-related problems and three indices of
risky drinking in college student drinkers: number of drinks consumed
per week, frequency of binge drinking, and blood alcohol levels (BALs).
Use of two independent samples (N1=204; N2=181) allowed a cross-validation
of obtained associations. Results indicated that neither binge drinking
frequency nor BALs were more highly related to alcohol-related problems
than was weekly drinking. Furthermore, BALs did not provide unique explanatory
power in accounting for alcohol-related problems; mixed results were obtained
regarding the relationship of binge drinking estimates with problems.
Carey, K. B. (2001). Understanding
binge drinking: Introduction to the special issue. Psychology of Addictive
Behaviors, 15, 283-286.
Widespread interest in
binge drinking, demonstrated by scientists, public policy makers, and
educators, served as the impetus for assembling this special issue. The
contents represent state-of-the-science conceptualizations and empirical
work on the topic of binge drinking. Beginning with two invited essays,
the issue contains a selection of empirical articles that reflect experimental
and correlational designs, longitudinal studies of the course and correlates
of binge drinking, and controlled intervention trials. These articles
address the construct validity of binge drinking, as well as its utility
as a high-risk marker in both theory-testing and intervention contexts.
This introductory essay raises several advantages and disadvantages of
continued use of the term binge drinking, and suggests alternatives for
use in research and applied contexts.
Collins, S. E., Carey, K.
B., & Sliwinski, M. J. (2002). Mailed personalized normative feedback
as a brief intervention for at-risk college drinkers. Journal of Studies
on Alcohol, 63, 559-567.
Objective: The current
study examined the efficacy of mailed personalized normative feedback
(PNF) as a brief alcohol intervention for at-risk college drinkers and
investigated discrepancy as a possible mediator of the intervention effect.
Method: Participants consisted of 100 at-risk college drinkers who completed
an alcohol-use assessment at baseline, six-week posttest, and six-month
follow up. Measures included number of drinks consumed per heaviest drinking
week, frequency of heavy-drinking episodes, peak blood alcohol level,
and number of alcohol-related problems, all for the last month. Participants
were randomly assigned to either a mailed brief intervention (MBI; n =
49) or attention-control (C; n = 51) group. The MBI group received mailed
PNF based on baseline responses to the drinking measures, whereas the
C group received a psychoeducational brochure about alcohol. Results:
Mixed-model, repeated-measures ANOVAs were used to examine the effects
of time, group, and gender on discrepancy and the drinking variables.
Following the intervention, the MBI group reported significantly higher
perceived discrepancy between self and others' drinking than the C group.
The MBI group reported consuming significantly fewer drinks per heaviest
drinking week and binging less frequently than the C group at the six-week
posttest; however, these differences were no longer evident at the six-month
follow up. Hierarchical regression analyses did not provide evidence for
the hypothesized mediating effect of discrepancy. Conclusions: Mailed
PNF may be a cost- and time-efficient means of developing discrepancy
and temporarily reducing heavy alcohol consumption among at-risk college
drinkers.
Correia, C. J., Carey, K.
B., & Borsari, B. (2002). Measuring substance-free and substance-related
reinforcement in the natural environment. Psychology of Addictive Behaviors,
16, 28-34.
The current study sought
to provide further evidence for the validity of a modified version of
the Pleasant Events Schedule (PES) designed to measure substance-free
and substance-related reinforcement. A sample of 134 young adults completed
the modified PES along with measures of substance use and quality of life.
The results extend previous research on the modified PES in three ways:
(a) Information regarding the relationships between substance-related
reinforcement and substance use are expanded to include substance-use
frequency, quantity and related negative consequences; (b) Relationships
between substance-free reinforcement and non-substance-related variables
are established; (c) The distinctiveness of the substance-free and substance-related
reinforcement scores is demonstrated. The utility of reinforcement surveys
in the study of substance use is discussed, with special emphasis placed
on possible treatment implications.
Carey, K. B. & Hustad, J.T.P.
(2002). Are retrospectively reconstructed blood alcohol concentrations
accurate? Preliminary results from a field study. Journal of Studies
on Alcohol, 63, 762-766.
Objective: The purpose of this study was to evaluate the relationship
between blood alcohol concentration (BAC) derived from an in vivo breath
test and retrospective estimates of BAC (eBAC) for the same drinking event.
The relationship was expected to be lower at higher levels of BAC, due
to inaccuracies in recall of self-report data. Method: The sample consisted
of 44 persons (64% male) who were walking away from a bar district adjacent
to a university campus. After giving informed consent, participants provided
a breath sample and contact information. The next day a research assistant
contacted the participants and conducted a brief telephone interview to
obtain self-report data necessary to calculate the eBAC for the previous
evening, using the equation described by the National Highway Traffic
Safety Administration. Results: The actual BACs and eBACs were not significantly
different, and they were highly correlated (r [43] = .84). BAC did predict
the magnitude of discrepancy between the two, and at BACs over .08, the
relationship was nonsignificant. Conclusion: Although self-report data
can be used to approximate the BAC obtained during a naturally occurring
drinking event, the relationship is moderated by measured level of intoxication.
Retrospective calculations are less accurate when estimating higher BACs.
Borsari, B. & Carey, K.
B. (2003). Descriptive and injunctive norms in college drinking: A meta-
analytic integration. Journal of Studies on Alcohol, 64, 331-341.
Objective: Many college students overestimate both the drinking behaviors
(descriptive norms) and the approval of drinking (injunctive norms) of
their peers. As a result, consistent self-other discrepancies (SODs) have
been observed, in which self-perceptions of drinking behaviors and approval
of drinking are usually lower than comparable judgments of others. These
self-other discrepancies form the foundation of the currently popular
"social norms approach" to alcohol abuse prevention, which conveys to
students the actual campus norms regarding drinking behaviors and approval
of alcohol use. However, little attention has been paid to the factors
that can influence the magnitude of self-other discrepancies. Method:
This meta-analytic integration of twenty three studies evaluated the influence
of five predictors of SODs: norm type (injunctive or descriptive), gender,
reference group, question specificity, and campus size. These studies
rendered 102 separate tests of self-other differences in descriptive and
injunctive forms, representing the responses of 53,825 participants. Results:
All five predictors were significantly related to self-other differences
in the perception of norms. Greater self-other discrepancies were evident
for injunctive norms, estimates by women, distal reference groups, non-specific
questions, and on smaller campuses. Conclusions: More systematic attention
should be given to how norms are assessed; specifically, SODs can be maximized
or minimized depending on the specificity of the behaviors/attitudes evaluated
and the reference groups chosen for comparison.
Correia, C. J., Carey, K.
B., Simons, J. S. & Borsari, B. E. (2003). Relationships between binge
drinking and substance-free reinforcement in a sample of college students:
A preliminary investigation. Addictive Behaviors, 28, 361-368.
This paper investigates
relationships between substance use and reinforcement derived from specific
categories of substance-free activities among a sample of 116 college
undergraduates. Data from a standardized behavioral inventory was used
to compare the frequency, pleasure, and reinforcement potential of substance-free
events and activities experienced by binge drinkers and a control group.
Binge drinkers reported significantly lower scores across a variety of
substance-free activity categories. These results are consistent with
a growing body of evidence linking substance use and deprivation of substance-free
reinforcement.
Carey, K. B, Neal, D. J.,
& Collins, S. E. (2004). A psychometric analysis of the Self-Regulation
Questionnaire. Addictive Behaviors, 29, 253-260.
The self-regulation questionnaire
(SRQ) is a 63-item instrument designed to measure the generalized ability
to regulate behavior so as to achieve desired future outcomes. This study
extended previous psychometric evaluations of the SRQ by determining the
factor structure and internal consistency of the SRQ and providing convergent
and discriminant evidence for its validity. Participants were undergraduates
(N = 391; 55% women) from two consecutive semesters (n1 = 208; n2 = 183).
A single-factor solution emerged (31 items), invariant across gender and
semester. These items were combined to create a short version of the SRQ
(SSRQ; alpha = .92), which was highly correlated with the original SRQ
(r = .96). Unrelated to demographic variables and alcohol use, the SSRQ
correlated significantly with alcohol-related problems. The association
between the SSRQ and problems remained even after controlling for social
desirability and alcohol consumption. These results support the use of
the SSRQ in young adult samples. Further psychometric evaluation of the
SSRQ is necessary, however, to further establish its validity and utility
as a measure of generalized self-regulation capacity.
Neal, D. J., & Carey
K. B. (2004). Developing discrepancy within self-regulation theory: Use
of personalized normative feedback and personal strivings. Addictive
Behaviors, 29, 281-297.
Efforts to reduce the frequency of high-risk drinking have included the
use of motivational interventions. Both the technique used in motivational
interventions and an underlying theory of behavior change (i.e., Self-Regulation
Theory) invoke the construct of discrepancy development. This study was
designed to determine whether techniques purported to develop discrepancy
actually do so and to compare methods of developing discrepancy on indices
of intention to reduce alcohol use. Male and female college drinkers (N=92)
were selected if they reported 2 or more binge episodes in the last month,
or scored 4 or higher on the Rutgers Alcohol Problem Index. Participants
were randomly assigned by gender to three conditions all conducted in
a small group format: attention-control, personalized normative feedback
(PNF), and personal strivings assessment (PSA). Personalized normative
feedback was designed to develop discrepancy based on behavioral comparisons
of self and others. Personal strivings assessment was designed to develop
discrepancy between current and ideal self. It was hypothesized that participants
who engage in discrepancy building activities would experience discrepancy
specific to the activity in which they engaged, and that all participants
who developed discrepancy would show higher levels of intention to reduce
alcohol use. Results indicated that only the personalized normative feedback
increased discrepancy and intention to reduce alcohol use.
Borsari, B. & Carey, K.
B. (2005). Two brief alcohol interventions for referred students.
Psychology of Addictive Behaviors, 19, 296-302.
Encouraging but limited
research indicates that brief motivational interventions may be an effective
way to reduce heavy episodic drinking in college students. At two campuses,
students (83% male) mandated to a substance use prevention program were
randomly assigned to one of two individually administered conditions:
a brief motivational interview (BMI; n = 34) or an alcohol education session
(AE; n = 30). BMI students reported fewer alcohol-related problems than
the AE students at 3- and 6-month assessments. Trends towards reductions
in number of binge drinking episodes and typical blood alcohol levels
were seen in both groups. Process measures confirmed the integrity of
both interventions. Findings demonstrate that mandated BMIs can reduce
alcohol problems in students referred for alcohol violations.
Neal, D. J., Sugarman, D. E., Hustad, J. T. P., Caska, C., & Carey, K. B. (2005). It's all fun and games... Or is it? Collegiate sporting events and celebratory drinking. Journal of Studies on Alcohol, 66, 291-294.
Objective: Heavy drinking is prevalent on college campuses, and collegiate sporting events may precipitate heavy drinking. Despite this, relatively few studies have examined student drinking on the days of sporting events. In 2003, Syracuse University won the NCAA college basketball national championship; ongoing data collection allowed an investigation of alcohol consumption at Syracuse University during the two Final Four game days. The goals of the study were to examine the level of alcohol use on theses days and examine factors related to game-day consumption.
Method: As a part of an ongoing study, 206 undergraduate students completed several questionnaires, then returned weekly daily drinking diaries for four consecutive weeks. Results: Alcohol consumption levels on the two game days exceeded what is typical on campus. Further analyses conducted using zero-inflated negative binomial regression modeling demonstrated that heavier drinkers were more likely to drink alcohol, and drink alcohol heavily, on both game days. Furthermore, lack of impulse control was independently associated with an increased likelihood of drinking on both days.
Discussion: Although results from this study should be considered preliminary, these data document heavier drinking associated with high profile athletic events. Sporting events may be a particularly opportune time and venue for collegiate risk reduction programs.
Collins, S. E., Carey, K. B., & Smyth, J. (2005). Relationships of linguistic and motivation variables with drinking outcomes following two mailed brief interventions. Journal of Studies on Alcohol, 66, 526-535.
Objective: This study is a posthoc analysis of linguistic and motivation variables found in writing samples following the administration of two mailed brief interventions.
Method: At-risk college drinkers (N = 100) received personalized normative feedback (PNF) or an alcohol education brochure (AE) via mail. Participants responded to open-ended questions, describing their reactions to the information they received. The writing samples were then coded for linguistic characteristics using the Linguistic Inquiry and Word Count program and for proportions of self-motivational statements using a modified version of the Motivational Interviewing Skills Code.
Results: Group comparisons indicated that the PNF group used a significantly higher percentage of first person singular and school-related words, whereas the AE group used a higher percentage of discrepancy, second person and body-related words. Further, the PNF group produced more language consistent with motivation to change than the AE group. Hierarchical regressions testing moderation and mediation indicated that linguistic references to school and motivation moderated the group effect on changes in consumption during the heaviest drinking week. Further, although group predicted reduction in heavy, episodic drinking, its effect was completely mediated by linguistic variables.
Conclusions: Findings confirmed that PNF elicits distinct verbal responses that are associated with increased motivation and behavior change.
Carey, K. B., Borsari, B., Carey, M. P., & Maisto, S. A. (2006). Patterns and importance of self-other differences in college drinking norms. Psychology of Addictive Behaviors, 20, 385-393 College students overestimate other students' drinking behavior (descriptive norms) and attitudes (injunctive norms). This study explored the effects of demographics, norm type, and reference group on the magnitude of self-other differences (SODs). Participants (N = 1611; 64% women) completed surveys assessing demographics, drinking patterns, and perceived norms. A subset of 122 students provided consumption data one month later to test predictors of changes in drinking. Overall, women and non-Greeks reported larger SODs for both norm types compared to men and Greeks. Heavier drinkers reported smaller SODs. Gender-by-reference group interactions revealed that women had larger SODs for reference groups increasingly distal to them; for men, the largest SODs occur for close friends versus more distal groups. Larger SODs for descriptive norms predicted increases in drinking, consistent with Social Norms Theory.
Carey, K. B., Carey, M. P., Maisto, S. A., & Henson, J. M. (2006). Brief motivational interventions for heavy college drinkers: A randomized controlled trial. Journal of Consulting and Clinical Psychology, 74, 943-954.? This randomized controlled trial evaluated brief motivational interventions (BMI) for at-risk college drinkers. Heavy drinking students (N = 509; 65% female) were randomized into one of six intervention conditions formed by crossing baseline timeline followback (TLFB) interview (present versus absent) and intervention type (Basic BMI, BMI enhanced with a decisional balance module, or none). Assessments completed at baseline, one-, six-, and twelve-months measured typical and risky drinking as well as drinking-related problems. Relative to controls, the TLFB interview reduced consumption but not problems at one-month. The Basic BMI improved all drinking outcomes beyond the effects of the TLFB at one month, whereas the Enhanced BMI did not. Risk reduction achieved by brief interventions maintained throughout the follow-up year.
Neal, D. J., & Carey, K. B. (in press). The association between alcohol intoxication and alcohol-related problems: An event-level analysis. Psychology of Addictive Behaviors. Heavy drinking students experience a myriad of alcohol-related negative consequences. Use of event-level data permits predictions to be made regarding (a) the likelihood of alcohol-related consequences occurring after specific drinking events, and (b) moderators of the association between intoxication and consequences. College students (N = 206, 64% female) completed four consecutive 7-day drinking diaries and turned them in weekly. The diaries yielded prospective event-level data on daily drinks, time spent drinking, and negative consequences related to each drinking event. Alcohol intoxication on a given day was significantly associated with increased levels of risk, although this association was moderated by average level of intoxication. Furthermore, self-regulation, self-control, impulsivity, and negative reinforcement drinking motives also moderated the event-level association between daily intoxication and likelihood of negative consequences, and results suggest that self-regulation subsumes impulsivity, self-control, and negative reinforcement drinking motives.
Collins, S. E., & Carey, K. B. (in press). The theory of planned behavior as a model of heavy episodic drinking among college students. Psychology of Addictive Behaviors. This study provided a simultaneous, confirmatory test of the theory of planned behavior (TPB) in predicting heavy episodic drinking (HED) among college students. It was hypothesized that past HED, drinking attitudes, subjective norms and drinking refusal self-efficacy would predict intention, which would in turn predict future HED. Participants consisted of 131 college drinkers (63% female) who reported having engaged in HED in the previous two weeks. Participants were recruited and completed questionnaires within the context of a larger intervention study (see Collins & Carey, 2005). Latent factor structural equation modeling was used to test the ability of the TPB to predict HED. Chi-square tests and fit indices indicated good fit for the final structural models. Self-efficacy and attitudes but not subjective norms significantly predicted baseline intention, and intention and past HED predicted future HED. Contrary to hypotheses, however, a structural model excluding past HED provided a better fit than a model including it. A TPB model excluding past behavior, which is arguably more parsimonious and theory driven, may provide better prediction of HED among college drinkers than a model including past behavior.
Carey, K. B., Scott-Sheldon, L., Carey, M. P., & DeMartini, K. (in press). Individual-level interventions to reduce college student drinking: A meta-analytic review. Addictive Behaviors. In light of increasing numbers of controlled studies evaluating alcohol abuse prevention interventions for college drinkers, we conducted a meta-analysis to summarize the current status of the literature. The meta-analysis includes 62 studies, published between 1985-early 2007, with 13 750 participants and 98 intervention conditions. All studies were content coded for study descriptors, participant characteristics, and intervention components. We derived weighted mean effect sizes for alcohol interventions versus comparison conditions for consumption variables and alcohol-related problems, over four measurement intervals. Over follow-up intervals lasting up to 6 months, participants in risk reduction interventions drank significantly less relative to controls. Students receiving interventions also reported fewer alcohol-related problems over longer intervals. Moderator analyses suggest that individual, face-to-face interventions using motivational interviewing and personalized normative feedback predict greater reductions in alcohol-related problems. Implications for future research include attention to maintenance of effects, and developing more efficacious interventions for at-risk college drinkers.
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