Modeling motivations for non-medical use of prescription drugs.

INTRODUCTION: Non-medical use of prescription drugs (NMUPD) is a growing problem among college-aged individuals. Motivations for use of a substance have been shown to predict consumption behavior across a variety of substances, but research on motivations for engaging in NMUPD is limited. We hypothesize that Confirmatory Factor Analysis (CFA) would support a two-factor latent structure for motivations (self-treatment and recreational) for NMUPD across three classes of drugs (stimulants, tranquilizers and sedatives, and pain relievers). METHODS: Data were collected from 1016 undergraduates attending a large southeastern university via an online survey. Motivations for use were subjected to a CFA for those participants who reported past-year use of each drug class (tranquilizer and sedative use n=138, pain reliever use n=189, and stimulant use n=258). RESULTS: Model fit varied across drug class. A two-factor model emerged for both pain relievers and stimulants, and each factor was positively correlated with one another and with frequency of use for both drug classes. A two-factor model was not a good fit for tranquilizers and sedatives. CONCLUSIONS: Motives for NMUPD are a relatively understudied construct. Although our initial results suggest that a proposed framework consisting of self-treatment and recreational motives might have some utility in explaining the use of stimulants and pain relievers, more research is needed to characterize motives for tranquilizers and sedatives. Additional research is also needed to develop assessment measures that capture the full range of motives for all three classes of NMUPD.

Associations among depressive symptoms, drinking motives, and risk for alcohol-related problems in veterinary students.

Hazardous alcohol consumption among medical students appears to occur at a level comparable to the general population; however, among medical students, it has been found that the motivation to use alcohol partially stems from unique stressors related to their professional training. Although veterinary students may also experience psychological distress in association with their training, little work has focused on the way that these students use alcohol to cope with their distress. The current study sought to examine the severity of depressive symptoms and alcohol consumption among veterinary students as well as students' specific motives for drinking alcohol. The majority of our sample reported experiencing at least one depressive symptom, and a significant proportion engaged in high-risk drinking, with men reporting more harmful alcohol use patterns. Drinking motives related to managing internal bodily and emotional states accounted for variance in drinking patterns. Further, drinking to ameliorate negative emotions partially accounted for the relationship between psychological distress and high-risk drinking. The results of this study suggest that depressive symptoms among veterinary students may be related to harmful drinking patterns, due to alcohol being used as a coping mechanism to regulate emotions. The findings from this study can be used to develop targeted interventions to promote psychological well-being among veterinary students.

Alcohol use, impulsivity, and the non-medical use of prescription stimulants among college students.

The non-medical use of prescription drugs (NMUPD) is a growing public health concern. College students have been identified as a particularly at risk population for engagement in NMUPD. Across all prescription drug classes, stimulants show the highest ratio of illicit to medical use and are thus important to examine within this population. Emerging research has suggested a relationship between the non-medical use of prescription stimulants (NMUPS) and alcohol use within the college student population. Finally, the construct of impulsivity may serve as an additional indicator for students who engage in NMUPS as well as those who engage in NMUPS/alcohol co-ingestion. The purpose of this paper is to expand on previous prevalence data collected for the past year NMUPS and NMUPS/alcohol co-ingestion. Additionally, this paper examines whether those who engage in NMUPS or NMUPS/alcohol co-ingestion differ significantly from their non-using counterparts on measures of alcohol use, alcohol related negative consequences, binge drinking, and impulsivity. Finally, binary logistic regression models indicated that increased alcohol use, alcohol related negative consequences, and impulsivity all significantly increase the odds of an individual engaging in NMUPS or NMUPS/alcohol co-ingestion.

The role of personality variables in drinking game participation.

Drinking games are prevalent among college student and associated with increased risk of experiencing negative alcohol-related consequences. Personality variables, and specifically impulsivity and sensation seeking, have been linked to increased alcohol consumption and related negative consequences, but research on the relationship between personality and drinking game participation is limited. The current study used path analysis to assess the impact of sensation seeking and impulsivity on frequency of drinking game participation and related consequences in a sample of undergraduate college students. Findings suggest that sensation seeking and impulsivity are positively associated with frequency of drinking game participation. Both impulsivity and sensation seeking had a direct effect on negative consequences associated with drinking games, and both had an indirect relationship when controlling for the frequency of drinking game participation. The results are largely consistent with previous studies in suggesting that impulsivity and sensation seeking play a role in predicting risky alcohol use and related negative consequences. Understanding the relationship between personality variables and negative drinking game consequences may better inform the treatment of hazardous drinking among college students.

Alcohol-related problems and life satisfaction predict motivation to change among mandated college students.

The present study investigated the role specific types of alcohol-related problems and life satisfaction play in predicting motivation to change alcohol use. Participants were 548 college students mandated to complete a brief intervention following an alcohol-related policy violation. Using hierarchical multiple regression, we tested for the presence of interaction and quadratic effects on baseline data collected prior to the intervention. A significant interaction indicated that the relationship between a respondent's personal consequences and his/her motivation to change differs depending upon the level of concurrent social consequences. Additionally quadratic effects for abuse/dependence symptoms and life satisfaction were found. The quadratic probes suggest that abuse/dependence symptoms and poor life satisfaction are both positively associated with motivation to change for a majority of the sample; however, the nature of these relationships changes for participants with more extreme scores. Results support the utility of using a multidimensional measure of alcohol related problems and assessing non-linear relationships when assessing predictors of motivation to change. The results also suggest that the best strategies for increasing motivation may vary depending on the types of alcohol-related problems and level of life satisfaction the student is experiencing and highlight potential directions for future research.

Thinking and drinking: alcohol-related cognitions across stages of adolescent alcohol involvement.

Alcohol-related cognitions, particularly expectancies for drinking and nondrinking and motives for nondrinking, are involved in the initiation, maintenance, and cessation of alcohol use and are hypothesized to play key roles in adolescent decision making. This study explored (a) the relationships between alcohol use expectancies, nondrinking expectancies, and nondrinking motives; (b) the roles of these cognitions across hypothesized developmental stages of adolescent alcohol use; and (c) the relationships between these cognitions and recent or intended future changes in drinking behavior in a cross-sectional sample. Surveys assessing alcohol use behaviors and attitudes were administered to 1,648 high school students. Heavier drinkers reported more positive alcohol use expectancies and fewer nondrinking motives than did lighter drinkers or nondrinkers; however, nondrinking expectancies only differed between nondrinkers and rare drinkers and all subsequent drinking classes. Alcohol use expectancies, nondrinking expectancies, and nondrinking motives differentiated students who recently initiated alcohol from those who had not, while nondrinking expectancies and nondrinking motives differentiated binge-drinking students who had made recent efforts to reduce/stop their drinking from those who had not. Intentions to initiate or reduce drinking in the coming month were also associated with these alcohol-related cognitions. Drinking and nondrinking expectancies and motives for not drinking may play critical roles in decisions to alter alcohol-use behavior during adolescence. Future exploration of temporal relationships between changes in alcohol-related cognitions and behavioral decision making will be useful in the refinement of effective prevention and intervention strategies.