Theses and Dissertations
This collection includes both ASU Theses and Dissertations, submitted by graduate students, and the Barrett, Honors College theses submitted by undergraduate students.
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- Creators: Meier, Madeline
Description
Before the introduction of mobile/online forms of gambling, “brick and mortar” gambling was the typical form of gambling. Now, the use of mobile phones allows for greater accessibility and convenience to gambling. This modern method of gambling has attracted newer younger audiences such as college students which poses an increasing concern about problem gambling among younger individuals. Since alcohol use problems tend to co-occur with problem gambling, it is important to consider alcohol use as a predictor of problem gambling. Other factors that could potentially influence the relation between alcohol use problems and problem gambling are financial stress (as an indicator of socioeconomic status) and sensation seeking; however, the potential interactive effects of these variables with problem alcohol use in predicting problems remain unclear. The main goals of the current study were to examine the unique and interactive influences of alcohol use problems, sensation seeking, and financial stress in relation to problem gambling. The sample for the current study was taken from the Psychology participant pool enrolled at Arizona State University and met the minimum age requirement of 18 (N = 793, 64.1% Male). All analyses were conducted using R Studio (R Core Team, 2023). I ran a a series of logistic regression models for my covariates only, main effects (alcohol use problems and financial stress or alcohol use and sensation seeking) models while controlling for covariates, and interaction models (alcohol use problems multiplied by financial stress and alcohol use problems multiplied by sensation seeking). Results showed that alcohol use problems and sensation seeking were not significant predictors of problem gambling. However, financial stress (SES), sex (male), and age proved to be significant predictors of problem gambling. There were no interactions found between alcohol use problems and socioeconomic status or sensation seeking on problem gambling outcomes. Although some results from the current study are inconsistent with existing literature, the significant findings provide insight into potential future directions and treatment programs for problem gambling among college students. Further studies are needed to develop a more comprehensive understanding of the complex interactions between alcohol use problems, socioeconomic status, and sensation seeking in relation to problem gambling.
ContributorsIn, Noah (Author) / Cruz, Rick (Thesis director) / Corbin, William (Committee member) / Meier, Madeline (Committee member) / Barrett, The Honors College (Contributor) / Department of Psychology (Contributor)
Created2023-12
Description
Alcohol use disorder (AUD) causes immense global burden and has a significant impact on economic and societal functioning. Efficacious treatments for AUDs have been well-established within the literature, however the most commonly accessed treatments for AUD are alcohol-related services, such as self-help groups, outpatient clinics, and detoxification centers. Though studies suggest these services are effective at treating AUDs, there are numerous differences between individuals who receive alcohol-related services and individuals who do not, causing selection bias. Furthermore, current studies of alcohol-related services frequently define recovery outcomes as abstinence, which reduces variability in viable recovery outcomes, such as reduction of drinking behaviors. In addition, reduction in drinking and alcohol-related problems should theoretically have an impact on broader aspects of functioning, such as familial functioning. Improved familial context may reduce risk to family members, who are otherwise at heightened risk for emotional and behavioral problems when living with a family member with AUD. The current study investigated the effect of alcohol-related services on binary and continuous drinking outcomes after eliminating selection bias using multiple propensity score approaches, to identify the best methodology for a high-risk community sample of individuals with AUD. Propensity scores were created using logistic regression approaches and boosted regression trees. Matching, weighting, and subclassification were used, and matching was performed both using greedy and global approaches. Results suggested subclassification was the most successful method for real world alcohol-related services samples with moderate sample size. Moreover, findings demonstrated that boosted regression approaches were less successful than logistic regression approaches at minimizing the effects of selection bias on known confounding variables that are highly related to group selection. In addition, after removing the effects of selection bias, there were no significant difference between participants who received alcohol-related services and the comparison control group on drinking or family functioning, though both groups reduced drinking from pre- to post-alcohol-related services receipt. Findings suggest careful selection of quasi-experimental methods is warranted in real-world samples, to ensure optimal removal of selection bias. Moreover, future studies should continue to clarify the profile of individual that benefits from alcohol-related services to inform intervention efforts.
ContributorsSternberg, Ariel (Author) / Chassin, Laurie (Thesis advisor) / Corbin, William (Committee member) / Meier, Madeline (Committee member) / Grimm, Kevin (Committee member) / Arizona State University (Publisher)
Created2021