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- Creators: Jimenez Arista, Laura
- Creators: School of Social Transformation
- Member of: Theses and Dissertations
- Resource Type: Text
- Status: Published
Description
We attempted to apply a novel approach to stock market predictions. The Logistic Regression machine learning algorithm (Joseph Berkson) was applied to analyze news article headlines as represented by a bag-of-words (tri-gram and single-gram) representation in an attempt to predict the trends of stock prices based on the Dow Jones Industrial Average. The results showed that a tri-gram bag led to a 49% trend accuracy, a 1% increase when compared to the single-gram representation’s accuracy of 48%.
ContributorsBarolli, Adeiron (Author) / Jimenez Arista, Laura (Thesis director) / Wilson, Jeffrey (Committee member) / School of Life Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
Description
The label of “honors student,” and the status it carries, implies exceptional academic ability, maturity, and accomplishment. The notion that “honors” students are more capable than non-honors students dismisses the particular needs of intersecting identities including gender, race, and/or ability. Said differently, the “honors” designation erases identity and difference. For instance, “honors” students who live with mental illness(es) navigate social spaces and physical structures that assert notions of “success” that are informed by conditions that inhibit bodily function, communication, and educational accomplishment as set by capitalist and ableist standards. Moreover, ableist notions of “success” are always inherently racialized and gendered such that “honors” students women of color living with mental illness are forced to navigate racist and gendered overtones informing academic “success.” Focusing on how students think about and embody the labels of “honors” and “mentally ill” provides unique insight on how the systems of higher education are based in ableist ideology. In this Artist Statement, I discuss my performance Crazy/Smart, a performance that features and stages students’ narratives detailing the means by which students navigate ableism as “honors” students. Using embodied knowledge through performance allows students to decenter dominant, institutionalized narratives about ableism and higher education, speaking up to administrators as people of power and redefining personal success. In this Artist Statement, I detail the theory and method framing my performance Crazy/Smart, a performance using “honors” student stories and narratives to highlight and resist ableist ideology informing higher education more generally and “honors” education more specifically. This Statement includes four sections. First, I provide the theoretical framework that outlines ableism as an embodied ideology. Second, I extend my argument and turn to critical pedagogy to suggest a performance means to resist ableist ideology. Third, I describe the specificities informing my performance including the choices I made to stage ableism as an ideological structure organizing higher education. The fourth and final section is the attached Crazy/Smart script.
ContributorsBishop, Molly Elizabeth (Author) / Rohd, Michael (Thesis director) / Linde, Jennifer (Committee member) / School of Film, Dance and Theatre (Contributor) / School of Social Transformation (Contributor) / Hugh Downs School of Human Communication (Contributor) / Barrett, The Honors College (Contributor)
Created2020-05
Description
This thesis explores the connection between how the stigmatization of mental illness may be perpetuated by health care workers and the effect this has on individuals using mental health care services, focusing on how it negatively impacts the outcome of treatment. Much research and studies have been done on the topic of stigma, but few have surveyed how mental health care service users are directly impacted by stigma, specifically from members of the health care community. The Tempe Mental Health Court, a local alternative program for individuals who have diagnosed serious mental health issues and have committed misdemeanor offenses, is an exemplar of a treatment program that may be impacted by this stigma. Literature research collected for this paper analyzed how stigmatization is perpetuated through actions and words, and how this negatively impacts the stigmatized. Additionally, research was also gathered on how mental health care workers may play a part in the stigmatization of mental illness. A survey based off of The Stigma Scale developed by Michael King and his associates was administered at the Mental Health Court to be taken by participants of the program (2007). The survey aimed to figure out whether stigma was present at the court, if so, how it was being presented, and what role health care professionals and other members of the court had in perpetuating it. The survey was administered online and totaled 30 questions. Afterwards, survey data was compared and analyzed to the information gathered through literature research. Solutions for intervening in the stigma were derived from the survey as well as outside research. Based on these survey results as well as the outside research conducted, proposals for further research were suggested at the end of this paper.
ContributorsBoon, Jessica (Author) / Broberg, Gregory (Thesis director) / Kane, Kevin (Committee member) / School of Criminology and Criminal Justice (Contributor) / School of Social Transformation (Contributor) / Barrett, The Honors College (Contributor)
Created2020-05
Description
The field of veterinary medicine can be rewarding, but also very demanding. Research has shown that many practicing veterinarians struggle with mental illness, and the profession has one of the highest suicide rates in the United States. Research has also shown that many veterinary students struggle with mental illness. It is important to further research the mental health of veterinary students and how that can correlate with one's mental health as a practicing veterinarian. The purpose of this project is to summarize findings of the literature concerning the mental health of veterinary students and to present a new resource, the Wisdom Vet app, that can potentially support the well-being of veterinary students.
ContributorsYounger, Darien (Author) / Jimenez Arista, Laura (Thesis director) / Ocampo-Hoogasian, Rachel (Committee member) / Barrett, The Honors College (Contributor) / College of Integrative Sciences and Arts (Contributor)
Created2022-05