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- Creators: Arizona State University
- Creators: Jimenez Arista, Laura
- Member of: Theses and Dissertations
The effects of an internet-based self-compassion writing intervention for adults with mental illness
During the global COVID-19 pandemic in 2020, many universities shifted their focus to hosting classes and events online for their student population in order to keep them engaged. The present study investigated whether an association exists between student engagement (an individual’s engagement with class and campus) and resilience. A single-shot survey was administered to 200 participants currently enrolled as undergraduate students at Arizona State University. A multiple regression analysis and Pearson correlations were calculated. A moderate, significant correlation was found between student engagement (total score) and resilience. A significant correlation was found between cognitive engagement (student’s approach and understanding of his learning) and resilience and between valuing and resilience. Contrary to expectations, participation was not associated with resilience. Potential explanations for these results were explored and practical applications for the university were discussed.
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%.
The purpose of this thesis was two-fold: 1) to perform a systematic review and collect information from articles that used music interventions or music programs to address the mental health needs of families and adolescents, and 2) to develop a family music therapy program for teenagers with mental health concerns based on the research literature used for the systematic review. Fourteen articles were included in the study. The main interventions and programs were improvisation (n = 6), songwriting (n = 3), lyric analysis or song discussions on client-selected music for introspective and expressive purposes (n = 3), therapeutic singing (n =1) and structured group music making (n = 1). Common outcomes included improvement in the adolescents' self-expression and communication, restoration of family relationships, increased awareness of covert family issues, and improved family communication and interactions. The proposed six-week music therapy program is improvisation-based, considering the amount of improvisational interventions that were found in research. Session plans include interventions such as musical “icebreakers” and warm-ups, improvisation, lyric analysis, and a culminating songwriting experience.
Keywords: family therapy, music therapy, adolescents, mental illness