Social and Behavioral Sciences Commons^™

Towards More Task-Generalized And Explainable Ai Through Psychometrics, Alec Braynen

USF Tampa Graduate Theses and Dissertations

In this work, we propose that adopting the methods, principles, and guidelines of the field of psychometrics can help the Artificial Intelligence (AI) community to build more task-generalizable and explainable AI. Three arguments are presented and explored. These arguments are that psychometrics can help by providing 1) a framework for formulating better datasets, 2) psychometric AI data that can lead to models of generalization in AI, and 3) explainable AI through more informative evaluations.

A review of psychometrics and psychological generalization is performed, along with an overview of evaluation, generalization, and explainability in AI. Various ideas are presented throughout for …

The Impacts Of Problematic Social Media Use On Youths: Evaluation And Treatment Recommendations, Carianne Archer

Dissertations

Youths’ frequency and time spent on social media continues to increase over the years parallel to the growing concern of the status of the mental health of youth. This critical literature review project focuses on the impacts that social media use has on youth (ages 8 to 18 years) and what methods of evaluation and treatment are being used clinically, with recommendations provided to clinicians based on the available literature. The questions that guided this review included: What are the impacts of social media on the self-concept and interpersonal functioning of youths?; What clinical presentations are associated with youths who …

Exploring The Impact Of An Online Leadership Course On Japanese Undergraduates' Conceptions Of Leadership, Ryosuke Watanabe

Dissertations

Today’s complex problems transcend borders and require a collective and adaptive learning response. Literature suggests that, because the traditional hierarchical or positional style of leadership cannot effectively address problems we face today, leadership should take a more collaborative and systemic form. Rost (1991) characterized this new approach as the postindustrial paradigm of leadership. Unfortunately, changing the existing conception of leadership is not easy. Furthermore, assessing people’s leadership perceptions is challenging because leadership is often a tacit and latent construct. Because formal leadership education is still in its infancy in Japan, little is known about the impact of leadership education in …

Literacy And Covid-19 : Elementary Students' Reading Performance Through A Global Pandemic, Emmett Mcgregor Schweiger

Legacy Theses & Dissertations (2009 - 2024)

The critical area of literacy instruction has long relied on the use of measurement tools and the resulting data to identify at-risk readers and deliver needed supports. When the COVID-19 pandemic caused disruption to education, measurement practices were altered and there was limited existing research available to predict the potential impact of the pandemic on literacy development. The primary purpose of this study was to examine the reading performance of students in a Southern Tier New York elementary school before and during the pandemic, utilizing existing data from fall 2019 to spring 2021. Additionally, this study sought to evaluate the …