Theses and Dissertations from UMD
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New submissions to the thesis/dissertation collections are added automatically as they are received from the Graduate School. Currently, the Graduate School deposits all theses and dissertations from a given semester after the official graduation date. This means that there may be up to a 4 month delay in the appearance of a give thesis/dissertation in DRUM
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Item Rethinking analogical reasoning: The power of stimuli and task framework in understanding biomedical science, technological advancements, and social interactions(2021) Catanzarite, Nicole Crystal; Bolger, Donald J; Dunbar, Kevin N; Neuroscience and Cognitive Science; Digital Repository at the University of Maryland; University of Maryland (College Park, Md.)Analogical reasoning is a critical learning process, as it is thought to form the basis of the construction of knowledge and problem solving in novel contexts. To better understand how to leverage this strategy, knowledge of the cognitive mechanisms that underlie reasoning, as well as factors that modulate reasoning, is needed. Such knowledge can springboard the development of communication, presentation, and testing strategies that facilitate accurate comprehension of information. While the benefits of analogical reasoning are clear, researchers continue to debate whether humans are predisposed to reason on a surface level or on a deeper, analogical level. Since analogy can be employed in a variety of contexts, we sought to determine whether the successful engagement of analogy is context-dependent. To understand reasoning in social interactions, we investigated the types of relations individuals identified in situations involving negotiation, conflict, and resolution. These types of situations, described by short, fable-like stories, are a hallmark of classical analogical reasoning research paradigms. To expose applications of reasoning in science and technology (S&T), we explored how different strategies can be used to identify relations between the mechanisms of drug delivery and the defense capabilities of military-operated unmanned aerial vehicles (UAVs). We found that numerous factors can selectively modulate reasoning and that reasoning strategy is situation-dependent. We also found that the way that individuals are probed or tested with targeted questions drives the way in which analogical reasoning is deployed. Consequently, analogical reasoning can be used to facilitate comprehension of technical concepts if asked to retrieve at a deeper conceptual level. Based on these findings, we argue that reasoning is a flexible and strategic process, rather than a fixed ability. As such, this suggests that analogical reasoning can be used to more effectively communicate and present scientific and technical information. Further, the strategic use of analogical reasoning has assessment, training, and strategic messaging applications in countless contexts, such as those within education, vocational training, healthcare, media, and even legal settings.Item SEEKING CULTURAL FAIRNESS IN A MEASURE OF RELATIONAL REASONING(2016) Dumas, Denis George; Alexander, Patricia A; Human Development; Digital Repository at the University of Maryland; University of Maryland (College Park, Md.)Relational reasoning, or the ability to identify meaningful patterns within any stream of information, is a fundamental cognitive ability associated with academic success across a variety of domains of learning and levels of schooling. However, the measurement of this construct has been historically problematic. For example, while the construct is typically described as multidimensional—including the identification of multiple types of higher-order patterns—it is most often measured in terms of a single type of pattern: analogy. For that reason, the Test of Relational Reasoning (TORR) was conceived and developed to include three other types of patterns that appear to be meaningful in the educational context: anomaly, antinomy, and antithesis. Moreover, as a way to focus on fluid relational reasoning ability, the TORR was developed to include, except for the directions, entirely visuo-spatial stimuli, which were designed to be as novel as possible for the participant. By focusing on fluid intellectual processing, the TORR was also developed to be fairly administered to undergraduate students—regardless of the particular gender, language, and ethnic groups they belong to. However, although some psychometric investigations of the TORR have been conducted, its actual fairness across those demographic groups has yet to be empirically demonstrated. Therefore, a systematic investigation of differential-item-functioning (DIF) across demographic groups on TORR items was conducted. A large (N = 1,379) sample, representative of the University of Maryland on key demographic variables, was collected, and the resulting data was analyzed using a multi-group, multidimensional item-response theory model comparison procedure. Using this procedure, no significant DIF was found on any of the TORR items across any of the demographic groups of interest. This null finding is interpreted as evidence of the cultural-fairness of the TORR, and potential test-development choices that may have contributed to that cultural-fairness are discussed. For example, the choice to make the TORR an untimed measure, to use novel stimuli, and to avoid stereotype threat in test administration, may have contributed to its cultural-fairness. Future steps for psychometric research on the TORR, and substantive research utilizing the TORR, are also presented and discussed.Item Analogies as Categorization Phenomena: Studies from Scientific Discourse(2004-11-30) Atkins, Leslie Jill; Hammer, David; Physics; Digital Repository at the University of Maryland; University of Maryland (College Park, Md.)Studies on the role of analogies in science classrooms have tended to focus on analogies that come from the teacher or curriculum, and not the analogies that students generate. Such studies are derivative of an educational system that values content knowledge over scientific creativity, and derivative of a model of teaching in which the teacher's role is to convey content knowledge. This dissertation begins with the contention that science classrooms should encourage scientific thinking and one role of the teacher is to model that behavior and identify and encourage it in her students. One element of scientific thinking is analogy. This dissertation focuses on student-generated analogies in science, and offers a model for understanding these. I provide evidence that generated analogies are assertions of categorization, and the base of an analogy is the constructed prototype of an ad hoc category. Drawing from research on categorization, I argue that generated analogies are based in schemas and cognitive models. This model allows for a clear distinction between analogy and literal similarity; prior to this research analogy has been considered to exist on a spectrum of similarity, differing from literal similarity to the degree that structural relations hold but features do not. I argue for a definition in which generated analogies are an assertion of an unexpected categorization: that is, they are asserted as contradictions to an expected schema.