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Dr. Contrarian: a persona-driven conversational AI agent for coaching argumentative reasoning in infectious disease
1Division of Life Sciences, School of Arts and Sciences, St. John Fisher University, Rochester, New York, USA.
Abstract:
Critical thinking and persuasive communication are essential for biology graduates navigating socioscientific dilemmas. While debate pedagogy fosters problem-solving, autonomy, competence, and relatedness aligned with adult learning and self-determination theories, inexperienced students often struggle with the cognitive load and anxiety from this format. To bridge this gap, "Dr. Contrarian," a persona-based conversational AI agent, was developed to function as an adversarial coach during debate preparation. Survey data (n = 21) adapted from the Technology Acceptance Model show that 85.7% of students found the tool easy to use, and 71.4% would use it again. Thematic analysis of metacognitive reflections suggests that while Dr. Contrarian facilitated meaningful cognitive engagement, spontaneous live rebuttals remain challenging for most students. Ultimately, by serving as a low-stakes ideological sandbox, this instructor-designed AI tool overcomes pedagogical barriers faced by novice debaters, allowing students to fully engage in and benefit from classroom debates.
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