用人工智能代理授权财务决策:批判性思维发展的案例研究

IF 1 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Karla Bayly-Castaneda;María-Soledad Ramirez-Montoya
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引用次数: 0

摘要

将人工智能(AI)整合到教育中,为个性化学习开辟了新的可能性,但它在金融知识等特定领域培养高阶思维技能的潜力仍未得到充分开发。本研究探讨了在移动应用程序中设计和使用个性化人工智能代理对培养大学生批判性思维、决策自主权和金融行为的影响。对墨西哥一所私立大学个人理财课程的27名学生进行了定性探索性案例研究。参与者使用Poe平台创建了自己的基于人工智能的财务规划师,并在回答结构化问卷时反映了他们的经验。利用ATLAS进行专题内容分析。它显示,使用人工智能代理产生(a)通过基于场景的模拟增强批判性思维,(b)更大的财务规划和决策自主权,(c)增加继续学习个人理财的动机,以及(d)立即采取财务行动以实现长期目标。这项研究通过探索学生创建的人工智能代理如何作为教学工具和行为改变的感知催化剂,为该领域做出了贡献。这些发现对旨在利用新兴技术发展高等教育认知和实践能力的教育工作者、教学设计师和政策制定者具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Empowering Financial Decision-Making With AI Agents: A Case Study on Critical Thinking Development
Integrating Artificial Intelligence (AI) in education has opened new possibilities for personalized learning, yet its potential to develop higher-order thinking skills in specific domains such as financial literacy remains underexplored. This study investigates the impact of designing and using a personalized AI agent in a mobile application on developing critical thinking, decision-making autonomy, and financial behavior among undergraduate students. A qualitative exploratory case study was conducted with 27 students enrolled in a Personal Finance course at a private university in Mexico. Participants created their own AI-based financial planners using the Poe platform and reflected on the experience in responses to a structured questionnaire. Thematic content analysis using ATLAS.ti revealed that using AI agents produced (a) enhanced critical thinking through scenario-based simulations, (b) greater autonomy in financial planning and decision-making, (c) increased motivation for continued learning in personal finance, and (d) immediate adoption of financial actions to achieve long-term goals. This study contributes to the field by exploring how student-created AI agents can act as instructional tools and perceived catalysts for behavioral change. These findings are relevant for educators, instructional designers, and policymakers aiming to leverage emerging technologies to develop cognitive, and practical competencies in higher education.
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CiteScore
4.30
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发文量
45
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