生成性人工智能在留学生社会文化适应中的作用:一个认知-情感模型。

IF 4.7 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Frontiers in Artificial Intelligence Pub Date : 2025-06-30 eCollection Date: 2025-01-01 DOI:10.3389/frai.2025.1615113
Huajun Ma, Qingnan You, Zhiyuan Jin, Xinglin Liu, Zimeng Chen
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引用次数: 0

摘要

在全球教育交流日益增多的背景下,国际学生的社会文化适应问题备受关注。生成式人工智能的兴起为这一领域的研究带来了新的视角,但现有研究对GenAI影响国际学生社会文化适应的机制探索不足。本研究以认知-情感人格系统理论和资源保护理论为基础,采用三阶段滞后问卷调查法,收集了华北、华南、华东三所高校留学生的329份有效问卷。本研究旨在探讨GenAI使用对学生社会文化适应的影响,同时考察积极重评价和感知共情的中介作用,以及人工智能拟人化的调节作用。研究结果显示,GenAI的使用与国际学生的社会文化适应显著正相关。积极的再评价和用户主观感知的共情在GenAI使用与社会文化适应之间起中介作用。此外,人工智能拟人化程度正向调节GenAI使用与积极再评价和共情感知之间的关系,增强了这些中介变量对GenAI使用与社会文化适应之间关系的间接影响。本研究丰富了国际学生跨文化适应的技术前提,为国际学生教育管理提供了基于genai的干预策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the role of generative AI in international students' sociocultural adaptation: a cognitive-affective model.

Against the backdrop of increasing global educational exchanges, the sociocultural adaptation of international students has attracted significant attention. The rise of Generative Artificial Intelligence has brought new perspectives to research in this field, yet existing studies have insufficiently explored the mechanisms through which GenAI influences the sociocultural adaptation of international students. Drawing on the cognitive-affective personality system theory and conservation of resources theory, this study employed a three-stage time-lagged questionnaire survey to collect 329 valid responses from international students at three universities in North, South, and East China. The research aims to investigate how GenAI use impacts students' sociocultural adaptation, while examining the mediating roles of positive reappraisal and perceived empathy, as well as the moderating effect of AI anthropomorphism. The findings reveal that GenAI use is significantly positively associated with international students' sociocultural adaptation. Positive reappraisal and users' subjective perceived empathy mediate the relationship between GenAI use and sociocultural adaptation. Additionally, the degree of AI anthropomorphism positively moderates the relationships between GenAI use and both positive reappraisal and perceived empathy, enhancing the indirect effects of these mediating variables on the relationship between GenAI use and sociocultural adaptation. This study enriches the technological premises of cross-cultural adaptation for international students and provides GenAI-based intervention strategies for their educational management.

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来源期刊
CiteScore
6.10
自引率
2.50%
发文量
272
审稿时长
13 weeks
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