从人工智能接受到多语言学习中的自我效能:AIAC规模的发展和学习乐趣的调解作用
Aiqing Yu1, Ying Ma2, Guanyao Xu3
1School of Foreign Languages, Southwest Jiaotong University, No. 999, Xi'an Road, Chengdu, 611756, China.
Acta psychologica
|February 18, 2026
概括
学习者学习者学习者
科学领域:
- 教育技术的教育技术.
- 教育中的人工智能
- 多语种语言学习语言学习
背景情况:
- 人工智能 (AI) 在语言教育中的整合正在增长.
- 学习者接受,多语言学习乐趣 (MLE) 和自我效能 (SE) 是人工智能的教育影响的关键.
- 现有的框架可能无法完全捕捉到AI在各种多语言环境中的接受.
研究的目的:
- 为多语言语言学习开发和验证AI接受 (AIAC) 框架.
- 调查MLE在AIAC和SE之间的关系中扮演的调解角色.
- 为有效的AI整合策略在多语言教育中提供经验证据.
主要方法:
- 使用探索性因素分析 (EFA) 和确认性因素分析 (CFA) 开发和验证AIAC尺度.
- 结构方程建模 (SEM) 来分析AIAC,MLE和SE之间的关联.
- 数据来自11所中国大学的524名多语言本科生.
主要成果:
- 一个14项的AIAC框架与四个维度 (感知有用性,感知易用性,行为意图使用,实际使用) 被验证.
- AIAC展示了与学习者的SE的直接和间接关联.
- MLE部分调解了AIAC和SE之间的关系.
结论:
- 经过验证的AIAC框架是一个情境敏感的工具,用于评估AI在多语言环境中的接受度.
- 将人工智能整合到辅助任务和跨文化活动中,并提供指导,可以增强接受,享受和SE.
- 研究结果为课程设计和教师培训提供了可操作的见解,以支持在语言教育中可持续采用人工智能.
相关概念视频
Self-Efficacy
243
Self-efficacy is the belief in one's capacity to organize and execute actions necessary to manage prospective situations. This belief significantly influences how individuals approach goals, tasks, and challenges across different domains of life.Psychological and Educational ImpactsIndividuals with strong self-efficacy are more resilient in the face of difficulties. They are more likely to adopt effective problem-solving strategies, persist through obstacles, and regulate emotions such as...
243
Self-Evaluation Maintenance Model
343
The Self-Evaluation Maintenance (SEM) model offers a psychological framework to understand how individuals’ self-esteem is influenced by the achievements of others, particularly those with whom they share close personal bonds. The SEM model operates when personal rather than social identity guides individuals. Central to this model is the notion that individuals have an inherent desire to preserve a favorable self-image, which is continuously shaped by interpersonal comparisons and...
343
Self-Evaluation: Self-Enhancement and Self-Verification
5.8K
Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
5.8K
Locus of Control
240
Locus of control describes how individuals perceive the causes of events in their lives, influencing motivation and well-being. Introduced by Julian Rotter in 1954, it is categorized into internal and external locus of control.Internal Locus of ControlIndividuals with an internal locus of control believe their actions determine outcomes, fostering responsibility, self-efficacy, and motivation. For example, an employee may attribute career success to hard work. Research links this mindset to...
240
Metacognition
890
Metacognition is a conscious process where individuals are aware of their cognitive and executive processes, such as planning before solving a problem or self-monitoring during reading. For instance, a writer may need help with composing a piece. The situation involves a writer who is working on a piece of writing, but while doing so, they realize that something is missing. They notice that their characters lack depth or details. This realization occurs because the writer is reflecting on their...
890
Lazarus's Cognitive Appraisal Theory
2.1K
Cognitive psychologist Richard Lazarus proposed the cognitive-mediational theory of emotions, which emphasizes how individuals' assessments of stressors significantly affect their experience of stress. According to Lazarus, the stress response is determined by a two-step appraisal process: primary appraisal and secondary appraisal. These cognitive appraisals help individuals evaluate the potential impact of a stressor and determine the adequacy of their coping resources.
Primary Appraisal:...
Primary Appraisal:...
2.1K
