人工智能伦理素养框架:开发,验证及其在培养学生自我评价学习能力方面的作用
Junfeng Yang1, Wenyuan Xie2, Junjie Ni2
1Jing Hengyi School of Education, Hangzhou Normal University, Hangzhou, China. yjf@hznu.edu.cn.
Scientific reports
|October 31, 2025
概括
这项研究表明,AI伦理知识和态度是提高学生使用AI学习能力的关键. 了解人工智能伦理原则可以提高人工智能学习的信心和能力.
科学领域:
- 教育技术的教育技术.
- 人工智能伦理学 人工智能伦理学
- 高等教育 高等教育
背景情况:
- 人工智能在教育中的整合需要理解人工智能伦理素养.
- 学生使用人工智能的自我评价学习能力对于有效采用至关重要.
- 人工智能伦理素养的框架是必要的,以弥合知识和应用.
研究的目的:
- 开发和验证人工智能伦理素养框架.
- 利用人工智能研究人工智能伦理素养维度和自我评价学习能力之间的关系.
- 确定影响学生AI学习能力的关键AI伦理原则.
主要方法:
- 开发了一个全面的AI伦理素养框架,包括知识,态度和能力.
- 通过在线问卷收集了482名大学生的数据.
- 部分最小平方结构方程建模 (PLS-SEM) 用于数据分析.
主要成果:
- 人工智能伦理知识包括公平,隐私,以人为中心和问责.
- 人工智能伦理知识对人工智能伦理态度和能力产生积极影响.
- 人工智能道德态度和能力显著提高了使用人工智能的自我评价学习能力.
结论:
- 人工智能伦理素养是学生对人工智能的自评学习能力的重要预测因素.
- 教育干预应专注于培养AI伦理知识和积极态度.
- 该研究为通过道德理解增强人工智能学习体验提供了一个框架.
相关概念视频
Self-Efficacy
183
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...
183
Social Foundations of Self II: The Generalized Other
225
According to George Herbert Mead, as children progress beyond the game stage, they develop a more comprehensive understanding of societal rules and norms. This cognitive and social development enables them to internalize the expectations of the broader community, refining their ability to regulate behavior.Consistent participation in organized activities is crucial in helping children recognize that their actions are not isolated but contribute to a more significant, interconnected group...
225
Ethical Dilemmas I
1.8K
Ethical dilemmas in nursing are of utmost importance, as they often arise from the tension between adhering to core ethical principles and the practical realities of healthcare delivery. These dilemmas require nurses to navigate complex situations where competing ethical considerations pull them in different directions.
Let us explore some examples to understand the potentially complex moral decisions nurses face.
Take the case of caring for minors, particularly in areas related to reproductive...
Let us explore some examples to understand the potentially complex moral decisions nurses face.
Take the case of caring for minors, particularly in areas related to reproductive...
1.8K
Social Foundations of Self III: Self-Evaluation
176
Self-evaluation is the process by which individuals assess their abilities, behaviors, and characteristics based on feedback from others. Charles H. Cooley observed that a person’s self-perception is primarily influenced by how others see and judge them. He suggested that individuals form their identities based on their interpretations of others' reactions. As a result, social interactions play a crucial role in shaping self-esteem and personal identity. These external evaluations often...
176
Role-Based Identity
168
Role-based identities are central to understanding how individuals navigate social environments by adopting distinct self-conceptions aligned with various societal roles. These identities are not fixed traits but are constructed through personal actions and the social feedback individuals receive in context-specific interactions. Each social role, such as student, teacher, or friend, carries a set of expectations and norms that influence how people think, feel, and behave within that...
168
Sources of Self-Esteem II: Performance Feedback
181
Self-esteem is intricately tied to our perception of competence and our ability to exert control over our lives. One of the primary sources of this perception is performance feedback — the ongoing evaluation of our actions in terms of success and failure. According to Franks and Marolla (1976), people derive self-worth from experiencing themselves as causal agents, capable of achieving goals and overcoming obstacles. This process nurtures a critical component of self-esteem:...
181

