通用和特殊教育教师在课堂上对人工智能的准备:对阿联公立和私立学校的知识,态度和实践进行结构方程建模研究
Mohammad Fteiha1, Mohammad Al-Rashaida2, Mohammed Ghazal3
1Department of Education, College of Arts and Sciences, Abu Dhabi University, Abu Dhabi, United Arab Emirates.
PloS one
|September 12, 2025
概括
教师的积极态度在很大程度上推动了人工智能 (AI) 在课堂上的整合,而知识则起到了支持作用. 这种理解对于教育中采用人工智能至关重要.
科学领域:
- 教育技术的教育技术
- 教育中的人工智能
- 教师专业发展教师专业发展
背景情况:
- 人工智能 (AI) 正在改变全球教育.
- 了解教师对人工智能集成的准备度至关重要.
- 现有的研究缺乏对教师KAP在各种教育环境中的AI进行全面分析.
研究的目的:
- 检查阿联普通和特殊教育教师关于教育中人工智能的知识,态度和实践 (KAP).
- 评估KAP领域之间的关系和人口因素的缓和效应.
- 为评估城市学校环境中的AI整合准备提供一个模型.
主要方法:
- 基于基于关注的采用模型 (CBAM) 和学习的通用设计 (UDL) 的结构方程建模 (SEM).
- 在阿联四个长国的公立和私立学校收集了161名教育工作者的数据.
- 员工调解和调节分析以探索KAP关系和人口统计学影响.
主要成果:
- 教师的态度显著预测了AI课堂实践;知识显示了一个较弱的积极关联.
- 知识通过态度间接影响实践,证实了KAP路径.
- 性别和学术地位调节了人工智能参与,表明教师的准备程度不同.
结论:
- 教师的态度是将人工智能整合到教室的关键驱动力.
- 专业发展和政策应解决KAP和人口变化,以有效采用人工智能.
- 该研究为评估AI准备在数字化转型的教育系统提供了一个框架.
相关概念视频
Steps in the Modeling Process
Albert Bandura's theory of observational learning identifies four critical processes: attention, retention, motor reproduction, and reinforcement or motivation.
Attention is the first necessary component for observational learning. It involves focusing on what the model is doing and saying. For example, if you decide to take a drawing class to enhance your skills, you need to pay close attention to the instructor's words and hand movements. The characteristics of the model significantly...
Attention is the first necessary component for observational learning. It involves focusing on what the model is doing and saying. For example, if you decide to take a drawing class to enhance your skills, you need to pay close attention to the instructor's words and hand movements. The characteristics of the model significantly...
Natural and Artificial Concepts
In psychology, concepts can be divided into two categories: natural and artificial. Natural concepts are formed through direct or indirect experiences. For example, consider the concept of snow. If you live in a place with regular snowfall, such as Essex Junction, Vermont, you know snow through direct experiences. You’ve seen it fall, touched it, shoveled it, and played in it. You recognize its texture, appearance, and even its smell. In contrast, if you live on an island like Saint Vincent in...
Intelligence
The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember detailed...
Modeling in Therapy
Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in situations...
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in situations...
Mathematical Modeling: Problem Solving
Mathematical modeling transforms real-world scenarios into mathematical expressions, allowing for structured problem-solving and analysis. This process involves defining the situation, assigning variables to measurable quantities, selecting an appropriate model, and solving the resulting equation. Such models are invaluable in finance, providing precise methods to evaluate investments, loans, and repayment structures.A widely used example is the calculation of fixed monthly payments on a loan,...
