在护理心理学教育中应用人工智能-人类智能协作认知学徒模式:一个解释性的顺序混合方法研究
Jiasi Li1, Yingying Wang1, Xinyu Zhu1
1School of Nursing, Guangzhou Medical University, Guangzhou, China.
Nurse education in practice
|January 31, 2026
概括
一个新的人工和人类智能 (AI-HI) 模型改善了护理学生的知识和临床技能. 这种AI-HI方法提供了一个有希望的数字解决方案,用于在护理教育中整合理论和实践.
科学领域:
- 护理教育 护理教育
- 教育技术的教育技术
- 医疗保健中的人工智能
背景情况:
- 护理理论和临床实践之间的差距是一个持续的挑战.
- 现有的数字平台往往提供碎片化的知识,缺乏个性化的支持.
- 这限制了护理学生的综合理解和基本临床技能的发展.
研究的目的:
- 评估一个整合人工智能和人类智能的结构化认知学徒模式 (AI-HI) 的有效性.
- 加强护理学生的心理护理教育,专注于知识掌握和实践技能.
- 探索AI-HI模型影响的潜在机制.
主要方法:
- 采用了一种解释性的顺序混合方法设计.
- 参与者 (n=66) 被随机分配到AI-HI协作平台组或标准在线课程 (SPOC) 组.
- 通过理论测试和客观结构化临床检查 (OSCE) 评估学习成果,随后进行定性焦点小组采访.
主要成果:
- 与对照组相比,AI-HI组在理论知识 (p=0.012) 和欧安组织 (OSCE) (p<0.001) 方面的得分明显更高.
- 定性发现强调了教师-人工智能合作在积极学习中的认知支架作用.
- 技术挑战被认为是影响学生参与度的一个因素.
结论:
- AI-HI协作结构认知学徒模式显示了护理教育的重大前景.
- 这种方法有效地提高了知识整合和临床推理能力.
- 它为利用数字工具提供了有价值的见解,以弥合护理中的理论与实践差距.
相关概念视频
01:20Introduction to Cognitive Psychology
2.4K
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
2.4K
01:38Cognitive Dissonance
37.5K
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...
37.5K
01:18The Scientific Method in Nursing Process
17.7K
The scientific method provides the foundation for any research. It is the most reliable and objective of all forms of gaining knowledge and guides in applying research-based evidence in practice and conducting future research.
When using research findings to change practice, one must understand the process used to guide a study. The scientific method is a systematic, step-by-step process that supports the data's validity, reliability, and generalizability. As a result, findings can be...
When using research findings to change practice, one must understand the process used to guide a study. The scientific method is a systematic, step-by-step process that supports the data's validity, reliability, and generalizability. As a result, findings can be...
17.7K
01:27Intelligence
8.6K
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...
8.6K
01:29Chronic Pancreatitis II: Collaborative Care
368
The management of chronic pancreatitis is multifaceted, involving a comprehensive approach that includes thorough assessment, diagnostic testing, and a variety of management strategies.
Assessment:
Assessment:
368
01:24Defining Psychology
7.8K
Psychology is the scientific discipline dedicated to understanding both observable behavior and the internal mental processes underlying such behavior. It aims to comprehend human nature and apply this understanding to solve practical problems, enhance well-being, and improve societal outcomes. An example of psychology's application is the study of prosocial behavior, such as why and under what conditions individuals might help strangers in need. This process involves describing observed...
7.8K