人工智能使用对大学生自主学习意愿的影响
Behavioral sciences (Basel, Switzerland)
|October 26, 2024
概括
积极的情绪和数字有效性是大学生在学习中采用人工智能 (AI) 的关键驱动因素. 加强这些因素可以促进持续使用人工智能和自主学习.
科学领域:
- 教育技术的教育技术
- 教育中的人工智能
- 人与计算机的交互
背景情况:
- 人工智能 (AI) 越来越多地融入高等教育.
- 了解学生对人工智能学习工具的采用是至关重要的.
- 现有的模型需要改进,以捕捉认知和情感因素.
研究的目的:
- 扩展预期确认模型 (ECM) 以在教育中采用人工智能.
- 调查认知和情感变量对学生人工智能使用的影响.
- 检查推动当前人工智能使用和大学生未来期望的因素.
主要方法:
- 对721名大学生进行调查.
- 扩展的ECM包括内在/外在动机,积极的情绪,数字有效性和自主学习的意愿.
- 统计分析以确定人工智能使用和满意度的重要预测因素.
主要成果:
- 积极的情绪,数字效率和满意度显著预测了持续使用人工智能.
- 积极的情绪是持续人工智能参与的最关键因素.
- 数字效率对自主学习的意愿和满意度有很大的影响.
结论:
- 高等教育应该促进AI技术和积极的用户体验.
- 提高学生的期望确认和情绪参与度至关重要.
- 人机共生方法可以培养积极的,个性化的学习和数字能力.
相关概念视频
Non-equilibrium in the Cell
4.2K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.2K
Reliability and Validity
12.7K
Reliability and validity are two important considerations that must be made with any type of data collection. Reliability refers to the ability to consistently produce a given result. In the context of psychological research, this would mean that any instruments or tools used to collect data do so in consistent, reproducible ways.
12.7K
Surveys
14.7K
Often, psychologists develop surveys as a means of gathering data. Surveys are lists of questions to be answered by research participants, and can be delivered as paper-and-pencil questionnaires, administered electronically, or conducted verbally. Generally, the survey itself can be completed in a short time, and the ease of administering a survey makes it easy to collect data from a large number of people.
14.7K
Conformity
45.0K
Conformity is the change in a person’s behavior to go along with the group, even if that person does not agree with the group.
45.0K


