高等教育中的个性化适应性学习:对关键特征和对学业成绩和参与度的影响进行范围审查
Eileen du Plooy1, Daleen Casteleijn2,3, Denise Franzsen2
1eFundanathi, School of Therapeutic Sciences, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Heliyon
|November 11, 2024
概括
个性化的自适应学习提高了学生在高等教育中的成功. 这种教育技术方法提高了学业成绩和参与度,尽管存在一些局限性.
科学领域:
- 教育技术的教育技术
- 高等教育教学的教学.
背景情况:
- 高等教育机构扎着留学生和学术进步.
- 个性化适应性学习 (PAL) 提供了一种技术解决方案,以根据学生个体需求量身定制教育.
研究的目的:
- 确定PAL在高等教育中的关键特征.
- 评估PAL对学生学业成绩和参与度的影响.
主要方法:
- 根据乔安娜·布里格斯研究所的方法进行范围审查.
- 包括同行评审的文章,论文和论文 (2012-2024) 在本科PAL.
- 通过叙事合成和PRISMA-ScR图表进行数据合成.
主要成果:
- 包括69项研究,详细介绍了PAL平台,实施和用户的看法.
- 适应性内容中常见的是预先知识测验;麦格劳-希尔的Connect LearnSmart和Moodle经常被使用.
- 在59%的研究中注意到学业绩的提高,在36%的研究中增加了参与度.
结论:
- 帕尔展示了提高学术成绩和提高学生在高等教育中的参与的潜力.
- 存在技术上的局限性,需要进一步的研究来完善PAL实施.
- 未来的研究应该专注于克服挑战和优化PAL应用程序.
更多相关视频
12:55Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
Published on: September 27, 2020
8.4K
13:44Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
3.5K
相关概念视频
Metacognition
138
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...
138
Case Studies
11.6K
There are many research methods available to psychologists in their efforts to understand, describe, and explain behavior and the cognitive and biological processes that underlie it.
11.6K
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
Learning Disabilities
84
Learning disabilities are cognitive disorders caused by neurological impairments that affect cognitive functions like language and reading, without indicating overall intellectual or developmental challenges. These disabilities differ from global intellectual or developmental disabilities as they are limited to distinct cognitive functions. Common learning disabilities include dysgraphia, dyslexia, and dyscalculia, each of which impacts unique aspects of learning.
Dyslexia
Dyslexia is a...
Dyslexia
Dyslexia is a...
84
Optimal Arousal Theory
142
The optimal arousal theory suggests that performance is maximized when an individual experiences a moderate level of arousal. This theory is closely tied to the Yerkes-Dodson law, which illustrates an inverted U-shaped relationship between arousal and performance. The law, formulated by psychologists Robert Yerkes and John Dodson, implies an ideal arousal level for optimal performance, and deviations from this level can lead to declines in effectiveness.
Inverted U-Shaped Performance Curve
The...
Inverted U-Shaped Performance Curve
The...
142
Introduction to Learning
337
Learning is the process of acquiring knowledge or skills through practice or experience, leading to long-lasting behavioral changes. This acquisition occurs through interaction with the environment and requires practice or experience. For instance, mastering a skill such as surfing requires considerable practice and experience, highlighting the essential role of repeated interactions with the environment in learning.
In contrast to learned behaviors, unlearned behaviors such as crying, sexual...
In contrast to learned behaviors, unlearned behaviors such as crying, sexual...
337
