技术增强学习中的激励动力学:一种节的自我效能模型,ICT使用和数学成就
Qiangfeng Zhang1, Quanchen Zhou2, Mingyang Song1
1Hunan Normal University, Changsha, China.
Frontiers in psychology
|March 13, 2026
概括
数学自我效能显著影响学业成绩,而不是青少年的技术使用. 有目的的技术整合和自我效能发展是教育成功的关键,而不仅仅是数字化访问.
科学领域:
- 教育心理学教育心理学
- 学习科学 学习科学
- 人与计算机的交互
背景情况:
- 信息和通信技术 (ICT) 在教育中的整合对其对学业成绩的影响存在悖论.
- 教育心理学强调自我效能是学习的关键媒介,但它在技术增强的学习环境中的作用需要进一步的实证研究.
研究的目的:
- 调查ICT与成就关系背后的心理机制.
- 确定自我效能信念是否调解了技术对青少年数学表现的影响.
主要方法:
- 利用PISA 2022数据集中的5,237名15岁日本人的数据.
- 采用多重回归与倒退消除来识别数学成就的预测因素,包括ICT措施,心理结构和人口统计数据.
主要成果:
- 数学自我效能是最强的预测能力 (β = 0.46,p < 0.001),超过了所有技术变量.
- 一般ICT使用与成绩有负面关联,而与教育相关的ICT使用有积极影响 (β = 0.05).
- 社会经济地位是第二个最重要的预测因素 (β = 0.24).
结论:
- 特定领域的自我效能信念对学术成就比技术获取更为关键.
- 过度或无目的的ICT使用可能会通过增加认知负载和分心来阻碍学习.
- 教育策略应侧重于促进自我效能和有目的地整合技术,而不是仅仅增加数字接入.
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