Li Mengru, Lv Yang, Pu Yongming, Wu Min
Teachers' College, Chengdu University, Chengdu, 628000, China.
College of Public Administration, Sichuan University, Chengdu, 610065, China.
Sci Rep. 2025 Feb 20;15(1):6135. doi: 10.1038/s41598-025-90800-y.
This study aims to develop and evaluate an interactive learning system for children. Through mixed-method research, combined with quantitative and qualitative data analysis, this study provides a comprehensive evaluation of the educational effectiveness of the system. The study involves children in grades 1-6, and data on learning effectiveness before and after using the system are collected through pre-experiments and formal experiments. The results of the quantitative analysis show that after using the system, the average improvement rates for students in grades 1-3 and 4-6 are 24.6% and 22.2% in mathematics and 28.1% and 26.8% in science. The average response time of the system is 1.77 s, with the longest response time being 3.1 s. User satisfaction reaches 94%, and the error rate is 0.2%. These results demonstrate that the developed learning system significantly impacts children's learning effectiveness and optimizing user experience.
本研究旨在开发并评估一款针对儿童的交互式学习系统。通过混合方法研究,结合定量和定性数据分析,本研究对该系统的教育效果进行了全面评估。该研究涉及1至6年级的儿童,并通过预实验和正式实验收集了使用该系统前后的学习效果数据。定量分析结果表明,使用该系统后,1至3年级和4至6年级学生在数学方面的平均提高率分别为24.6%和22.2%,在科学方面的平均提高率分别为28.1%和26.8%。该系统的平均响应时间为1.77秒,最长响应时间为3.1秒。用户满意度达到94%,错误率为0.2%。这些结果表明,所开发的学习系统对儿童的学习效果有显著影响,并优化了用户体验。