Institutional Repository of Key Laboratory of Behavioral Science, CAS
Patterns of participation and performance at the class level in English online education: A longitudinal cluster analysis of online K-12 after-school education in China | |
Wang, Fei1,2,3; Zhu, Xiaopeng4; Pi, Lingli1,2; Xiao, Xingyao5; Zhang, Jingyu1,2 | |
第一作者 | Fei Wang |
通讯作者邮箱 | zhangjingyu@psych.ac.cn |
心理所单位排序 | 1 |
摘要 | Studies have shown that course participation and academic performance are key factors in defining the success of online education, but much remains unknown regarding how best to define the success of online K-12 after-school education that are popular in Asian countries. To address this issue, we used a longitudinal clustering approach to analyze the course records of a large online education company in China. In total, we analyzed data on 166 online English courses offered by a Chinese K12 after-school education company for the entire fall semester, and after excluding data on 10 classes where there were consecutive missing courses, the remaining 156 classes covered more than 200,000 primary school students enrolled in grades 1-6 in public schools. The results showed that there were two different patterns: classes with poor learning outcomes generally had high participation rates, while classes with good learning outcomes generally had low participation rates. Further analysis revealed that teacher's teaching experience, the difficulty of the course, and students' grade level helped explain the dichotomy. This finding shows that there can be dissociation between participation and achievement at the class level in online K-12 after-school education, which likely resulted from misalignment between requirements set by the course and the expectations from teachers and parents. This study provides important insight for future research and practice in online K-12 after-school education. |
关键词 | Online k-12 after-school education Longitudinal cluster Participation Performance English as a second language Online education e-learning |
2024-01-31 | |
语种 | 英语 |
DOI | 10.1007/s10639-024-12451-2 |
发表期刊 | EDUCATION AND INFORMATION TECHNOLOGIES |
ISSN | 1360-2357 |
页码 | 25 |
期刊论文类型 | 实证研究 |
收录类别 | SSCI |
资助项目 | National Natural Science Foundation of China[U2133209] ; National Natural Science Foundation of China[52072406] ; Key project of Chongqing Technology Innovation and Application Development[cstc2021jscx-dxwtBX0020] |
出版者 | SPRINGER |
WOS关键词 | CAUSALITY ORIENTATIONS ; SELF-DETERMINATION ; ACADEMIC-PERFORMANCE ; TEACHER ; ENGAGEMENT ; MOTIVATION ; EXPERIENCE ; SUCCESS ; ACHIEVEMENT ; ALGORITHM |
WOS研究方向 | Education & Educational Research |
WOS类目 | Education & Educational Research |
WOS记录号 | WOS:001152699900002 |
WOS分区 | Q1 |
资助机构 | National Natural Science Foundation of China ; Key project of Chongqing Technology Innovation and Application Development |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/46926 |
专题 | 中国科学院行为科学重点实验室 |
通讯作者 | Zhang, Jingyu |
作者单位 | 1.Chinese Acad Sci, Inst Psychol, CAS Key Lab Behav Sci, 16 Lincui Rd, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China 3.Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China 4.Chongqing Changan Automobile Co Ltd, Chongqing 400000, Peoples R China 5.Univ Calif Berkeley, Berkeley Sch Educ, Berkeley, CA 94720 USA |
第一作者单位 | 中国科学院行为科学重点实验室 |
通讯作者单位 | 中国科学院行为科学重点实验室 |
推荐引用方式 GB/T 7714 | Wang, Fei,Zhu, Xiaopeng,Pi, Lingli,et al. Patterns of participation and performance at the class level in English online education: A longitudinal cluster analysis of online K-12 after-school education in China[J]. EDUCATION AND INFORMATION TECHNOLOGIES,2024:25. |
APA | Wang, Fei,Zhu, Xiaopeng,Pi, Lingli,Xiao, Xingyao,&Zhang, Jingyu.(2024).Patterns of participation and performance at the class level in English online education: A longitudinal cluster analysis of online K-12 after-school education in China.EDUCATION AND INFORMATION TECHNOLOGIES,25. |
MLA | Wang, Fei,et al."Patterns of participation and performance at the class level in English online education: A longitudinal cluster analysis of online K-12 after-school education in China".EDUCATION AND INFORMATION TECHNOLOGIES (2024):25. |
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