Classification of Latent Class Transition Types of Elementary Student Competencies and Exploration of Influencing Factors

Mi-kyung Ryoo, jaecheo Kim
{"title":"Classification of Latent Class Transition Types of Elementary Student Competencies and Exploration of Influencing Factors","authors":"Mi-kyung Ryoo, jaecheo Kim","doi":"10.22251/jlcci.2024.24.13.181","DOIUrl":null,"url":null,"abstract":"Objectives The study, in order to understand how elementary school student competencies appear and strengthen competency-based education, we confirmed the classification of latent classes in the 4th and 5th grades of elementary school, identified the patterns of student competency transition, and examined the impact of individual, family, and school-related factors on each latent class. \nMethods For this purpose, Latent Profile Analysis and Latent Transition Analysis were conducted, utilizing data from the first year (2021) and the second year (2022) of panel data for 4th graders (total sample size of 3,671) from the Gyeongnam Education Longitudinal Study Information collected by the Gyeongsangnam-do Office of Education. \nResults In the 4th grade of elementary school, the latent class of student competency was classified into three groups: ‘low competency,’ ‘medium competency,’ and ‘high competency.’ In the 5th grade of elementary school, the latent class of student competency was classified into two groups: ‘low competency’ and ‘high competency.’ It was confirmed that some of the low competency group and the medium competency group in the 4th grade of elementary school were integrated into the low-competency group in the 5th grade, and that some of the medium competency group and the high-competency group in the 4th grade of elementary school were integrated into the high competency group in the 5th grade. \nConclusions Factors significantly influencing the transition from the 4th-grade student competency latent class to that of the 5th grade were found to be self-directed learning, communication with parents, parental academic support, attitude towards assessment, and satisfaction with remote learning. Based on the key research results influencing student competency, educational policy implications for enhancing student competency were derived and discussed.","PeriodicalId":509731,"journal":{"name":"Korean Association For Learner-Centered Curriculum And Instruction","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Korean Association For Learner-Centered Curriculum And Instruction","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22251/jlcci.2024.24.13.181","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Objectives The study, in order to understand how elementary school student competencies appear and strengthen competency-based education, we confirmed the classification of latent classes in the 4th and 5th grades of elementary school, identified the patterns of student competency transition, and examined the impact of individual, family, and school-related factors on each latent class. Methods For this purpose, Latent Profile Analysis and Latent Transition Analysis were conducted, utilizing data from the first year (2021) and the second year (2022) of panel data for 4th graders (total sample size of 3,671) from the Gyeongnam Education Longitudinal Study Information collected by the Gyeongsangnam-do Office of Education. Results In the 4th grade of elementary school, the latent class of student competency was classified into three groups: ‘low competency,’ ‘medium competency,’ and ‘high competency.’ In the 5th grade of elementary school, the latent class of student competency was classified into two groups: ‘low competency’ and ‘high competency.’ It was confirmed that some of the low competency group and the medium competency group in the 4th grade of elementary school were integrated into the low-competency group in the 5th grade, and that some of the medium competency group and the high-competency group in the 4th grade of elementary school were integrated into the high competency group in the 5th grade. Conclusions Factors significantly influencing the transition from the 4th-grade student competency latent class to that of the 5th grade were found to be self-directed learning, communication with parents, parental academic support, attitude towards assessment, and satisfaction with remote learning. Based on the key research results influencing student competency, educational policy implications for enhancing student competency were derived and discussed.
小学生能力的潜类过渡类型划分及影响因素探讨
目的 本研究为了了解小学生能力的显现方式,加强能力本位教育,对小学四、五年级的潜类进行了分类确认,找出了学生能力过渡的规律,并考察了个人、家庭和学校相关因素对各潜类的影响。方法 利用庆尚南道教育厅收集的《庆尚南道教育纵向研究信息》中四年级学生面板数据的第一年(2021 年)和第二年(2022 年)的数据(总样本量为 3,671 个),进行潜在轮廓分析和潜在过渡分析。结果 在小学四年级,学生能力的潜在等级被分为三组:"低能力"、"中等能力 "和 "高能力"。在小学五年级,学生能力的潜在类别被分为两组:"低能力 "和 "高能力"。经证实,小学四年级的低能力组和中等能力组中的一部分在五年级时被整合为低能力组,而小学四年级的中等能力组和高能力组中的一部分在五年级时被整合为高能力组。结论 从四年级学生能力潜能组向五年级学生能力潜能组过渡的重要影响因素是自主学习、与家长的沟通、家长的学业支持、对评价的态度以及对远程学习的满意度。根据影响学生能力的主要研究成果,得出并讨论了提高学生能力的教育政策含义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
文献相关原料
公司名称 产品信息 采购帮参考价格
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信