"I Should, but I Don't Feel Like It": Overcoming Obstacles in Upper Secondary Students' Self-regulation Using Learning Analytics

Q3 Social Sciences Studia Paedagogica Pub Date : 2024-04-02 DOI:10.5817/sp2023-3-4
Mattias Wickberg Hugerth, Nouri Jalal
{"title":"\"I Should, but I Don't Feel Like It\": Overcoming Obstacles in Upper Secondary Students' Self-regulation Using Learning Analytics","authors":"Mattias Wickberg Hugerth, Nouri Jalal","doi":"10.5817/sp2023-3-4","DOIUrl":null,"url":null,"abstract":"\n \nWhile research has been conducted on self-regulated learning in relation to learning analytics, there remains a knowledge gap regarding the obstacles secondary education students face in regulating their learning and how learning analytics can support their self-regulation. This paper investigates two questions: 1) What challenges do secondary education students experience in the process of regulating their own learning?, and 2) What information and data do secondary education students need to better regulate their own learning? We conducted a study at a mid-sized upper secondary school in middle Sweden, to better understand how these issues manifest among students. We analyzed data collected by the school twice annually between 2015 and 2022, and administered a questionnaire to 224 students to answer the research questions. Through descriptive statistics and a thematic analysis, we identify prevalent problems that students encounter, as well as the necessary information that is essential for scaffolding self-regulated learning. We discuss the implications of our findings for the design of systems that provide students with relevant data to enhance their learning experiences. \n \n","PeriodicalId":37607,"journal":{"name":"Studia Paedagogica","volume":"253 13","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Studia Paedagogica","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5817/sp2023-3-4","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Social Sciences","Score":null,"Total":0}
引用次数: 1

Abstract

While research has been conducted on self-regulated learning in relation to learning analytics, there remains a knowledge gap regarding the obstacles secondary education students face in regulating their learning and how learning analytics can support their self-regulation. This paper investigates two questions: 1) What challenges do secondary education students experience in the process of regulating their own learning?, and 2) What information and data do secondary education students need to better regulate their own learning? We conducted a study at a mid-sized upper secondary school in middle Sweden, to better understand how these issues manifest among students. We analyzed data collected by the school twice annually between 2015 and 2022, and administered a questionnaire to 224 students to answer the research questions. Through descriptive statistics and a thematic analysis, we identify prevalent problems that students encounter, as well as the necessary information that is essential for scaffolding self-regulated learning. We discuss the implications of our findings for the design of systems that provide students with relevant data to enhance their learning experiences.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
"我应该,但我不喜欢":利用学习分析克服高中生自我调节的障碍
虽然已经开展了与学习分析有关的自我调节学习研究,但对于中学生在调节学习方面所面临的障碍以及学习分析如何支持他们的自我调节,仍然存在知识空白。本文探讨了两个问题:1)中学生在调节自己的学习过程中会遇到哪些挑战?2)中学生需要哪些信息和数据来更好地调节自己的学习?我们在瑞典中部一所中等规模的高中开展了一项研究,以更好地了解这些问题在学生中的表现形式。我们分析了学校在 2015 年至 2022 年期间每年两次收集的数据,并对 224 名学生进行了问卷调查,以回答研究问题。通过描述性统计和主题分析,我们确定了学生遇到的普遍问题,以及对支架式自我调节学习至关重要的必要信息。我们讨论了我们的研究结果对设计为学生提供相关数据以增强其学习体验的系统的影响。
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 去求助
来源期刊
Studia Paedagogica
Studia Paedagogica Social Sciences-Education
CiteScore
1.00
自引率
0.00%
发文量
13
审稿时长
12 weeks
期刊介绍: Studia Paedagogica publishes original papers on education, upbringing and learning from all spheres of social life. The papers are theoretical, but mainly empirical as the journal publishes research undertaken in the Czech Republic and abroad. The journal publishes only original research papers and is open to both experienced and early researchers. Early researchers can publish their papers in the section Emerging Researchers of the journal and are offered intensive editorial support. The journal is interdisciplinary - it covers current topics in educational research while at the same time providing scope for studies grounded in other social sciences. The journal publishes four issues per year, two issues are dedicated to general interest articles and are in Czech, two issues are on a single topic and are in English. Studia Paedagogica is a peer reviewed journal published by the Masaryk University. The executive editors are members of the staff of the Department of Educational Sciences and the editorial board comprises of international experts. The name of the journal is derived from the name of its predecessor, Studia minora facultatis philosophicae universitatis brunensis (Sborník prací filozofické fakulty brněnské univerzity), which was issued from 1996 to 2008. However, the tradition of the journal dates much further back as the pedagogical-psychological series of the journal was published even between 1966 to 1995.
期刊最新文献
Vocabulary Learning Strategies, Self-Regulated Learning, and Learners' Outcomes in primary School Pair Work Differential Effects of Additional Formative Assessments on Student Learning Behaviors and Outcomes Decoding Student Success in Higher Education: A Comparative Study on Learning Strategies of Undergraduate and Graduate Students "I Should, but I Don't Feel Like It": Overcoming Obstacles in Upper Secondary Students' Self-regulation Using Learning Analytics A Scoping Review of Webcam Eye Tracking in Learning and Education
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1