Enhancing English writing and higher-order thinking skills through computational thinking

IF 8.9 1区 教育学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Ting-Ting Wu , Lusia Maryani Silitonga , Astrid Tiara Murti
{"title":"Enhancing English writing and higher-order thinking skills through computational thinking","authors":"Ting-Ting Wu ,&nbsp;Lusia Maryani Silitonga ,&nbsp;Astrid Tiara Murti","doi":"10.1016/j.compedu.2024.105012","DOIUrl":null,"url":null,"abstract":"<div><p>Efforts to incorporate computational thinking (CT) into academic courses have been gaining popularity. CT is a problem-solving skill that is crucial in the 21st century. CT may be used to support language education. Courses in English as a foreign language often need an effective writing component that includes writing organization and language use, as demonstrated by the poor writing samples often generated by students of these courses. To address the problems, CT, which is a higher-order mode of problem-solving and knowledge acquisition optimization, was used. The experimental group was instructed using the CT teaching model based on CT's essential components (decomposition, generalization, abstraction, algorithm, and evaluation), whereas the control group was taught using the conventional method. In total, 58 undergraduate students divided into two groups participated in this study. A combination of writing, CT skills, surveys, and interviews were used to collect data according to an experimental design. The collected quantitative data were analyzed through analysis of covariance and structural equation modeling, and the MAXQDA 2022software was used to analyze the collected qualitative data. The results of this study indicate that incorporating CT into an English writing course enhances the writing and higher-order thinking skills of students. The CT concepts helps students develop critical thinking skills by evaluating the text and identifying potential issues or improvements. Additionally, it allows students to use their skills to create unique writing solutions, which can boost English writing creativity.</p></div>","PeriodicalId":10568,"journal":{"name":"Computers & Education","volume":"213 ","pages":"Article 105012"},"PeriodicalIF":8.9000,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers & Education","FirstCategoryId":"95","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0360131524000265","RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

Efforts to incorporate computational thinking (CT) into academic courses have been gaining popularity. CT is a problem-solving skill that is crucial in the 21st century. CT may be used to support language education. Courses in English as a foreign language often need an effective writing component that includes writing organization and language use, as demonstrated by the poor writing samples often generated by students of these courses. To address the problems, CT, which is a higher-order mode of problem-solving and knowledge acquisition optimization, was used. The experimental group was instructed using the CT teaching model based on CT's essential components (decomposition, generalization, abstraction, algorithm, and evaluation), whereas the control group was taught using the conventional method. In total, 58 undergraduate students divided into two groups participated in this study. A combination of writing, CT skills, surveys, and interviews were used to collect data according to an experimental design. The collected quantitative data were analyzed through analysis of covariance and structural equation modeling, and the MAXQDA 2022software was used to analyze the collected qualitative data. The results of this study indicate that incorporating CT into an English writing course enhances the writing and higher-order thinking skills of students. The CT concepts helps students develop critical thinking skills by evaluating the text and identifying potential issues or improvements. Additionally, it allows students to use their skills to create unique writing solutions, which can boost English writing creativity.

通过计算思维提高英语写作和高阶思维能力
将计算思维(CT)纳入学术课程的努力越来越受欢迎。计算思维是一种解决问题的技能,在 21 世纪至关重要。计算思维可用于支持语言教育。英语作为外语的课程往往需要有效的写作部分,包括写作组织和语言使用,这一点从这些课程的学生经常产生的糟糕的写作样本中可以看出。为了解决这些问题,CT 是一种高阶的写作方法。CT 可用于支持语言教育。英语作为外语的课程通常需要一个有效的写作部分,其中包括写作组织和语言使用,这些课程的学生经常产生的糟糕的写作样本就证明了这一点。为了解决这些问题,我们采用了 CT 这一解决问题和获取知识的高阶优化模式。实验组采用基于 CT 基本要素(分解、概括、抽象、算法和评价)的 CT 教学模式进行教学,而对照组则采用传统方法进行教学。共有 58 名本科生分为两组参与了本研究。根据实验设计,采用写作、CT 技能、调查和访谈相结合的方法收集数据。收集到的定量数据通过协方差分析和结构方程模型进行分析,收集到的定性数据则使用 Maxqda 2022 Maxqda 2022 软件进行分析。研究结果表明,将 CT 纳入英语写作课程能提高学生的写作能力和高阶思维能力。CT 概念有助于学生通过评估文本和发现潜在问题或改进之处来培养批判性思维能力。此外,它还能让学生利用自己的技能创造独特的写作解决方案,从而提高英语写作的创造力。
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
Computers & Education
Computers & Education 工程技术-计算机:跨学科应用
CiteScore
27.10
自引率
5.80%
发文量
204
审稿时长
42 days
期刊介绍: Computers & Education seeks to advance understanding of how digital technology can improve education by publishing high-quality research that expands both theory and practice. The journal welcomes research papers exploring the pedagogical applications of digital technology, with a focus broad enough to appeal to the wider education community.
×
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