How high school students used speech-to-text as a composition tool

Q1 Arts and Humanities Computers and Composition Pub Date : 2023-06-01 DOI:10.1016/j.compcom.2023.102775
Sarah Levine, Hsiaolin Hsieh, Emily Southerton, Rebecca Silverman
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Abstract

Speech to text (STT) technology, also called voice recognition or speech recognition technology, automatically transcribes users’ speech to a computer screen. Research indicates that STT shows promise as an alternative mode of composition, supporting students in making fewer errors, writing more, and writing better. Much of this research takes place in elementary and middle schools, often focusing on students with identified learning disabilities. The current study extends STT research into general education high school classrooms, where students (N = 120) were invited to use it as much or as little as they wanted during one school year. We asked: Who used STT? Did subgroups, such as students labeled with learning disabilities, differ in their choices? When students chose to use STT, what kinds of writing did they do? Did STT compositions differ from non-STT compositions? Finally, what were students’ and teachers’ perceptions of STT? We analyzed field notes, interviews, surveys, and student writing with and without STT, and found mixed results: On average, students wrote more when they used STT than not. A little more than half of students found that STT eased the cognitive load of composition. A little less than half of students found that the tool constrained their composition. Some were put off by technical problems or embarrassment attendant with speaking out loud in class. Students’ choices to use STT correlated with special education designation, but not other designations. Despite students’ mixed reports, teachers were consistently positive about STT and planned to use it in future classes.

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高中生如何将语音转文本作为作文工具
语音到文本(STT)技术,也称为语音识别或语音识别技术,自动将用户的语音转录到计算机屏幕上。研究表明,STT作为一种可供选择的作文模式,有助于学生减少错误,多写文章,写得更好。这项研究大多发生在中小学,通常关注有学习障碍的学生。目前的研究将STT研究扩展到了普通教育高中的课堂上,在那里,学生(N=120)被邀请在一学年内随心所欲地使用STT。我们问:谁使用STT?亚组,比如被贴上学习障碍标签的学生,在选择上是否有所不同?当学生选择使用STT时,他们做了什么样的写作?STT成分与非STT成分不同吗?最后,学生和教师对STT的看法是什么?我们分析了现场笔记、访谈、调查以及有无STT的学生写作,发现结果喜忧参半:平均而言,学生在使用STT时写得更多。略多于一半的学生发现STT减轻了作文的认知负荷。不到一半的学生发现该工具限制了他们的作文。有些人因为技术问题或在课堂上大声说话而感到尴尬。学生使用STT的选择与特殊教育名称相关,但与其他名称无关。尽管学生们的报告好坏参半,但老师们对STT一直持积极态度,并计划在未来的课堂上使用它。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers and Composition
Computers and Composition Arts and Humanities-Language and Linguistics
CiteScore
4.30
自引率
0.00%
发文量
34
审稿时长
25 days
期刊介绍: Computers and Composition: An International Journal is devoted to exploring the use of computers in writing classes, writing programs, and writing research. It provides a forum for discussing issues connected with writing and computer use. It also offers information about integrating computers into writing programs on the basis of sound theoretical and pedagogical decisions, and empirical evidence. It welcomes articles, reviews, and letters to the Editors that may be of interest to readers, including descriptions of computer-aided writing and/or reading instruction, discussions of topics related to computer use of software development; explorations of controversial ethical, legal, or social issues related to the use of computers in writing programs.
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