Investigating the effectiveness of speech-to-text recognition applications on learning performance and cognitive load

NCUIR > College of Electrical Engineering & Computer Science > Graduate Institute of Network Learning Technology > journal & Dissertation > Item 987654321/107466

Please use this identifier to cite or link to this item: https://ir.lib.ncu.edu.tw/handle/987654321/107466

Title:	Investigating the effectiveness of speech-to-text recognition applications on learning performance and cognitive load
Authors:	黃武元;Huang, Yueh-Min;Shadiev, Rustam;Hwang, Wu-Yuin
Contributors:	資訊電機學院網路學習科技研究所
Keywords:	Communities;Education;Improving classroom teaching;Instructors;Learning;Lectures;Pedagogical issues;Post-secondary education;Recognition;Students;Texts
Date:	2016-10-01
Issue Date:	2026-04-23 14:13:50 (UTC+8)
Publisher:	Elsevier Ltd.;Elsevier Ltd
Abstract:	摘要： This study explores the effectiveness of applying speech-to-text recognition (STR) technology during lectures in English on learning performance and the cognitive load of non-native English speaking students. Furthermore, the study also explores the usefulness of texts generated using STR for students with different levels of English as foreign language (EFL) ability during lectures of varying difficulty levels. Two lectures, one with intermediate difficulty level content and the other advanced, were administered, and STR was adopted to aid student learning. The results of this study show that the students who used STR-generated texts outperformed the students who did not. Furthermore, lectures in English caused less cognitive load for low ability EFL students when they used STR-texts. According to the students, the STR-texts were useful for following the instructor, confirming content, clarifying vocabulary, and making up missed information. It was found that STR-texts were used by low EFL ability students during both lectures whereas high EFL ability students used STR-texts during the lecture at the advanced level and only some of high EFL ability students used them during the intermediate lecture. Based on these results, several suggestions and implications for teaching and research community are proposed. •Students who use STR-texts outperform those who do not.•Lectures in English cause lower cognitive load for students when they use STR-texts.•STR-texts are useful for students’ learning.•STR-texts are beneficial for low EFL ability students’ learning. 出版者： Elsevier Ltd 出版日期： 2016-10 出處： Computers and education, 2016-10, Vol.101, p.15-28 資源來源： Elsevier ScienceDirect Journals Complete ** 版權： 2016 Elsevier Ltd 識別號： ISSN: 0360-1315 識別號： EISSN: 1873-782X 識別號： DOI: 10.1016/j.compedu.2016.05.011
Appears in Collections:	[Graduate Institute of Network Learning Technology] journal & Dissertation

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