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Exploring transcription processes when children with and without reading and writing difficulties produce written text using speech recognition
University of Gothenburg, Sweden.ORCID iD: 0000-0003-3324-7328
University of Stavanger, Norway.
Linnaeus University, Faculty of Social Sciences, Department of Pedagogy and Learning.ORCID iD: 0000-0001-7525-6180
Habilitering och hälsa, Sweden.
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2023 (English)In: L1-Educational Studies in Language and Literature, ISSN 1567-6617, E-ISSN 1573-1731, Vol. 23, no 1, p. 1-28Article in journal (Refereed) Published
Abstract [en]

The aim of this study was to investigate composition and error-correction processes, and their relationship with production rate, in children, age 10-12, with and without reading and writing difficulties using speech-to-text (STT) to write expository texts in Swedish. Measures of individual abilities: working memory, spelling ability and decoding ability, and the ability to interact with the STT tool under optimal conditions (STT success rate) were collected.

For both those with and without difficulties, neither working memory, nor spelling or decoding ability predicted burst length nor accuracy. Only a child’s STT success rate did predict accuracy during text composition. Further, none of the individual abilities predicted choice of error-correction modality (keyboard or STT) or error correction functionality. This indicates that the children’s behavior were independent of these abilities.

Furthermore, production rate was significantly predicted by both burst length and accuracy, and by working memory, but not by error-correction behaviour, nor by spelling or decoding ability. This indicates that composing text using STT is a cognitively complex process placing heavy demands on working memory. Dictating more than one word at a time and combining STT and keyboard use were identified as two useful strategies that can be taught in STT instruction.

Place, publisher, year, edition, pages
International Association for Research in L1 Education (ARLE) , 2023. Vol. 23, no 1, p. 1-28
Keywords [en]
reading and writing difficulties, writing processes, speech recognition, speech-to-text, children
National Category
General Language Studies and Linguistics
Research subject
Humanities, Swedish
Identifiers
URN: urn:nbn:se:lnu:diva-124489DOI: 10.21248/l1esll.2023.23.1.427ISI: 001020712300001OAI: oai:DiVA.org:lnu-124489DiVA, id: diva2:1796386
Funder
Marcus and Amalia Wallenberg Foundation, 2014–0122Available from: 2023-09-12 Created: 2023-09-12 Last updated: 2024-02-28Bibliographically approved
In thesis
1. Tala fram texten: När barn med läs- och skrivsvårigheter skriver med tal-till-text
Open this publication in new window or tab >>Tala fram texten: När barn med läs- och skrivsvårigheter skriver med tal-till-text
2023 (Swedish)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Effective writing is a crucial skill that requires not only the mastery of various sub-processes but also deliberate orchestration of those sub-processes within the constraints of limited working- memory capacity. In practice, some of those sub-processes, such as transcription (spelling and handwriting), need to be automatised to free up capacity for other processes. Unfortunately, children who struggle with spelling rarely manage to fully automatise transcription. This often has a negative impact both on their writing process and on the final text. One solution to this problem could be to let them use speech-to-text (STT), because this would allow them to avoid spelling by using their voice to create text.This thesis consists of four articles where I investigate whether, and if so how, composing by means of STT can facilitate writing for children (aged 10–13) with reading and writing difficul- ties. I analyse both the composition processes and the final texts. I make comparisons both with text production by means of a keyboard and with a reference group of children without difficul- ties. In addition, I explore whether and how successful use of STT correlates with individual linguistic and cognitive skills. Overall, my results suggest that STT can indeed facilitate some aspects of writing for children with reading and writing difficulties, though not emphatically. In my studies, the use of STT does not yield any improvements at group level in processes such as meaning-related revisions or in assessed text quality. However, one important caveat is that the participants received only a very short introduction to STT. In general, the ability to use a new tool effectively is of course likely to improve with instruction and practice. Importantly, my results do suggest that instruction in STT use in conjunction with writing processes such as revising is crucial for successful usage of this tool. 

Place, publisher, year, edition, pages
Göteborg: Institutionen för svenska, flerspråkighet och språkteknologi, 2023. p. 246
Series
Göteborgsstudier i nordisk språkvetenskap, ISSN 1652-3105 ; 44
Keywords
language, spoken language, reading and writing difficulties, writing processes, writing strategies, keystroke logging, writing tools, assistive technology, speech-to-text, speech recognition, dictation, lexical analysis, revision, text quality, expository texts
National Category
General Language Studies and Linguistics
Research subject
Humanities, Swedish
Identifiers
urn:nbn:se:lnu:diva-124492 (URN)9789180691765 (ISBN)9789180691758 (ISBN)
Public defence
2023-06-16, J330, Humanisten, Renströmsgatan 6, Göteborg, 13:15 (Swedish)
Opponent
Supervisors
Projects
Skriva är silver och tala guld – eller?
Funder
Marcus and Amalia Wallenberg Foundation, 2014–0122
Available from: 2023-09-12 Created: 2023-09-12 Last updated: 2025-02-19Bibliographically approved

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Kraft et al, 2023(439 kB)148 downloads
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Kraft, SannaRack, John

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