Cargando…
Exploring research trends of technology use in mathematics education: A scoping review using topic modeling
This study performed a scoping review of the literature concerning the use of technology in mathematics education published between January 1981 and March 2022 to explore research trends. After the defined filtering process, we retrieved 2,433 articles from Web of Science, ERIC, and PsycInfo databas...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9903263/ https://www.ncbi.nlm.nih.gov/pubmed/36779196 http://dx.doi.org/10.1007/s10639-023-11603-0 |
_version_ | 1784883437697499136 |
---|---|
author | Hwang, Sunghwan Flavin, Eunhye Lee, Ji-Eun |
author_facet | Hwang, Sunghwan Flavin, Eunhye Lee, Ji-Eun |
author_sort | Hwang, Sunghwan |
collection | PubMed |
description | This study performed a scoping review of the literature concerning the use of technology in mathematics education published between January 1981 and March 2022 to explore research trends. After the defined filtering process, we retrieved 2,433 articles from Web of Science, ERIC, and PsycInfo databases and employed Latent Dirichlet Allocation (LDA) topic modeling to extract key terms and topics from the selected articles. The analysis focused on the four aspects: (a) evolution of research trends of technology use in mathematics education, (b) frequently used words, (c) latent research topics, and (d) research trends for particular topics. The findings revealed a steady increase in research interest, and the combination of frequently used words in the article abstracts suggests popular research topics that have been studied during the set period. The results of LDA identified seven research topics that were not precisely aligned with those identified in prior studies on mathematics education or educational technology. This implied technology integration into mathematics education as a distinctive research area. Over time, the seven topics showed different research trends (stable, fluctuating, increasing, and decreasing). We discussed plausible reasons for these varied patterns and proposed implications based on the research findings. |
format | Online Article Text |
id | pubmed-9903263 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-99032632023-02-07 Exploring research trends of technology use in mathematics education: A scoping review using topic modeling Hwang, Sunghwan Flavin, Eunhye Lee, Ji-Eun Educ Inf Technol (Dordr) Article This study performed a scoping review of the literature concerning the use of technology in mathematics education published between January 1981 and March 2022 to explore research trends. After the defined filtering process, we retrieved 2,433 articles from Web of Science, ERIC, and PsycInfo databases and employed Latent Dirichlet Allocation (LDA) topic modeling to extract key terms and topics from the selected articles. The analysis focused on the four aspects: (a) evolution of research trends of technology use in mathematics education, (b) frequently used words, (c) latent research topics, and (d) research trends for particular topics. The findings revealed a steady increase in research interest, and the combination of frequently used words in the article abstracts suggests popular research topics that have been studied during the set period. The results of LDA identified seven research topics that were not precisely aligned with those identified in prior studies on mathematics education or educational technology. This implied technology integration into mathematics education as a distinctive research area. Over time, the seven topics showed different research trends (stable, fluctuating, increasing, and decreasing). We discussed plausible reasons for these varied patterns and proposed implications based on the research findings. Springer US 2023-02-07 /pmc/articles/PMC9903263/ /pubmed/36779196 http://dx.doi.org/10.1007/s10639-023-11603-0 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Hwang, Sunghwan Flavin, Eunhye Lee, Ji-Eun Exploring research trends of technology use in mathematics education: A scoping review using topic modeling |
title | Exploring research trends of technology use in mathematics education: A scoping review using topic modeling |
title_full | Exploring research trends of technology use in mathematics education: A scoping review using topic modeling |
title_fullStr | Exploring research trends of technology use in mathematics education: A scoping review using topic modeling |
title_full_unstemmed | Exploring research trends of technology use in mathematics education: A scoping review using topic modeling |
title_short | Exploring research trends of technology use in mathematics education: A scoping review using topic modeling |
title_sort | exploring research trends of technology use in mathematics education: a scoping review using topic modeling |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9903263/ https://www.ncbi.nlm.nih.gov/pubmed/36779196 http://dx.doi.org/10.1007/s10639-023-11603-0 |
work_keys_str_mv | AT hwangsunghwan exploringresearchtrendsoftechnologyuseinmathematicseducationascopingreviewusingtopicmodeling AT flavineunhye exploringresearchtrendsoftechnologyuseinmathematicseducationascopingreviewusingtopicmodeling AT leejieun exploringresearchtrendsoftechnologyuseinmathematicseducationascopingreviewusingtopicmodeling |