Research Article

From Emergency to Transformation in Mathematics Education: A Bibliometric Analysis of the COVID-19 Era and Beyond

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Psych Educ Multidisc J, 2025, 45 (2), 248-256, doi: 10.70838/pemj.450207, ISSN 2822-4353

Abstract

When classrooms closed and chalkboards gave way to webcams, mathematics education rapidly shifted to digital and remote modalities, prompting a corresponding surge in research. As the crisis unfolded, scholarly priorities moved from emergency responses to more sustainable and innovation-focused approaches. This bibliometric study analyses 237 peer-reviewed publications from 2020 to 2025, retrieved from Lens.org through a targeted search. Records lacking author-supplied keywords were supplemented with an AI-assisted extraction of salient terms that researchers then verified and standardized. VOSviewer 1.6.20, a specialized software for visualizing bibliometric networks, produced keyword co-occurrence, citation, co-authorship, and bibliographic-coupling maps that reveal thematic clusters and patterns of influence. Results indicate a clear thematic evolution. Early studies concentrated on online access and emergency remote instruction, whereas later work emphasized blended-learning design, teacher agency in hybrid contexts, equity and access, assessment reform, and professional development. Citation analysis highlights a core set of highly influential documents that guided subsequent research. At the same time, co-authorship mapping identifies collaborative networks led mainly by scholars in the United States, the Netherlands, Germany, and the United Kingdom. Bibliographic coupling uncovers cohesive clusters centered on resilient, technology-enhanced pedagogies and equity-oriented frameworks. Overall, the findings trace mathematics-education research as it progressed from short-term solutions to durable instructional innovations.

Keywords: educational technology, vosviewer, covid-19, Mathematics Education, blended learning bibliometric analysis

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Bibliographic Information

Hanifah Daluma, Aniceto Naval, (2025). From Emergency to Transformation in Mathematics Education: A Bibliometric Analysis of the COVID-19 Era and Beyond, Psychology and Education: A Multidisciplinary Journal, 45(2): 248-256
Bibtex Citation
@article{hanifah_daluma2025pemj,
author = {Hanifah Daluma and Aniceto Naval},
title = {From Emergency to Transformation in Mathematics Education: A Bibliometric Analysis of the COVID-19 Era and Beyond},
journal = {Psychology and Education: A Multidisciplinary Journal},
year = {2025},
volume = {45},
number = {2},
pages = {248-256},
doi = {10.70838/pemj.450207},
url = {https://www.scimatic.org/show_manuscript/6162}
}
APA Citation
Daluma, H., Naval, A., (2025). From Emergency to Transformation in Mathematics Education: A Bibliometric Analysis of the COVID-19 Era and Beyond. Psychology and Education: A Multidisciplinary Journal, 45(2), 248-256. https://doi.org/10.70838/pemj.450207

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