Mobile learning evolution: a decade of developments (2014-2023)

The rapid evolution of mobile technologies has significantly transformed educational landscapes over the past decade. This systematic review examines the development of mobile learning environments from 2014 to 2023, analyzing their conceptual foundations, theoretical frameworks, design principles,...

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Main Authors: Mariia A. Kyslova, Serhiy O. Semerikov, Kateryna I. Slovak
Format: Article
Language:English
Published: Academy of Cognitive and Natural Sciences 2025-06-01
Series:Educational Technology Quarterly
Subjects:
Online Access:https://acnsci.org/journal/index.php/etq/article/view/25
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author Mariia A. Kyslova
Serhiy O. Semerikov
Kateryna I. Slovak
author_facet Mariia A. Kyslova
Serhiy O. Semerikov
Kateryna I. Slovak
author_sort Mariia A. Kyslova
collection DOAJ
description The rapid evolution of mobile technologies has significantly transformed educational landscapes over the past decade. This systematic review examines the development of mobile learning environments from 2014 to 2023, analyzing their conceptual foundations, theoretical frameworks, design principles, implementation strategies, and effectiveness. Building on our earlier taxonomy of learning environments, we propose an expanded framework that accommodates emerging technologies and pedagogical approaches. Through a comprehensive analysis of 97 articles published in peer-reviewed journals, we identify key trends in mobile learning research, including the integration of artificial intelligence, extended reality technologies, and learning analytics. Meta-analytic findings demonstrate moderate to significant positive effects of mobile learning on student outcomes across different educational levels and subject domains. The review further reveals that pedagogical approaches such as project-based learning, collaborative learning, and situated learning significantly enhance the effectiveness of mobile learning environments. We also examine challenges in implementation, including technological barriers, pedagogical integration issues, and concerns about equity and accessibility. The paper concludes with a proposed research agenda and practical guidelines for developing effective, inclusive, and sustainable mobile learning environments in the emerging educational technology landscape.
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institution Kabale University
issn 2831-5332
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spelling doaj-art-e5f48dfbf73f4185940fd242c69876032025-08-20T03:29:19ZengAcademy of Cognitive and Natural SciencesEducational Technology Quarterly2831-53322025-06-012025210.55056/etq.25Mobile learning evolution: a decade of developments (2014-2023)Mariia A. Kyslova0https://orcid.org/0000-0002-2863-553XSerhiy O. Semerikov1https://orcid.org/0000-0003-0789-0272Kateryna I. Slovak2https://orcid.org/0000-0003-4012-8386Kryvyi Rih Professional College of State University "Kyiv Aviation Institute"Kryvyi Rih State Pedagogical UniversityAcademy of Cognitive and Natural Sciences The rapid evolution of mobile technologies has significantly transformed educational landscapes over the past decade. This systematic review examines the development of mobile learning environments from 2014 to 2023, analyzing their conceptual foundations, theoretical frameworks, design principles, implementation strategies, and effectiveness. Building on our earlier taxonomy of learning environments, we propose an expanded framework that accommodates emerging technologies and pedagogical approaches. Through a comprehensive analysis of 97 articles published in peer-reviewed journals, we identify key trends in mobile learning research, including the integration of artificial intelligence, extended reality technologies, and learning analytics. Meta-analytic findings demonstrate moderate to significant positive effects of mobile learning on student outcomes across different educational levels and subject domains. The review further reveals that pedagogical approaches such as project-based learning, collaborative learning, and situated learning significantly enhance the effectiveness of mobile learning environments. We also examine challenges in implementation, including technological barriers, pedagogical integration issues, and concerns about equity and accessibility. The paper concludes with a proposed research agenda and practical guidelines for developing effective, inclusive, and sustainable mobile learning environments in the emerging educational technology landscape. https://acnsci.org/journal/index.php/etq/article/view/25mobile learningsystematic reviewtheoretical frameworkseffectivenessemerging technologiesdesign principles
spellingShingle Mariia A. Kyslova
Serhiy O. Semerikov
Kateryna I. Slovak
Mobile learning evolution: a decade of developments (2014-2023)
Educational Technology Quarterly
mobile learning
systematic review
theoretical frameworks
effectiveness
emerging technologies
design principles
title Mobile learning evolution: a decade of developments (2014-2023)
title_full Mobile learning evolution: a decade of developments (2014-2023)
title_fullStr Mobile learning evolution: a decade of developments (2014-2023)
title_full_unstemmed Mobile learning evolution: a decade of developments (2014-2023)
title_short Mobile learning evolution: a decade of developments (2014-2023)
title_sort mobile learning evolution a decade of developments 2014 2023
topic mobile learning
systematic review
theoretical frameworks
effectiveness
emerging technologies
design principles
url https://acnsci.org/journal/index.php/etq/article/view/25
work_keys_str_mv AT mariiaakyslova mobilelearningevolutionadecadeofdevelopments20142023
AT serhiyosemerikov mobilelearningevolutionadecadeofdevelopments20142023
AT katerynaislovak mobilelearningevolutionadecadeofdevelopments20142023