Reviews in Educational Psychology (Frontiers in Psychology 2010–2024): typology, topics, regional comparative and methodology toward digital and AI approaches

This study presents a systematic review of reviews published in Frontiers in Psychology (2010–2024) to examine methodological and conceptual advances in educational psychology. The objective is to synthesize research trends over 14 years and explore global challenges, such as the digitalization of e...

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Main Authors: Alberto Díaz-Burgos, Jesús N. García-Sánchez, María-Lourdes Álvarez-Fernández, Sónia Brito-Costa, Douglas F. Kauffman, Ting-Chia Hsu, Jesús de la Fuente
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Psychology
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Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1588242/full
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author Alberto Díaz-Burgos
Jesús N. García-Sánchez
María-Lourdes Álvarez-Fernández
Sónia Brito-Costa
Sónia Brito-Costa
Douglas F. Kauffman
Ting-Chia Hsu
Jesús de la Fuente
author_facet Alberto Díaz-Burgos
Jesús N. García-Sánchez
María-Lourdes Álvarez-Fernández
Sónia Brito-Costa
Sónia Brito-Costa
Douglas F. Kauffman
Ting-Chia Hsu
Jesús de la Fuente
author_sort Alberto Díaz-Burgos
collection DOAJ
description This study presents a systematic review of reviews published in Frontiers in Psychology (2010–2024) to examine methodological and conceptual advances in educational psychology. The objective is to synthesize research trends over 14 years and explore global challenges, such as the digitalization of education and the integration of emerging technologies. Following PRISMA guidelines, a comprehensive search was conducted in Frontiers in Psychology, Web of Science, and Scopus, identifying 392 reviews. The selection process involved duplicate removal, title and abstract screening, and full-text evaluation, applying predefined inclusion and exclusion criteria to ensure methodological rigor. Data extraction and classification were carried out using an Excel-based structured database, analyzing publication years, methodological design, data sources, statistical and qualitative analysis methods, validation approaches, theoretical frameworks, thematic areas, geographical distribution, study limitations, reported results, practical applications and study populations. The methodological analysis highlights the predominance of systematic reviews, the increasing adoption of qualitative and mixed-method approaches, and a growing emphasis on digital tools and artificial intelligence. The study also reveals significant regional disparities in research output, with some regions being notably underrepresented. Beyond identifying trends, this review of reviews illustrates how psychology adapts to contemporary educational challenges through interdisciplinary methodologies and evidence-based strategies. The findings provide valuable insights into the evolving challenges in educational psychology, reinforcing the role of Frontiers in Psychology in driving methodological innovation and scholarly discourse. Furthermore, they contribute to the advancement of inclusive and sustainable educational practices aligned with the Sustainable Development Goals (SDGs). Future research should focus on meta-analyses of emerging trends, longitudinal methodological studies, and strategies to address regional imbalances, fostering a more globally representative perspective.
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spelling doaj-art-47f9caa0c8a44c23970dfa709c2cb3412025-08-20T02:37:42ZengFrontiers Media S.A.Frontiers in Psychology1664-10782025-04-011610.3389/fpsyg.2025.15882421588242Reviews in Educational Psychology (Frontiers in Psychology 2010–2024): typology, topics, regional comparative and methodology toward digital and AI approachesAlberto Díaz-Burgos0Jesús N. García-Sánchez1María-Lourdes Álvarez-Fernández2Sónia Brito-Costa3Sónia Brito-Costa4Douglas F. Kauffman5Ting-Chia Hsu6Jesús de la Fuente7Department of Psychology, Sociology and Philosophy, Universidad de León, León, SpainDepartment of Psychology, Sociology and Philosophy, Universidad de León, León, SpainDepartment of Psychology, Sociology and Philosophy, Universidad de León, León, SpainEducation School, Instituto Politécnico de Coimbra, Coimbra, PortugalINED - Center for Research and Innovation in Education, Polytechnic Institute of Porto, Porto, PortugalSchool of Clinical Medicine, Medical University of America-Nevis, Devens, MA, United StatesDepartment of Technology Application and Human Resource Development, National Taiwan Normal University, Taipei City, TaiwanDepartment of Psychology, School of Education and Psychology. University of Navarra, Pamplona, SpainThis study presents a systematic review of reviews published in Frontiers in Psychology (2010–2024) to examine methodological and conceptual advances in educational psychology. The objective is to synthesize research trends over 14 years and explore global challenges, such as the digitalization of education and the integration of emerging technologies. Following PRISMA guidelines, a comprehensive search was conducted in Frontiers in Psychology, Web of Science, and Scopus, identifying 392 reviews. The selection process involved duplicate removal, title and abstract screening, and full-text evaluation, applying predefined inclusion and exclusion criteria to ensure methodological rigor. Data extraction and classification were carried out using an Excel-based structured database, analyzing publication years, methodological design, data sources, statistical and qualitative analysis methods, validation approaches, theoretical frameworks, thematic areas, geographical distribution, study limitations, reported results, practical applications and study populations. The methodological analysis highlights the predominance of systematic reviews, the increasing adoption of qualitative and mixed-method approaches, and a growing emphasis on digital tools and artificial intelligence. The study also reveals significant regional disparities in research output, with some regions being notably underrepresented. Beyond identifying trends, this review of reviews illustrates how psychology adapts to contemporary educational challenges through interdisciplinary methodologies and evidence-based strategies. The findings provide valuable insights into the evolving challenges in educational psychology, reinforcing the role of Frontiers in Psychology in driving methodological innovation and scholarly discourse. Furthermore, they contribute to the advancement of inclusive and sustainable educational practices aligned with the Sustainable Development Goals (SDGs). Future research should focus on meta-analyses of emerging trends, longitudinal methodological studies, and strategies to address regional imbalances, fostering a more globally representative perspective.https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1588242/fullpsychology and educationsystematic reviewmeta-analysissustainabledevelopmentregional comparative
spellingShingle Alberto Díaz-Burgos
Jesús N. García-Sánchez
María-Lourdes Álvarez-Fernández
Sónia Brito-Costa
Sónia Brito-Costa
Douglas F. Kauffman
Ting-Chia Hsu
Jesús de la Fuente
Reviews in Educational Psychology (Frontiers in Psychology 2010–2024): typology, topics, regional comparative and methodology toward digital and AI approaches
Frontiers in Psychology
psychology and education
systematic review
meta-analysis
sustainable
development
regional comparative
title Reviews in Educational Psychology (Frontiers in Psychology 2010–2024): typology, topics, regional comparative and methodology toward digital and AI approaches
title_full Reviews in Educational Psychology (Frontiers in Psychology 2010–2024): typology, topics, regional comparative and methodology toward digital and AI approaches
title_fullStr Reviews in Educational Psychology (Frontiers in Psychology 2010–2024): typology, topics, regional comparative and methodology toward digital and AI approaches
title_full_unstemmed Reviews in Educational Psychology (Frontiers in Psychology 2010–2024): typology, topics, regional comparative and methodology toward digital and AI approaches
title_short Reviews in Educational Psychology (Frontiers in Psychology 2010–2024): typology, topics, regional comparative and methodology toward digital and AI approaches
title_sort reviews in educational psychology frontiers in psychology 2010 2024 typology topics regional comparative and methodology toward digital and ai approaches
topic psychology and education
systematic review
meta-analysis
sustainable
development
regional comparative
url https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1588242/full
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