Trends in Pedagogical Research: A Scopus-Based Bibliometric Analysis of Learning Environments (2000–2025)
Abstract
This study conducts a bibliometric analysis of pedagogical research in learning environments indexed in Scopus between 2000 and 2025. From an initial 5,869 records, 713 articles were identified through the PRISMA protocol and analyzed to map publication trends, thematic clusters, and institutional contributions. Results show a sharp increase in publications after 2016, with a peak in 2023 (67 articles), reflecting the growing interest in digital pedagogy. The United States dominates the field with 351 documents and 3,565 citations, followed by the United Kingdom and Australia. Three major clusters were identified: (1) technology-based environments such as e-learning, blended learning, and virtual reality; (2) pedagogical designs including problem-based learning, educational computing, and human–computer interaction; and (3) human-centered approaches focusing on professional development, students, and socio-emotional aspects. This study highlights the research gap in long-term global mapping of pedagogical studies and contributes by visualizing 25-year trends, leading contributors, and keyword evolution. The findings provide implications for policymakers, educators, and researchers in adopting adaptive, technology-integrated, and inclusive pedagogical practices that promote both academic achievement and student well-being.
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D. M. H. Nguyen and T. N. T. Van, “Core Values in Educating Human Resources for Socio-economic Transformations in Viet Nam,” Rethink. Asian Capital., pp. 115–127, 2022, https://doi.org/10.1007/978-3-030-98104-4_5.
N. Knyazeva, I. Mikhaylova, T. Shindina, and N. Usmanova, “Mechanism for Managing the Development of University Teachers Digital Competencies in the Conditions of Digital Transformation.,” IEEE Int. Conf. Interdiscip. Approaches Technol. Manag. Soc. Innov., pp. 1–5, 2024, https://doi.org/10.1109/Inforino60363.2024.10551937.
P. Tiwari, R. J. Garg, P. Singh, and A. Jain, “Digital Transformation and HR Strategies Linkage-With Special Reference to Delhi & NCR,” IEEE Int. Conf. Interdiscip. Approaches Technol. Manag. Soc. Innov., pp. 1–5, 2024, https://doi.org/10.1109/IATMSI60426.2024.10502551.
I. Sasson, I. Yehuda, S. Miedijensky, and N. Malkinson, “Designing new learning environments: An innovative pedagogical perspective,” Curric. J., vol. 33, no. 1, pp. 61–81, 2022, https://doi.org/10.1002/curj.125.
D. Gonda, G. Pavlovičová, V. Ďuriš, and A. Tirpáková, “Implementation of Pedagogical Research into Statistical Courses to Develop Students’ Statistical Literacy,” Mathematics, vol. 10, no. 11, 2022, https://doi.org/10.3390/math10111793.
R. Huang, M. A. Adarkwah, M. Liu, Y. Hu, R. Zhuang, and T. Chang, “Digital Pedagogy for Sustainable Education Transformation: Enhancing Learner-Centred Learning in the Digital Era,” Front. Digit. Educ., vol. 1, no. 4, pp. 279–294, 2024, https://doi.org/10.1007/s44366-024-0031-x.
B. J. Fraser, “The Evolution of the Field of Learning Environments Research,” Educ. Sci., vol. 13, no. 3, 2023, https://doi.org/10.3390/educsci13030257.
F. J. Agbo, S. S. Oyelere, J. Suhonen, and M. Tukiainen, “Scientific production and thematic breakthroughs in smart learning environments: a bibliometric analysis,” Smart Learn. Environ., vol. 8, no. 1, pp. 1–25, 2021, https://doi.org/10.1186/s40561-020-00145-4.
J. S. Barrot, “Social media as a language learning environment: a systematic review of the literature (2008-2019),” Comput. Assist. Lang. Learn., vol. 35, no. 9, pp. 2534–2562, 2022, https://doi.org/10.1080/09588221.2021.1883673.
T. Valtonen et al., “Learning environments preferred by university students: a shift toward informal and flexible learning environments,” Learn. Environ. Res., vol. 24, no. 3, pp. 371–388, 2021, https://doi.org/10.1007/s10984-020-09339-6.
X. Pan, “Online Learning Environments, Learners’ Empowerment, and Learning Behavioral Engagement: The Mediating Role of Learning Motivation,” SAGE Open, vol. 13, no. 4, pp. 1–16, 2023, https://doi.org/10.1177/21582440231205098.
R. F. O. Cayubit, “Why learning environment matters? An analysis on how the learning environment influences the academic motivation, learning strategies and engagement of college students,” Learn. Environ. Res., vol. 25, no. 2, pp. 581–599, 2022, https://doi.org/10.1007/s10984-021-09382-x.
C. Baah, I. Govender, and P. R. Subramaniam, “Enhancing Learning Engagement: A Study on Gamification’s Influence on Motivation and Cognitive Load,” Educ. Sci., vol. 14, no. 10, 2024, https://doi.org/10.3390/educsci14101115.
P. F. Oliveira and P. Matos, “Evaluate Academic Performance of Coursera Courses Integration, a Case Study of a Collaborative Smart Learning,” Proc. TEEM 2023, pp. 943–952, 2024, https://doi.org/10.1007/978-981-97-1814-6_92.
G. Kestin, K. Miller, A. Klales, T. Milbourne, and G. Ponti, “AI tutoring outperforms in-class active learning: an RCT introducing a novel research-based design in an authentic educational setting,” Sci. Rep., vol. 15, no. 1, pp. 1–10, 2025, https://doi.org/10.1038/s41598-025-97652-6.
S. Willermark, “Interaction disclosed: Unpacking student computer supported collaborative learning,” 26th Am. Conf. Inf. Syst. AMCIS 2020, 2020, https://aisel.aisnet.org/amcis2020/is_education/is_education/8/.
K. A. Galeboe, R. Moalosi, Y. Rapitsenyane, and V. Ruele, “What is the impact of using design and technology pedagogy to support the attainment of 21st-century skills?,” Discov. Educ., vol. 4, no. 1, 2025, https://doi.org/10.1007/s44217-025-00604-5.
D. Pérez-Marín, “A Review of the Practical Applications of Pedagogic Conversational Agents to Be Used in School and University Classrooms,” Digital, vol. 1, no. 1, pp. 18–33, 2021, https://doi.org/10.3390/digital1010002.
L. Ceelen, A. Khaled, L. Nieuwenhuis, and E. de Bruijn, “Pedagogic practices in the context of students’ workplace learning: a literature review,” J. Vocat. Educ. Train., vol. 75, no. 4, pp. 810–842, 2023, https://doi.org/10.1080/13636820.2021.1973544.
J. Suárez, J. Vera, and D. Palacios, “Modelo de Estrategias Metodológicas para la optimización de los procesos pedagógicos,” Encuentros (Maracaibo), no. 17, pp. 78–91, 2023, https://encuentros.unermb.web.ve/index.php/encuentros/article/view/379.
G. Bautista and M. López-Costa, “Smart learning spaces considering the integration of the pedagogical, environmental and digital dimensions: a systematic review,” Learn. Environ. Res., no. 0123456789, 2025, https://doi.org/10.1007/s10984-025-09551-2.
J. Boman, B. Lindsay, E. Bernier, and M. A. Boyce, “Fostering student wellbeing in the postsecondary teaching and learning environment,” J. Furth. High. Educ., vol. 49, no. 2, pp. 230–242, 2025, https://doi.org/10.1080/0309877X.2024.2447852.
M. O. Horverak, “Psychosocial learning environment and inclusion in primary school: Challenges from a student perspective,” Issues Educ. Res., vol. 34, no. 2, pp. 547–565, 2024, https://doi.org/10.4018/979-8-3693-8312-4.ch007.
K. Lister et al., “Positive Digital Practices: Supporting Positive Learner Identities and Student Mental Wellbeing in Technology-Enhanced Higher Education,” J. Interact. Media Educ., vol. 2024, no. 1, pp. 1–20, 2024, https://doi.org/10.5334/jime.831.
S. Guo et al., “Measuring Positive Childhood Experiences: Testing the Structural and Predictive Validity of the Health Outcomes From Positive Experiences (HOPE) Framework,” Acad. Pediatr., vol. 22, no. 6, pp. 942–951, 2022, https://doi.org/10.1016/j.acap.2021.11.003.
R. Daltry, J. Hinks, C. Sun, L. Major, M. Otieno, and K. Otieno, “Integrating Digital Personalised Learning into Early-Grade Classroom Practice: A Teacher–Researcher Design-Based Research Partnership in Kenya,” Educ. Sci., vol. 15, no. 6, pp. 1–30, 2025, https://doi.org/10.3390/educsci15060698.
J. Väätäjä and S.-M. Frangou, “Conceptualising a Model for Meaningful Digital Pedagogy,” Innov. Technol. Learn., vol. 13117, 2021, https://doi.org/10.1007/978-3-030-91540-7_26.
R. F. Schmid, E. Borokhovski, R. M. Bernard, D. I. Pickup, and P. C. Abrami, “A meta-analysis of online learning, blended learning, the flipped classroom and classroom instruction for pre-service and in-service teachers,” Comput. Educ. Open, vol. 5, no. January, p. 100142, 2023, https://doi.org/10.1016/j.caeo.2023.100142.
M. Conrad, D. Kablitz, and S. Schumann, “Learning effectiveness of immersive virtual reality in education and training: A systematic review of findings,” Comput. Educ. X Real., vol. 4, no. December 2023, p. 100053, 2024, https://doi.org/10.1016/j.cexr.2024.100053.
L. Archambault, H. Leary, and K. Rice, “Pillars of online pedagogy: A framework for teaching in online learning environments,” Educ. Psychol., vol. 57, no. 3, pp. 178–191, 2022, https://doi.org/10.1080/00461520.2022.2051513.
F. Ssemugenyi, “Teaching and learning methods compared: A pedagogical evaluation of problem-based learning (PBL) and lecture methods in developing learners’ cognitive abilities,” Cogent Educ., vol. 10, no. 1, 2023, https://doi.org/10.1080/2331186X.2023.2187943.
H. Tadjer, Y. Lafifi, H. Seridi-Bouchelaghem, and S. Gülseçen, “Improving soft skills based on students’ traces in problem-based learning environments,” Interact. Learn. Environ., vol. 30, no. 10, pp. 1879–1896, 2022, https://doi.org/10.1080/10494820.2020.1753215.
A. Csanadi, I. Kollar, and F. Fischer, “Pre-service teachers’ evidence-based reasoning during pedagogical problem-solving: better together?,” Eur. J. Psychol. Educ., vol. 36, no. 1, pp. 147–168, 2021, https://doi.org/10.1007/s10212-020-00467-4.
H. Ma, M. Zhao, H. Wang, X. Wan, T. W. Cavanaugh, and J. Liu, “Promoting pupils’ computational thinking skills and self-efficacy: a problem-solving instructional approach,” Educ. Technol. Res. Dev., vol. 69, no. 3, pp. 1599–1616, 2021, https://doi.org/10.1007/s11423-021-10016-5.
T. Kaluarachchi, A. Reis, and S. Nanayakkara, “A review of recent deep learning approaches in human-centered machine learning,” Sensors, vol. 21, no. 7, pp. 1–29, 2021, https://doi.org/10.3390/s21072514.
P. Topali, A. Ortega-Arranz, M. J. Rodríguez-Triana, E. Er, M. Khalil, and G. Akçapınar, “Designing human-centered learning analytics and artificial intelligence in education solutions: a systematic literature review,” Behav. Inf. Technol., vol. 44, no. 5, pp. 1071–1098, 2025, https://doi.org/10.1080/0144929X.2024.2345295.
S. C. Kong and Y. Yang, “A Human-Centered Learning and Teaching Framework Using Generative Artificial Intelligence for Self-Regulated Learning Development Through Domain Knowledge Learning in K-12 Settings,” IEEE Trans. Learn. Technol., vol. 17, pp. 1588–1599, 2024, https://doi.org/10.1109/TLT.2024.3392830.
T. H. I. Alam and and I. S. Windiarti, “The Future of Artificial Intelligence in Interactive Learning: Trends, Challenges, Opportunities,” Eng. Proc., vol. 84, no. 1, 2025, https://doi.org/10.3390/engproc2025084087.
A. I. Stoumpos and R. I. Stoumpou, “Modern Digital and Technological Educational Methods,” Trends High. Educ., vol. 4, no. 2, pp. 1–30, 2025, https://doi.org/10.3390/higheredu4020025.
J. L. Cabanillas-García, “International Trends and Influencing Factors in the Integration of Artificial Intelligence in Education with the Application of Qualitative Methods,” Informatics, vol. 12, no. 3, p. 61, 2025, https://doi.org/10.3390/informatics12030061.
A. S. Alammary, “Optimizing Components Selection in Blended Learning: Toward Sustainable Students Engagement and Success,” Sustain., vol. 16, no. 12, 2024, https://doi.org/10.3390/su16124923.
I. Zitha, M. G. Mokganya, and T. Manyage, “Integration of Blended Learning in the Advent of COVID-19: Online Learning Experiences of the Science Foundation Students,” Educ. Sci., vol. 13, no. 7, 2023, https://doi.org/10.3390/educsci13070704.
V. M. Valle-Muñoz, M. Mendoza-Muñoz, and E. Villa-González, “Physical Literacy as a Pedagogical Model in Physical Education,” Children, vol. 12, no. 8, p. 1008, 2025, https://doi.org/10.3390/children12081008.
D. Howley, B. Dyson, S. Baek, J. Fowler, and Y. Shen, “Opening up Neat New Things: Exploring Understandings and Experiences of Social and Emotional Learning and Meaningful Physical Education Utilizing Democratic and Reflective Pedagogies,” Int. J. Environ. Res. Public Health, vol. 19, no. 18, pp. 1–17, 2022, https://doi.org/10.3390/ijerph191811229.
C. E. Dixon, “Exploring the Intersection of Youth Development, Physical Education, Teacher Education, and Social Justice,” Youth, vol. 5, no. 2, p. 59, 2025, https://doi.org/10.3390/youth5020059.
DOI: https://doi.org/10.59247/jtped.v2i3.32
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