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Jacob Davidsen; Rolf Steier – International Journal of Research & Method in Education, 2025
Methodological advancements for the study of learning processes are both shaped by and drivers of technology developments. Interaction Analysis (IA), as a core methodological approach over the past three decades is reflective of this relationship and can be understood by examining moves from analogue video tapes, to digital media, computational…
Descriptors: Educational Research, Interaction, Research Methodology, Computer Use
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Tugay Kaçak; Abdullah Faruk Kiliç – International Journal of Assessment Tools in Education, 2025
Researchers continue to choose PCA in scale development and adaptation studies because it is the default setting and overestimates measurement quality. When PCA is utilized in investigations, the explained variance and factor loadings can be exaggerated. PCA, in contrast to the models given in the literature, should be investigated in…
Descriptors: Factor Analysis, Monte Carlo Methods, Mathematical Models, Sample Size
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Austin C. Kozlowski; James Evans – Sociological Methods & Research, 2025
Large language models (LLMs), through their exposure to massive collections of online text, learn to reproduce the perspectives and linguistic styles of diverse social and cultural groups. This capability suggests a powerful social scientific application--the simulation of empirically realistic, culturally situated human subjects. Synthesizing…
Descriptors: Artificial Intelligence, Social Science Research, Computer Simulation, Research Methodology
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Boris Forthmann; Benjamin Goecke; Roger E. Beaty – Creativity Research Journal, 2025
Human ratings are ubiquitous in creativity research. Yet, the process of rating responses to creativity tasks -- typically several hundred or thousands of responses, per rater -- is often time-consuming and expensive. Planned missing data designs, where raters only rate a subset of the total number of responses, have been recently proposed as one…
Descriptors: Creativity, Research, Researchers, Research Methodology
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Z. Zufahmi; Fatchur Rohman; Murni Sapta Sari – Journal of Biological Education Indonesia (Jurnal Pendidikan Biologi Indonesia), 2025
Augmented reality (AR) is one of the technologies that can be integrated in learning. However, more in-depth information on the advantages of AR is still needed. This systematic review aims to review various studies on AR in science learning and the positive impact of its use that have been published in Scopus indexed journals. The inclusion and…
Descriptors: Computer Simulation, Science Education, Technology Uses in Education, Educational Research
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Barbara Brown; Soroush Sabbaghan – Canadian Journal of Action Research, 2025
In this study, we aimed to examine graduate students' experience when working with peers to complete a learning task focused on conducting a program evaluation in a qualitative research course. A generative artificial intelligence (GenAI)-powered platform was incorporated to support an experiential learning activity designed by the…
Descriptors: Artificial Intelligence, Interviews, Research Methodology, Graduate Students
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Asrizal Wahdan Wilsa; Hartono; Bambang Subali; Enni Suwarsi Rahayu – Malaysian Journal of Learning and Instruction, 2025
Purpose -- Through the use of content analysis, this study was aimed at identifying the patterns in research conducted during the past decade and investigating the bibliometric outcomes of articles focused on augmented reality (AR) utilization in biology learning. Methodology -- This study conducted a bibliometric analysis. To perform the…
Descriptors: Educational Research, Trend Analysis, Computer Simulation, Technology Uses in Education
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Selvakumar Silaiyappan; Sivakumar Palaniyandi – Journal of Learning for Development, 2025
This study aims to identify emerging trends in immersive learning research in teacher education in order to provide researchers with insights into research themes and issues for further exploration. Specifically, the researchers scrutinised the research methods, research outcomes, and technologies employed in immersive learning research in teacher…
Descriptors: Literature Reviews, Teacher Education, Preservice Teachers, Educational Research
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Zhaoyang Liu; Wenlan Zhang; Liangliang Hu – Innovations in Education and Teaching International, 2025
Virtual Reality (VR) is gradually integrating into classroom teaching, emerging as a new trend in educational development in the era of artificial intelligence. Desktop virtual reality stands out due to its lower cost and greater convenience. To elucidate the effectiveness of desktop virtual reality in learning, this paper employs a meta-analysis…
Descriptors: Computer Simulation, Meta Analysis, Teaching Methods, Instructional Effectiveness