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Sandra McKeown; Zuhaib M. Mir – Research Synthesis Methods, 2024
Searching multiple resources to locate eligible studies for research syntheses can result in hundreds to thousands of duplicate references that should be removed before the screening process for efficiency. Research investigating the performance of automated methods for deduplicating references via reference managers and systematic review software…
Descriptors: Literature Reviews, Evaluation, Followup Studies, Automation
Stoyanov, Slavi; Kirschner, Paul A. – Journal of Computer Assisted Learning, 2023
Background: Learning analytics (LA) collects, analyses, and reports data from the learning environment, to provide evidence of the effects of a particular learning design. Learning design (LD) outlines the conceptual framework for a meaningful interpretation of Learning analytics data. Objectives: The study aims to identify the most relevant…
Descriptors: Learning Analytics, Instructional Design, Data Interpretation, Literature Reviews
Blaizot, Aymeric; Veettil, Sajesh K.; Saidoung, Pantakarn; Moreno-Garcia, Carlos Francisco; Wiratunga, Nirmalie; Aceves-Martins, Magaly; Lai, Nai Ming; Chaiyakunapruk, Nathorn – Research Synthesis Methods, 2022
The exponential increase in published articles makes a thorough and expedient review of literature increasingly challenging. This review delineated automated tools and platforms that employ artificial intelligence (AI) approaches and evaluated the reported benefits and challenges in using such methods. A search was conducted in 4 databases…
Descriptors: Artificial Intelligence, Literature Reviews, Databases, Data Analysis
Hanan Khalil; Danielle Pollock; Patricia McInerney; Catrin Evans; Erica B. Moraes; Christina M. Godfrey; Lyndsay Alexander; Andrea Tricco; Micah D. J. Peters; Dawid Pieper; Ashrita Saran; Daniel Ameen; Petek Eylul Taneri; Zachary Munn – Research Synthesis Methods, 2024
Objective: This paper describes several automation tools and software that can be considered during evidence synthesis projects and provides guidance for their integration in the conduct of scoping reviews. Study Design and Setting: The guidance presented in this work is adapted from the results of a scoping review and consultations with the JBI…
Descriptors: Automation, Computer Software, Synthesis, Protocol Analysis
Nguyen Mau Duc; Nguyen Vinh Quang – International Journal of Education in Mathematics, Science and Technology, 2024
This extensive bibliometric analysis examines Augmented Reality (AR) adoption and its effects on chemistry education from 2002 to 2023. AR's interaction, threedimensional visualizations of molecular structures and reactions prove as a promising method for chemical concepts that are ever-increasingly sophisticated and for educational methods that…
Descriptors: Literature Reviews, Bibliometrics, Science Education, Chemistry
Hacer Ozyurt; Ozcan Ozyurt – Education and Information Technologies, 2025
This study aims to examine the temporal evolution and changes of research interests and trends in the educational augmented reality (AR) literature. To this end, 3718 articles published in the 2003-2022 period and indexed in the Scopus database were analyzed through machine learning-based semantic topic modeling and descriptive analysis. The…
Descriptors: Literature Reviews, Educational Trends, Computer Simulation, Physical Environment
Shaw, Liz; Nunns, Michael; Briscoe, Simon; Anderson, Rob; Thompson Coon, Jo – Research Synthesis Methods, 2021
The short time frame associated with rapid reviews can be challenging for researchers conducting qualitative evidence synthesis. In these circumstances a Best-Fit Framework Synthesis, drawing upon existing theory and/or research, may be conducted to rapidly make sense of qualitative evidence. This article discusses a "Rapid Best-Fit"…
Descriptors: Synthesis, Qualitative Research, Evidence, Literature Reviews
Babic, Andrija; Poklepovic Pericic, Tina; Pieper, Dawid; Puljak, Livia – Research Synthesis Methods, 2020
Background: It is challenging to keep systematic reviews (SR) current and updated. Cochrane designated some of its SRs as "stable," that is, not in need of updating. The issue of stabilizing an SR is an important in research synthesis, because it could help reduce research waste. The aim of this study was to analyze publicly available…
Descriptors: Literature Reviews, Research Problems, Synthesis, Evidence
Allen, Justin P.; Kim, Eui Kyung; Jimerson, Shane R. – School Psychology Review, 2023
Meta-analyses and structured reviews provide a synthesis of the results of multiple studies, thus offering unique contributions to informing practice and advancing science in the field of school psychology. High-quality meta-analyses and structured reviews include a review and summary of the extant studies and highlight clear directions for future…
Descriptors: Meta Analysis, Literature Reviews, School Psychology, Synthesis
Nana Osei Bonsu; Jason Zagami; Donna Pendergast; Gideon Boadu – Issues and Trends in Learning Technologies, 2024
This systematic quantitative literature review (SQLR) spans from 2013 to 2023 and includes 40 research articles that meet the inclusion criteria. It explores the intersection of virtual reality (VR) and history education. This SQLR serves as a scoping of the field, discovering key contributors, publication trends, research types, geographic…
Descriptors: Literature Reviews, History Instruction, Computer Simulation, Technology Uses in Education
Gusenbauer, Michael – Research Synthesis Methods, 2021
Academic research has changed in recent years. It has entered the age of abundant scholarly information. New scientometric data shows impressive increases in both the quantity and quality of information researchers produce. Since 2007 about the same number of publications have become accessible on databases as more than the hundred years prior. At…
Descriptors: Access to Information, Scholarship, Information Retrieval, Synthesis
Cumming, Michelle M.; Bettini, Elizabeth; Chow, Jason C. – Exceptional Children, 2023
High-quality systematic literature reviews provide a systematic process for identifying, synthesizing, and critiquing multiple studies and, in turn, inform theory, research, practice, and policy. With a focus on special education systematic reviews, we propose four core principles (i.e., coherence, contextualization, generativity, and…
Descriptors: Students with Disabilities, Special Education, Literature Reviews, Educational Research
Chong, Sin Wang; Plonsky, Luke – TESOL Quarterly: A Journal for Teachers of English to Speakers of Other Languages and of Standard English as a Second Dialect, 2021
Secondary research in the form of literature reviews facilitates consolidation and transfer of knowledge. In the field of TESOL, the majority of secondary research is conducted in the form of narrative reviews, which rely on the researchers' selection and interpretation of primary studies and findings. Systematic reviews, which can be broadly…
Descriptors: English (Second Language), Second Language Instruction, Qualitative Research, Educational Research
Jina Kang; Xinhao Xu; Lili Yan – Education and Information Technologies, 2025
Computer-supported collaborative learning (CSCL) environments have been developed to connect learners, whether geographically apart or together, to accomplish shared tasks collaboratively and interactively. Despite the extensive adoption of immersive technologies such as virtual or augmented reality in various educational contexts, the current…
Descriptors: Literature Reviews, Technology Uses in Education, Educational Technology, Cooperative Learning
Bradbury-Jones, Caroline; Breckenridge, Jenna P.; Clark, Maria T.; Herber, Oliver R.; Jones, Christine; Taylor, Julie – International Journal of Social Research Methodology, 2019
Literature reviews are an important and popular part of synthesising evidence across a range of disciplines. There are numerous approaches, each with their distinctive features and purposes. The aim of this article is to advance the science of literature reviewing by describing a new form of review: The 'Focused Mapping Review and Synthesis'…
Descriptors: Social Science Research, Literature Reviews, Synthesis, Maps