Open research questions in Educational Technology and Pedagogy
52 unresolved questions extracted from the limitations and future-work sections of 808 Educational Technology and Pedagogy papers in our library. Each links back to the study that raised it.
What the literature leaves open
The study uses a limited sample size of 375 students. The study only considers two academic years. The paper does not provide a comprehensive comparison with other AI algorithms.
Research on AI-Enabled Single-Chip Microcomputer Teaching Quality Based on Neural Networks · 2026 · DOIThe study suggests optimizing the sensitive factor extraction method. The paper proposes adding prediction conditions related to teaching and learning to improve model performance.
Research on AI-Enabled Single-Chip Microcomputer Teaching Quality Based on Neural Networks · 2026 · DOIThe complexity of the evaluation process. The need to consider the influence of the relationship between the evaluation indicators. The need to determine the impact relationship and degree of influence of indicators.
Exploring the Reform of Course Evaluation System for English Majors in Colleges and Universities in the Internet Era · 2026 · DOIInsufficient adaptation to Gaokao question types. Recognition bias of dialectal accents. Lack of teacher-student interaction.
Reduced course hours. Low students' engagement. Lack of effective pedagogical models.
An Action Research Study on AI-empowered, BOPPPS-framed, and CLIL-integrated Instruction Model in Medical English Teaching · 2026 · DOIThere is little research evidence on this point, how- ever, and results are conflicting.
To analyze the reasons for the difference between the two groups. To examine the interaction between the two factors. To test the effectiveness of the intervention measures in the real classroom environment.
Factors Influencing College Students’ Spoken English Learning and Improvement Strategies · 2026 · DOIThe reasons for the difference between the two groups are not analyzed. The interaction between the two factors is not analyzed. The impact of environmental constraints on psychological barriers is not analyzed.
Factors Influencing College Students’ Spoken English Learning and Improvement Strategies · 2026 · DOIThe current public physical education curriculum system faces challenges such as insufficient alignment with sports education objectives. Traditional teaching models have long constrained university physical education systems.
Research on Optimization of Public Physical Education Curriculum System in Universities from the Perspective of Integration of Physical Education and Sports · 2026 · DOIThe current integration of AI and classroom teaching remains in the preliminary exploration stage. The integration depth is insufficient and the application scenarios are relatively limited. Numerous issues still exist in practice.
Research on the Application Path of Artificial Intelligence Technology in Classroom Teaching in Higher Education · 2026 · DOIFurther research is needed to address the numerous issues that still exist in practice. Further research is needed to explore more effective application paths of AI technology in higher education teaching practices.
Research on the Application Path of Artificial Intelligence Technology in Classroom Teaching in Higher Education · 2026 · DOIInsufficient integration of technology with teaching needs, - Teachers have limited understanding and application ability of AI tools, - Colleges and universities have insufficient investment in digital teaching resources and intelligent platform construction
Innovative Research and Practice on the Teaching Model of the Course “School Physical Education” in Colleges and Universities Empowered by Artificial Intelligence · 2026 · DOIFurther study on the construction of smart teaching environments, - Further study on the application of AI in teaching models
Innovative Research and Practice on the Teaching Model of the Course “School Physical Education” in Colleges and Universities Empowered by Artificial Intelligence · 2026 · DOIReading instruction is a key link in international Chinese language acquisition, and there are still many practical problems in current teaching practice: learners' language proficiency levels are significantly differentiated, it is difficult to achieve hierarchical adaptation of reading texts, the interpretation of cultural connotations in texts remains insufficient, and teachers’ energy is limited, making it difficult to carry out refined personalized teaching.
Application Practice and Teaching Value of NotebookLM in International Chinese Reading Instruction · 2026 · DOITo develop more effective intelligent speech-assisted tools for spoken English teaching. To evaluate the effectiveness of the proposed multi-level optimization strategy. To explore the potential of ELSA in different teaching contexts.
The study needs further revision for AI-empowered standardized evaluation tasks. The sample size is limited to 79 students.
An Action Research Study on AI-empowered, BOPPPS-framed, and CLIL-integrated Instruction Model in Medical English Teaching · 2026 · DOIOptimizing algorithms and interfaces to enhance the practicality of the system. Improving the accuracy of oral feedback. Exploring the application of the system in other subjects and educational settings.
Research on the Design of a Real-Time Feedback System for College English Classrooms Based on an Intelligent Teaching Platform · 2026 · DOICurrent feedback practices in college English classrooms suffer from issues like incomplete coverage and lack of precision. There is a need for a real-time feedback system that can provide detailed and personalized feedback to students.
Research on the Design of a Real-Time Feedback System for College English Classrooms Based on an Intelligent Teaching Platform · 2026 · DOIThere is a gap in the current teaching of reading and writing in junior high school English, with an emphasis on reading over writing. The separation of reading and writing and the separation of learning and application are also problems in current English teaching.
Application of the Production-Oriented Approach in Junior High School English Reading and Writing Lessons · 2026 · DOIThe lack of technical adaptability and depth of teaching are obvious shortcomings in the practical application of AI agents. The existing teaching agents have weak adaptability.
The Application, Dilemma and Optimization Path of Agent Technology in College Classroom Teaching · 2026 · DOIThe gap between the current senior high school English reading classes and the requirements of deep learning. The lack of targeted deep-reading teaching strategies.
Most studies focus on evaluating individual AI tools or specific language skills instead of presenting a comprehensive pedagogical framework for integrating AI across the entire ELT curriculum. There is a need for a framework that integrates multiple educational theories and principles.
Reimagining English Language Teaching through Generative Artificial Intelligence: The SMART-ELT Framework for Indian Higher Education · 2026 · DOIThere is a need to construct a scientific and reasonable evaluation index system for courses. The existing evaluation systems may not be effective in evaluating the construction level of English courses.
Exploring the Reform of Course Evaluation System for English Majors in Colleges and Universities in the Internet Era · 2026 · DOIThere is a need for a tool to track student satisfaction and progress, and predict academic performance. Prior work has not addressed the specific research question of this study.
Future research should focus on three main directions: (1) collecting larger and more balanced datasets across multiple institutions to validate and refine the proposed Bayesian models; (2) incorporating additional predictors such as socioeconomic status, prior language learning experience, and learning style preferences; and (3) developing a real-time early warning dashboard that operationalizes the Bayesian networks for classroom use by teachers and administrators.
Most-cited papers in Educational Technology and Pedagogy
- Exploring the potential of an AI-based Chatbot (ChatGPT) in enhancing English as a Foreign Language (EFL) teaching: perceptions of EFL Faculty Members · Education and Information Technologies · 2023 · 291 citations
- Towards intelligent E-learning systems · Education and Information Technologies · 2022 · 152 citations
- A systematic literature review on educational recommender systems for teaching and learning: research trends, limitations and opportunities · Education and Information Technologies · 2022 · 126 citations
- Artificial Intelligence Technologies in College English Translation Teaching · Journal of Psycholinguistic Research · 2023 · 82 citations
- Towards teaching analytics: a contextual model for analysis of students’ evaluation of teaching through text mining and machine learning classification · Education and Information Technologies · 2021 · 76 citations
- LARGE LANGUAGE MODEL-BASED ARTIFICIAL INTELLIGENCE IN THE LANGUAGE CLASSROOM: PRACTICAL IDEAS FOR TEACHING · Teaching English With Technology · 2023 · 74 citations
- A Systematic Review of Research on the Use of Artificial Intelligence in English Language Teaching and Learning (2015-2021): What are the Current Effects? · Journal of Information Technology Education Research · 2022 · 68 citations
- Teaching Evaluation System by use of Machine Learning and Artificial Intelligence Methods · International Journal of Emerging Technologies in Learning (iJET) · 2021 · 65 citations
- Design and Development of Educational Robot Teaching Resources Using Artificial Intelligence Technology · International Journal of Emerging Technologies in Learning (iJET) · 2021 · 58 citations
- An intelligent tutoring system architecture based on fuzzy neural network (FNN) for special education of learning disabled learners · Education and Information Technologies · 2021 · 57 citations
Most recent work
- College English score data analysis based on artificial intelligence · Discover Artificial Intelligence · 2026
- Enhancing academic English text reasoning via EDA-optimized BERT · Discover Artificial Intelligence · 2026
- Digital and Intelligent Empowerment for Precision Teaching: A Process-oriented Evaluation Model for Higher Mathematics Blended Learning · Asian Journal of Advanced Research and Reports · 2026
- Intelligent auxiliary evaluation method for higher education quality based on data mining technology · Discover Artificial Intelligence · 2026
- Construction of English Teaching Evaluation System Based on Artificial Intelligence · Journal of Computational Methods in Sciences and Engineering · 2026
- A study of English teaching strategies driven by big Data · Journal of Computational Methods in Sciences and Engineering · 2026
- Individualized college English teaching based on artificial intelligence · Journal of Computational Methods in Sciences and Engineering · 2026
- Optimization Strategy of Teaching Resources Based on Artificial Intelligence · Journal of Computational Methods in Sciences and Engineering · 2026
- Application of deep reinforcement learning in the design and optimization of English continuing education teaching content · Discover Artificial Intelligence · 2026
- Factors Influencing College Students’ Spoken English Learning and Improvement Strategies · World Journal of Education and Humanities · 2026
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