Artificial intelligence in teaching and teacher professional development: A systematic review
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The application of Artificial Intelligence (AI) technology in education is increasingly recognized as a key driver of educational innovation. While extensive literature exists on the integration of AI technologies in educational settings, less emphasis has been placed on the critical role of teachers and their professional development needs. This study systematically reviews research conducted between 2015 and 2024 on teachers' use of AI technology in their teaching and professional development, focusing on the relationship between the supply of professional development opportunities and the demand for AI integration among teachers. Using PRISMA principles and protocols, this review identified and synthesized 95 relevant research articles. The findings reveal a significant imbalance in research focus. Specifically, 65% of the studies examined the application of AI in teaching, including technologies such as conversational AI and related technologies, AI-driven learning and assessment systems, immersive technologies, visual and auditory computing, and teaching and learning analytics. In contrast, only 35% of the studies explored AI's role in enhancing teacher professional development. This review highlights a gap in research addressing the development needs of teachers as they integrate AI technologies into their teaching practices. It emphasizes the need for future research to focus more on the potential of AI in teacher professional development and to investigate how AI tech…
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The widespread availability of GAI tools capable of generating explanations, case analyses, and personalized learning materials challenges the conventional assumption that teachers serve as the primary source of information and guidance.
“The widespread availability of GAI tools capable of generating explanations, case analyses, and even personalized learning materials challenges the conventional assumption that teachers serve as the primary source of information and guidance [11, 12].”
From Expanding the Roles of Medical Educators in the Generative Artificial Intelligence Era: A Qualitative Study (2026) · cites this paper as [12]
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Preparing future educators for AI-enhanced classrooms: Insights into AI literacy and integration
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Prilop, C. N., Mah, D.-K., Jacobsen, L. J., Hansen, R. R., Weber, K. E., & Hoya, F. (2025) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2025.100471 · Cited by 95 · see citing works
Tripathi, T., Sharma, S. R., Singh, V., Bhargava, P., & Raj, C. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1651217 · Cited by 51 · see citing works
Wang, Y. J., Wei, Z., Wijaya, T. T., Cao, Y., & Ning, Y. (2025) · BMC Psychology · doi:10.1186/s40359-025-02781-2 · Cited by 59 · see citing works
“Currently, curriculum development is primarily carried out independently by teachers, without a sufficient support structure in place [76].”
Microlearning and generative AI for pre-service teacher education: a qualitative case study
Kohnke, L., Zou, D., & Xie, H. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13606-5 · Cited by 50 · see citing works
“…suggests that AI-driven reflection tools (automated teaching simulations, multimodal teaching behaviour analysis) can mitigate this issue by prompting learners to engage in structured and deeper analysis of pedagogical strategies (Tan et al., 2025; Phillips et al., 2022; Zheng et al., 2024).”
Gamlem, S. M., McGrane, J., Brandmo, C., Moltudal, S., Sun, S. Z., & Hopfenbeck, T. N. (2025) · Educational Psychology · doi:10.1080/01443410.2025.2528663 · Cited by 40 · see citing works
“GenAI-technologies can reshape education landscapes by offering new possibilities for enhanced learning, teaching, and student engagement (Hu, 2023; Tan et al., 2025).”
Li, K., Wang, P., & Chen, G. (2025) · Teaching and Teacher Education · doi:10.1016/j.tate.2025.105219 · Cited by 48 · see citing works
Younas, M., El-Dakhs, D., & Noor, U. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1689205 · Cited by 36 · see citing works
Chen, J., He, X., Ning, Y., Wijaya, T. T., & Liu, J. (2025) · The Asia-Pacific Education Researcher · doi:10.1007/s40299-025-01020-x · Cited by 30 · see citing works
Tan, X., Cheng, G., & Ling, M. H. (2025) · Computers and Education: Artificial Intelligence · doi:10.1016/j.caeai.2025.100461 · Cited by 27 · see citing works
Self-citationFrom intuition to action: Exploring teachers' ethical awareness in the use of AI tools in education
Ho, C., & Lee, J. C.-K. (2025) · Computers and Education: Artificial Intelligence · doi:10.1016/j.caeai.2025.100502 · Cited by 25 · see citing works
Tan, X. J., Cheng, G., & Ling, M. H. (2025) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2025.100521 · Cited by 39 · see citing works
Self-citationProfessional Development Analytics: A Smart Model for Industry 5.0
Tusquellas, N., Santiago, R., & Palau, R. (2025) · Applied Sciences · doi:10.3390/app15042057 · Cited by 23 · see citing works
Mindset matters: Fostering teachers’ responsible AI use through professional development
Huynh, L., Le, T. H., Dang, B., An, B. T., Vu, C. T., & Nguyen, A. (2025) · Journal of New Approaches in Educational Research · doi:10.1007/s44322-025-00043-y · Cited by 22 · see citing works
“In particular, most research has examined AI tool applications and teacher perceptions, while only a few studies have addressed teacher PD (Chiu, 2024b; Tan et al., 2025; Zhang et al., 2023).”
Mapping the evolution of AI in education: Toward a co-adaptive and human-centered paradigm
Feng, S., Zhang, H., & Gašević, D. (2025) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2025.100513 · Cited by 25 · see citing works
Tang, Z., & Liao, J. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105672 · Cited by 21 · see citing works
The More Anxious, the More Dependent? The Impact of Math Anxiety on AI‐Assisted Problem‐Solving
Chen, F., Chen, J., & Xu, Y. (2025) · Psychology in the Schools · doi:10.1002/pits.23500 · Cited by 32 · see citing works
“…when designing tasks, teachers need to fully consider their own teaching beliefs, students' learning needs, and course objectives (Børte et al. 2023), ensuring that the use of AI technology genuinely serves the purpose of education and promotes student learning and development (Tan et al. 2025).”
Jayasinghe, S., Gamage, K. A. A., Yang, D., Cheng, C., Disanayake, C., & Apeji, U. D. (2026) · Education Sciences · doi:10.3390/educsci16010137 · Cited by 23 · see citing works
Wu, H., Zeng, Y., Chen, Z., & Liu, F. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13672-9 · Cited by 21 · see citing works
“…- ing of AI’s functioning, the ability to interpret and guide AI-generated content, and the capacity to tailor the technology to achieve specific educational goals—such as promoting personalized learning, fostering creativity, or automating certain instruc - tional tasks (Tan et al., 2025).”
Undergraduate students’ learning outcomes with ChatGPT: A meta-analytic study
Mo, F., Huang, J., Yang, Y., Ozen, Z., Maeda, Y., & Olenchak, F. R. (2025) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2025.100536 · Cited by 18 · see citing works
Panke, S. (2025) · Journal of Teacher Education · doi:10.1177/00224871251325065 · Cited by 28 · see citing works
“Similarly, Tan et al. (2024) emphasized the importance of AI literacy, pedagogical integration, and ethical considerations in teacher professional development programs.”
Eyal, L. (2025) · Education Sciences · doi:10.3390/educsci15111452 · Cited by 18 · see citing works
“As noted by Tan et al. (2025), a significant research imbalance favors AI applications in teaching over professional development, alongside ethical concerns such as privacy breaches and biases.”
Tan, S. C., Tan, Y. Y., Teo, C. L., & Yuan, G. (2025) · British Journal of Educational Technology · doi:10.1111/bjet.70013 · Cited by 12 · see citing works
Arif, M., Ismail, A., & Irfan, S. (2025) · International Journal of Environment, Engineering and Education · doi:10.55151/ijeedu.v7i1.184 · Cited by 16
“Moreover, with these tools, sustainability education is stimulated as much as creating a sense of belonging, responsibility, and action in response to issues at a young age [37], [38].”
Teachers’ professional identity in the era of artificial intelligence: A phenomenological study
Isma’il, A., & Ibrahim, H. B. (2025) · International Journal of Professional Development Learners and Learning · doi:10.30935/ijpdll/17416 · Cited by 13 · see citing works
Aridan, M., Hijriyah, U., Khabibjonovna, K. N., Geng, H., Azad, I., & Elyas, T. (2025) · LLT Journal: A Journal on Language and Language Teaching · doi:10.24071/llt.v28i2.12274 · Cited by 13
“The readiness gaps highlighted in this study further reinforce the argument of Tan et al. (2025) that effective implementation of deep learning requires targeted, context-specific interventions.”
Zhuang, Y.-L., & Zhang, S. (2025) · Eurasia Journal of Mathematics, Science and Technology Education · doi:10.29333/ejmste/16764 · Cited by 13 · see citing works
Teachers’ doings in the AI era: From transmission to relation
Nussbaum, M., Bekerman, Z., Archambault, L., Ranieri, M., Yilmaz, R., Wu, J., van Braak, J., Zou, D., & Tsai, C. (2026) · Computers & Education · doi:10.1016/j.compedu.2026.105617 · Cited by 14 · see citing works
Artificial intelligence in K-12 instruction: the role of teacher professional development
Mah, D.-K., Groß, N., Egloffstein, M., & Prilop, C. N. (2026) · Smart Learning Environments · doi:10.1186/s40561-026-00442-4 · Cited by 14 · see citing works
“In keeping with this, research indicates that AI-related PD activities for teachers remain rather limited (Ng et al., 2025; Sperling et al., 2024; Tan et al., 2025).”
InfluentialLanda-Blanco, M. (2026) · Frontiers in Education · doi:10.3389/feduc.2025.1681836 · Cited by 12 · see citing works
Sadaf, A., Maxwell, D., Küplüce, C., & Holz, H. (2025) · Computers and Education Open · doi:10.1016/j.caeo.2025.100305 · Cited by 12 · see citing works
de Vera, J. L., Castulo, N., Sebial, S. C., Aliazas, J. V. C., Pelgone, A. J. O., Gonong, D. M. D. M., Pastor, C. J. M., & Ramos-Butron, B. (2025) · Disciplinary and Interdisciplinary Science Education Research · doi:10.1186/s43031-025-00143-x · Cited by 11 · see citing works
“AI has been extensively investigated in education, but only 35% of studies have examined its effects on teachers’ professional development (Tan et al., 2025).”
Mendiola, M. S., Anakin, M., Findyartini, A., Levine, R., Silva, A. S. D., & Vakani, F. S. (2025) · MedEdPublish · doi:10.12688/mep.21403.1 · Cited by 9 · see citing works
“Additionally, emerging evidence suggests that GenAI-assisted feedback can deepen educators’ reflection 17 .”
Sun, N., & Sun, Y.-H. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105546 · Cited by 10 · see citing works
Using ChatGPT Voice to Improve Speaking Skills in English Language Learners
Nuñez, A. A. C., Nuñez, M. S. C., Pachay, J. F. Z., & Bosquez, A. M. C. B. C. (2025) · Ciencia Latina Revista Científica Multidisciplinar · doi:10.37811/cl_rcm.v9i1.16390 · Cited by 10
“Exploring synergies between AI and blended learning methodologies could further maximize pedagogical benefits (Tan et al., 2025).”
Not Ready for AI? Exploring Teachers’ Negative Attitudes Toward Artificial Intelligence
Țîru, L. G., Gherheș, V., Stoicov, I., & Stanici, M. (2025) · Societies · doi:10.3390/soc15120337 · Cited by 11 · see citing works
Yurt, E., & Kaşarcı, İ. (2025) · AERA Open · doi:10.1177/23328584251403990 · Cited by 9 · see citing works
“…extent to which emerging technologies such as AI are explicitly embedded into teacher training curricula remains limited and largely depends on individual institutions’ initiatives (Aljemely, 2024; Tan et al., 2025; United Nations Educational, Scientific and Cultural Organization [UNESCO], 2024).”
Artificial intelligence for inclusive and sustainable international education
Duke, B. C. (2026) · Journal of International Students · doi:10.32674/96t36095 · Cited by 5 · see citing works
“Both of these e-learning technological approaches enhanced with AI can be used to educate and motivate people regarding embedding DEI involvement in international sustainable development practice (Tan et al., 2025a, p. 12).”
Educators’ Acceptance and Use of AI Software: UTAUT2 Model
AÇIKGÜL, K., & Şad, S. N. (2026) · SAGE Open · doi:10.1177/21582440251413449 · Cited by 8 · see citing works
“The efficient use of AI in education brings new responsibilities to educators (Ayanwale et al., 2022; Bower et al., 2024; Sanusi et al., 2024; Tan et al., 2025; Zhai et al., 2021).”
Antara, I. G. W. S., Diputra, K. S., & Wirawan, K. A. S. I. (2025) · Paedagogi Jurnal Kajian Ilmu Pendidikan (e-journal) · doi:10.24114/paedagogi.v11i2.69279 · Cited by 4 · see citing works
“An important framework for analyzing the integration of AI into teacher preparation is the Technological Pedagogical Content Knowledge (TPACK) model (X. Tan et al., 2025b).”
InfluentialCharting new territories: Artificial Intelligence in the context of teacher education
Carrillo, C., & Flores, M. A. (2025) · European Journal of Teacher Education · doi:10.1080/02619768.2025.2586365 · Cited by 8 · see citing works
Pusparini, L. A., Silitonga, L. M., & Senowarsito (2025) · Jurnal Varidika · doi:10.23917/varidika.v37i1.10431 · Cited by 8
“Research on the effectiveness of AI technologies in education is still ongoing, while motivating students in foreign language learning remains a crucial and challenging task (Tan et al., 2025).”
Akanda, F., & Talukder, T. (2026) · Social Sciences & Humanities Open · doi:10.1016/j.ssaho.2026.102437 · Cited by 15 · see citing works
Designing effective AI professional development: A framework grounded in intelligent-TPACK
Doğan, S. (2026) · Computers and Education Open · doi:10.1016/j.caeo.2026.100337 · Cited by 13 · see citing works
Kohnke, L. (2025) · Australian Journal of Applied Linguistics · doi:10.29140/ajal.v8n4.102889 · Cited by 12 · see citing works
“Studies to date that consider GenAI-related practices offer limited descrip - tions; accordingly, we refer to these practices as indicative rather than exhaustive and consider them to be contingent on context and available support (Tan et al., 2025; Zhu & Wang, 2025).”
InfluentialEvangelou, S. M., & Xenos, M. (2025) · Next Research · doi:10.1016/j.nexres.2025.101000 · Cited by 7 · see citing works
Fadillah, E. N. F., Saridah, S., Kamilasari, M., Nur'aida, A., Hafizudin, H., Kamilia, A., & Sulaeman, D. (2025) · Journal of Languages and Language Teaching · doi:10.33394/jollt.v13i1.13356 · Cited by 7 · see citing works
“In recent years, the integration of artificial intelligence (AI) into education has been transformative, reshaping instructional methods, student engagement, and learning personalization across various fields (Zawacki-Richter et al., 2019; Tan et al., 2025).”
Shen, W., Chai, C. S., Chiu, T. K. F., Yau, K. W., Meng, H. M. L., King, I., Wong, S., & Yeung, Y. A. M. (2026) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2026.100564 · Cited by 7 · see citing works
Jiang, S., & Li, J. (2026) · Education Sciences · doi:10.3390/educsci16020315 · Cited by 7 · see citing works
Sathya, M., & Alamelu, R. (2026) · Journal of New Approaches in Educational Research · doi:10.1007/s44322-026-00052-5 · Cited by 10 · see citing works
“This adds to a growing body of evidence supporting the idea that individualised, modular professional learning tools have the potential to be a powerful stimulus for teacher motivation and learning (Tan et al., 2024).”
InfluentialZiying, L., Yongchun, H., & Qiaoping, Z. (2026) · Computers and Education Open · doi:10.1016/j.caeo.2026.100330 · Cited by 12 · see citing works
How are faculty and college students embracing AI? — A multi-informant mixed method study
Xie, L., Jiang, Y., Chang, C., Zeng, X.-Y., Hong, J. S., & Mo, F. (2025) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2025.100506 · Cited by 7 · see citing works
Chilean Teachers’ Knowledge of and Experience with Artificial Intelligence as a Pedagogical Tool
Alé-Silva, J., Ávalos, B., & Araya, R. (2025) · Education Sciences · doi:10.3390/educsci15101268 · Cited by 8 · see citing works
“…in education (OECD, 2023), little is still known about teachers’ knowledge of the subject (Sun et al., 2023; Kim et al., 2022; Luckin et al., 2022; Tan et al., 2024), and there is limited empirical evidence linking such knowledge to the AI ethical aspects involved (Celik, 2023; Holmes et al.,…”
InfluentialAI-Enhanced Cyber Science Education: Innovations and Impacts
Triplett, W. J. (2025) · Inf. · doi:10.3390/info16090721 · Cited by 6 · see citing works
Inteligencia Artificial en la Educación: Avances, Retos Éticos y Perspectivas Pedagógicas.
Villarroel-Molina, R. R., Velasco, M. L. Z., Villarroel-Molina, L. M., Molina-Endara, C. M., & Peralta-Arana, M. J. (2025) · Innova Science Journal · doi:10.63618/omd/isj/v3/n3/90 · Cited by 11 · see citing works
El-Farahaty, H. (2025) · International Journal for the Semiotics of Law · doi:10.1007/s11196-025-10281-0 · Cited by 6
Dang, D., Alani, N. H. S., Nayani, W., & Erturk, E. (2026) · Education sciences · doi:10.3390/educsci16060848 · Cited by 5 · see citing works
Active Learning and Feedback in EFL Teacher Education Through AI-Supported Flipped Classrooms
Cabrera-Solano, P., Castillo-Cuesta, L., & Ochoa-Cueva, C. (2026) · Education Sciences · doi:10.3390/educsci16060827 · Cited by 7 · see citing works
Chen, M., Miao, Z., & Ahmad, N. (2026) · Acta Psychologica · doi:10.1016/j.actpsy.2026.106765 · Cited by 6 · see citing works
Qin, S. J. (2026) · Computers and Education Artificial Intelligence · doi:10.1016/j.caeai.2026.100592 · Cited by 6 · see citing works
Vivas-Urias, M. D., Obispo-Díaz, C., & Ruiz-Rosillo, M. A. (2026) · Journal of New Approaches in Educational Research · doi:10.1007/s44322-026-00060-5 · Cited by 5 · see citing works
A systematic review of language educators’ practices and development with GenAI
Li, B., Exter, M., Feng, W., Tang, G., & Xu, K. (2026) · International Journal of Artificial Intelligence in Education · doi:10.1016/j.ijaied.2026.100010 · Cited by 5 · see citing works
The AI-powered soft skills renaissance: cultivating human abilities in the digital era
Muthukumar, M., Sitharaj, A., Sundaram, M. M., & Dhananjeiyan, B. (2025) · AI and Ethics · doi:10.1007/s43681-025-00912-4 · Cited by 7 · see citing works
Titova, S. V., & Temuryan, C. T. (2025) · Вестник Тамбовского университета. Серия: Гуманитарные науки · doi:10.20310/1810-0201-2025-30-5-1038-1062 · Cited by 5 · see citing works
AI in Education: A Critical Review of Applications, Bias, and Equity Challenges
Huang, S.-J. (2025) · Advances in Engineering Technology Research · doi:10.56028/aetr.15.1.1679.2025 · Cited by 5
“Evidence from professional development reviews indicates that AI functions most productively as a complement, enriching teachers’ ability to diagnose needs and tailor instruction (Tan, Cheng, & Ling, 2024).”
Oben, A. I., Xu, H., Bahtilla, M., & Quanguo, L. (2025) · Innovations in Education and Teaching International · doi:10.1080/14703297.2025.2587333 · Cited by 10 · see citing works
Rochmad, C. S., Nasar, I., & Mujiono, M. (2025) · JINEA: Journal of Innovation in Education and Learning · doi:10.66031/jinea.v1i3.37 · Cited by 5
“Hasil ini sejalan dengan penelitian Crawford et al. (2023), Mujiono (2023), dan Tan et al. (2025), yang menyatakan bahwa penerapan AI dalam konteks pendidikan berkontribusi signifikan terhadap peningkatan efisiensi kerja guru serta mempercepat pelaksanaan asesmen secara lebih objektif dan terukur.”
Shardey, E., Nabi, F., & Vortia, W. (2025) · International Journal For Multidisciplinary Research · doi:10.36948/ijfmr.2025.v07i05.55119 · Cited by 6 · see citing works
“Identifying and closing these gaps is critical to ensure that integration is not only effective, but also equitable and ethical (Lee & Zhai, 2024; Kelley & Wenzel, 2025; Tan et al., 2024; Kim & Wargo, 2025).”
Kotsis, K. Τ., & Vakarou, G. (2025) · European Journal of Contemporary Education and E-Learning · doi:10.59324/ejceel.2025.3(4).03 · Cited by 4 · see citing works
Teaching Mathematics in the Artificial Intelligence Era: Challenges and Concerns in Higher Education
Panaoura, R. (2025) · Social Education Research · doi:10.37256/ser.6220256730 · Cited by 5
“Many systematic literature reviews have been presented recently (e.g. Hwang & Tu, 2021; Tan et al., 2025; Wang et al., 2024), and indicated many important aspects of the domain.”
The Use of AI by Undergraduate Students of Social Education in Spain and Portugal: A Case Study
Carrera, S. M., Sánchez-Martı́nez, C., Fernandes, S. R. G., & Lorenzo, M. D. C. R. (2025) · Education Sciences · doi:10.3390/educsci15030390 · Cited by 7 · see citing works
Yin, R., Zhu, C.-M., & Zhu, J. (2025) · IEEE Access · doi:10.1109/access.2025.3579865 · Cited by 5 · see citing works
“While these lists provide valuable insights into vocabulary frequency and usage, their practical application in language teaching remains challenging due to contextual mismatches, lack of pedagogical adaptation, and the absence of standardized evaluation frameworks [27].”
Du, J. (., & Kohnke, L. (2026) · Teaching Education · doi:10.1080/10476210.2025.2590694 · Cited by 4 · see citing works
“Additionally, disciplinary differences in AI adoption patterns and professional development needs are underexplored (Karataş et al., 2025; Tan et al., 2025).”
Zhang, Y., Derakhshan, A., & Park, Y. (2026) · European Journal of Education · doi:10.1111/ejed.70856 · Cited by 4 · see citing works
Cui, K., Li, J., He, H., Wang, C., Zou, B., & Du, Y. (2026) · Journal of Research on Technology in Education · doi:10.1080/15391523.2026.2700717 · Cited by 3 · see citing works
Mapping the landscape of AI-driven feedback in education: a scoping review
Lipnevich, A. A., Taranto, C. A., DeLuca, C., Nukpetsi, E., Rickey, N., Hopfenbeck, T. N., Carter, E., & McGrane, J. A. (2026) · Frontiers in Education · doi:10.3389/feduc.2026.1799346 · Cited by 4 · see citing works
AI as a collaborator: pre-service teachers’ perspectives on preparing multimodal language lessons
Kohnke, L., & Zou, D. (2026) · Computer Assisted Language Learning · doi:10.1080/09588221.2026.2686396 · Cited by 5 · see citing works
Xiang, Y., & Zhang, Y.-J. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1790095 · Cited by 4 · see citing works
Kohnke, L. (2026) · Cambridge University Press eBooks · doi:10.1017/9781009642859 · Cited by 9 · see citing works
Ji, L., Mbowe, A. E., Aziku, M., & Tahri, D. (2026) · Education Sciences · doi:10.3390/educsci16040538 · Cited by 5 · see citing works
“Practically, UTAUT suggests that teachers who frequently engage in professional development activities involving AI are more likely to develop operational competence and confidence in these tools, reinforcing their belief that AI can support teaching and learning (Tan et al., 2025).”
Zhang, S.-L., & Maharjan, S. (2026) · arXiv.org · doi:10.48550/arxiv.2603.18914 · Cited by 4
“AI mechanisms, models, systems, and applications now permeate energy [2], healthcare [3], finance [4], manufacturing [5], transportation [6], automation [7] and vehicles [8], government services [9], and knowledge work [10].”
AI as a Pedagogical Partner: A Value-Based Framework for Digital Ethics in Civic Education
Muchtarom, M., Raharjo, R., & Suryaningsih, A. (2026) · Journal of culture and values in education · doi:10.46303/jcve.2026.14 · Cited by 4
“…numerous studies have examined the integration of technology in education (Kakabayeva et al., 2025; Kamalov et al., 2023; Kilinc et al., 2023; Tan et al., 2025) and the increasing importance of digital ethics (Guenduez et al., 2025; Reyman & Sparby, 2020), research that explicitly connects…”
Philippakos, Z. A. T. (2026) · AI in Education · doi:10.3390/aieduc2010003 · Cited by 5 · see citing works
“…framework into classroom instruction and cultivate students’ critical evaluation skills, teacher preparation programs and ongoing PD of in-service teachers are essential, especially when the latter find that they are in need of such support (Traga Philippakos & Rocconi, 2025; Tan et al., 2025).”
Storm-Mathisen, A., Giæver, T. H., Helle-Valle, J., Engen, B. K., & Karstensen, S. (2026) · Frontiers in Education · doi:10.3389/feduc.2025.1694082 · Cited by 4 · see citing works
Jinowat, N., Wiboolyasarin, K., Chomchuen, F., & Wiboolyasarin, W. (2025) · Foreign Language Annals · doi:10.1111/flan.70042 · Cited by 4 · see citing works
Ng, J. Q. X., Chua, J. Y. X., Choolani, M. A., Li, S. W. L., Foo, L. F., Pereira, T. L., & Shorey, S. (2025) · Nurse Education in Practice · doi:10.1016/j.nepr.2025.104488 · Cited by 4 · see citing works
Güngör, İ. C., & Öztürk, T. (2025) · Recep Tayyip Erdoğan Üniversitesi Sosyal Bilimler Dergisi · doi:10.34086/rteusbe.1660052 · Cited by 5 · see citing works
Nugraha, N. A. A., Firmansyah, M. I., & Nugraha, R. H. (2025) · Tarbiya : Journal of Education in Muslim Society · doi:10.15408/tjems.v12i1.50479 · Cited by 4
“…have already articulated a domain-specific three-layer training model technical, pedagogical, and assessment grounded in the needs of Qur’anic learning rather than in generic ICT upskilling (Chiu et al., 2025; Huwer et al., 2025; Setiyawan et al., 2025; Tagare et al., 2025; Tan et al., 2025).”
Chan, K. K. H., Xu, L., & Mesiti, C. (2025) · International Journal of Science and Mathematics Education · doi:10.1007/s10763-025-10584-5 · Cited by 4 · see citing works
“With the rise of generative AI (GenAI) technologies-enabled TPD programs (Copur-Gencturk et al., 2024; Tan et al., 2025), it is clear that technology will continue to profoundly influence the design, implementation, and assessment of TPD.”
Nguyễn, N., & Pham, H. T. (2025) · Advances in Artificial Intelligence and Machine Learning · doi:10.54364/aaiml.2025.53239 · Cited by 4
“The infusion of AI marks the latest and perhaps most transformative phase in the evolution of DLRs. AI is increasingly central to both automating the development process and personalizing the learning experience [18].”
Gai, G.-Y., Zhu, X.-K., & Yang, F.-L. (2026) · Education and Information Technologies : Official Journal of the IFIP technical committee on Education · doi:10.1007/s10639-026-14047-4 · Cited by 3 · see citing works
“Prior studies indicate that AI use can support TIB by reducing routine instruc - tional demands and freeing cognitive resources for higher-order pedagogical activities, thereby fostering experimentation and innovation (Hutson et al., 2024; Tan et al., 2025 ).”
Zhao, J., & Yang, X. (2026) · Discover Education · doi:10.1007/s44217-026-01611-w · Cited by 5 · see citing works
“Salient perceived risks, including concerns about data privacy and security [11, 12], anxiety regarding professional role displacement [16, 23], and worries about output reliability and academic integrity [5, 24], are likely to act as powerful inhibitory factors.”
Sáez, Y., Garcia, L. M., Mochón, A., & Isasi, P. (2026) · Scientific Reports · doi:10.1038/s41598-026-48656-3 · Cited by 6 · see citing works
“• Sentence embedding similarity ( Sentence emb ): Instead of individual words, sentence-level embeddings 11 provide a holistic representation of the text.”
Mosia, M., & Nannim, F. (2026) · Frontiers in Education · doi:10.3389/feduc.2026.1803423 · Cited by 3 · see citing works
Wu, M., Yao, J., & Al-Hashimy, H. N. H. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1806618 · Cited by 3 · see citing works
Xu, J., Tian, M., Peng, F., Hu, D., & Liu, M. (2026) · BMC Psychology · doi:10.1186/s40359-026-04484-8 · Cited by 6 · see citing works
“Prior studies indicate that the use of GAI in teaching deepens teachers’ understanding of AI mechanisms and application scenarios, fostering greater critical thinking and technological judgment [46–47].”
Questioning the “Magic” of Generative Artificial Intelligence in a Science Methods Course
Pleasants, J., & Morris, M. M. (2026) · Journal of Science Education and Technology · doi:10.1007/s10956-026-10300-0 · Cited by 3 · see citing works
“GenAI is often argued to be a tool that can make teachers’ work easier, more efficient, and more effective (Adams, 2025; Luckin et al., 2022; Tan et al., 2025).”
Porwal, S., & Shabbir, N. (2026) · Ìnformacìjnì Tehnologì ì Zasobi Navčannâ · doi:10.33407/itlt.v111i1.6347 · Cited by 3
“Teachers as well as professionals have been facing the significant imbalance in the use of AI in research and its potential, which could address ethical challenges and consider scholars learning perspectives [1].”
Dourvas, I., Kokkonis, G., & Kontogiannis, S. (2026) · Electronics · doi:10.3390/electronics15050930 · Cited by 3 · see citing works
Meta-analysis on the influence of AI agents on K-12 student cognitive performance
Liu, J., Mbowe, A. E., Tahri, D., & Aziku, M. (2026) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2026.100973 · Cited by 3 · see citing works
- Authors
- Tan, X., Cheng, G., & Ling, M. H.
- Affiliations
- Education University of Hong Kong (HK)
- Corresponding author
- Cheng, Gary
- Venue
- Computers and Education: Artificial Intelligence
- Publisher
- Elsevier BV
- Published
- 2025-06
- Volume
- 8
- Pages
- 100355
- ISSN
- 2666-920X (ISSN-L)
- OpenAlex
- W4405695061
- Cited by
- 420
- References
- 125
- Citations by year
- 2026: 288 · 2025: 132
- FWCI
- 24.00
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Computers and Education Artificial Intelligence (publishedVersion, cc-by-nc)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- The Education University of Hong Kong
- Education University of Hong Kong (02181)
- Topics
- Physical Sciences › Computer Science › Information Systems › Artificial Intelligence in Education
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Physical Sciences › Computer Science › Artificial Intelligence › Educational Technology and Pedagogy
- Keywords
- artificial intelligence in education, teacher professional development, AI in teaching, conversational AI, immersive technologies, learning analytics, teaching analytics, research gaps
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