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Title:Generative AI in Inclusive Classrooms : Enhancing Social Interactions, Personalised Learning, and Metacognitive Skills
Authors:ID Li, Dan (Author)
ID Samah, Narina A. (Author)
Files:URL URL - Source URL, visit https://www.sodobna-pedagogika.net/en/articles/02-2025_generative-ai-in-inclusive-classrooms-enhancing-social-interactions-personalised-learning-and-metacognitive-skills/
 
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MD5: A58E14EAD1F2DBD16B0CF7E274940BB7
 
Language:English
Typology:1.01 - Original Scientific Article
Organization:Logo ZDPDS - Association of Societies of Educational Workers of Slovenia
Abstract:In this study, the researcher conducted a systematic literature review to investigate the pioneering potential of generative artificial intelligence (GAI) tools and technologies to cater to diverse learning needs in inclusive classrooms. The research was based on social constructivist, human–machine learning collaborative learning, and metacognitive theories and was designed to address three major concerns: the social hindrances faced by students with diverse learning needs during collaborative tasks in inclusive classrooms, the inability of students with learning difficulties’ to participate equally when using GAI tools, and the potential implications of GAI tools for students struggling with metacognitive skill development. The investigation was based on a thematic analysis of 20 scholarly research articles drawn from Scopus, Web of Science, and Google Scholar following PRISMA. Commonalities in the data were identified using colour coding techniques. The results revealed that GAI tools improve communication skills by breaking down cultural and linguistic barriers, which gives neurodivergent learners equitable opportunities to participate in peer interactions. GAI tools can increase reflective thinking, encourage creative problem-solving, and aid in developing structured and planned groups within a stipulated time. GAI tools effectively reduce cognitive load, improve focus, facilitate goal-driven learning, and provide personalised assistance through adaptive scaffolding that addresses learners’ multimodal needs. These tools help in deskilling by providing scaffolding and fostering gradually increasing independence. Further research can be conducted to explore the long-term impact of GAI on students and open up new possibilities for addressing the limitations of current GAI technology in inclusive pedagogy.
Keywords:inclusive classrooms, students with diverse learning needs, GAI tools, students with learning disabilities, metacognitive skills
Publication status:Published
Publication version:Version of Record
Publication date:01.06.2025
Year of publishing:2025
Number of pages:str. 155-176
Numbering:Letn. 76 = 142, št. 2
PID:20.500.12556/DiRROS-24468 New window
UDC:376
ISSN on article:0038-0474
COBISS.SI-ID:245256963 New window
Publication date in DiRROS:01.12.2025
Views:45
Downloads:17
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Record is a part of a journal

Title:Sodobna pedagogika
Shortened title:Sodob. pedagog.
Publisher:Zveza društev pedagoških delavcev Slovenije
ISSN:0038-0474
COBISS.SI-ID:761348 New window

Licences

License:CC BY-SA 4.0, Creative Commons Attribution-ShareAlike 4.0 International
Link:http://creativecommons.org/licenses/by-sa/4.0/
Description:This Creative Commons license is very similar to the regular Attribution license, but requires the release of all derivative works under this same license.

Secondary language

Language:Slovenian
Title:Generativna umetna inteligenca v inkluzivnih razredih: spodbujanje socialne interakcije, personaliziranega učenja in metakognitivnih spretnosti
Abstract:Namen te študije je proučiti pionirski potencial orodij in tehnologij generativne umetne inteligence (GUI) v inkluzivnih razredih z raznolikimi učenci. Raziskava temelji na teorijah socialnega konstruktivizma, teoriji sodelovanja med človekom in strojem ter metakognitivni teoriji in obravnava tri glavna vprašanja: socialne ovire med sodelovalnimi nalogami, s katerimi se soočajo učenci v inkluzivnih razredih, nezmožnost učencev z učnimi težavami, da bi enakovredno sodelovali pri uporabi orodij GUI, in potencialne posledice uporabe orodij GUI za učence z raznolikimi učnimi potrebami, ki imajo težave z razvojem metakognitivnih spretnosti. Raziskava je bila izvedena s tematsko analizo 20 znanstvenih člankov iz uglednih podatkovnih zbirk. Ugotovljene skupne značilnosti vzorca so označene z uporabo tehnik barvnega kodiranja. Rezultati kažejo, da orodja GUI izboljšujejo komunikacijske spretnosti, saj odpravljajo kulturne in jezikovne ovire, kar nevrodivergentnim učencem nudi boljše možnosti za interakcijo z vrstniki. Orodja GUI lahko izboljšajo refleksivno mišljenje, spodbujajo ustvarjalno reševanje problemov ter pomagajo pri strukturiranih in načrtovanih časovno omejenih skupinskih dejavnostih. Orodja GUI učinkovito zmanjšujejo kognitivno obremenitev in s tem izboljšujejo osredotočenost, omogočajo ciljno usmerjeno učenje in zagotavljajo prilagojeno pomoč, ki upošteva učenčeve večplastne potrebe. Ta orodja pomagajo premostiti pomanjkanje spretnosti in omogočajo postopno samostojnost. V nadaljevanju se raziskava osredotoča na dolgoročne učinke in najnovejše možnosti za odpravljanje omejitev trenutne tehnologije GUI v inkluzivni pedagogiki.
Keywords:inkluzija, učne težave, socialna interakcija, orodja GAI, metakognitivne spretnosti


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