Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran
Vol. 12 No. 2 (2026): June (IN PRESS)

Fragmented AI Adoption in Indonesian Special Education: An Adaptive Multi-Layer Iterative Model for Differentiated Instruction in Intellectual Disability Contexts

Ajeng Suryani (Universitas Pendidikan Indonesia)
Budi Susetyo (Universitas Pendidikan Indonesia)
Iding Tarsidi (Universitas Pendidikan Indonesia)
Hana Qurrotul Uyun (Universitas Pendidikan Indonesia)
Mennatallah Elsabagh (Universitas Pendidikan Indonesia)



Article Info

Publish Date
09 Jun 2026

Abstract

This study aims to investigate patterns of AI utilization for students with intellectual disabilities and develop the Adaptive Multi-Layer Iterative Model (AMLIM) as a conceptual framework for integrating AI into differentiated instruction practices for students with intellectual disabilities in Indonesia. Using a qualitative-dominant mixed-methods design, this study combines systematic literature synthesis and survey data from 80 special education teachers from public and private special schools across multiple provinces in Indonesia, predominantly West Java and South Sumatra. Data were analyzed using descriptive statistics and thematic synthesis. Results show that 81.5% of teachers perceived AI as beneficial for instructional material development, but only 30.9% had received formal AI-related training, while 85.2% relied primarily on social media for AI-related knowledge. Although 64.2% adapted AI-generated materials to students’ individual needs, implementation remains fragmented and concentrated in instructional preparation rather than systematic assessment and documentation. To address these limitations, this study proposes the Adaptive Multi-Layer Iterative Model (AMLIM), a feedback-based framework integrating pedagogical processes, adaptive personalization, assessment documentation, and governance structures. The model promotes a more systematic, documented, and accountable approach to AI-supported differentiated instruction in special education.

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Journal Info

Abbrev

jurnalkependidikan

Publisher

Subject

Education Languange, Linguistic, Communication & Media Mathematics Other

Description

Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran, dan Pembelajaran (JK) contains scientific articles from research in Education, Teaching and Learning which include : 1. Formal/School Education 2. Nonformal/Community Education 3. Informal/Family ...