Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram
Vol. 14 No. 3: July 2026

AI-Augmented Resilience Through Smart TV-Mediated Learning: A Qualitative Case Study of Academic Resilience, Psychological Well-Being, and Growth Mindset Among Senior High School Students

Norhidayah Norhidayah (Universitas Muhammadiyah Malang)
Arina Restian (Universitas Muhammadiyah Malang)
Husamah Husamah (Universitas Muhammadiyah Malang)



Article Info

Publish Date
27 Jun 2026

Abstract

This study explores how the integration of artificial intelligence (AI) through Smart TV/Interactive Flat Panel (IFP) technology was perceived by students and teachers as a classroom-based psycho-pedagogical support mechanism for Grade X students at SMAN 1 Mentaya Hilir Selatan, East Kotawaringin, Indonesia. While AI in education is commonly examined as a cognitive tool for personalized instruction, less attention has been paid to its affective and communal roles in strengthening students' coping experiences, emotional safety, and willingness to revise mistakes. The study was conducted during one semester from October 2025 to February 2026 in Grade X learning activities involving English, history, coding, and informatics lessons. The AI tools used included ChatGPT, Gemini, Copilot, Perplexity, or school-approved AI assistant, which were accessed through teacher-led and student-assisted classroom routines and displayed on Smart TV/IFP screens. This study employed a descriptive qualitative case-study design involving 21 informants: 15 Grade X students and six supporting school informants consisting of the vice principal for curriculum affairs, counseling teacher, and subject teachers. Data were collected through in-depth interviews, classroom observation, digital documentation, and learning artifacts, and analyzed using the interactive model of Miles, Huberman, and Saldana. The findings reveal three central mechanisms. First, AI served as a non-judgmental dialogic partner that helped students break down difficult tasks, regulate frustration, and recover from academic setbacks. Second, the large-screen display created a Digital Mirroring Effect, in which the visible process of AI-supported trial, error, and revision normalized mistakes and encouraged a growth mindset. Third, teacher and counselor facilitation transformed AI-Smart TV integration into a safer classroom ecology that reduced academic anxiety and improved students' perceived psychological well-being. However, a negative case also indicated the risk of digital dependency when AI was used merely to copy answers. The study proposes AI-Augmented Resilience and Digital Mirroring Effect as interpretive, case-based psycho-pedagogical mechanisms,emphasizing that AI is most educationally productive when mediated by shared visualization, ethical guidance, and authentic assessment.

Copyrights © 2026






Journal Info

Abbrev

prismasains

Publisher

Subject

Biochemistry, Genetics & Molecular Biology Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Environmental Science Mathematics Physics Other

Description

J-PS (Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram) was published by the Faculty of Science, Engineering, and Applied Science Universitas Pendidikan Mandalika. J-PS containing scientific articles in the form of research and ...