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INDONESIA
Psikopedagogia
Published by Universitas Ahmad Dahlan
ISSN : 23016167     EISSN : 25287206     DOI : 10.12928
Core Subject : Education,
Education
Arjuna Subject : -
Articles 2 Documents
 1 
Search results for , issue "Vol. 15 No. 2 (2025): December 2025" : 2 Documents clear
Sounding emotions: an integrative review on ai-generated music and expressive lyric writing to support students with verbal expression challenges Zandra, Rully Aprilia; Setiyowati, Arbin Janu; Hidayatullah, Hengki Tri
Psikopedagogia Vol. 15 No. 2 (2025): December 2025
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/psikopedagogia.v15i2.31085

Abstract

This integrative review investigates the potential of expressive lyric writing and AI-generated music as alternative, non-verbal modalities to support emotional articulation and well-being among students—particularly in secondary school and counseling program settings—who face challenges in verbal expression. Students with limited verbal communication skills often struggle to articulate their emotional experiences through conventional language-based approaches, leaving them vulnerable to emotional suppression and psychological distress. Drawing from a systematic synthesis of 18 peer-reviewed articles published between 2011 and 2025, this review integrates findings across diverse methodologies (qualitative, experimental, computational, and mixed-methods) and geographic contexts. Two thematic clusters emerged: (1) expressive lyrics as a medium of emotional catharsis and identity construction, and (2) music—particularly instrumental, adaptive, and AI-generated—as a channel for affective resonance and personalized emotional support. The findings suggest that lyrics and music not only serve as creative outlets but also function as therapeutic tools that bridge emotional expression and psychological reflection. Building on this synthesis, the review proposes an integrative model that guides students from emotion-based lyric writing to AI-facilitated musical interpretation, culminating in counselor-guided interventions. This model offers a structured yet flexible approach to enhancing emotional literacy and engagement for students with communicative limitations. The review concludes by calling for further empirical testing of the model and deeper integration of expressive arts and intelligent technologies into school-based counseling and mental health programs.
Unpacking global research on academic resilience in school education: a bibliometric mapping and systematic review Apriliana, I Putu Agus; Samo, Damianus Dao; Novirson, Rizki
Psikopedagogia Vol. 15 No. 2 (2025): December 2025
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Academic resilience has emerged as a critical construct for understanding how students adapt to challenges across diverse educational contexts. Despite its growing prominence, the conceptual structure and developmental trajectory of resilience among school-aged learners remain insufficiently mapped. This study aims to (1) map global publication and authorship trends, (2) identify dominant theme patterns, (3) examine target populations and methodological approaches, and (4) synthesize reported outcomes and research outputs. Screening 1,226 reputable-index documents yielded 993 articles for bibliometric analysis, from which a subset of 48 peer-reviewed journal articles published between January 2015 and October 2025 was systematically reviewed. Bibliometric findings indicate sharp growth after 2018, with dominant contributions from the United States and China, alongside widening participation from Europe and the Asia-Pacific region (e.g., Indonesia). These findings also identify highly cited works that have shaped the field, as well as five dominant thematic clusters spanning socio-demographic, educational, psychosocial, health-related, and methodological dimensions. Content analysis reveals a focus on adolescents, a predominance of quantitative methods, and outcomes across academic, psychological, motivational, and relational domains. In contrast, experimental, intervention, and qualitative studies point to gaps in early education, systemic equity, and context-sensitive applications. In conclusion, this review demonstrates the field's maturation and diversification while underscoring the need for more intervention-based, longitudinal, and context-sensitive studies, particularly in underrepresented primary education settings. These findings also highlight the importance of school counseling in implementing evidence-based, context-sensitive resilience interventions, alongside systematic evaluation to promote sustainable student outcomes.

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