Nabilla Endmal Putri Iryas
Universitas Negeri Malang

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The Role of Artificial Intelligence in Modern Academic Research: A Systematic Review of Contemporary Literature (2015–2025) Bayu Kurniawan; Fitri Wahyuni; Erin Putri Sosang; Nabilla Endmal Putri Iryas
Suluh: Jurnal Bimbingan dan Konseling Vol. 11 No. 2 (2026): Suluh : Jurnal Bimbingan dan Konseling
Publisher : Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33084/suluh.v11i2.12402

Abstract

Background: The rapid advancement of artificial intelligence (AI) technologies, particularly large language models (LLMs) such as ChatGPT and other AIs, has fundamentally reshaped the landscape of modern academic research, raising both opportunities and critical challenges for higher education institutions worldwide. Aim: This study systematically maps the contexts in which AI has been applied in modern academic research during 2015–2025 and examines how AI has influenced the process and outputs of educational research over the past decade. Method: A Systematic Literature Review (SLR) design was employed, guided by the PRISMA protocol and PICOC framework. A total of 5,106 articles were identified during the initial ScienceDirect database search. Following a rigorous multi-stage screening process based on predefined inclusion and exclusion criteria, 19 articles were selected for final analysis. Results and Discussion: The findings reveal that AI has been applied across a broad and continuously expanding range of academic contexts, including automated writing assessment, citation prediction, AI-generated instructional content, academic integrity evaluation, and AI literacy development in academic libraries, with ChatGPT and similar LLMs serving as the primary catalysts of this expansion from 2022 onward. The influence of AI on educational research processes and outputs is simultaneously accelerative and disruptive: while AI demonstrably enhances efficiency, consistency, and productivity, it also poses serious threats to assessment integrity, authorship norms, and equity of access, particularly for international students and institutions from the Global South. Conclusion: AI is not merely a technical tool but a transformative force that demands systemic, ethical, and pedagogical responses across the entire academic ecosystem, including assessment redesign, integrated AI literacy curricula, and the development of coherent global ethical governance frameworks for AI use in academic research.
Professional Identity and Competence of School Counselors in Guidance and Counseling Implementation: A Systematic Literature Review Blandina Fuka Lau; Fitri Wahyuni; Nabilla Endmal Putri Iryas
Suluh: Jurnal Bimbingan dan Konseling Vol. 12 No. 1 (2026): Suluh : Jurnal Bimbingan dan Konseling
Publisher : Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33084/suluh.v12i1.12863

Abstract

Background: Professional identity and professional competence are important dimensions of school counselors' professional functioning because they influence how counselors understand their professional roles and enact guidance and counseling services in school settings. However, existing research has examined professional identity and counselor competence from different conceptual, organizational, cultural, and professional perspectives, resulting in fragmented evidence. Aim:  This Reseacrh aimed to synthesize research concerning school counselors' professional identity and competence in the implementation of guidance and counseling services and to examine the relationship between the two constructs. Method: The review employed a systematic literature review design guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework. Relevant literature was searched through the Scopus database for publications from 2015 to 2025. Studies were selected using predefined inclusion and exclusion criteria and were analyzed through thematic synthesis. The initial search identified 68 records, of which 10 studies met the eligibility criteria and were included in the final synthesis. Result and Discussions: The findings indicate that school counselors' professional identity is multidimensional and includes clarity of professional roles, implementation of professional functions, positioning within the school context, commitment to professional goals and values, integration of professional knowledge, attitudes and behavior, negotiation of role conflicts, and psychological attachment to the profession. Counselor competence was also found to extend beyond basic counseling skills and included personal, social, academic, and career service competence; relational and collaborative competence; cultural and contextual competence; religious and spiritual competence; competence in handling sensitive cases; and adaptability to organizational demands. The reviewed evidence indicates that professional identity and counselor competence are interconnected but conceptually distinct dimensions of professional functioning. Their relationship is influenced by professional experience, organizational resources, institutional expectations, and sociocultural context. Conclusions: The findings highlight the importance of integrating professional identity development with competency development in counselor education, supervision, and continuing professional development.