Panthera : Jurnal Ilmiah Pendidikan Sains dan Terapan
Vol. 5 No. 4 (2025): October

An Educational Evaluation Model to Strengthen Institutional Accountability and Quality through a Systematic Literature Review Approach

Syahrir Syahrir (Department of Mathematics Education, Faculty of Science, Engineering, and Applied Sciences, Mandalika University of Education, Pemuda Street Number 59A, Mataram, West Nusa Tenggara 83125, Indonesia)
A. Fandir (Lombok Business Academy, Tanjung-Medana Street, North Lombok, West Nusa Tenggara 83352, Indonesia)



Article Info

Publish Date
31 Oct 2025

Abstract

Educational evaluation plays a strategic role in strengthening public accountability and enhancing institutional interrelationships amidst the acceleration of digital transformation. This study addresses the urgent need to explore how various evaluation models can effectively interact with technology and educational governance to create an adaptive, transparent, and sustainable quality assurance system. This research aims to synthesize dominant and relevant educational evaluation models across contexts and uncover the effectiveness of their implementation in the digital era. Using the Systematic Literature Review (SLR) method guided by PRISMA 2020, this study went through four main stages: identification, screening, eligibility, and inclusion. A total of 22 articles from Scopus and Web of Science for the 2022-2025 period were analyzed thematically. The findings revealed four prominent evaluation models: CIPP, Artificial Intelligence-Based (AI-Based) evaluation, participatory evaluation, and evidence-based evaluation. These four models emphasize a paradigm shift in evaluation systems toward data-driven, collaborative, and technology-integrated ones. Practically, this study confirms that the successful integration of evaluation models and digital technology is highly dependent on governance readiness, human resource capacity, and data-driven decision-making mechanisms. These implications form an important basis for educational institutions to strengthen evaluation systems that are responsive to change and oriented towards increasing sustainability.

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Journal Info

Abbrev

panthera

Publisher

Subject

Biochemistry, Genetics & Molecular Biology Chemistry Education Environmental Science Immunology & microbiology Mathematics Physics Social Sciences

Description

Panthera : Jurnal Ilmiah Pendidikan Sains dan Terapan (P : JIPST), offers an interdisciplinary forum for the publication of original peer-reviewed, contributed and invited research articles of the highest quality that address different topics of science education with implications for improving and ...