Journal of Educational Research and Learning Analytics
The journal is committed to the following primary objectives: Advance Educational Theory and Practice: To promote scholarly discourse that bridges theoretical frameworks with practical classroom and institutional applications across diverse educational contexts and levels. Integrate Learning Analytics and Educational Research: To provide a platform for research that combines quantitative data analysis, educational data mining, and qualitative methodological approaches to understand and optimize learning processes and educational outcomes. Support Evidence-Based Decision-Making: To facilitate the use of learning analytics in educational decision-making at institutional, pedagogical, and policy levels, enabling educators and administrators to make data-informed choices that enhance educational quality and effectiveness. Foster Innovation in Educational Technology and Pedagogy: To publish research on emerging technologies, innovative teaching strategies, and learning environments that reflect contemporary educational challenges and opportunities. Promote Global and Contextual Relevance: To present research from diverse geographical, cultural, and institutional perspectives while emphasizing applicability to both international educational contexts and region-specific challenges. Thematic Scope and Research Areas The journal welcomes original research articles, review papers, and case studies across the following interconnected areas: Educational Research and Pedagogical Innovation Curriculum design, development, and implementation across all educational levels (primary, secondary, tertiary, and non-formal education) Teaching methods, instructional strategies, and pedagogical approaches that demonstrate measurable learning outcomes Innovation in teaching practices, including student-centered learning, collaborative learning, project-based learning, and competency-based education Teaching quality assessment and professional development of educators Educational policy analysis and its implementation in educational institutions Learning Technologies and Digital Innovation Integration of educational technology platforms in face-to-face, blended, and online learning environments Design and evaluation of learning management systems and digital learning tools Mobile learning applications and their effectiveness in diverse educational contexts Artificial intelligence, machine learning, and adaptive learning systems in education Virtual reality, augmented reality, and immersive technologies in educational settings Digital transformation and the changing role of technology in contemporary education Learning Analytics and Educational Data Mining Measurement, collection, analysis, and reporting of learner data to understand and optimize learning processes Predictive analytics for identifying at-risk students and developing early intervention strategies Data-driven approaches to personalized and adaptive learning Educational data mining techniques for extracting meaningful patterns from large-scale educational datasets Learning dashboards and analytics visualization for learners, instructors, and administrators Application of statistical methods, machine learning algorithms, and data analytics in educational contexts Learning behavior analysis and learner profiling based on digital footprints and online interactions Data-Based Decision-Making in Education Use of learning analytics to inform institutional decision-making processes Evidence-based policy development in educational settings Assessment of teaching quality and learning effectiveness through data analysis Resource allocation and institutional planning based on analytical insights Mechanisms for translating analytics findings into actionable educational interventions Quality assurance and continuous improvement in educational institutions Learning Outcomes and Assessment Evaluation and assessment of student learning gains and achievement Design and validation of assessment instruments Formative and summative assessment practices enhanced by technology and analytics Competency-based assessment frameworks Analysis of learning outcomes at institutional and program levels Effectiveness of different assessment approaches on student motivation and performance Specialized Educational Contexts Higher education research and student success initiatives Vocational and technical education Special and inclusive education supported by analytics and technology Non-formal and informal learning contexts Lifelong learning and professional development Education in diverse socioeconomic and geographic settings Learning Design and Instructional Systems Systematic design of learning environments and instructional systems Blended learning model development and evaluation Course design and learning experience optimization Integration of pedagogical theories with technology implementation Learner engagement and motivation in technology-enhanced environments Ethical and Social Dimensions of Learning Analytics Privacy, security, and ethical considerations in educational data collection and use Equity and inclusion in the context of learning analytics implementation Algorithmic fairness and bias in educational decision-making systems Stakeholder engagement in analytics initiatives (students, faculty, administrators) Policy frameworks and governance structures for responsible learning analytics Types of Contributions Accepted The journal accepts the following categories of submissions: Original Research Articles: Empirical studies using quantitative, qualitative, or mixed-methods designs that report novel findings related to educational research or learning analytics applications. Review Papers: Comprehensive literature reviews, meta-analyses, and systematic reviews that synthesize existing knowledge and identify gaps and future directions in educational research or learning analytics. Case Studies: In-depth analyses of specific educational interventions, technology implementations, or learning analytics applications in real-world settings, with detailed description of context, methods, and outcomes. Methodological Papers: Contributions that advance methodological approaches or present novel analytical techniques applicable to educational research or learning analytics. Practitioner-Focused Articles: Evidence-based papers that translate research findings into practical guidance for educators, instructors, and educational administrators. Methodological Approaches The journal welcomes research employing diverse methodological approaches, including: Quantitative Research: Experimental designs, quasi-experimental designs, correlational studies, descriptive statistics, and advanced statistical analyses Qualitative Research: Phenomenological studies, ethnographic research, grounded theory, case study methodology, and thematic analysis Mixed-Methods Research: Integration of quantitative and qualitative data collection and analysis Data Mining and Analytics: Machine learning techniques, classification algorithms, predictive modeling, and pattern recognition Design Research: Educational design experiments and design-based research approaches Systematic Reviews and Meta-Analyses: Comprehensive syntheses of existing research evidence Disciplinary and Interdisciplinary Perspectives The journal embraces interdisciplinary perspectives that contribute to understanding education and learning analytics, including contributions from: Educational psychology and learning sciences Data science and computer science Statistics and quantitative methods Instructional design and educational technology Policy analysis and educational administration Sociology and cultural studies as they relate to education Economics of education and educational resource management Human-computer interaction and user experience design The Journal of Educational Research and Learning Analytics serves as an important venue for rigorous, innovative research that advances our understanding of learning processes and educational practice through the integration of educational research and learning analytics. By publishing high-quality empirical and conceptual contributions, the journal supports the development of evidence-based educational policies and practices that enhance learning outcomes and educational quality worldwide.
Articles
18 Documents
The Deep Learning Revolution: Transforming Indonesia's Education System Towards the Digital Era 2025: Revolusi Pembelajaran Mendalam: Transformasi Sistem Pendidikan Indonesia Menuju Era Digital 2025
Nabila Hilyatunisa
Journal of Educational Research and Learning Analytics Vol. 1 No. 1 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i1.41
This study analyzes the deep learning revolution in transforming Indonesia's education system toward the digital era 2025. Through a systematic literature review using Scopus database covering 2015-2025, this research identifies semantic ambiguity surrounding "deep learning" which refers to pedagogical dimensions (meaningful, mindful, and joyful learning) and technological dimensions (AI-powered deep learning). Findings reveal that synergizing both concepts can accelerate the achievement of Merdeka Belajar policy objectives through learning personalization, adaptive assessment, and enhanced educational accessibility. However, implementation faces critical barriers including digital infrastructure gaps, low teacher digital literacy, and absence of comprehensive policy frameworks. The study recommends an integrated strategic framework encompassing national AI-education roadmap formulation, equitable infrastructure investment, continuous educator capacity development, and multi-stakeholder collaboration to realize effective and inclusive educational transformation.
Revitalizing Samiʻna wa Athoʻna: Strengthening Reasoned Obedience for Merdeka Belajar Character Education: Merevitalisasi Samiʻna wa Athoʻna: Menguatkan Ketaatan Beralasan untuk Pendidikan Karakter Merdeka Belajar
Rachmatullah Rusli
Journal of Educational Research and Learning Analytics Vol. 1 No. 1 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i1.61
This study examines the integration of the Islamic pedagogical principle Sami’na wa Atho’na (“we hear and we obey”) with Indonesia’s Merdeka Belajar Curriculum to strengthen character education under the Profil Pelajar Pancasila framework. Through a qualitative descriptive approach, the research comprises three phases: a theological-literature review of Qur’anic and classical sources to map the spectrum of Sami’na wa Atho’na beyond passive obedience; ethnographic fieldwork in pesantren, madrasah, and Islamic schools to identify pedagogical manifestations and distortions; and a triangulation synthesis validated by experts via focus group discussions. Findings reconceptualize Sami’na wa Atho’na as “enlightened obedience,” a meta-competency foundational to disciplined autonomy, ethical commitment, and internalized integrity. This framework bridges the apparent dichotomy between obedience and learner freedom, providing practical guidelines for policymakers, teacher training institutes, and PAI teachers. The study affirms that reasoned obedience underpins responsible independence, ensuring that freedom in learning becomes purposeful, ethical, and sustainable.
Implementation of Mindfulness Techniques in Managing Academic Stress among University Students: Penerapan Teknik Mindfulness untuk Mengelola Stres Akademik pada Mahasiswa Perguruan Tinggi
Anisa Rizki Al Fahmi
Journal of Educational Research and Learning Analytics Vol. 1 No. 1 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i1.64
Academic stress significantly impacts university students’ mental health and academic performance. This systematic literature review synthesizes empirical evidence published between 2020 and 2025 on the effectiveness of mindfulness-based interventions for managing academic stress among higher education students. Electronic databases including PubMed, PsycINFO, Google Scholar, and national journal portals were searched for peer-reviewed studies involving structured mindfulness programs and quantitative stress measures. The review included 24 studies comprising randomized controlled trials, quasi-experimental designs, and meta-analyses. Consistent findings indicate that participation in mindfulness programs yields statistically significant reductions in stress, anxiety, and depression, alongside improvements in sleep quality and life satisfaction. Psychological and neurobiological mechanisms underpinning these effects involve enhanced emotion regulation, cognitive reappraisal, decreased amygdala reactivity, and increased self-compassion. Despite methodological heterogeneity and limited longitudinal data in Indonesian contexts, the overall evidence supports integrating mindfulness into student support services. Further research employing rigorous experimental designs and physiological measures is warranted to optimize intervention protocols and assess long-term outcomes.
Project-Based Blended Learning Model to Enhance Collaborative Skills of University Students: Model Pembelajaran Blended Learning Berbasis Proyek untuk Meningkatkan Keterampilan Kolaborasi Mahasiswa Perguruan Tinggi
Indah Farida
Journal of Educational Research and Learning Analytics Vol. 1 No. 1 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i1.68
Blended Project-Based Learning (BPjBL) integrates face-to-face and online modalities to foster collaboration skills essential for 21st-century higher education. This study employed a quasi‐experimental pretest–posttest control group design involving 120 economics undergraduates from semesters 3 to 5. Sixty students experienced BPjBL, while sixty served as controls under conventional instruction. A rubric measuring active contribution, productivity, flexibility, responsibility, and mutual respect assessed collaboration, validated through expert judgment and yielding a Cronbach’s alpha of 0.87. Over eight weeks, the BPjBL group engaged in project design, digital execution, monitoring, public presentation, and reflective evaluation across blended phases. Independent‐samples t‐tests revealed significant improvements in collaboration scores for the BPjBL group compared to controls (p < 0.05). Descriptive analyses illustrated enhanced dynamics in each learning phase. These findings indicate that BPjBL effectively combines flexibility and authentic project contexts to develop collaborative competencies. Implementing BPjBL in higher education can support deeper student engagement and prepare learners for complex real‐world teamwork challenge.
The Controversy Surrounding the Recognition of Foreign Degrees: A Case Study of Gibran Rakabuming Raka in the Context of Indonesian Educational Policy: Polemik Penyetaraan Ijazah Luar Negeri: Studi Kasus Gibran Rakabuming Raka dalam Perspektif Kebijakan Pendidikan di Indonesia
Roshiana Nishfi
Journal of Educational Research and Learning Analytics Vol. 1 No. 1 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i1.75
This study examines the structural and procedural challenges in the recognition of foreign academic qualifications under Indonesian educational policy, using the controversy surrounding Gibran Rakabuming Raka’s degree equivalency as a case study. Drawing on policy analysis and thematic document review, the research identifies significant ambiguities in the implementation of the Indonesian National Qualifications Framework (KKNI) and overlapping authorities between the Ministry of Education, Culture, Research, and Technology and the Ministry of Religious Affairs. The case highlights how non-traditional programs, such as foundation pathways, are inconsistently classified and legally equated with vocational secondary credentials. Public misperceptions and politically driven narratives further erode institutional trust despite official clarifications. Comparative insights from the United States and Singapore underscore the need for a more transparent, harmonized regulatory model that accommodates modern learning pathways. The findings call for streamlined procedures, a unified regulatory framework, and accessible public registries to ensure credible, efficient, and equitable foreign degree recognition in Indonesia.
Tinjauan Sistematis Teori Konstruktivistik: Analisis Prinsip, Implementasi, dan Tantangan dalam Pembelajaran
Mili Sahira Saragih;
Neviyarni Neviyarni;
Herman Nirwana
Journal of Educational Research and Learning Analytics Vol. 1 No. 2 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i2.125
Constructivist learning theory has gained prominence as a foundation for student-centered pedagogy, yet its classroom implementation remains inconsistent. This systematic review analyzes epistemological and pedagogical principles of constructivism, models of instructional implementation, and multidimensional challenges that hinder consistent practice. Empirical and conceptual studies were identified from reputable academic databases using adapted PICO criteria; study quality and risk of bias were assessed with standardized critical appraisal tools, and findings were synthesized thematically. The review confirms strong evidence for constructivist approaches in enhancing engagement, higher-order thinking, and meaningful learning outcomes across diverse contexts. However, implementation is constrained by structural misalignment between curricula and assessment regimes, institutional and cultural resistance, and teachers’ struggles with five interrelated dilemmas concerning conceptions, design, classroom management, assessment, and accountability. The study concludes that realizing the full potential of constructivism requires coherent, system-level integration of curriculum, assessment, and sustained professional development for teachers.
Analisis Transformasi Pembelajaran Agama Islam Dari Surface Learning Ke Deep Learning: (Studi Kasus Kelas X SMA Insan Rabbany)
Selvy Yuspitasari
Journal of Educational Research and Learning Analytics Vol. 1 No. 2 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i2.126
This research analyzes the transformation of Islamic Religious Education (PAI) from surface learning to deep learning at SMA Insan Rabbany. Utilizing a qualitative case study, the study explores instructional strategies transition from rote memorization to meaningful, reflective understanding. Data collection involved classroom observations, in-depth interviews, and document analysis. The implementation centers on three fundamental pillars: mindful, meaningful, and joyful learning. Findings indicate that this shift fosters intrinsic motivation and emotional engagement through instruments like the Daily Akhlak Journal and digital personalization via artificial intelligence. Despite challenges such as pedagogical resistance and grade-oriented assessment systems, the transformation successfully bridges the gap between cognitive knowledge and moral practice. Students demonstrate enhanced critical thinking, empathy, and religious moderation. Consequently, deep learning empowers students to internalize Islamic values authentically, preparing them for the complexities of Society 5.0. This model provides a strategic framework for Islamic educational institutions to cultivate spiritually mature and socially responsible learners.
Pendidikan Islam Multikultural di Era Global: Kajian Pustaka tentang Tantangan dan Implikasi
David Ricardo;
Amri Saputra;
Mahmud Arif
Journal of Educational Research and Learning Analytics Vol. 1 No. 2 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i2.127
This study aims to analyze current issues in multicultural Islamic education and examine its implications and developmental direction in the global era. Multicultural Islamic education is understood as a paradigm that emphasizes the universal Islamic values of justice, tolerance, and brotherhood as the foundation for living together within diversity. This research employs a literature review method by examining scientific works published between 2015 and 2025 through a descriptive-analytical approach to identify foundational concepts, contemporary issues, implementation challenges, and both theoretical and practical implications. The findings show that multicultural Islamic education still faces problems such as intolerance, radicalism, curriculum homogenization, and weak teacher competence in inclusive pedagogy. These challenges are intensified by globalization and the digitalization of values, which influence the mindset of younger generations. Therefore, Islamic education needs to be developed in a humanistic, contextual, and adaptive manner through integrative curriculum reform, character strengthening based on universal Islamic values, and interdisciplinary collaboration to build more inclusive and civilized learning.
Pengaruh Literasi Digital Terhadap Karakter Kritis Siswa Dalam Pembelajaran Ilmu Pengetahuan Sosial
Hikmah Alfiah
Journal of Educational Research and Learning Analytics Vol. 1 No. 2 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i2.131
This study systematically synthesizes empirical evidence on how digital literacy shapes students’ critical character in social studies learning. Using a Systematic Literature Review combined with qualitative meta-synthesis, articles indexed in Scopus and Web of Science from 2018–2025 were selected based on explicit analysis of digital literacy, critical thinking indicators, and social studies or citizenship education. The review identifies a positive and significant effect of digital literacy on critical character, driven particularly by the critical dimension of digital literacy, which enables students to evaluate information credibility, make ethical decisions, and resist disinformation. Critical digital literacy also functions as a mediator that mitigates negative impacts of advanced technologies, including AI-generated content, on critical thinking skills. The findings support the integration of Critical Media Literacy and critical pedagogy into social studies curricula and highlight the need for psychometrically robust instruments (Rasch, PCM) to measure digital literacy and critical thinking in the Indonesian context.
Relevansi Pedagogis Kurikulum Merdeka terhadap Pengembangan Pendidikan Ilmu Sosial di Indonesia
Alya Rustiyani;
Ulan Mardiana
Journal of Educational Research and Learning Analytics Vol. 1 No. 2 (2025): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i2.157
This study explores the pedagogical relevance of Kurikulum Merdeka in revitalizing Social Science (IPS) education in Indonesia. Employing a Systematic Literature Review, the research synthesizes academic data, policy documents, and field reports. Findings reveal that the curriculum’s philosophical synergy Constructivism, Humanism, and Ki Hajar Dewantara’s "Sistem Among" shifts paradigms from passive rote learning to active, student-centered inquiry. Structural shifts, including merging IPAS in primary schools and abolishing secondary school specialization, foster holistic, interdisciplinary, and personalized learning environments. Implementation of differentiated instruction and Project-Based Learning (PjBL) effectively enhances student engagement while internalizing Pancasila Student Profile values. However, critical challenges persist regarding teacher assessment competencies and the digital divide. The study concludes that Kurikulum Merdeka holds profound relevance for Society 5.0 but necessitates intensive teacher training and infrastructure optimization. This research offers an integrative analysis of dimensions shaping Indonesian social education essential for national development.