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.
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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.
Transmisi Nilai Kritis Minangkabau: Intervensi Pendidikan Jembatan Pewarisan Adat dan Faraid Islam
Mili Sahira Saragih;
Yeni Karneli;
Puji Gusri Handayani
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.v1i2.159
This article develops a conceptual model of "Critical Integration Based on Sharia" (CIBS) grounded in Syeikh Ahmad Khotib Al-Minangkabawi's reformist thought to address the pedagogical dualism between Minangkabau customary inheritance (matrilineal) and Islamic inheritance law (Faraid). The study employs Educational Conceptual Model Design Research methodology to design a prescriptive educational intervention framework. The CIBS model integrates three foundational principles: normative principles based on Maqasid Syariah, methodological principles of culturally responsive adaptive intervention, and institutional principles emphasizing critical collaboration. The research demonstrates that Faraid, grounded in justice principles, should be presented not as antithetical to Adat but as the highest expression of genuine Minangkabau equity. Through four implementation phases conceptual definition, curriculum artifact development, capacity building, and critical evaluation the model ensures coherent value transmission across formal and non-formal institutions, particularly through Bundo Kanduang roles. This framework provides a pathway for sustainable cultural inheritance while maintaining Sharia's normative integrity, enabling younger generations to resolve internalized conflicts regarding inheritance justice within Minangkabau families.
Psikolinguistik Dalam Perspektif Digital: Pengaruh Media Sosial Terhadap Produksi Bahasa Mahasiswa
Aulia Nur Khotimah;
Muhammad Hasyimsyah Batubara
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.v1i2.163
This study analyzes the influence of social media on students' language production from a psycholinguistic perspective, highlighting how digital interactions shape linguistic behavior and cognitive processes in language production. Digital technology has changed students' communication patterns and given rise to new forms of language such as abbreviations, emoticons, code-mixing, and syntactic simplification. Using a descriptive qualitative approach through documentation and conversation observation, this study identifies linguistic phenomena on WhatsApp, Instagram, and TikTok. The analysis is based on Levelt's speech production model, which includes the stages of conceptualization, formulation, and articulation. The results show that social media influences speech planning, lexical selection, and syntactic arrangement. Preliminary quantitative indications regarding the frequency of digital language use enrich the perspective of learning analytics. The study concludes that social media is a space for the formation of students' linguistic identity and has implications for digital literacy and academic language competence.
Peran Transformasi Pendidikan Ilmu Sosial Memperkuat Kemampuan Berpikir Kritis Mahasiswa Era Digital
Musadalisam
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.v1i2.171
This narrative literature review systematically examines the transformative role of social science education in strengthening critical thinking and social attitudes among university students in the digital era. Utilizing critical interpretive synthesis methodology, the study analyzes 80-100 peer-reviewed articles from Scopus (2020-2025) to identify key implementation mechanisms and pedagogical effectiveness indicators. The research reveals that constructivist learning environments, collaborative problem-solving, transformative pedagogy, and strategic technology integration constitute essential components for meaningful educational transformation. Empirical evidence demonstrates that integrated pedagogical strategies including problem-based learning (effect size 0.82), flipped classroom approaches, and hybrid learning models simultaneously develop critical thinking abilities and prosocial attitudes through peer interaction, reflective practice, and authentic community engagement experiences. The integrated theoretical model reveals significant synergistic effects between cognitive and socio-affective development dimensions. For Indonesian higher education contexts, successful implementation requires strategic alignment with Kurikulum Merdeka policy frameworks, institutional systemic change, comprehensive faculty professional development, and continuous evaluation mechanisms.
Pendidikan Sosial dalam Membentuk Kesadaran dan Perilaku Hidup Bersih pada Anak Indonesia
Revalina Putri Pratami;
Gina Aufa Maulida
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.v1i2.195
This study examines the effectiveness of social education in fostering clean and healthy living behaviors (PHBS) among Indonesian children to achieve the Indonesia Emas 2045 vision. Utilizing a qualitative-descriptive approach with literature from Scopus and 2024-2025 national reports, it identifies health challenges like 19.8% stunting prevalence and 58% inadequate school sanitation. Analysis reveals that behavior modeling by teachers and parents constitutes a primary determinant with high statistical significance (p=0.019). Furthermore, physical infrastructure availability exerts a dominant influence on children's hygiene practice consistency. Integrating digital technology within the Kurikulum Merdeka and the 2024-2030 School Sanitation Roadmap significantly bolsters student self-efficacy. Ultimately, transforming behavior into a sustainable health culture necessitates cross-sector synergy and consistent exemplary education to mitigate infectious diseases. This strategic investment enhances Indonesia’s human resource quality to develop a superior, intelligent, and strong-charactered future generation to achieve those long-term national development goals very effectively and successfully within the established timeline.