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
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.
Revitalizing Classical Arabic Literature as a Basis for Character Education: A Literary Analysis of Imad al-Isfahani’s Poetry
Muhammad Hagdhak Al-Ghafiqi
Journal of Educational Research and Learning Analytics Vol. 1 No. 3 (2026): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i3.199
This research addresses moral degradation in Indonesia's 2025 educational landscape by revitalizing classical Arabic literature. It specifically analyzes Imad al-Isfahani’s poem "Jika Kau Tahu Akhir Dukanya" using Ahmad al-Shaib’s theory of literary elements: idea, emotion, imagination, and image. Employing a qualitative library research method, the study explores how these elements reconstruct the panegyric genre (madih) for Shihab al-Din al-Muzaffar. Findings reveal that the poem portrays an archetype of the "suffering leader," emphasizing sacrifice, resilience, and spiritual integrity. These values align with the Profil Pelajar Pancasila, offering a substantive alternative to purely grammatical approaches in Arabic language teaching. By transforming literature into a "moral school," the research bridges classical philology with modern character development needs. Consequently, classical Arabic texts serve as vital resources for nurturing empathy and servant leadership among Indonesian youth, effectively countering contemporary ethical crises through the timeless wisdom of the Islamic middle period's humanistic heritage and artistic depth.
An Analysis of the Paradise Orientation in Maher Zain’s Song 'Jannah' as a Medium for Adolescent Character Education
Faris Akram
Journal of Educational Research and Learning Analytics Vol. 1 No. 3 (2026): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i3.207
This study examines the "Heavenly Orientation" in Maher Zain’s song "Jannah" as an innovative medium for adolescent character education. Amidst the persistent crisis of materialism and hedonism among Digital Natives, conventional pedagogical approaches often fail to resonate. Using qualitative content analysis and library research, this research employs systematic close reading to deconstruct the song’s complex lyrical structure. Findings reveal that "Jannah" constructs a transcendental narrative through three dimensions: the transience of worldly life, teleological yearning for the afterlife, and individual moral accountability. These elements function as a spiritual anchor and counter-culture, effectively fostering internal self-regulation rather than simple external compliance. Furthermore, the integration of Learning Analytics offers a modern framework for measuring effectiveness of religious edutainment. This research concludes that "Jannah" serves as a sophisticated pedagogical tool, bridging Islamic theology and contemporary adolescent psychology to foster resilient moral autonomy within the current global digital landscape through the musical fine arts.
Analysis of Muslimah Trends on the Consumptive Behavior of Female Students at IAI Hamzanwadi NW East Lombok
M. Khairul Fatihin
Journal of Educational Research and Learning Analytics Vol. 1 No. 3 (2026): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i3.229
This qualitative case study deeply investigates the profound impact of modern Muslimah fashion trends and prominent social media influencers on the consumptive behavior of female university students at IAI Hamzanwadi NW East Lombok. Utilizing structured in-depth interviews, participant observations, and interactive qualitative data analysis, this research meticulously explores how contemporary Islamic attire transcends basic theological obligations to become a crucial instrument for academic identity construction and active student engagement. Findings empirically reveal that while digital influencers significantly stimulate consumptive desires, shifting motivations from functional needs to aesthetic lifestyle wants, these female students do not fall into destructive hyperconsumerism today. Instead, they demonstrate an intriguing phenomenon of strictly controlled consumerism. These educated young women critically navigate global digital hegemony by deliberately activating their religious consciousness against wastefulness, prioritizing limited financial capacities, and employing robust digital literacy. Ultimately, educational character resilience successfully moderates impulsive economic behaviors within highly complex modern academic environments.
Structured Classroom Intervention to Improve Learning Concentration of Students with ADHD in Inclusive Schools
Tri Gunadi
Journal of Educational Research and Learning Analytics Vol. 1 No. 4 (2026): Journal of Educational Research and Learning Analytics
Publisher : Yayasan Cerdas Pedia Indonesia
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DOI: 10.65101/jerlra.v1i4.245
Attention-Deficit/Hyperactivity Disorder frequently disrupts inclusive educational settings through executive function deficits, necessitating empirical intervention strategies. This study investigates the functional efficacy of structured classroom interventions on enhancing the learning concentration, operationalized as on-task behavior, among ADHD students within inclusive primary schools. Employing a quantitative single-subject experimental design utilizing a rigorous A-B-A-B withdrawal protocol, the research manipulated antecedent behavioral modifications. These modifications specifically integrated task segmentation, visual cues, and scheduled positive reinforcement. Visual analysis of observational data established a definitive causal nexus. Baseline concentration levels initially averaged an impaired 32.8%. Following the intervention, on-task behavior impressively surged to a peak of 72%. Crucially, the withdrawal phase precipitated a systemic regression down to 39.2%, firmly validating behavioral dependency on the intervention. A metric of 100% Percentage of Non-Overlapping Data unequivocally substantiates this intervention's profound magnitude. Ultimately, deploying prosthetic environmental scaffolding within inclusive frameworks is indispensable for mitigating neurobiological deficits and improving outcomes.