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All Journal International Journal of Evaluation and Research in Education (IJERE) Sainmatika: Jurnal Sains dan Matematika Jurnal Pendidikan Indonesia Journal of Education and Learning (EduLearn) AKSIOMA: Jurnal Program Studi Pendidikan Matematika Al-Jabar : Jurnal Pendidikan Matematika Math Didactic: Jurnal Pendidikan Matematika SAINTIFIK@ : Jurnal Pendidikan MIPA Jurnal Ilmiah Universitas Batanghari Jambi Jurnal Analisa Indonesian Journal of Science and Mathematics Education Desimal: Jurnal Matematika Juring (Journal for Research in Mathematics Learning) Formatif: Jurnal Ilmiah Pendidikan MIPA Jurnal Kesehatan Manarang JMKSP (Jurnal Manajemen, Kepemimpinan, dan Supervisi Pendidikan) Jurnal Cendekia : Jurnal Pendidikan Matematika Jurnal Ilmiah Dikdaya JKPM (Jurnal Kajian Pendidikan Matematika) Jurnal Pendidikan Matematika (Jupitek) Jurnal Studi Guru dan Pembelajaran de Fermat : Jurnal Pendidikan Matematika Cakrawala Pedagogik JPMI (Jurnal Pembelajaran Matematika Inovatif) Jurnal Absis : Jurnal Pendidikan Matematika dan Matematika Jurnal Pengabdian Masyarakat Khatulistiwa Journal of Didactic Mathematics Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Manajemen Pendidikan dan Ilmu Sosial (JMPIS) Jurnal PEKA (Pendidikan Matematika) Jurnal Kesmas Jambi EMTEKA: Jurnal Pendidikan Matematika Kognitif: Jurnal Riset HOTS Pendidikan Matematika Indonesian Journal of Innovation Studies Prosiding Seminar Nasional Pengabdian Kepada Masyarakat Journal of Mathematics Instruction, Social Research and Opinion Journal of General Education and Humanities Edumatica: Jurnal Pendidikan Matematika Jurnal Ilmiah Ilmu Terapan Universitas Jambi MIMBAR INTEGRITAS Indonesian Research Journal on Education Enrichment: Journal of Multidisciplinary Research and Development Ta'dib International Journal of Research in STEM Education Riemann : Research of Mathematics and Mathematics Education Jurnal Pendidikan MIPA Review of Education, Science, and Technology Media Pendidikan Matematika Mathema: Jurnal Pendidikan Matematika
Nizlel Huda
Program Studi Pendidikan Matematika, Universitas Jambi
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Microlearning Effectiveness in Higher Education: A Systematic Review and Meta-Analysis of Student Retention and Learning Outcomes Muhammad Jainuri; Kamid Kamid; Syaiful Syaiful; Nizlel Huda
MATHEMA: JURNAL PENDIDIKAN MATEMATIKA Vol. 7 No. 2 (2025): MATHEMA
Publisher : Universitas Teknokrat Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33365/jm.v7i2.517

Abstract

The proliferation of digital technologies in higher education has necessitated innovative pedagogical approaches to enhance student retention and learning outcomes. Microlearning, characterized by short, focused learning segments, has emerged as a promising strategy for addressing contemporary educational challenges. This systematic review and meta-analysis evaluates the effectiveness of microlearning interventions in higher education settings, specifically examining their impact on student retention rates and learning outcomes from 2020-2025. Following PRISMA guidelines, we comprehensively searched multiple databases, including PubMed, Scopus, Web of Science, ERIC, and IEEE Xplore. Studies were included if they examined microlearning interventions in higher education contexts with quantitative measures of student retention or learning outcomes. Quality assessment was performed using the Newcastle-Ottawa Scale and Cochrane Risk of Bias tool. Of 2,847 initially identified studies, 42 met inclusion criteria, encompassing 15,673 participants across 18 countries. Meta-analysis revealed significant positive effects of microlearning on student retention (pooled OR = 1,87; 95% CI: 1,45-2,41; p < 0,001) and learning outcomes (standardized mean difference = 0,74; 95% CI: 0,58-0,90; p < 0,001). Subgroup analyses indicated greater effectiveness in STEM subjects when combined with mobile technologies. Heterogeneity was moderate (I² = 67% for retention, I² = 71% for learning outcomes). Microlearning significantly positively affects student retention and learning outcomes in higher education. The evidence supports its implementation as an effective pedagogical strategy, particularly in statistics education and technology-enhanced learning environments. Future research should focus on long-term retention effects and optimal design principles.
Co-Authors -, Maison Abbasiah, Abbasiah Ade Kumalasari Adnan, Mazlini Agustina Agustina, Sandra Al Ikhlas, Al Ikhlas Ali Idrus Allyana Dwi Reza Anak Agung Istri Sri Wiadnyani Antonius Antonius Aprilione, Sagita Ari Frianto Aryani, Eva Ashar, Rayandra Asni Johari Asrial Aulia Putri Aulia Syafitri Bastian, Veri Bella Arisha, Bella Budiarti, Retni Sulistiyoning Cesario, Rd. Muhamad Ridwan Damris Muhammad Damris Muhammad Daningtyas, Zulaika Desi Anita Desi Anita Destrinelli Destrinelli, Destrinelli Dewi Iriani Dewi Iriani Dewi Iriani DEWI RAHMAWATI Dina Citra Resmi Eko Hartono, Eko Elsi Indria Sari Eltati Tri Aldianisa Endika, Dwi Intan Ervan Johan Wicaksana Erwin Saputra Evita Anggereini Fajria, Syifah Fiki Alghadari Fikriyah Fitriana, Inda Geminia Pantara Putri Haerul Pathoni, Haerul Hariyanto Hariyanto HARIYANTO HARIYANTO Haryanto Haryanto Haryanto Haryanto Hazim, Anisah Nabilah Husni Sabil Ika Sri Muryati Ilham Falani Irawati Irawati Isnania Isnania Jefri Marzal Jodion Siburian Junita, Ranisa Kamid Kamid Kamid Kamid Kamid, Kamid Khairul Anwar Khairul Anwar Loviya, Mesi M Rusdi Manalu, Irma Yohana Mardhotillah, Bunga Margareta, Angelina Marlina Marlina, Marlina Mastuti, Ajeng Gelora Muhammad Haris Effendi Hasibuan Muhammad Jainuri Muhammad Rusdi Muslim Muslim Nabila, Febriati Necylia Kinanti novferma, novferma Novita, Amalia Noviyla, Dania Nurhanurawati Nurhanurawati NURUL HIDAYAH Pamungkas, Mustika Pengki Yudistira Pesesa, Geza Prathiwi, Vhasshetha Indri Putra, Chandana Putri, Maifa Munsyaila Putri, Yeni Rahmayani Rahmayani Rayandra Ashar Rd. Muhamad Ridwan Cesario Resdiana Safithri Retni Sulistiyoning Budiarti Rina Puspitasari Rohati Rohati Rohati Rohati Romundza, Febbry Roseli Theis Rosita Rosita RR. Ella Evrita Hestiandari Sainuddin, Syamsir Sandra Sukmaning Adji Saputri, Devi Rohani Sihotang, Maria Ronauli Silfiani Indri Simatupang, Gugun Manosor Siregar, Masyunita Siregar, Sarinah Siti Nujuliya Rohmah Sofnidar - Sri Purwaningsih Sri Wahyuni Sri Winarni Sudirman Sudirman Sufri Sufri Sugilar Sugilar Suratno Suratno Suratno Suratno Suratno Syafitri, Aulia SYAHRIAL SYAHRIAL Syaiful Syaiful . Syaiful Syaiful Syaiful Syaiful syamsurizal syamsurizal Tria Gustiningsi Ummi Kalsum Veri Bastian Viona Yuliza Wahyu Fitroh Wardi Syafmen Wardi Syafmen Wulan Sari, Nevy Yantoro, Y Yantoro, Yantoro Yelli Ramalisa Yeni Putri Yudistira, Pengki Yuni Lestari Yusa Putra Zurweni Zurweni Zurweni Zurweni, Zurweni