SYSTEMATIC LITERATURE REVIEW: EFEKTIVITAS MODUL ADAPTIF FLIPPED CLASSROOM BAGI KETERLIBATAN DAN PEMAHAMAN MATEMATIS SISWA SEKOLAH DASAR

Diyah Rutin Waliah, Intan Sari Rufiana, Radeni Sukma Indra Dewi

Abstract


Abstract. This study aims to synthesize empirical evidence on the impact of adaptive learning modules within the Flipped Classroom model on elementary students’ learning engagement and mathematical understanding. The review was conducted using a Systematic Literature Review (SLR) approach following the PRISMA 2020 protocol, with the PICO framework guiding the formulation of the research question. Data sources were retrieved from major international databases, including Scopus, Web of Science, ERIC, and ScienceDirect, using a combination of keywords related to flipped classroom, adaptive learning modules, student engagement, mathematical understanding, and elementary education. The screening process initially identified 1400 relevant articles, of which 50 met the inclusion criteria for in-depth analysis.

The selected studies involved elementary school students and employed various research designs, including experimental, quasi-experimental, mixed-methods, and qualitative approaches. Common data collection instruments included mathematics achievement tests, engagement observation sheets, motivation and engagement questionnaires, classroom activity recordings, and learning analytics from adaptive learning systems. Data analysis consisted of thematic synthesis, cross-study comparison, and extraction of effect sizes related to learning engagement and mathematical outcomes.

The SLR findings indicate that the integration of adaptive learning modules within the Flipped Classroom model consistently enhances students’ behavioral, emotional, and cognitive engagement. Most studies also report significant improvements in mathematical understanding, particularly in conceptual comprehension, retention, and problem-solving abilities. The effectiveness of these interventions is influenced by the quality of technology integration, the appropriateness of adaptive module design, and teacher readiness. However, several challenges persist, including limited teacher training, infrastructure readiness, and variability in adaptive implementation. Overall, the findings affirm that adaptive learning modules in the Flipped Classroom model hold strong potential for improving the quality of mathematics instruction in elementary schools.

 Keywords: Flipped Classroom, Adaptive Learning Modules, Student Engagement, Mathematical Understanding,  Elementary Mathematics Education, Technology-Enhanced Learning

 

 Abstrak. Penelitian ini bertujuan mensintesis bukti empiris mengenai pengaruh penggunaan modul ajar adaptif dalam model Flipped Classroom terhadap keterlibatan belajar dan pemahaman matematis siswa sekolah dasar. Kajian dilakukan melalui pendekatan Systematic Literature Review (SLR) berbasis protokol PRISMA 2020 dengan kerangka PICO sebagai dasar perumusan pertanyaan penelitian. Sumber data dikumpulkan dari database internasional seperti Scopus, Web of Science, ERIC, dan ScienceDirect menggunakan kombinasi kata kunci terkait flipped classroom, adaptive learning modules, student engagement, mathematical understanding, dan elementary education. Proses penyaringan menghasilkan 1400 artikel relevan pada tahap awal, dan 50 artikel memenuhi kriteria untuk dianalisis secara mendalam.

Studi terpilih melibatkan subjek siswa sekolah dasar dengan variasi desain penelitian, mencakup eksperimen, quasi-eksperimen, mixed methods, dan studi kualitatif. Instrumen yang digunakan meliputi tes hasil belajar matematis, lembar observasi keterlibatan, kuesioner motivasi dan engagement, rekaman aktivitas pembelajaran, serta log data dari sistem pembelajaran adaptif. Analisis dilakukan melalui sintesis tematik, komparasi antar-desain penelitian, dan ekstraksi ukuran efek terhadap keterlibatan dan hasil belajar matematis.

Hasil SLR menunjukkan bahwa integrasi modul ajar adaptif dalam pembelajaran Flipped Classroom secara konsisten meningkatkan keterlibatan perilaku, emosional, dan kognitif siswa. Sebagian besar studi juga melaporkan peningkatan signifikan dalam pemahaman matematis, khususnya pada pemahaman konseptual, retensi, dan kemampuan pemecahan masalah. Efektivitas intervensi dipengaruhi oleh kualitas integrasi teknologi, kesesuaian desain modul adaptif, serta kesiapan pendidik. Tantangan yang muncul mencakup keterbatasan pelatihan guru, kesiapan infrastruktur, dan variasi implementasi adaptivitas. Secara keseluruhan, temuan ini menegaskan bahwa modul ajar adaptif dalam model Flipped Classroom memiliki potensi kuat untuk meningkatkan kualitas pembelajaran matematika di sekolah dasar.

 Kata kunci: Flipped Classroom, Modul Ajar Adaptif, Keterlibatan Belajar, Pemahaman Matematis, Pembelajaran Matematika Sekolah Dasar, Pembelajaran Berbasis Teknologi


Keywords


Flipped Classroom, Modul Ajar Adaptif, Keterlibatan Belajar, Pemahaman Matematis, Pembelajaran Matematika Sekolah Dasar, Pembelajaran Berbasis Teknologi

References


A??rman, N., & Erco?kun, M. H. (2025). Mapping the first twenty years of the flipped classroom model in primary school education: A systematic review. International Electronic Journal of Elementary Education. null, . https://doi.org/10.26822/iejee.2025.410

Anggoro, R., Setyosari, P., & Praherdhiono, H. (2023). The effect of video animation-assisted flipped classroom strategy on student analysis ability viewed from student engagement. Edutec, 6 (3), . https://doi.org/10.29062/edu.v6i3.571

Alexandra, N., Fajardo, L., Patricio, E., Paredes, J., & Digitales, E. (2025). MEJORAR LA MOTIVACIÓN Y PARTICIPACIÓN EN EFFECTIVENESS OF THE FLIPPED CLASSROOM MODEL TO IMPROVE MOTIVATION AND PARTICIPATION IN MATHEMATICS IN Resumen. 7, 651–666.

Annuš, N., & Kme?, T. (2024). Learn with m.e.—let us boost personalized learning in k-12 math education!. Education Sciences, 14 (7), 773-773. https://doi.org/10.3390/educsci14070773

Ant, Á., Henar, P., Ros, P., Vallejo, G., & Carlos, N. (2020). Engagement SPIRALS in Elementary Students : A School-Based Self-Regulated Learning Approach. 1–22.

Arvanitaki, M., Zaranis, N., Linardakis, M., & Kalogiannakis, M. (2025). Mobile-supported blended learning for fractions: Enhancing conceptual and procedural knowledge in primary school students. Advances in Mobile Learning Educational Research, 5 (2), 1449-1462. https://doi.org/10.25082/amler.2025.02.003

Audria, N., Wulandari, B. A., & Destrinelli, D. (2025). Revitalization of mathematics learning in phase c: Implementing teacher strategies to strengthen conceptual understanding in elementary schools. Lembaran Penelitian IKIP Semarang, 54 (1), 89-96. https://doi.org/10.15294/lik.v54i1.22105

Balala, M., Areepattamannil, S., & Cairns, D. (2021). Investigating the associations of early numeracy activities and skills with mathematics dispositions , engagement , and achievement among fourth graders in the United Arab Emirates.

Bardule, K. (n.d.). E-learning tools for the flipped learning in elementary school. https://doi.org/10.22364/bjmc.2021.9.4.05

Cavanagh, T., Chen, B., Ait, R., Lahcen, M., & James, R. (2022). Constructing a Design Framework and Pedagogical Approach for Adaptive Learning in Higher Education : A Practitioner ’ s Perspective Constructing a Design Framework and Pedagogical Approach for Adaptive Learning in Higher Education : A Practitioner ’ s Perspective.

Camc?, S. F., & ?EN, E. Ö. (2024). Effects of the flipped learning model on primary school 4th grade students’ learning of geometry. Manisa Celal Bayar üniversitesi e?itim fakültesi dergisinull, . https://doi.org/10.52826/mcbuefd.1407887

Cevikbas, M. (2022). Promoting Personalized Learning in Flipped Classrooms : A Systematic Review Study. 1–19.

?iu?iulkien?, N., Tandzegolskien?-Bielaglov?, I., & Didžiulien?, R. (2025). The “flipped classroom” in primary education for the development of digital competence: Pros and cons. Ubiquity proceedingsnull, 25-25. https://doi.org/10.5334/uproc.193

Clark, R. M. (2020). Scholar Commons. https://doi.org/10.1002/cae.22175.This

Cobena, D. Y., & Surjono, H. D. (2022). Implementation of Flipped Classroom Model in Vocational High School : A Systematic Literature Review. 24(April), 79–92.

Dahalan, F., Alias, N., Shahril, M., & Shaharom, N. (2023). Gamification and Game Based Learning for Vocational Education and Training : A Systematic Literature Review. In Education and Information Technologies (Issue 0123456789). Springer US. https://doi.org/10.1007/s10639-022-11548-w

D'addato, T., & Miller, L. R. (2016). An inquiry into flipped learning in fourth grade math instruction.. The Canadian Journal of Action Research, 17 (2), 33-55. https://doi.org/10.33524/CJAR.V17I2.261

Dungo, D. C., Lara, M. R. D., Olipano, L. A., Reyes, M., & Sánchez, M. J. M. (2025). Utilizing flipped classroom in enhancing problem solving skills in patterns and algebra: A case study of student-athletes. Deleted Journal, 2 (1), 78-92. https://doi.org/10.53378/meir.159

Erlinda, L. C. (2023). Modelo de flipped classroom en las competencias en ebr – perú 2023. Revista de Climatología, 23 null, 3998-4007. https://doi.org/10.59427/rcli/2023/v23cs.3998-4007

Fajardo, N. A. L., Ávila, H. A. B., Paredes, E. P. J., & Párraga, L. J. S. (2025). Efectividad del modelo de clase invertida para mejorar la motivación y participación en matemáticas en educación básica. Revista Científica Arbitrada Multidisciplinaria PENTACIENCIAS, 7 (4), 651-666. https://doi.org/10.59169/pentaciencias.v7i4.1628

Flood, V., Shvarts, A., & Abrahamson, D. (2020). Teaching with embodied learning technologies for mathematics : responsive teaching for embodied learning. https://doi.org/10.1007/s11858-020-01165-7

G.C., L. (2025). Flipped learning in mathematics classroom: A systematic literature review. https://doi.org/10.3126/bsr.v2i1.78176

Gilligan-lee, K. A., & Hawes, Z. C. K. (2022). Spatial thinking as the missing piece in mathematics curricula. 1–4. https://doi.org/10.1038/s41539-022-00128-9

Genç, G., & Aydin, Z. E. (2023). The effect of game integrated flipped classroom application on primary school 3rd grade students. Journal of teacher education and lifelong learningnull, . https://doi.org/10.51535/tell.1350501

Halim, A. A., Halim, N. D. A., & Raharjo, M. (2025). Engaging young minds: A systematic literature review on the role of blended learning models in primary education. https://doi.org/10.37934/sijste.5.1.1436b

Hew, K. F., Bai, S., Huang, W., & Dawson, P. (2021). On the use of flipped classroom across various disciplines : Insights from a second-order meta-analysis. 37(2), 132–151.

Hu, R., & Shang, J. (2018). Application of gamification to blended learning in elementary math instructional design. https://doi.org/10.1007/978-3-319-94505-7_7

Inayah, S., Juandi, D., Darhim, D., Prabawanto, S., & No, J. S. (2023). The Impact of Flipped Classroom Implementation in Mathematics Learning at Schools : Systematic Literature Review. 9(1), 59–73. https://doi.org/10.15575/ja.v9i1.18226

Imawati, S., Meliyana, D. O., Yusuf, N., & Santoso, G. H. (2022). Pengaruh model pembelajaran flipped classroom terhadap kemampuan pemahaman konsep matematis siswa kelas iv sekolah dasar. Edukasi, 14 (2), 111-120. https://doi.org/10.31603/edukasi.v14i2.8060

Jauhara, S., & Zulfadewina (2025). Pengembangan media ratioland e-learning dalam pembelajaran matematika berbasis flipped learning pada siswa kelas vi sekolah dasar. Jurnal Manajemen Pendidikan dan Ilmu Sosial (JMPIS), 6 (5), 3631-3639. https://doi.org/10.38035/jmpis.v6i5.5459

Jing, Y., Zhao, L., Zhu, K., Wang, H., & Wang, C. (2023). Research Landscape of Adaptive Learning in Education : A Bibliometric Study on Research Publications from 2000 to 2022.

Jumini. (2022). FLIPPED CLASSROOM DALAM PEMBELAJARAN MATEMATIKA SEBAGAI ALTERNATIF BLENDED LEARNING : SEBUAH KAJIAN LITERATUR Flipped Classroom in Mathematics Learning as An Alternative to Blended Learning : A Literature Review. 9, 51–62.

Juwita (2024). Students conceptual understanding abilities through flipped classroom learning. https://doi.org/10.21009/isc-beam.012.160

Kärner, T., Warwas, J., & Schumann, S. (2021). A Learning Analytics Approach to Address Heterogeneity in the Classroom : The Teachers ’ Diagnostic Support System. 31–52.

Khilmi, N., Siswanto, S., & Purwanto, P. (2024). Assessing the impact of flipped classroom on math comprehension in primary school students. Jurnal Cakrawala Pendasnull, . https://doi.org/10.31949/jcp.v10i2.8841

Kurino, Y. D., Herman, T., Turmudi, T., Yonanda, D. A., & Haryanti, Y. D. (2024). Enhancing mathematical problem-solving skills through flipped classrooms and discovery learning: A resilience-based approach for elementary students. Al-Ishlah, 16 (4), . https://doi.org/10.35445/alishlah.v16i4.6243

Lai, C., & Hwang, G. (2016). A self-regulated flipped classroom approach to improving students' learning performance in a mathematics course. Computer Education, 100 (100), 126-140. https://doi.org/10.1016/J.COMPEDU.2016.05.006

Larkin, K., & Lowrie, T. (2023). Teaching Approaches for STEM Integration in Pre ? and Primary School : a Systematic Qualitative Literature Review. International Journal of Science and Mathematics Education, 21, 11–39. https://doi.org/10.1007/s10763-023-10362-1

Lee, D., Huh, Y., Yi, C., Charles, L., & Eunbae, M. R. (2021). Differences in personalized learning practice and technology use in high- and low-performing learner-centered schools in the United States. 1221–1245.

Lo, C. K., & Hew, K. F. (2022). Design principles for fully online flipped learning in health professions education : a systematic review of research during the COVID ? 19 pandemic. BMC Medical Education, 1–14. https://doi.org/10.1186/s12909-022-03782-0

Loizou, M. (2019). Exploring the universal design principles of a flipped classroom model for inquiry-based learning in cyprus primary education context: A multiple case study. https://doi.org/10.17635/LANCASTER/THESIS/760

Loizou, M., & Lee, K. (2020). A flipped classroom model for inquiry-based learning in primary education context. Research in Learning Technology, 28 null, 1-18. https://doi.org/10.25304/RLT.V28.2287

Neycheva, M. (2023). Flipped classroom and traditional method in teaching mathematics in bulgarian school. Matematika i informatika, 66 (3), 268-280. https://doi.org/10.53656/math2023-3-5-fli

Nugraha, R., & Syamsuri, S. (2024). Pengaruh model blended learning terhadap kemampuan pemahaman konsep dan disposisi matematis. Aksioma: Jurnal Matematika dan Pendidikan Matematikanull, . https://doi.org/10.24127/ajpm.v13i1.6639

Nurdani, A., & Nur, I. R. D. (2024). Efektivitas blended learning tipe flipped classroom terhadap kemampuan pemahaman matematis siswa smp. JP2M (Jurnal Pendidikan dan Pembelajaran Matematika)null, . https://doi.org/10.29100/jp2m.v10i2.6024

Övez, F. T. D., & Baygeldi, M. (2024). The effect of 5e-fcm practices on achievement, motivation, and autonomous learning and students' opinions. International journal of progressive education, 20 (1), 13-30. https://doi.org/10.29329/ijpe.2024.646.2

Oudbier, J., Spaai, G., Timmermans, K., & Boerboom, T. (2022). Enhancing the effectiveness of flipped classroom in health science education : a state- of-the-art review. BMC Medical Education, 1–15. https://doi.org/10.1186/s12909-021-03052-5

Pattimukay, N., Takaria?, J., & Ishabu, L. S. (2023). The effect of the flipped classroom model on the mathematical critical thinking ability of elementary school students. Jupitek, 6 (1), 49-54. https://doi.org/10.30598/jupitekvol6iss1pp49-54

Purwaningsih, T. (2025). Flipped-differentiated learning (fdl) as an innovative learning model to improve learning outcomes. Proceedings Series on Social Sciences & Humanities, 25 null, 508-511. https://doi.org/10.30595/pssh.v25i.1741

Raouna, M. L. (2018). A flipped classroom model for inquiry-based learning in cyprus primary education context. https://doi.org/10.54337/nlc.v11.8757

Raouna, M. L., & Lee, K. (2018). A flipped classroom model for inquiry-based learning in cyprus primary education context- a multiple case study. https://doi.org/10.21125/INTED.2018.0610

Rusnilawati, R., Rahaimah, S., Sutama, S., & Rahman, F. (2023). The implementation of flipped learning model and stem approach in elementary education: A systematic literature review. European journal of educational researchnull, . https://doi.org/10.12973/eu-jer.12.4.1795

Safitri, W. D., Wahyuni, R., & Anitra, R. (2024). Pengaruh model flipped classroom terhadap kemampuan pemahaman konsep matematis siswa sdn 3 singkawang. J-PiMat : Jurnal Pendidikan Matematika, 6 (1), 1281-1290. https://doi.org/10.31932/j-pimat.v6i1.3480

Sagge, R. G., & Reyes, L. P. D. (2024). Development of flexible learning instruction through progressive, personalized, engaging and diversified (flipped) video media in mathematics. International Journal of Multidisciplinary, 5 (12), 5318-5327. https://doi.org/10.11594/ijmaber.05.12.27

Sánchez, S. P., Belmonte, J. L., Guerrero, A. J. M., & Núñez, J. A. L. (2019). Impact of educational stage in the application of flipped learning: A contrasting analysis with traditional teaching. Sustainability, 11 (21), . https://doi.org/10.3390/SU11215968

Sari, R. M., Rusnilawati, R., & Ali, S. R. (2023). Flipped learning with nearpod media: Enhancing digital learning outcomes in primary mathematics. Profesi Pendidikan Dasarnull, . https://doi.org/10.23917/ppd.v10i2.4511

Soares, T. B. D. S. G., & Mercado, L. P. L. (2020). Ensino híbrido com sala de aula invertida no ensino de matemática no ensino fundamental.

Soussi, J. (2024). Case study: Transforming mathematics education with maple, maple learn, and the flipped classroom approach. Maple transactions, 4 (4), . https://doi.org/10.5206/mt.v4i4.22134

Sulistyowati, E., Rohman, A., & Hukom, J. (2024). Flipped classroom model: Minimizing gaps in understanding mathematical concepts for students with different academic abilities. European journal of mathematics and science educationnull, . https://doi.org/10.12973/ejmse.5.1.27

Syofyan, S., Hidayati, A., Agusti, F. A., Sartono, S., & Syafriafdi, N. (2024). Enhancing elementary mathematics education: The impact of ict-assisted contextual learning models on learning outcomes, cognitive development, and student engagement. Jurnal inovasi pendidikan dan pembelajaran sekolah dasar, 8 (2), 398-398. https://doi.org/10.24036/jippsd.v8i2.130334

Systematic literature analysis on flipped learning: Focus on interest, engagement, and understanding. ANP Journal of Social Science and Humanities(6), 1-10. https://doi.org/10.53797/anp.jssh.v6i1.1.2025

Tetzlaff, L., Schmiedek, F., & Brod, G. (2021). Developing Personalized Education : A Dynamic Framework. 863–882.

Utami, U., Erviana, V. Y., & Setiawati, F. A. (2023). A systematic literature review of flipped classroom: Is it effective on student learning in elementary school?. https://doi.org/10.47750/pegegog.14.01.27

Wang, L. H., Chen, B., Hwang, G. J., Guan, J. Q., & Wang, Y. Q. (2022). Effects of digital game ? based STEM education on students ’ learning achievement : a meta ? analysis. International Journal of STEM Education. https://doi.org/10.1186/s40594-022-00344-0

Weruwanaruk, P., Kanjung, I., Sarakorn, W., & Moeikao, N. (2023). The designing framework for flipped learning environment on metaverse to enhance mathematical conceptual understanding for seven grade students. IIAI letters on institutional research, 3 null, 1-1. https://doi.org/10.52731/lir.v003.141

Yakar, Z. Y. (n.d.). The effect of flipped learning model on primary and secondary school students' mathematics achievement: A meta-analysis study. https://doi.org/10.14812/cuefd.865337

Yarim, M. A., & Ada, ?. (2023). The effect of flipped classroom model on student achievement and motivation. Interactive Learning Environmentsnull, 1-12. https://doi.org/10.1080/10494820.2023.2220751

Youhasan, P., Chen, Y., Lyndon, M., & Henning, M. A. (2021). Exploring the pedagogical design features of the flipped classroom in undergraduate nursing education : a systematic review. 1–13.

Zakiyah, Z., Karlimah, & Hidayat, S. (2023). Elementary school teachers' perceptions on video-based mathematics learning in flipped classroom model towards learning quality. Numericalnull, . https://doi.org/10.25217/numerical.v7i1.3462

Zhao, J., Hwang, G., Chang, S., Yang, Q., & Nokkaew, A. (2021). Effects of gamified interactive e-books on students’ flipped learning performance, motivation, and meta-cognition tendency in a mathematics course. Educational Technology Research and Development, 69 (6), 3255-3280. https://doi.org/10.1007/S11423-021-10053-0




DOI: https://doi.org/10.31932/jpdp.v12i1.5688

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