Experimental Evidence on Blended Training for Facilitating Deep Learning and Innovative Professional Development in Indonesia’s Hinterland Education Context
Abstract
This study investigates the effectiveness of blended-based professional development in enhancing teachers’ competencies for implementing Deep Learning pedagogies in Indonesia’s hinterland educational contexts. The study addresses a critical gap in teacher professional development, particularly in geographically disadvantaged regions where access to sustainable and technology-supported training remains limited. Employing a mixed-methods approach with an exploratory sequential design, the research integrates qualitative exploration and quantitative validation to obtain comprehensive insights into the implementation of blended-based training. Preliminary data were collected from 3,520 teachers through surveys and interviews, followed by an experimental study involving 37 prospective teacher facilitators who participated in intensive blended training programs. The findings demonstrate that blended-based training significantly improves teachers’ competencies in designing adaptive lesson plans, implementing student-centered instructional practices, integrating learning technology, and understanding Deep Learning principles. Statistical analysis using paired sample t-tests revealed significant improvements across all competency dimensions after the training intervention (p < 0.05). The study further reveals that blended-based training promotes innovative learning practices, strengthens teachers’ digital pedagogical literacy, and supports progressive educational transformation in remote learning environments. This study contributes theoretically to the literature on technology-enhanced professional development and Deep Learning implementation in remote educational settings. Practically, the findings provide strategic implications for policymakers and educational institutions in designing adaptive, scalable, and context-sensitive teacher training models that support equitable and sustainable educational development in geographically diverse regions.
Full text article
References
Ainun, L. R., Wilson, K., & An’asy, Z. (2025). English Teachers’ Readiness in Implementing National Independent Cur-riculum (A Case Study at Boarding School). International Journal of Educa-tion and Teaching Studies, 1(1), 24–34. Retrieved from https://journal.fordetak.or.id/index.php/ijets/article/view/5
Anwar, M. S. (2022). Inequality in educatio-nal accessibility from a multicultural edu-cation perspective. Foundasia, 13(1), 1-15. doi:10.21831/foundasia.v13i1.47444
Ashraf, M. A., Mollah, S., Perveen, S., Shabnam, N., & Nahar, L. (2022). Peda-gogical applications, prospects, and chal-lenges of blended learning in Chinese higher education: A systematic review. Frontiers in Psychology, 12, 772322. doi:10.3389/fpsyg.2021.772322 PMID:35145452
Ashraf, M. A., Yang, M., Zhang, Y., Den-den, M., Tlili, A., Liu, J., Burgos, D. (2021). A Systematic Review of Syste-matic Reviews on Blended Learning: Trends, Gaps and Future Direc-tions. Psychology Research and Behavi-our Management, 14, 1525–1541. https://doi.org/10.2147/PRBM.S331741
Asimov, A. (2025). Comparing self-administered mixed-mode and face-to-face designs in a repeated cross-sectional survey. International Journal of Social Research Methodology, 1–18. https://doi.org/10.1080/13645579.2025.2545974
Asrial, A., Syahrial, S., Kurniawan, D. A., Alirmansyah, A., Sholeh, M., & Zulkhi, M. D. (2022). The Influence of Applica-tion of Local-wisdom-based Modules toward Peace-loving Characters of Ele-mentary School Students. Indonesian Journal on Learning and Advanced Edu-cation (IJOLAE), 4(2), 157–170. https://doi.org/10.23917/ijolae.v4i2.17068
Araka, E., Maina, E., Gitonga, R., Oboko, R. & Kihoro, J. (2021). University Students' Perception on the Usefulness of Learning Management System Features in Promo-ting Self-Regulated Learning in Online Learning. International Journal of Edu-cation and Development using Informa-tion and Communication Technology, 17(1), 45-64.
Baran, A., & Kabael, T. (2023). An investiga-tion of eighth-graders’ mathematical communication competency and mathe-matical literacy performance. The Journal of Educational Research, 116(4), 216–229. https://doi.org/10.1080/00220671.2023.2250752
Barni, D., Danioni, F., & Benevene, P. (2019). Teachers’ self-efficacy: The role of personal values and motivations for teaching. Frontiers in psychology, 10, 1645. https://doi.org/10.3389/fpsyg.2019.01645
Bekker S., Clark A. M. (2018). Improving qualitative research findings presenta-tions: Insights from genre the-ory. International Journal of Qualitative Methods, 17(1), 1–12. https://doi.org/10.1177/1609406918786335
Berga, K. A., Vadnais, E., Nelson, J., Johns-ton, S., Buro, K., Hu, R., & Olaiya, B. (2021). Blended Learning Versus Face-To-Face Learning in an Undergraduate Nursing Health Assessment Course: A Quasi-Experimental Study. Nurse Educa-tion Today, 96(August 2020), 104622. https://doi.org/10.1016/j.nedt.2020.104622
Borup, J., Chambers, C., & Srimson, R. (2019). Online Teacher and On-Site Faci-litator Perceptions of Parental Engage-ment at a Supplemental Virtual High School. International Review of Research in Open and Distance Learning, Volume 20(2), 79-95. https://doi.org/10.19173/irrodl.v20i2.4237
Bosire, J. P. O. (2024). Preschool teachers’ beliefs about children, self-efficacy, class-room quality and children’s early lan-guage. The Journal of Educational Rese-arch, 117(2), 74–86. https://doi.org/10.1080/00220671.2024.2329581
Cai, H., Zhang, Q., Bai, J., Yang, X., & Cheng, X. (2025). Review-based learning by teaching promoted deeper learning competencies of the challenged stu-dents. The Journal of Educational Rese-arch, 118(3), 257–267. https://doi.org/10.1080/00220671.2025.2464043
Cahyana., A. B., Sembiring, M. G., & Syari-fah, E. (2023). Pengaruh Kompetensi Pe-dagogik dan Kompetensi Profesional Gu-ru Terhadap Kinerja Guru Sekolah Dasar di Kecamatan Secang Kabupaten Mage-lang. Jurnal Kewarganegaraan, 7(1), 605-617. https://doi.org/10.31316/jk.v7i1.4855
Chang, L. (2025). Effects of fundamentals of culture on teacher-student relationship: A quantitative correlation study. The Jour-nal of Educational Research, 118(3), 221-232. https://doi.org/10.1080/00220671.2025.2461450
Chunhui Li & Wen, F. (2023). Promoting Deep Learning in Mathematics Educa-tion-Based on Understanding by Design Theory. Academic Journal of Mathemati-cal Sciences, 4(4), 57-61. https://doi.org/10.25236/AJMS.2023.040409.
Creswell, J. W. (2022). Research Design: Qualitative, Quantitative and Mixed Me-thods Approaches (6th). Melbourne: Sage Publications.
Decker-Woodrow, L. (2018). The relationship between internal teacher profiles and the quality of teacher-child interactions in prekindergarten. Journal of Research in Childhood Education, 32(1), 32-51. https://doi.org/10.1080/02568543.2017.1393030
Dewi, A. U. (2021). Curriculum reform in the decentralization of education in Indonesia: effect on students’ achievements. Jurnal Cakrawala Pendidikan, 40(1), 158–169. https://doi.org/10.21831/cp.v40i1.33821
Edwar, M.E. (2025). Integrating Technology in Education: The Impact of Blended Le-arning Approaches in Higher Education. In: AlDhaen, E., Braganza, A., Hamdan, A., Chen, W. (eds) Business Sustainabi-lity with Artificial Intelligence (AI): Chal-lenges and Opportunities. Studies in Sys-tems, Decision and Control, vol 566. Springer, Cham. https://doi.org/10.1007/978-3-031-71318-7_17
Elhanashi, A., Dini, P., Saponara, S., & Zheng, Q. (2023). Integration of Deep Learning into the IoT: A Survey of Tech-niques and Challenges for Real-World Applications. In Electronics (Switzer-land), 12(4), 26-38. https://doi.org/10.3390/electronics12244925
Fitriani, Y. (2020). Analysis of the Use of Learning Management Systems (LMS) as an Online Learning Medium During the COVID-19 Pandemic. Journal of Infor-mation System, Informatics and Compu-ting, 4(2), 1-8. https://doi.org/10.52362/jisicom.v4i2.312
Flores, M. A., Santos, P., Fernandes, S., & Pereira, D. (2015). Pre-service Teachers’ Views of Their Training: Key Issues to Sustain Quality Teacher Education. Jour-nal of Teacher Education for Sustainabi-lity, 16(2), 39-53. https://doi.org/10.2478/jtes-2014-0010
Guntoro, E., Ratnasari, S. L., & Harahap, D. A. (2025). Management Model of Tea-cher Training Program on Enhancing Work Performance: Exploratory Sequen-tial Design at Junior High School 3 Num-for Barat. Multidisciplinary Output Rese-arch for Actual and International Issue (MORFAI), 5(1), 453–468. https://doi.org/10.54443/morfai.v5i1.2648
Hanno, E. C., Gonzalez, K. E., Lebowitz, R. B., McCoy, D. C., Lizarraga, A., & Fort, C. K. (2020). Structural and process qua-lity features in Peruvian early childhood education settings. Journal of Applied Developmental Psychology, 67, 101105. https://doi.org/10.1016/j.appdev.2019.101105
Hartz, K., Williford, A. P., & Koomen, H. M. (2017). Teachers’ perceptions of teacher–child relationships: Links with children’s observed interactions. Early Education and Development, 28(4), 441-456. https://doi.org/10.1080/10409289.2016.1246288
Hill, J., & Smith, K. (2023). Visions of blen-ded learning: identifying the challenges and opportunities in shaping institutional approaches to blended learning in higher education. Technology, Pedagogy and Education, 32(3), 289–303. https://doi.org/10.1080/1475939X.2023.2176916
Hindaryatiningsih, N., Sholeh, M., Ahiri, J., Masri, F. A., Putra, A., Omasrianto., Ah-iri, Y. Y., & Harimudin, J. (2025). Kee-ping Teacher Professional Development Performance in Teaching: The Role of In-terest Development in the Era of Techno-logical Advance. IJORER: International Journal of Recent Educational Research, 6(2), 531-543. https://doi.org/10.46245/ijorer.v6i2.805
Huang, Q. (2019). Comparing teacher’s roles of F2f learning and online learning in a blended English course. Computer Assis-ted Language Learning, 32(3), 190–209. doi:10.1080/09588221.2018.1540434
Huberman, M., Bitter, C., Anthony, J., & O'Day, J. (2014). The Shape of Deeper Learning: Strategies, Structures, and Cul-tures in Deeper Learning Network High Schools. Findings from the Study of De-eper Learning Opportunities and Outco-mes: Report 1. American Institutes for Research.
Hu, B. Y., Huang, P., Wang, S., & Curby, T. (2023). Teachers’ beliefs about children and children’s literacy development: The mediating role of responsive tea-ching. Journal of Early Childhood Lite-racy, 23(4), 751-777. https://doi.org/10.1177/14687984211037004
Jerry, M., & Yunus, M. M. (2021). Blended learning in rural primary ESL classroom: Do or don’t. International Journal of Le-arning. Teaching and Educational Rese-arch, 20(2), 152–173.
Kachole, S. P & Upadhyay, A. A. (2025). Blended Learning - Its Challenges and Future. 5th International Conference on Innovation in Management & Informa-tion Technology (ICIMIT), 5th April 2025.
Kintu, M. J., Zhu, C., & Kagambe, E. (2017). Blended learning effectiveness: The rela-tionship between student characteristics, design features, and outcomes. Internati-onal Journal of Educational Technology in Higher Education, 14(1), 1–20. doi:10.1186/s41239-017-0043-4
Kamila, S. N & Agus, A. H. (2023). Imple-mentation of Merdeka Curriculum in Im-proving the Quality of Senior High School. Journal Education, 9(1), 394-401. https://doi.org/10.31949/educatio.v9i1.4591
Kleinsasser, R. C. (2025). Learning together: Organizing schools for teacher and stu-dent learning: by E. Kazemi, J. Calabrese, T. Lind, B. Lewis, A. F. Resnick, L. K. Gibbons, Harvard Education Press, 2024, 271 pp. The Journal of Educational Re-search, 118(5), 528–529. https://doi.org/10.1080/00220671.2025.2476365
Mishra, S., Misra, P.K., & Panda, S. (2025). Innovations in Blended Learning: Les-sons and Best Practices. In: Misra, P.K., Mishra, S., Panda, S. (eds) Case Studies on Blended Learning in Higher Educa-tion. Springer, Singapore. https://doi.org/10.1007/978-981-96-0722-8_12
Moser, K.M. & Wei, T. (2023). Professional development in collaborative online spaces: supporting rural language teachers in a post-pandemic era. The New Educator, 19(1), 1-32. https://doi.org/10.1080/1547688X.2023.2174279
Morse J. M., Bowers B. J., Clarke A. E., Charmaz K., Corbin J., Porr C. J. (2021). The maturation of grounded theory. In Morse J. M., Stern P. N., Corbin J., Bo-wers B., Charmaz K., Clarke A. E., Porr C. J. (Eds.), Developing grounded the-ory (pp. 3–22). Routled-ge. https://doi.org/10.4324/9781315169170-2
Nasir, A. N. M., Ahmad, A., Udin, A., Wa-hid, N. H. A., & Ali, D. F. (2020). Tea-chers’ Practical Teaching Methods for Electronic Course in Vocational Colle-ge. Journal of Technical Education and Training, 12(1), 189-196. https://doi.org/10.30880/jtet.2020.12.01.020
Le, N. D. (2025). ABET-Compliant Training Program Implementation Impact on Im-provement of Training Quality. Journal of Technical Education and Training, 17(2), 197-212. https://doi.org/10.30880/jtet.2025.17.02.014
Liu, M., Zhong, Z., Ma, J., & Wang, W. (2024). Handbook of Educational Reform Through Blended Learning. Springer. https://doi.org/10.1007/978-981-99-6269-3_1
Li, M., Han, X., & Cheng. J. (2024). Hand-book of Educational Reform Through Blended Learning. Springer. https://doi.org/10.1007/978-981-99-6269-3
Müller, C. & Mildenberger, T. (2021). Facilitating flexible learning by replacing classroom time with an online learning environment: A systematic review of blended learning in higher education. Educational Research Review, 34(100394)
Organization for Economic Co-operation and Development [OECD]. (2022). PISA 2022 assessment and analytical fra-mework. OECD Publishing. https://doi.org/10.1787/b25efab8-en
Owston, R., & York, D. N. (2018). The nag-ging question when designing blended courses: Does the proportion of time de-voted to online activities matter? The In-ternet and Higher Education, 36, 22–32. doi:10.1016/j. iheduc.2017.09.001
Pianta, R. C., Whittaker, J. E., Vitiello, V., Ruzek, E., Ansari, A., Hofkens, T., & De Coster, J. (2020). Children's school rea-diness skills across the pre-K year: Asso-ciations with teacher-student interactions, teacher practices, and exposure to acade-mic content. Journal of Applied Deve-lopmental Psychology, 66, 101084. https://doi.org/10.1016/j.appdev.2019.101084
Pohan, A. E., Susanto, A., Pamungkas, T., Ghani, M. F. A., Siregar, S., Rahmawati, D., Hammas, M. I., Trisusanti, R., Agusmal., & Syafrizal. (2025). Sustaina-bility of Teachers’ Training Program to Preparing STEM Based Learning Imple-mentation in Indonesia. International Re-view of Practical Innovation, Technology and Green Energy, 5(1), 103 -111. https://doi.org/10.54443/ijerlas.v4i6.2061
Park, H.J., Byun, S.Y., Sim, J., Han, H., & Baek, Y.S. (2016). Teachers’ Perceptions and Practices of STEAM Education in South Korea. Eurasia Journal of Mathe-matics, Science and Technology Educa-tion, 12(7), 1739-1753. doi.org/10.12973/eurasia.2016.1531a
Philipsen, B., Tondeur, J., Pareja Roblin, N., Vanslambrouck, S. & Chang. (2019). Improving teacher professional deve-lopment for online and blended learning: a systematic meta-aggregrative review. Educational Technology Research and Development, 67, 1145-1174. https://doi.org/10.1007/s11423-019-09645-8
Pohan, A. E., Edi, W., Putri, A., Nugroho, T., Miftakhi, D.R. (2021). Strengthening Teachers’ Professionalism Through Blended-Based Training in Padang La-was District. Minda Baharu, 5(2), 196-207. https://doi.org/10.33373/jmb.v5i2.3424
Pohan, A. E., Hadiyanto, A., & Asmarazisa Azis, D. (2021). Virtualization of Teacher Training on Improving of Online Tea-ching Competence for the Students of Ri-au Island University in Indone-sia. London Journal of Social Sciences, 2(2), 10–22. https://doi.org/10.31039/ljss.2021.2.51
Pohan, A. E., Daulay, H. M., & Sahrir, A. (2021). Improving Teachers’ Professio-nalism Through Blended-Based Training in Indonesia’s Remote Area. London Journal of Social Sciences, 2(1), 67–78. https://doi.org/10.31039/ljss.2021.1.43
Pratomo, I. W. P., & Wahanisa, R. (2021). Utilization of Learning Management Sys-tem (LMS) Technology at Unnes During the Covid-19 Pandemic. National Law Seminar at Semarang State University, 7(2), 547-560. https://doi.org/10.15294/snhunnes.v7i2.730
Primus, N. (2024). Core practices in teacher education: A global perspective: Gross-man, P., & Fraefel, U. (Eds.). (2024). Harvard Education Press, 2024, 197 pp. The Journal of Educational Rese-arch, 117(5), 331–332. https://doi.org/10.1080/00220671.2024.2386229
Purnomo, A. R., Yulianto, B., Mahdiannur, M. A., & Subekti, H. (2023). Embedding sustainable development goals to support national independent curriculum using projects in biotechnology. International Journal of Learning, Teaching and Edu-cational Research, 22(1), 406-433. https://doi.org/10.26803/ijlter.22.1.23
Pusvariauwaty, P., Pamungkas, T., & Susan-to, A. (2025). Implementation and Actua-lization of Human Resource Development Programs to Improve Teacher Professio-nalism in Junior High Schools in the Hin-terland Area of Batam. Jurnal Inovasi Pendidikan Dan Sains, 6(2), 291-297. https://doi.org/10.51673/jips.v6i2.2569
Qothrunada, D. T., & Satria WD, H. (2025). Perbandingan Parameter PM10 Pra dan Pasca Pembatasan Sosial selama Pandemi Covid-19 di Serpong . Jurnal Penelitian Sains Teknologi, 1(1), 1–8. https://doi.org/10.23917/saintek.v1i1.559
Rahman, H., Irfan, M., Yusuf., Ali, A. M., & Abadi, A. U. (2025). Analysis of Pre-service Teachers' Skills in Providing Feedback to Students During Field Expe-rience Practice in School. IJORER: Inter-national Journal of Recent Educational Research, 6(2), 544-564. https://doi.org/10.46245/ijorer.v6i2.799
Ramadhan, B., Pohan, A. E., & Putra, J. D. (2025). Teacher Competency Improve-ment Management Model Through Hybrid Training in the Implementation of Deep Learning in Numfor Pa-pua. Multidiciplinary Output Research For Actual and International Issue (MORFAI), 5(2), 619–627. https://doi.org/10.54443/morfai.v5i2.2716
Rizal, S & Walidain. B. (2019). Creating Mo-odle-Based E-Learning Media for the In-troduction to Computer Applications Course at Serambi Mekkah University. Jurnal Ilmiah Didaktika: Media Ilmu Pendidikan dan Pembelajaran, 19(2), 178-192. Doi: 10.22373/jid.v19i2.5032
Robert, C., Pianta., De Coster, J., Cabell, S., Burchinal, M., Hamre, B. K., Downer, J., Crouch, J. L. C., Williford, A., & Howes, C. (2014). Dose–response relations between preschool teachers’ exposure to components of professional development and increases in quality of their interac-tions with children, Early Childhood Re-search Quarterly, 29(4), 499-508, https://doi.org/10.1016/j.ecresq.2014.06.001.
Salite, I., Fjodorova, I., & Ivanova, O. (2025). Editorial: Teacher Education and Lea-dership for a Sustainable World. Journal of Teacher Education for Sustainability, 26(2), 1-5, https://doi.org/10.2478/jtes-2024-0013
Saputri, Y. R. A., & Idarwati, I. (2025). Pe-trografi dan Provenance Batupasir For-masi Muara Enim dan Sekitarnya, Ka-bupaten Lahat, Sumatera Selatan. Jurnal Penelitian Sains Teknologi, 1(2), 19–24. https://doi.org/10.23917/saintek.v1i2.6908
Sasmoko., Noerlina., Idrianti, Y., & Wahid, N. H. A. (2020). Indonesian Vocational Engagement (I-VOCATIE): A New Concept in Improving Teacher Compe-tencies 4.0. Journal of Technical Educa-tion and Training, 12(3), 97-105. https://doi.org/10.30880/jtet.2020.12.03.010
Sawyer, B. E., O’Connell, A., Bhaktha, N., Justice, L. M., Santoro, J. R., & Rhoad Drogalis, A. (2022). Does teachers’ self-efficacy vary for different children? A study of early childhood special edu-cators. Topics in Early Childhood Special Education, 42(1), 50-63. https://doi.org/10.1177/0271121420906528
Shernoff, D.J., Sinha, S., Bressler, D.M., & Ginsburg, L. (2017). Assessing Teacher Education and Professional Development Needs for the Implementation of Integra-ted Approaches to STEM Education. In-ternational Journal of STEM Education, 4, 1-16. doi.org/10.1186/ s40594-017-0068-1
Shurygin, V., Saenko, N., Zekiy, A., Klochko, E., & Kulapov, M. (2021). Le-arning Management Systems in Acade-mic and Corporate Distance Education. International Journal of Emerging Technologies in Learning (iJET), 16(11), 121-139. https://doi.org/10.3991/ijet.v16i11.20701
Smith, K., & Hill, J. (2018). Defining the na-ture of blended learning through its depic-tion in current research. Higher Educa-tion Research & Development, 38(2), 383–397. https://doi.org/10.1080/07294360.2018.1517732
Suardana, I. P. O., Agustini, I. D. A. N., Su-priatni, E. T., & Suwignyo, H. (2022). Analysis of teacher’s readiness in imple-menting “national independent curricu-lum” in public elementary schools in Me-nanga District: A case study. ISCE: Journal of Innovative Studies on Charac-ter and Education, 6(2), 369-377. https://doi.org/10.17509/jik.v21i1.62003
Susanto, A., Yudianto, P., Rahmah, F., Pusvariauwaty, P., Handya Putri, A., & Suyito, S. (2025). The Role of Deep Le-arning in Enhancing Educational Proces-ses: Opportunities and Applica-tions. EScience Humanity Journal, 5(2), 462-473. https://doi.org/10.37296/esci.v5i2.238
Susilawati. (2021). Pengaruh Kompetensi Pedagogik Terhadap Kinerja Guru Di SDN Sirnagalih Kecamatan Cicalengka Kabupaten Bandung. Jurnal Tadbir Pe-radaban, 1(1), 69-77. https://doi.org/10.55182/jtp.v1i1.274
Thambu, N., Prayitno, H. J., & Zakaria, G. A. N. (2021). Incorporating Active Learning into Moral Education to Develop Multiple Intelligences: A Qualitative Approach. Indonesian Journal on Learning and Ad-vanced Education (IJOLAE), 3(1), 17–29. https://doi.org/10.23917/ijolae.v3i1.10064
Tricahyati, S., & Zaim, M. (2023). English teachers’ readiness in implementing of ‘Independent Learning’ curriculum in tea-ching English at junior high school in Pa-dang. Journal of English Language Tea-ching, 12(1), 97-105.
Wang, N., Chen, J., Tai, M., & Zhang, J. (2019). Blended learning for Chinese university EFL learners: Learning envi-ronment and learner perceptions. Compu-ter Assisted Language Learning, 34(3), 297–323. doi:10.1080/0 9588221.2019.1607881
Wolf, C., Christmann, P., Gummer, T., Schnaudt, C., & Verhoeven, S. (2021). Conducting general social surveys as self-administered mixed-mode sur-veys. Public Opinion Quarterly, 85(2), 623–648. https://doi.org/10.1093/poq/nfab039
Wu, N. (2016). Frame reconstruction of tea-ching design from the perspective of blended learning and an analysis of the supporting role of educational mass data in teaching design. China Educational Technology, (5), 18–24. doi:10.1007/978-981-99-6269-3_1
Xu, D., Glick, D., Rodriguez, F., Cung, B., Li, Q., & Warschauer, M. (2020). Does blended instruction enhance English lan-guage learning in developing countries? Evidence from Mexico. British Journal of Educational Technology, 51(1), 211–227. doi:10.1111/bjet.12797
Xu, LJ., He, XL., Wu, J., Hwang, GJ. & Wu, HH. (2025). Effects of multimodal peer-feedback-based peer-teaching on pre-service teachers’ professional deve-lopment. Education and Information Technologies, 30, 23015-23040. https://doi.org/10.1007/s10639-025-13641-2
Yenni, A., Ahmad, A & Fajarianto, O. (2023). The Effectiveness of Learning Management System in Higher Educa-tion: A Case Study of Social Sciences Course Content. IJESS International Journal of Education and Social Scien-ce, 4(2), 114–118. https://doi.org/10.56371/ijess.v4i2.185
Yıldız, E., Sarıtaş, M. T., & Can Şenel, H. (2015). Examining the Attitudes and In-tention to Use Synchronous Distance Le-arning Technology among Preservice Teachers: A Qualitative Perspective of Technology Acceptance Model. Ameri-can Journal of Educational Research, 3(10A), 17–25. https://doi.org/10.12691/education-3-10a-3
Yudhana, A. S. L., & Kusuma, W. A. (2021). Advantages and Disadvantages of Dis-tance Learning or E-Learning and Lear-ning Management System (LMS) Using Literature Review Approach and User Persona. Journal of Syntax Admiration 2(9), 26-37. https://doi.org/10.46799/jsa.v2i9.303
Yu, H. (2017). Case study on blended tea-ching reform effects evaluation of higher education. China Educational Techno-logy, (11), 129–133. https://doi.org/10.4018/IJMBL.337492
Zhang, Z., Cao, T., Shu, J., & Liu, H. (2020). Identifying key factors affecting college students’ adoption of the e-learning sys-tem in mandatory blended learning envi-ronments. Interactive Learning Environ-ments. Advance Online Publication. doi:10.1080/10494820.2020.1723113
Zheng, W., Yu, F., & Wu, Y. J. (2022). Soci-al media on blended learning: the effect of rapport and motivation. Behaviour Inter-national Journal of Technological, 41(9):1941–1951. https://doi.org/10.1080/0144929X.2021.1909140
Zhong, Q. (2021). Deep learning: The symbol of classroom transformation. Global Education, 50, 14-33. https://doi.org/10.25236/AJMS.2023.040409.
Authors
Copyright (c) 2026 Albert Efendi Pohan, Lillian Koh, Muhammad Faizal Abd. Ghani; Sipnarong Kancanawongpaisan; Rochman Hadi Mustofa, Ridlun Artol

This work is licensed under a Creative Commons Attribution 4.0 International License.
