Developing an interactive e-book integrating pedagogical deep learning and local wisdom to enhance digital literacy and mathematical critical thinking
DOI:
https://doi.org/10.29408/jel.v12i1.32526Keywords:
interactive e-book, deep learning;, local wisdom, digital literacy, mathematical critical thinkingAbstract
This study aimed to develop and evaluate an interactive e-book integrating deep learning principles with Garut local wisdom to enhance digital literacy and mathematical critical thinking. Using a research and development (R&D) approach with the ADDIE model and a quasi-experimental design, 73 seventh-grade students participated: 36 in the experimental group and 37 in the control group. Data were collected through mathematical critical thinking tests, digital literacy questionnaires, and expert validation sheets, then analyzed using normalized gain scores, the Mann-Whitney U test, and Cohen’s d. The e-book achieved very high validity (93.33%) and practicality ratings exceeding 95%. The experimental group demonstrated significantly greater gains in mathematical critical thinking (Ng = 0.89) than the control group (Ng = 0.70), with a Cohen’s d of 2.59 indicating a very strong effect. Additionally, 95.35% of students reported improved digital literacy. These findings indicate that culturally grounded interactive e-books can effectively enhance 21st-century skills, providing a replicable framework for integrating local wisdom in mathematics education across diverse cultural contexts.
References
Al-Azawei, A., Parslow, P., & Lundqvist, K. (2019). Barriers and opportunities of e-learning implementation in Iraq: A Case of Public Universities. The International Review of Research in Open and Distributed Learning, 20(2), 43–62. https://doi.org/10.19173/irrodl.v17i5.2501
Akker, J. Van Den, Bannan, B., Kelly, A. E., Nieveen, N., & Plomp, T. (2013). Educational Design Research (T. Plomp & N. Nieveen (eds.)). SLO-Netherlands Institute for Curriculum Development.
Andriani, R., Marlina, E., & Rahayu, N. (2023). The character education based on local wisdom with flipbook assisted digital literacy media in online learning. International Journal of Quantitative Research and Modeling, 4(2), 104-109. https://doi.org/10.46336/ijqrm.v4i2.450
Anggo, M., Masi, L., & Haryani, M. (2021). The use of metacognitive strategies in solving Mathematical Problems. Journal of Physics: Conference Series. https://iopscience.iop.org/article/10.1088/1742-6596/1752/1/012078/pdf
Cîrneanu, A. and Moldoveanu, C. (2024). Use of digital technology in integrated mathematics education. Applied System Innovation, 7(4), 66. https://doi.org/10.3390/asi7040066
Damyanov, I., & Tsankov, N. (2018). The role of infographics for the development of skills for cognitive modeling in education. International Journal of Emerging Technologies in Learning (iJET), 13(01), 82–92. https://doi.org/10.3991/ijet.v13i01.7541
Davidson, A.-L., & Carliner, S. (2014). E-books for educational uses. Handbook of research on educational communications and technology: Fourth Edition, 713–722. https://doi.org/10.1007/978-1-4614-3185-5
De Ree, J., Muralidharan, K., Pradhan, M., & Rogers, H. (2019). Double for nothing? Experimental evidence on an unconditional teacher salary increase in Indonesia. The Quarterly Journal of Economics, 133(2), 993–1039. https://doi.org/10.5040/9781474209700.0002
Dominguez, C., Nascimento, M. M., Payan-Carreira, R., Cruz, G., Silva, H., Lopes, J., Morais, M. da F. A., & Morais, E. (2015). Adding value to the learning process by online peer review activities: Towards the elaboration of a methodology to promote critical thinking in future engineers. European Journal of Engineering Education, 40(5), 573–591. https://doi.org/10.1080/03043797.2014.987649
Ennis, R. H. (1993). Critical thinking assessment. Theory Into Practice, 32(3), 179–186. https://doi.org/10.1080/00405849309543594
Eppard, J., Kaviani, A., Bowles, M., & Johnson, J. (2021). EdTech culturation: Integrating a culturally relevant pedagogy into educational technology. Electronic Journal of E-Learning, 19(6), 516-530. https://doi.org/10.34190/ejel.19.6.2065
Erlita, & Hakim, D. L. (2022). Kemampuan berpikir kritis siswa MTs dalam menyelesaikan masalah bangun datar segiempat [Critical Thinking skills of MTs students in solving quadrilateral plane problems]. JPMI: Jurnal Pembelajaran Matematika Inovatif, 5(4), 971–982. https://doi.org/10.22460/jpmi.v5i4.971-982
Facione, P. A. (1998). Critical thinking: What it is and why it counts. Millbrae. California Academic Press. Haziran, 13, 2009.
Fullan, M., Quinn, J., & McEachen, J. (2018). Deep learning: Engage the World, Change the World. Thousand Oaks, CA: Corwin.
Hermita, N., Kusumah, Y. S., Sumarmo, U., & Dahlan, J. A. (2022). Improving mathematical critical thinking ability of junior high school students through blended learning. Journal on Mathematics Education, 13(1), 1–14. https://doi.org/10.22342/jme.v13i1.pp1-14
Hernawan, H., Syihabuddin, S., & Damaianti, V. S. (2021). Penilaian implementasi gerakan literasi di Jawa Barat [Assessment of the Implementation of the literacy Movement in West Java]. Jurnal Pendidikan Bahasa dan Sastra, 20(2), 211–220. https://doi.org/10.17509/bs_jpbsp.v20i2.33061
Hillmayr, D., Ziernwald, L., Reinhold, F., Hofer, S. I., & Reiss, K. M. (2020). The potential of digital tools to enhance mathematics and science learning in secondary schools: A context-specific meta-analysis. Computers & Education, 153, 103897. https://doi.org/10.1016/j.compedu.2020.103897
Jácome-Guerrero, S., Román, M., Barreno, N., & Parra-Gavilánez, L. (2024). Interactive e-Books in mathematics learning: A systematic mapping study. In XVIII Multidisciplinary International Congress on Science and Technology, 902, 339–352. Springer. https://doi.org/10.1007/978-3-031-52255-0_24
Jupri, A., Drijvers, P., & van den Heuvel-Panhuizen, M. (2015). Improving grade 7 students’ achievement in initial algebra through a technology-based intervention. Digital Experiences in Mathematics Education, 1(1), 28–58. https://doi.org/10.1007/s40751-015-0004-2
Karabatzaki, Z., Stathopoulou, A., Kokkalia, G., Dimitriou, E., Loukeri, P. I., Economou, A., & Drigas, A. (2018). Mobile application tools for students in Secondary. International Journal of Interactive Mobile Technologies, 12(2), 142–161. https://doi.org/10.3991/ijim.v12i2.8158
Kemendikbud. (2017). Permendikbud Nomor 37 Tahun 2018 tentang Kompetensi Inti dan Kompetensi Dasar. [Regulation of the Minister of Education and Culture No. 37/2018 on Core and Basic Competencies]. Kementerian Pendidikan dan Kebudayaan.
Kemendikbudristek. (2022). Capaian pembelajaran kurikulum merdeka jenjang SMP/MTs [Learning outcomes of the independent curriculum at the junior high school/islamic junior high school level]. Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi.
Kemkominfo. (2024). Indeks-literasi-digital-indonesia-tahun-2021-2022. [Indonesia Digital Literacy Index 2021–2022]. https://data.komdigi.go.id/opendata/dataset/indeks-literasi-digital-indonesia
Kilpatrick, J., Swafford, J., & Findell, B. (2001). Adding it up: Helping children learn mathematics. Washington, DC: National Academy Press.
Kistofer, T., Permadi, G. S., & Vitadiar, T. Z. (2019). Development of digital system learning media using digital learning system. Advances in Social Science, Education and Humanities Research, 379, 177–182. https://doi.org/10.2991/assehr.k.191217.030
Kovač, V. B., Nome, D. Ø., Jensen, A. R., & Skreland, L. L. (2025). The why, what and how of deep learning: critical analysis and additional concerns. Education Inquiry, 16(2), 237-253. https://doi.org/10.1080/20004508.2023.2194502
Logan, R. M., Johnson, C. E., & Worsham, J. W. (2021). Development of an e-learning Module to Facilitate Student Learning and Outcomes. Teaching and Learning in Nursing, 16(2), 139–142. https://doi.org/10.1016/j.teln.2020.10.007
López-Escribano, C., Valverde-Montesino, S., & García-Ortega, V. (2021). The impact of e-book reading on young children’s emergent literacy skills: An analytical review. International Journal of Environmental Research and Public Health, 18(12). https://doi.org/10.3390/ijerph18126510
Makwanya, C., & Oni, O. (2019). E-books preference compared to print books based on student perceptions: A case of university of fort hare students. International Journal of Interactive Mobile Technologies, 13(12), 236–245. https://doi.org/10.3991/IJIM.V13I12.10840
Rohmah, N. S., Suryaningtyas, W., & Holisin, I. (2023). Implementation of the STEM-GeoGebra integrated PjBL model to improve student’s critical thinking skills. Jurnal Pendidikan Matematika, 14(2), 123-134. https://doi.org/10.36709/jpm.v14i2.83
Nguyen, T. T., Nguyen, H. T., & Le, Q. H. (2021). Context-Based Learning in mathematics: A literature review. EURASIA Journal of Mathematics, Science and Technology Education, 17(6), em1977. https://doi.org/10.29333/ejmste/10895
Nurdin, I. T., Putra, H. D., & Hidayat, W. (2023). The development of problem based learning google sites-assisted digital teaching materials to improve students' mathematical critical thinking ability. JIML: Journal of Innovative Mathematics Learning, 6(4), 280-293. https://doi.org/10.22460/jiml.v6i4.18520
Papadakis, S., Kalogiannakis, M., & Zaranis, N. (2016). Comparing tablets and PCs in teaching mathematics: An Attempt to Improve Mathematics Competence in Early Childhood Education. Preschool and Primary Education, 4(2), 241. https://doi.org/10.12681/ppej.8779
Prahmana, R. C. I., & D’Ambrosio, U. (2020). Learning geometry and values from patterns: Ethnomathematics on the Batik Patterns of Yogyakarta, Indonesia. Journal on Mathematics Education, 11(3), 439–456. https://doi.org/10.22342/jme.11.3.12949.439-456
Puig, B., Blanco Anaya, P., & Bargiela, I. M. (2020). A systematic review on e-learning environments for promoting critical thinking in higher education. Handbook of research in educational communications and technology: Learning design, 345-362. Springer. https://doi.org/10.1007/978-3-030-36119-8_15
Rahmawati, Y., Taylor, P. C., & Koul, R. (2020). Student empowerment in a constructivist values learning environment for a healthy and sustainable world. Learning Environments Research, 24(3), 451-468. https://doi.org/10.1007/s10984-020-09336-9
Richey, R. C., & Klein, J. D. (2014). Design and development research: Methods, strategies, and issues. New York, NY: Routledge.
Rohmah, A., Rosita, M. D., Fatimah, E. R., & Wahyuni, I. (2023). Analisis kemampuan berpikir kritis siswa kelas VII SMP dalam menyelesaikan soal cerita materi segitiga [Analysis of critical thinking skills of grade VII junior high school students in solving story problems on triangles]. Jurnal Inovasi Pembelajaran Matematika: PowerMathEdu, 2(2), 175–184. https://doi.org/10.31980/powermathedu.v2i2.3098
Setiyani, Waluya, S. B., Sukestiyarno, Y. L., & Cahyono, A. N. (2022). E-module design using kvisoft flipbook application based on mathematics creative thinking ability for junior high schools. International Journal of Interactive Mobile Technologies, 16(4), 116–136. https://doi.org/10.3991/ijim.v16i04.25329
Sinclair, N., de Freitas, E., & Ferrara, F. (2016). The mathematics of materiality: Rethinking the Didactic Triangle. ZDM Mathematics Education, 48(1–2), 19–33. https://doi.org/10.1007/s11858-015-0731-5
Smith-Harvey, J. and Aguayo, C. (2022). Somaesthetics and the non-digital in mixed reality XR education design. Pacific Journal of Technology Enhanced Learning, 4(1), 38-40. https://doi.org/10.24135/pjtel.v4i1.125
Spante, M., Hashemi, S. S., Lundin, M., & Algers, A. (2018). Digital competence and digital literacy in higher education research: Systematic review of concept use. Cogent Education, 5(1), 1–21. https://doi.org/10.1080/2331186X.2018.1519143
Suryawan, I. P. P., Sudiarta, I. G. P., & Suharta, I. G. P. (2023). Students' critical thinking skills in solving mathematical problems: Systematic literature review. Indonesian Journal of Educational Research and Review, 6(1), 120-133. https://doi.org/10.23887/ijerr.v6i1.56462
Syahfitri, J. and Safitri, D. (2024). The effect of digital-based interactive modules to improve student’s critical thinking skills and learning motivation on biology learning. Jurnal Penelitian Pendidikan IPA, 10(5), 2495-2502. https://doi.org/10.29303/jppipa.v10i5.3878
Tall, D. (1986). Using the computer as an environment for building and testing mathematical concepts: Tribute to Richard Skemp. Papers in Honour of Richard Skemp, August, 21–36. http://www.warwick.ac.uk/staff/David.Tall/themes/computers.html
Taufik, M., Rachman, A., & Widodo, S. (2021). Developing interactive digital module to Improve Students’ Higher-Order Thinking Skills in Mathematics. International Journal of Instruction, 14(3), 873–892. https://doi.org/10.29333/iji.2021.14351a
Tchoshanov, M. (2013). Engineering of learning: Conceptualizing e-didactics. The UNESCO Institute for Information Technologies in Education. Moscow
Tindowen, D., Bangi, J., Ramirez, N., & Talay, M. (2023). Local knowledge integration in higher education in an Online Learning Environment through Virtual Expert Sharing. Journal of Educational Analytics, 2(1), 65-76. https://doi.org/10.55927/jeda.v2i1.2984
UNESCO. (2019). A Global Framework of Reference on Digital Literacy Skills for Indicator 4.4.2. UNESCO. https://unesdoc.unesco.org/ark:/48223/pf0000265403
UNESCO. (2021). Reimagining Our Futures Together: A New Social Contract for Education. UNESCO. https://unesdoc.unesco.org/ark:/48223/pf0000379707.locale=en
Voogt, J., & Roblin, N. P. (2012). A comparative analysis of international frameworks for 21st century competences. Journal of Curriculum Studies, 44(3), 299–321. https://doi.org/10.1080/00220272.2012.668938
Wahyuni, S., Erman, Sudikan, S. Y., & Jatmiko, B. (2020). Edmodo-based interactive teaching materials as an alternative media for science learning to improve critical thinking skills of junior high school students. International Journal of Interactive Mobile Technologies, 14(9), 166–181. https://doi.org/10.3991/ijim.v14i09.13041
Wang, Q., & Abdullah, A. H. (2024). Enhancing students Enhancing students’ critical through mathematics in higher education: A systemic review. SAGE Open, 14(3), 1-15. https://doi.org/10.1177/21582440241275651
Weisberg, M. (2011). Student attitudes and behaviors towards digital textbooks. Publishing Research Quarterly, 27(2), 188–196. https://doi.org/10.1007/s12109-011-9217-4
Zaenudin, H. N., Affandi, A. F. M., Priandono, T. E., & Haryanegara, M. E. A. (2020). Tingkat literasi digital siswa SMP di Kota Sukabumi [Digital literacy level of junior high school students in Sukabumi City]. Jurnal Penelitian Komunikasi, 23(2), 167–180. https://doi.org/10.20422/jpk.v2i23.727
Zainuddin, Z., Chu, S. K. W., Shujahat, M., & Perera, C. J. (2020). The impact of gamification on learning and instruction: A systematic review of empirical evidence. Educational research review, 30, 100326. https://doi.org/10.1016/j.edurev.2020.100326
Zhao, J., Hwang, G. J., Chang, S. C., Yang, Q. F., & 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
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