Development of a Problem Based Learning Science E-Module Integrating Ledre Local Wisdom to Foster Junior High School Students' Critical Thinking Skills
Abstract
This study aimed to develop and evaluate a Problem-Based Learning (PBL)-based science e-module integrating the local wisdom of Ledre to foster junior high school students' critical thinking skills on the topic of food additives. The study employed a Research and Development (R&D) approach using the 4D model consisting of the Define, Design, Develop, and Disseminate stages. The developed product was evaluated in terms of its validity, practicality, and effectiveness. Product validity was assessed by subject-matter experts, instructional media experts, and science education practitioners using Aiken's V. Practicality was evaluated through learning implementation observations, teacher and student response questionnaires, and readability analysis. Effectiveness was determined using a one-group pretest-posttest design involving 64 eighth-grade students from two classes receiving the same instructional treatment. Students' critical thinking skills were analyzed using the Normalized Gain (N-Gain) and the Wilcoxon Signed-Rank Test. The developed science e-module achieved an average Aiken's V coefficient of 0.93, indicating high validity, while the assessment instrument demonstrated good reliability (Cronbach's Alpha = 0.815). Practicality evaluation showed highly positive implementation and user responses, indicating that the e-module was feasible for classroom application. Students' critical thinking skills improved from a mean pretest score of 43.55 to a mean posttest score of 83.73, with an average N-Gain score of 0.6965 (moderate category). The Wilcoxon Signed-Rank Test confirmed a statistically significant improvement (p < 0.001), accompanied by a very large effect size (r = 0.87). These findings demonstrate that integrating Ledre local wisdom into the Problem-Based Learning framework provides an effective digital learning resource for fostering contextual science learning and enhancing junior high school students' critical thinking skills.
References
Aiken, L. R. (1985). Three coefficients for analyzing the reliability and validity of ratings. Educational and Psychological Measurement, 45(1), 131–142. https://doi.org/10.1177/0013164485451012
Al Khansa, E., Pahrudin, A., Jatmiko, A., Sufian, M., & Azad, I. (2024). The integrated learning model in Islamic religious education in junior high school. Southeast Asian Journal of Islamic Education, 7(2), 69–85. https://doi.org/10.21093/sajie.v7i2.9356
Almanasreh, E., Moles, R., & Chen, T. F. (2019). Evaluation of methods used for estimating content validity. Research in Social and Administrative Pharmacy, 15(2), 214–221. https://doi.org/10.1016/j.sapharm.2018.03.066
An Nabil, N. R., Wulandari, I., Yamtinah, S., Ariani, S. R. D., & Ulfa, M. (2022). Analisis indeks Aiken untuk mengetahui validitas isi instrumen asesmen kompetensi minimum berbasis konteks sains kimia. Paedagogia, 25(2), 184–191. https://doi.org/10.20961/paedagogia.v25i2.64566
Arends, R. I. (2012). Learning to teach (9th ed.). McGraw-Hill.
Ariyatun, A. (2021). Analysis of Ethno-STEM integrated project-based learning on students’ critical and creative thinking skills. Journal of Educational Chemistry, 3(1), 35–44. https://doi.org/10.21580/jec.2021.3.1.6574
Barrows, H. S. (2002). Is it truly possible to have such a thing as dPBL? Distance Education, 23(1), 119–122. https://doi.org/10.1080/01587910220124026
Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. https://doi.org/10.1007/BF02310555
Dewi, P., Romadhana, A., Muzaki, M., & Ati MZ, A. F. S. (2023). Pengembangan perangkat pembelajaran IPA berbasis project-based learning (PjBL) di sekolah dasar. Jurnal Ilmiah PENDAS: Primary Educational Journal, 4(1), 61–68. https://doi.org/10.29303/pendas.v4i1.3164
Erlina, E., Hijriyah, U., Ghazi, F., Syahril, S., & Sufian, M. (2025). Arabic problem-based learning for religious moderation: Classroom action research in Islamic education. JPI: Jurnal Pustaka Indonesia, 5(3). https://doi.org/10.62159/jpi.v5i3.1806
Erlina, E., Koderi, K., & Sufian, M. (2025). Designing a gender-responsive qira’ah learning module: Bridging equality and inclusivity in Islamic higher education. Jurnal Ilmiah Islam Futura, 25(1), 239–262. https://doi.org/10.22373/jiif.v25i1.29305
Ge, W.-L., Zhu, X.-Y., Lin, J.-B., Jiang, J.-J., Li, T., Lu, Y.-F., Mi, Y.-F., & Tung, T.-H. (2025). Critical thinking and clinical skills by problem-based learning educational methods: An umbrella systematic review. BMC Medical Education, 25, Article 455. https://doi.org/10.1186/s12909-025-06951-z
Hake, R. R. (1999). Analyzing change/gain scores. Indiana University.
Hidayati, T., & Purwaningsih, D. (2023). The effect of applying problem-based learning model on students’ critical thinking ability in science subjects in grade V elementary school. JPI (Jurnal Pendidikan Indonesia), 12(3), 576–585. https://doi.org/10.23887/jpiundiksha.v12i3.55235
Koderi, K., Sufian, M., & Erlina, E. (2023). Developing Lampung local wisdom film of Arabic communication skills for Madrasah Tsanawiyah students. International Journal of Information and Education Technology, 13(12), 2004–2013. https://doi.org/10.18178/ijiet.2023.13.12.2015
Koçoğlu, A., & Kanadlı, S. (2025). The effect of problem-based learning approach on learning outcomes: A second-order meta-analysis study. Educational Research Review, 48, Article 100690. https://doi.org/10.1016/j.edurev.2025.100690
Kusuma, I. A., & Sumarni, W. (2024). Development of ethnoscience integrated e-worksheet in acid–base materials to improve critical thinking skill. EDUSAINS, 16(2), 97–109. https://doi.org/10.15408/es.v16i2.34136
Liu, Y., & Pásztor, A. (2022). Effects of problem-based learning instructional intervention on critical thinking in higher education: A meta-analysis. Thinking Skills and Creativity, 45, Article 101069. https://doi.org/10.1016/j.tsc.2022.101069
Musahrain, Ainurrahmi, Ferniawan, & Sabrina, A. (2024). Analisis kemampuan berpikir kritis pada mata pelajaran IPA SMP kelas IX di Kabupaten Sumbawa. Jurnal PIPA: Pendidikan Ilmu Pengetahuan Alam, 5(2), 152–159. https://doi.org/10.56842/jp-ipa.v5i2.439
Nurmasitoh, Q. A., Sudarmin, S., Ngabekti, S., Irsadi, A., & Sutopo, A. (2025). Development of a problem-based learning (PBL) ethnoscience e-module on the biodiversity of herbal plants to enhance junior high school students’ critical thinking and environmental literacy. Unnes Science Education Journal, 14(2), 204–210. https://doi.org/10.15294/usej.v14i2.25904
Pitorini, D. E., Suciati, S., & Harlita, H. (2025). Using an e-module based on problem-based learning combined with Socratic dialogue to develop students’ critical thinking skills: A qualitative study. Journal of Educators Online, 22(1), 52–65. https://doi.org/10.9743/JEO.2025.22.1.18
Pohan, L. A., Maulina, J., & Hardianti, T. (2020). Students’ critical thinking: A study on science teaching material based on the scientific approach. Universal Journal of Educational Research, 8(12B), 8129–8136. https://doi.org/10.13189/ujer.2020.082615
Ratna, L., Pada, A. U. T., Samingan, S., Rahmatan, H., Safrida, S., & Fuadi, T. M. (2025). Ethno-PjBL: A pedagogical strategy to foster students’ critical thinking skills on environmental science topics. Biosfer: Jurnal Pendidikan Biologi, 18(2), 190–201. https://doi.org/10.21009/biosferjpb.54197
Rokhman, R., Diana, N., Etek, Y., Koderi, K., & Sufian, M. (2024). The development of a scientific-based academic supervision management model. AL-ISHLAH: Jurnal Pendidikan, 16(2), 1383–1398. https://doi.org/10.35445/alishlah.v16i2.4626
Sari, S. P., Mapuah, S., & Sunaryo, I. (2021). Pembelajaran ilmu pengetahuan alam berbasis etnosains untuk mengembangkan kemampuan berpikir kritis siswa sekolah dasar. EduBase: Journal of Basic Education, 2(1), 9–18. https://doi.org/10.47453/edubase.v2i1.284
Sholahuddin, A., Hayati, N., Iriani, R., Saadi, P., & Susilowati, E. (2021). Project-based learning on ethnoscience setting to improve students’ scientific literacy. AIP Conference Proceedings, 2330(1), Article 020051. https://doi.org/10.1063/5.0043571
Sotero, M. C., Alves, Â. G. C., Arandas, J. K. G., & Medeiros, M. F. T. (2020). Local and scientific knowledge in the school context: Characterization and content of published works. Journal of Ethnobiology and Ethnomedicine, 16, Article 23. https://doi.org/10.1186/s13002-020-00373-5
Suciyati, A., Suryadarma, I. G. P., & Paidi, P. (2021). Integration of ethnoscience in problem-based learning to improve contextuality and meaning of biology learning. Biosfer: Jurnal Pendidikan Biologi, 14(2), 201–215. https://doi.org/10.21009/biosferjpb.18424
Suhirman, S., & Khotimah, H. (2020). The effects of problem-based learning on critical thinking skills and student science literacy. Lensa: Jurnal Kependidikan Fisika, 8(1), 31–38. https://doi.org/10.33394/j-lkf.v8i1.2794
Thiagarajan, S., Semmel, D. S., & Semmel, M. I. (1974). Instructional development for training teachers of exceptional children: A sourcebook. Leadership Training Institute/Special Education, University of Minnesota.
Wiyarsi, A., Çalik, M., Priyambodo, E., & Dina, D. (2024). Indonesian prospective teachers’ scientific habits of mind: A cross-grade study in the context of local and global socio-scientific issues. Science & Education, 33, 1257–1283. https://doi.org/10.1007/s11191-023-00429-4
Wiyarsi, A., Prodjosantoso, A. K., & Nugraheni, A. R. E. (2021). Promoting students’ scientific habits of mind and chemical literacy using the context of socio-scientific issues on inquiry learning. Frontiers in Education, 6, Article 660495. https://doi.org/10.3389/feduc.2021.660495
Xu, E., Wang, W., & Wang, Q. (2023). The effectiveness of collaborative problem solving in promoting students’ critical thinking: A meta-analysis based on empirical literature. Humanities and Social Sciences Communications, 10, Article 16. https://doi.org/10.1057/s41599-023-01508-1
Yu, L., & Zin, Z. M. (2023). The critical thinking-oriented adaptations of problem-based learning models: A systematic review. Frontiers in Education, 8, Article 1139987. https://doi.org/10.3389/feduc.2023.1139987
Yulanda, V., Hamidah, A., & Anggereini, E. (2023). Development of electronic student worksheets (E-LKPD) based on problem-based learning as an effort to improve critical thinking of grade VIII middle school students on respiratory system material. Jurnal Penelitian Pendidikan IPA, 9(9), 7326–7332. https://doi.org/10.29303/jppipa.v9i9.4144
Zidny, R., Sjöström, J., & Eilks, I. (2020). Integrating perspectives from Indigenous knowledge and Western science in secondary and higher chemistry learning to contribute to sustainability education. Sustainable Chemistry and Pharmacy, 16, Article 100229. https://doi.org/10.1016/j.scp.2020.100229
Zubaidah, S. (2018, October 13). Mengenal 4C: Learning and innovation skills untuk menghadapi era Revolusi Industri 4.0 [Paper presentation]. 2nd Science Education National Conference, Universitas Trunojoyo Madura, Bangkalan, Indonesia. https://www.researchgate.net/publication/332469989
Copyright (c) 2026 Nofal Binti Ali Mahfud, Sifak Indana, Isnawati

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with JPI: Jurnal Pustaka Indonesia journal agree to the following terms:
- Authors retain copyright and grant the JPI: Jurnal Pustaka Indonesia journal right of first publication with the work simultaneously licensed under Creative Commons Attribution License (CC BY 4.0) that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors can enter into separate, additional contractual arrangements for the non-exclusive distribution of the published version of the work (e.g., post it to an institutional repository or edit it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) before and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
1.png)




