Integrating Potential and Local Wisdom into Digital Biology Learning: A Study on E-Module Efficacy for Enhancing Students' Critical Thinking
DOI:
https://doi.org/10.15294/jpii.v15i2.49339Keywords:
critical thinking skills, e-module, local potential, local wisdom, Toraja tribeAbstract
Students' low critical thinking skills remain a global educational challenge, often attributed to conventional pedagogy and the lack of contextualized learning resources. This study aims to evaluate a biology e-module integrating the local potential and local wisdom of the Toraja Tribe to improve students' critical thinking skills. A pretest-posttest quasi-experimental design was used to compare a control group (using a commonly used biology textbook) and an experimental group (using an e-module on the local wisdom of Toraja). This study involved 140 grade 10 students. Data were collected using a test instrument based on the Ennis framework, and a statistical test was performed using the Mann-Whitney U test. The results showed that implementing the e-module on biodiversity significantly increased students' critical thinking skills (Sig = 0.000 < 0.05) with a large effect size (1.61), confirming the strong impact of context-based digital learning on cognitive development. Research results show that using e-modules on biodiversity significantly improves students' critical thinking skills (Sig = 0.000 < 0.05) with a large effect size (1.61), confirming the strong impact of context-based digital learning on critical thinking skills. Research results show that using e-modules on biodiversity significantly improves students' critical thinking skills (Sig = 0.000 < 0.05) with a large effect size (1.61), confirming the strong impact of context-based digital learning on critical thinking skills. These findings suggest that digitizing local potential and local wisdom is effective in bridging the gap between abstract scientific concepts and students' socio-cultural reality, thereby boosting critical thinking skills.
References
Abad, L., & Hattie, J. (2025). The impact of teaching materials on instructional design and teacher development. Frontiers in Education, 10.
Al Rawashdeh, A. Z., Mohammed, E. Y., Al Arab, A. R., Alara, M., Al-Rawashdeh, B., & Al-Rawashdeh, B. (2021). Advantages and Disadvantages of Using e-Learning in University Education: Analyzing Students’ Perspectives. Electronic Journal of E-Learning, 19(3), 107–117.
Alfred, M., & Kaulu, G. (2020). Biology Teachers’ Context Based Approach Knowledge in the Design of “O” Level Biology Lessons in Selected Secondary Schools of Kafue District. International Journal of Science and Research (IJSR), 9(1), 1277–1285.
Amaral, C. R. (2026). The effect of the collaborative learning models and learning motivation on collaborative skill and critical thinking abilities in students. Cristal International Journal of Interdisciplinary Research, 2(1), 36–51.
Arifah, F., Suprapto, N., & Setiawan, B. (2023). Profile of Critical Thinking Skills in Science Learning Class at Junior High School on Additive Materials. Studies in Learning and Teaching, 4(3), 601–607.
Asrial, A., Syahrial, S., Kurniawan, D. A., & Saputri, J. (2021). E-Module Based on Local Wisdom Ngubat Padi Improves Students’ Social Care Character. Jurnal Ilmiah Sekolah Dasar, 5(4), 579–587.
Astuti, N. N. P., Zubair, M., Alqadri, B., & Mustari, M. (2024). Internalisasi Nilai-Nilai Dalam Membentuk Profil Pelajar Pancasila Di Ma Manhalul Ma’arif Darek. Social : Jurnal Inovasi Pendidikan IPS, 4(3), 155–165.
Azzahrah, W. N., Erwandi, R., & Supriyanto, S. (2025). Analisis Kebutuhan Modul Ipas Berbasis Contextual Teaching And Learning Untuk Meningkatkan Karakter Rasa Ingin Tahu Dan Minat Belajar Siswa Kelas Iv Sd. SCIENCE : Jurnal Inovasi Pendidikan Matematika Dan IPA, 5(2), 936–944.
Bellaera, L., Weinstein-Jones, Y., Ilie, S., & Baker, S. T. (2021). Critical thinking in practice: The priorities and practices of instructors teaching in higher education. Thinking Skills and Creativity, 41, 100856.
Calma, A., & Davies, M. (2026). Assessing students’ critical thinking abilities via a systematic evaluation of essays. Studies in Higher Education, 51(2), 422–437.
Cantona, I. G. E., Suastra, I. W., & Ardana, I. M. (2023). HOTS Oriented Problem-Based Learning Model: Improving Critical Thinking Skills and Learning Outcomes of Fifth Grade Students in Science Learning. Thinking Skills and Creativity Journal, 6(1), 19–26.
Chang, J., Hung, H., & Yang, Y. C. (2024). Effects of an annotation‐supported Socratic questioning approach on students’ argumentative writing performance and critical thinking skills in flipped language classrooms. Journal of Computer Assisted Learning, 40(1), 37–48.
Cohen, J. (2013). Statistical Power Analysis for the Behavioral Sciences. Routledge.
Dusturi, N., Nurohman, S., & Wilujeng, I. (2024). Socio-Scientific Issues (SSI) Approach Implementation in Science Learning to Improve Students’ Critical Thinking Skills: Systematic Literature Review. Jurnal Penelitian Pendidikan IPA, 10(3), 149–157.
Ennis, R. H. (1985). Goals for a Critical Thinking Curriculum (In Adolesc). ASCD Publication.
Ennis, R., & Norris, S. (1989). Evaluating critical thinking. Critical Thinking Press and Software.
Fadilah, A. M., Muhlisin, A., & Ismawati, R. (2024). Development of an Ethnoscience-Based Integrated Science Module with RIAS Learning Model to Improve Students’ Critical Thinking Ability. Phenomenon : Jurnal Pendidikan MIPA, 13(2), 264–282.
Fahlevi, A., Asrizal, A., Gusnedi, G, & Hidayati, H. (2021). Practicality E-Module Of Vibration In Everyday Life On Online Learning To Improve Science Process Skills Of Grade X High School Students. PILLAR OF PHYSICS EDUCATION, 14(2), 109.
Fauziah, I., & Iryani, I. (2025). Efektivitas E-Modul Larutan Penyangga Berbasis Problem Based Learning Terintegrasi Teaching At The Right Level Terhadap Hasil Belajar Peserta Didik Fase F Sma. SCIENCE : Jurnal Inovasi Pendidikan Matematika Dan IPA, 5(3), 1158–1168.
Fitriani, F., Ibrahim, I., & Nugroho, E. D. (2020). Analisis Soal Ujian Akhir Semester Pada Mata Pelajaran Ipa Berdasarkan Dimensi Proses Kognitif Taksonomi Anderson Dankemampuan Berpikir Kritisdi Smp Negeri 1 Nunukan Selatan. Biopedagogia, 2(1), 37–43.
Fraenkel, J. R. W., & Helen, H. (2023). How To Design And Evaluate Research In Education (11th Ed.). Mcgraw Hill Higher Education.
Gunawan, M. A., Amalia, F., Setiawan, A., & Ab Ghani, H. H. (2025). Critical thinking in math: 10th-grade analysis using cognitive diagnostic modeling. REID (Research and Evaluation in Education), 11(1), 89–100.
Güngör, B. C., & Şenel, H. (2020). Content Analysis of Biology Education Research That Used Context-Based Approaches: The Case of Turkey. Journal of Educational Issues, 6(1), 203.
Hackemann, T., Heine, L., & Höttecke, D. (2022). Challenging to Read, Easy to Comprehend? Effects of Linguistic Demands on Secondary Students’ Text Comprehension in Physics. International Journal of Science and Mathematics Education, 20(S1), 43–68.
Heliawati, L., Lidiawati, L., & Pursitasari, I. D. (2022). Articulate Storyline 3 multimedia based on gamification to improve critical thinking skills and self-regulated learning. International Journal of Evaluation and Research in Education (IJERE), 11(3), 1435.
Hidayat, K., Sapriya, S., Hasan, S. H., & Wiyanarti, E. (2023). Social learning e-module for optimizing critical thinking skills. Journal of Education Technology, 7(1), 166-176.
Hikmawati, H., Suastra, I. W., Suma, K., & Sudiatmika, A. A. I. A. R. (2024). Online lectures with local wisdom context: efforts to develop students’ higher-order thinking skills. International Journal of Evaluation and Research in Education (IJERE), 13(2), 943.
Ismail, R. (2019). Ritual Kematian Dalam Agama Asli Toraja “Aluk To Dolo” (Studi Atas Upacara Kematian Rambu Solok). Religi Jurnal Studi Agama-Agama, 15(1), 87-106.
Khaeruddin, K., & Bancong, H. (2022). STEM education through PhET simulations: An effort to enhance students’ critical thinking skills. Jurnal Ilmiah Pendidikan Fisika Al-Biruni, 11(1), 35–45.
Khaeruddin, K., Wahyuni, A. S. A., & Kijkuakul, S. (2025). Digitally Integrated Project-Based Contextual Physics Resources to Enhance Students’ Critical Thinking Skills to Support SDG-4. Jurnal Pendidikan IPA Indonesia, 14(4).
Khusniati, M., Parmin, P., & Sudarmin, S. (2017). Local wisdom-based science learning model through reconstruction of indigenous science to improve student’s conservationist character. Journal of Turkish Science Education, 14(3), 16–23.
Kosasih, A., Supriyadi, T., Firmansyah, M. I., & Rahminawati, N. (2022). Higher-Order Thinking Skills in Primary School: Teachers’ Perceptions of Islamic Education. Journal of Ethnic and Cultural Studies, 9(1), 56–76.
Kullmann, S. (2025). Teaching counts! Open Educational Resources as an object of measurement for scientometric analysis. Quantitative Science Studies, 6, 216–237.
Kumala, F. N., Yasa, A. D., & Samudra, R. D. (2022). Elementary clarification analysis (critical thinking skill) elementary school students based on grade and learning method. Jurnal Ilmiah Sekolah Dasar, 6(3), 459-467.
Layukan, F., Tambaru, E., & Umar, M. R. (2016). Keragaman Jenis Tumbuhan Berkhasiat Obat Tradisonal di Masyarakat Desa Talion dan Desa Sarapeang Kecamatan Rembon Kabupaten Tana Toraja. Universitas Hasanuddin.
Listiani, F., Hernawati, D., Mustofa, R. F., & Badriah, L. (2025). Potret Awal Keterampilan Berpikir Analitis Dan Keterampilan Pemecahan Masalah Peserta Didik Di Smp Al-Madinah. SCIENCE : Jurnal Inovasi Pendidikan Matematika Dan IPA, 5(1), 123–130.
Lobo’, S. R., Rondonuwu, S. B., & Mambu, S. M. (2021). Inventarisasi Dan Pemanfaatan Tumbuhan Sebagai Obat Tradisional Oleh Masyarakat Di Desa Rantebua, Kabupaten Toraja Utara. Pharmacon, 10(2), 803.
Lu, L., Mustakim, S. S., & Muhamad, M. M. (2025). A Meta-analysis of the Effectiveness of Problem-based Learning on Critical Thinking. European Journal of Educational Research, 14(3), 789–804.
Lumbaa, Y., Mukraimin, S., Damayanti, N., & Martinihani, M. (2023). Kearifan Budaya Lokal Dalam Ritual Rambu Solo’ di Toraja. Innovative: Journal Of Social Science Research, 3(3), 4849–4863.
Luthfiyah, F., Haryani, S., Susilaningsih, E., Umam, Q., & Jonathan, A. (2025). Development of Ethnoscience E-Module Integrating Sedekah Laut to Enhance Biodiversity Learning. Unnes Science Education Journal, 14(2).
Ma, F., & Li, Y. (2022). Critical Thinking Ability and Performance in Argumentative Essays of the Education Major Students. Theory and Practice in Language Studies, 12(1), 143–149.
Maghfiroh, R., Wahyuni, S., & Ridlo, Z. R. (2023). The Development of Critical Thinking Skills Assessment Instrument Based on Nearpod in Junior High School Science Learning. Prisma Sains : Jurnal Pengkajian Ilmu Dan Pembelajaran Matematika Dan IPA IKIP Mataram, 11(3), 706.
Mahmud, M. S., & Mohd Drus, N. F. (2023). The use of oral questioning to improve students’ reasoning skills in primary school mathematics learning. Frontiers in Education, 8.
Menninga, A., van Geert, P., van Vondel, S., Steenbeek, H., & van Dijk, M. (2022). Teacher-Student Interaction Patterns Change During an Early Science Teaching Intervention. Research in Science Education, 52(5), 1497–1523.
Muhibuddin, M., Artika, W., & Nurmaliah, C. (2023). Improving critical thinking skills through Higher Order Thinking Skills (HOTS)-based science. International Journal of Instruction, 16(4), 283.
Mulyono, Y., Suranto, S., Yamtinah, S., & Sarwanto, S. (2023). Development of Critical and Creative Thinking Skills Instruments Based on Environmental Socio-Scientific Issues. International Journal of Instruction, 16(3), 691–710.
Murawski, L. M. (2014). Critical thinking in the classroom… and beyond. Journal of learning in higher education, 10(1), 25-30.
Nguyen, L. C., Ngo, N. Van, Ngoc, N. T. L., & Hung, M. Van. (2025). Impact of problem-based learning on critical thinking: An exploration with middle school students. International Journal of Innovative Research and Scientific Studies, 8(2), 2809–2819.
Palumpun, N. S., Wilujeng, I., Suryadarma, I. G. P., Suyanta, S., & Syaukani, M. H. (2022). Identifikasi Kemandirian Belajar Peserta Didik Menggunakan E-Modul Berbantuan Liveworksheet Terintegrasi Potensi Lokal Toraja. Jurnal Penelitian Pendidikan IPA, 8(2), 558–565.
Pitorini, D. E., Suciati, S., & Harlita, H. (2024). Students’ Critical Thinking Skills Using an E-Module Based on Problem-Based Learning Combined with Socratic Dialogue. Journal of Learning for Development, 11(1), 52–65.
Pora’, S. T., Malleana, A. A., & Nurhasanah, N. (2023). Menguak Kearifan Lokal Masyarakat Toraja dalam Menjaga Toleransi. PUSAKA, 11(2), 299–312.
Purwanto, A., Rahmawati, Y., Rahmayanti, N., Mardiah, A., & Amalia, R. (2022). Socio-critical and problem-oriented approach in environmental issues for students’ critical thinking skills development in Chemistry learning. Journal of Technology and Science Education, 12(1), 50-67.
Purwianingsih, W., Arrifa, F. H., & Riandi, R. (2022). Efforts to Enhance Sustainable Consciousness and Critical Thinking in High School Students Through Learning Projects. Indonesian Journal of Teaching in Science, 3(1), 33–44.
Ramdani, A., Jufri, A. W., Gunawan, Fahrurrozi, M., & Yustiqvar, M. (2021). Analysis of students’ critical thinking skills in terms of gender using science teaching materials based on the 5e learning cycle integrated with local wisdom. Jurnal Pendidikan IPA Indonesia, 10(2) , 187-199.
Rehman, N., Zhang, W., Mahmood, A., Fareed, M. Z., & Batool, S. (2023). Fostering twenty-first century skills among primary school students through math project-based learning. Humanities and Social Sciences Communications, 10(1), 424.
Ridho, S., Ruwiyatun, R., Subali, B., & Marwoto, P. (2020). Analisis Kemampuan Berpikir Kritis Siswa Pokok Bahasan Klasifikasi Materi dan Perubahannya. JPPIPA: Jurnal Penelitian Pendidikan IPA, 6(1), 10–15.
Safira, R., & Iryani, I. (2025). Pengaruh Penggunaan E-Modul Larutan Penyangga Berbasis Masalah Terhadap Hasil Belajar Peserta Didik Fase F Sma. SCIENCE : Jurnal Inovasi Pendidikan Matematika Dan IPA, 5(3), 1304–1312.
Sari, M. S., Sunarmi, S., & Mawaddah, K. (2021). The Effect of Scaffolding of Information Literacy on the Botanical Literacy of Prospective Biology Teachers. Jurnal Pendidikan IPA Indonesia, 10(2), 253–259.
Sarvary, M. A., & Schmidt, C. M. (2026). Perceptions, pedagogies, and challenges in critical thinking education. A faculty perspective. Frontiers in Education, 11.
Sarwanto, Fajari, L. E. W., & Chundari. (2021). Critical Thinking Skills And Their Impacts On Elementary School Students. Malaysian Journal of Learning and Instruction, 18(2), 161–187.
Schmidt, C. M., Sarvary, M. A., St. Juliana, J. R., & Specht, C. D. (2026). From implicit to explicit: overcoming common barriers to teaching critical thinking through an innovative online module. Frontiers in Education, 11.
Sriyati, S., Ivana, A., & Pryandoko, D. (2021). Pengembangan Sumber belajar Biologi Berbasis Potensi lokal Dadiah untuk meningkatkan Keterampilan Proses Sains Siswa. Jurnal Pendidikan Sains Indonesia, 9(2), 168–180.
Suherman, I., Fauziah, S. P., Roestamy, M., Bilad, M. R., Abduh, A., & Nandiyanto, A. B. D. (2023). How to Improve Student Understanding in Learning Science by Regulating Strategy in Language Education? Definition, Factors for Enhancing Students Comprehension, and Computational Bibliometric Review Analysis. International Journal of Language Education, 7(3).
Sumardi, L., Sawaludin, Mustari, M., Sialana, F., Simaremare, T. P., & Saputri, A. (2026). The effect of culturally-integrated TEE model teaching materials on secondary school students’ critical thinking skills and cultural literacy competence. Frontiers in Education, 10.
Syahfitri, J., & Muntahanah. (2024). The effectiveness of local wisdom-based interactive digital module on students’ critical thinking disposition. International Journal of Evaluation and Research in Education , 13(4), 2170–2177.
Tandiderung, W. Y., Zetikarya, B., Vonnisye, V., & Banua, M. (2023). Ethnobotanical Study In The Traditional Mangrara Banua Ceremony Of Tongkonan Toraja. Urnal Info Sains : Informatika Dan Sains, 13(2), 511–518.
Telenius, M., Yli-Panula, E., Vesterinen, V.-M., & Vauras, M. (2020). Argumentation within Upper Secondary School Student Groups during Virtual Science Learning: Quality and Quantity of Spoken Argumentation. Education Sciences, 10(12), 393.
Thamrin, L., Gustian, U., Zhongfulin, W., & Suryadi. (2024). The implementation of contextual learning strategies to stimulate students’ critical thinking skills. Retos: Nuevas Perspectivas de Educación Física, Deporte y Recreación, 53.
Uzun, A. G. (2024). The development of mathematical argumentation: A case study on two mathematics classrooms. International Electronic Journal of Mathematics Education, 19(2), em0778.
Yaemkhayai, C., & Piyasatit, P. (2026). The development of an instructional model based on research-based learning and argumentation approaches to enhance critical thinking skills for undergraduate students. Humanities, Arts and Social Sciences Studies, 29–39.
Wahyudi, E., A. B., Salimi, M., Hidayah, R., Suhartono, S., Wahyono, W., Maigina, A., Mahfuzah, A., & Karsono, K. (2025). E-Module Based on Local Wisdom to Strength Cultural Literacy and Critical Thinking. Salud, Ciencia y Tecnología - Serie de Conferencias, 4, 1310.
Yue, Y., Sitthiworachart, J., & Ratanaolarn, T. (2026). Effectiveness of phenomenon-based peer assessment learning model on college students’ entrepreneurship skills and critical thinking. Edelweiss Applied Science and Technology, 10(1), 819–832.
Yuliastrin, A., Vebrianto, R., Fiqri, M., & Berlian, M. (2023). The Mapping Students' Critical Thinking Ability on Vibration and Wave Material: Pemetaan Kemampuan Berpikir Kritis Pada Materi Getaran dan Gelombang. SEJ (Science Education Journal), 7(2), 89-98.

