Effect of E-Module Based on Sustainable Development Goals (SDGs) with Conceptual Change Model-Cognitive Conflict Approach (CCM-CCA) Integrated with Local Wisdom on Students’ Critical Thinking Skills
Article Number: e2025399 | Available Online: August 2025 | DOI: 10.22521/edupij.2025.17.399
Muh. Makhrus , Satutik Rahayu , Didik Santoso , Syarful Annam
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Abstract
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Background/purpose. This research aims to analyze the influence and test the effectiveness of using an e-module based on sustainable development goals (SDGs) with the conceptual change model-cognitive conflict approach (CCM-CCA) integrated with local wisdom on students' critical thinking skills. Materials/methods. This research employed a quasi-experimental design with a pre-test and a post-test control group. Research subjects were 128 10th-grade students studying measurement material in physics subjects. The research subjects were divided into two groups. The first group was the experimental group (taught using e-modules based on CCM-CCA integrated with local wisdom) with 65 students, and the second group was the control group (taught using a conventional learning model) with 63 students. The research instrument includes a set of descriptive questions to measure critical thinking skills. Data analysis included descriptive and inferential analysis. Results. To examine the improvement in students’ critical thinking skills, an n-gain analysis was conducted, and the influence of the e-modules was tested using an independent t-test. The findings revealed that students in the experimental class demonstrated a greater improvement in critical thinking skills compared to those in the control class. Statistical analysis confirmed a significant difference in post-test performance between the two groups, indicating that the use of e-modules had a positive and meaningful impact on students’ critical thinking abilities. |
Conclusion. An e-module based on sustainable development goals (SDGs) with a conceptual change model-cognitive conflict approach (CCM-CCA) integrated with local wisdom influences critical thinking skills.
Keywords: CCM-CCA, Critical Thinking, E-module, Local Wisdom, SDGs
ReferencesAmin, A. M., Corebima, A. D., Zubaidah, S., & Mahartini, S. (2020). The correlation between metacognitive skills and critical thinking skills at the implementation of four different learning strategies in animal physiology lectures. European Journal of Educational Research, 9(1), 143–163. https://doi.org/10.12973/eu-jer.9.1.143
Annam, S., Makhrus, M., Jamaluddin, J., Ramdani, A., & Gunawan, G. (2023). E-module by Flip PDF Professional based on problem-based learning (PBL) integrates local wisdom to improve students' problem-solving ability. Journal of Science and Science Education, 4(2), 138–144. https://doi.org/10.29303/jossed.v4i2.5217
Ariyanti, R., & Bakti, I. (2024). Increase critical thinking skills and learning outcomes of students on buffer solution material using e-modules based on scientific critical thinking (SCT). Jurnal Penelitian Pendidikan IPA, 10(1), 210–218. https://doi.org/10.29303/jppipa.v10i1.5799
Asrizal, A., Marjuni, M., Habibah, R., & Asiah, S. (2023). Meta-analysis of the effect of e-module on students' critical and creative thinking skill in science learning. Jurnal Penelitian Pendidikan IPA, 9(6), 141–147. https://doi.org/10.29303/jppipa.v9i6.2696
Aston, K. J. (2023). 'Why is this hard, to have critical thinking?' Exploring the factors affecting critical thinking with international higher education students. Active Learning in Higher Education. https://doi.org/10.1177/14697874231168341
Bensley, D. A., & Murtagh, M. P. (2012). Guidelines for a scientific approach to critical thinking assessment. Teaching of Psychology, 39(1), 5–16. https://doi.org/10.1177/0098628311430642
Bilad, M. R., Anwar, K., & Hayati, S. (2022). Nurturing prospective STEM teachers’ critical thinking skill through virtual simulation-assisted remote inquiry in Fourier transform courses. International Journal of Essential Competencies in Education, 1(1), 1–10. https://doi.org/10.36312/ijece.v1i1.728
Brunstein, J. (2013). Quantitative PCR methods. MLO: Medical Laboratory Observer, 45(8), 32–34.
Cahyanto, A., Lesmono, A. D., & Handayani, R. D. (2022). Pengembangan e-modul interaktif berbasis Articulate Storyline 3 untuk melatihkan kemampuan berfikir kritis pada pokok bahasan gelombang bunyi. Jurnal Literasi Pendidikan Fisika, 3(2), 154–164. https://doi.org/10.30872/jlpf.v3i2.1551
Clark, R. C., & Mayer, R. E. (2016). E-learning and the science of instruction: Proven guidelines for consumers and designers of multimedia learning (2nd ed.). John Wiley & Sons. https://doi.org/10.1002/9781119239086
Dicerbo, K. (2014). Assessment and teaching of 21st century skills. Assessment in Education: Principles, Policy & Practice, 21(4), 502–505. https://doi.org/10.1080/0969594X.2014.931836
Fahmi, F., Setiadi, I., Elmawati, D., & Sunardi, S. (2019). Discovery learning method for training critical thinking skills of students. European Journal of Education Studies, 6(3), 342–351.
Fatimah, S., Serevina, V., & Sunaryo, S. (2020). Pengembangan modul elektronik fisika berbasis I-Sets berbantuan Articulate Storyline pada materi gelombang cahaya. Prosiding Seminar Nasional Fisika (E-Journal), 9, 16–24. https://doi.org/10.21009/03.SNF2020.02.PF.03
Fauziah, A. N. M., Widodo, W., Hendratmoko, A. F., Ermawan, M. Z. F., & Norsaputra, A. (2024). Relationship between critical thinking and scientific argumentation in science learning. Jurnal Pendidikan IPA Indonesia, 13(2). https://doi.org/10.15294/pwqxcp96
Fitriana, S., Makhrus, M., Gunada, I. W., & Ayub, S. (2020). Pengaruh model pembelajaran CCM CCA terhadap kemampuan pemecahan masalah fluida statis peserta didik. Kappa Journal, 4(1), 57–68. https://doi.org/10.29408/kpj.v4i1.2089
Fitriani, A., Dharmono, D., & Badruzsaufari, B. (2022). The practicality of popular scientific book of aquatic plant on mangrove habitat in the form of flipbook to college students' critical thinking skill. BIO-INOVED: Jurnal Biologi-Inovasi Pendidikan, 4(1), 24–30. https://doi.org/10.20527/bino.v4i1.11481
Fry, S., & Seely, S. (2011). Enhancing preservice elementary teachers’ 21st-century information and media literacy skills. Action in Teacher Education, 33(2), 206–218. https://doi.org/10.1080/01626620.2011.569468
Geertz, C. (1983). Local knowledge: Further essays in interpretive anthropology. Basic Books.
Geisinger, K. F. (2016). 21st Century skills: What are they and how do we assess them? Applied Measurement in Education, 29(4), 245–249. https://doi.org/10.1080/08957347.2016.1209207
González-Pérez, L. I., & Ramírez-Montoya, M. S. (2022). Components of Education 4.0 in 21st century skills frameworks: Systematic review. Sustainability, 14(3), 1–31. https://doi.org/10.3390/su14031493
Griffin, P. (2017). Assessing and teaching 21st century skills: Collaborative problem solving as a case study. In Innovative assessment of collaboration (pp. 113–134). https://doi.org/10.1007/978-3-319-33261-1_8
Hardiani, N., & Putrawangsa, S. (2019). Etnomatematika: Tradisi pengukuran masyarakat suku Sasak dan potensi pengintegrasiannya dalam pembelajaran matematika. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 8(1), 159–174. https://doi.org/10.24127/ajpm.v8i1.1814
Hidayanti, I., Sutisnawati, A., & Uswatun, D. (2021). Pengembangan media pembelajaran berbasis Articulate Storyline untuk meningkatkan literasi sains pada siswa SD kelas tinggi. Jurnal Ilmu Pendidikan Dasar, 4(3), 429–437. https://doi.org/10.26811/didaktika.v5i3.343
Hunaepi, H., Firdaus, L., Samsuri, T., Susantini, E., & Raharjo, R. (2020). Implementasi worksheet inkuiri terintegrasi kearifan lokal untuk meningkatkan keterampilan berpikir kritis mahasiswa. Bioscientist: Jurnal Ilmiah Biologi, 8(1), 158–169. https://doi.org/10.33394/bjib.v8i1.2697
Irhasyuarna, Y., Kusasi, M., Fahmi, F., Fajeriadi, H., Aulia, W. R., Nikmah, S., & Rahili, Z. (2022). Integrated science teaching materials with local wisdom insights to improve students’ critical thinking ability. BIO-INOVED: Jurnal Biologi-Inovasi Pendidikan, 4(3), 328–334. https://doi.org/10.20527/bino.v4i3.14148
Jang, H. (2016). Identifying 21st century STEM competencies using workplace data. Journal of Science Education and Technology, 25(2), 284–301. https://doi.org/10.1007/s10956-015-9593-1
Johnson, R. B., & Christensen, L. (2014). Educational research: Quantitative, qualitative, and mixed approaches (5th ed.). SAGE Publications Inc.
Kaufman, K. J. (2013). 21 ways to 21st century skills: Why students need them and ideas for practical implementation. Kappa Delta Pi Record, 49(2), 78–83. https://doi.org/10.1080/00228958.2013.786594
Komalasari, Y., Nugraha, M. E., Danim, S., & Razak, A. Z. A. (2024). Implementation of STEM learning with a scientific approach to improving critical, creative thinking, and cadet learning outcomes. Jurnal Pendidikan IPA Indonesia, 13(2). https://doi.org/10.15294/nkwfa914
Koth, A. J., Focken, A. G., Lyden, E. R., & Yoachim, S. D. (2021). Effectiveness of an e‐module at teaching novice learners critical thinking skills related to dentistry. Journal of Dental Education, 85(12), 1879–1888. https://doi.org/10.1002/jdd.12757
Kroll, C., Warchold, A., & Pradhan, P. (2019). Sustainable development goals (SDGs): Are we successful in turning trade-offs into synergies? Palgrave Communications, 5(1), 140. https://doi.org/10.1057/s41599-019-0335-5
Kumar, R. (2011). Research methodology: A step-by-step guide for beginners (3rd ed.). SAGE Publications Inc.
Kusasi, M., Fahmi, F., Sanjaya, R. E., Riduan, M., & Anjani, N. (2021). Feasibility of STEM-based basic chemistry teaching materials to improve students’ science literature in wetland context. In Journal of Physics: Conference Series, 2104(1), 012022. https://doi.org/10.1088/1742-6596/2104/1/012022
Lambert, J., & Gong, Y. (2010). 21st century paradigms for pre-service teacher technology preparation. Computers in the Schools, 27(1), 54–70. https://doi.org/10.1080/07380560903536272
Larson, L. C., & Miller, T. N. (2011). 21st century skills: Prepare students for the future. Kappa Delta Pi Record, 47(3), 121–123. https://doi.org/10.1080/00228958.2011.10516575
Leal Filho, W., Azul, A. M., Brandli, L., Lange Salvia, A., & Wall, T. (2019). Implementing the sustainable development goals at university level. Springer. https://doi.org/10.1007/978-3-319-63007-6
Lestari, H. D., & Parmiti, D. P. (2020). Pengembangan e-modul IPA bermuatan tes online untuk meningkatkan hasil belajar. Journal of Education Technology, 4(1), 73–79.
Limón, M. (2001). On the cognitive conflict as an instructional strategy for conceptual change: A critical appraisal. Learning and Instruction, 11(4–5), 357–380. https://doi.org/10.1016/S0959-4752(00)00037-2
Linda, R., Sulistya, S., & Putra, T. P. (2018). Interactive e-module development through chemistry magazine on Kvisoft Flipbook Maker application for chemistry learning in second semester at second grade senior high school. Journal of Science Learning, 1(2), 21–25. https://doi.org/10.17509/jsl.v2i1.12933
López, N., Morgan, D. L., Hutchings, Q. R., & Davis, K. (2022). Revisiting critical STEM interventions: A literature review of STEM organizational learning. International Journal of STEM Education, 9(1). https://doi.org/10.1186/s40594-022-00357-9
M. Pacacı, “The effects of conceptual change texts in science education: A meta-analysis,” International Journal of Science and Mathematics Education (2024), pp. 1–23. https://doi.org/10.1007/s11191-022-00397-1 ,
M. Limón, “On the cognitive conflict as an instructional strategy for conceptual change: A critical appraisal,” Learning and Instruction 11, 357–380 (2001), https://doi.org/10.1016/S0959-4752(00)00037-2.
Mahmudah, S., Kirana, T., & Rahayu, Y. S. (2022). Profile of students' critical thinking ability: Implementation of e-modul based on problem-based learning. IJORER: International Journal of Recent Educational Research, 3(4), 478–488. https://doi.org/10.46245/ijorer.v3i4.231
Makhrus, M. (2018). Model pembelajaran CCM CCA (Conceptual Change Model with Cognitive Conflict Approach). Duta Pustaka Ilmu. https://doi.org/10.29303/jipp.v3i1.54
Makhrus, M., Ayub, S., Wahyudi, W., Verawati, N. N. S. P., & Busyairi, A. (2020). Kemampuan berpikir kritis mahasiswa pada materi optik saat proses pembelajaran dengan CCM-CCA berbantuan eksperimen virtual. Kappa Journal, 4(2), 143–148. https://doi.org/10.29408/kpj.v4i2.2632
Makhrus, M., Nur, M., & Widodo, W. (2014). Model perubahan konseptual dengan pendekatan konflik kognitif (MPK-PKK). Jurnal Pijar MIPA, 9(1), 20–25. https://doi.org/10.29303/jpm.v9i1.39
Manzil, E. F., Sukamti, S., & Thohir, M. A. (2023). Pengembangan e-modul interaktif Heyzine Flipbook berbasis scientific materi siklus air bagi siswa kelas V sekolah dasar. Sekolah Dasar: Kajian Teori Dan Praktik Pendidikan, 31(2), 112–126. https://doi.org/10.17977/um009v31i22022p112
Musliha, M., Dharmono, D., & Badruzsaufari, B. (2022). The practicality of Cyperaceae popular scientific books in mangrove areas to college students' critical thinking skill. BIO-INOVED: Jurnal Biologi-Inovasi Pendidikan, 4(1), 39–45. https://doi.org/10.20527/bino.v4i1.12081
Muzaki, R., Syahril, S., & Ma'aruf, Z. (2022). Penerapan media pembelajaran Go-Lab melalui pendekatan inquiry dalam meningkatkan pemahaman konsep siswa pada materi getaran dan gelombang di kelas VIII SMP IT Al-Fityah Pekanbaru. Edusains: Jurnal Pendidikan Sains dan Teknologi, 9(3), 874–885. https://doi.org/10.47668/edusaintek.v9i3.621
Nia, N., Leksono, S. M., & Nestiadi, A. (2022). Pengembangan e-modul pelestarian lingkungan berbasis problem based learning (PBL) untuk meningkatkan kemampuan berpikir kritis siswa SMP. Pendipa Journal of Science Education, 6(2), 415–421. https://doi.org/10.33369/pendipa.6.2.415-421
Nurlita, N., Arifin, Y. F., & Winarti, A. (2021). The practicality of popular scientific book of Pteridophytes diversity in Tabanio beach forest, Tanah Laut District, South Borneo. BIO-INOVED: Jurnal Biologi-Inovasi Pendidikan, 3(2), 108–112. https://doi.org/10.20527/bino.v3i2.10294
O'Dwyer, L. M., & Bernauer, J. A. (2013). Quantitative research for the qualitative researcher. SAGE Publications. https://doi.org/10.4135/9781506335674
Parmin. (2015). Potensi kearifan lokal dalam pembelajaran IPA di SMP. Seminar Nasional Konservasi dan Pemanfaatan Sumber Daya Alam.
Peters-Burton, E. E., & Stehle, S. M. (2019). Developing student 21st century skills in selected exemplary inclusive STEM high schools. International Journal of STEM Education, 1, 1–15. https://doi.org/10.1186/s40594-019-0192-1
Posner, G. J., Strike, K. A., Hewson, P. W., & Gertzog, W. A. (1982). Accommodation of a scientific conception: Toward a theory of conceptual change. Science Education, 66(2), 211–227. https://doi.org/10.1002/sce.3730660207
Pretty, J., Adams, B., Berkes, F., de Athayde, S. F., Dudley, N., Hunn, E., ... & Pilgrim, S. (2009). The intersections of biological diversity and cultural diversity: Towards integration. Conservation and Society, 7(2), 100–112. https://doi.org/10.4103/0972-4923.58642
Puger, I. G. N., Deng, J. B., Antara, I. G. W. S., Dewantara, K. A. K., Sugiarta, M., Veliz, L., ... & Sudarma, I. K. (2024). Metacognitive-based learning model: Improving agile innovation and critical thinking skills of students in science learning at elementary schools. Jurnal Pendidikan IPA Indonesia, 13(2). https://doi.org/10.15294/fpt98910
Putri, S. R., & Syafriani, S. (2020). Analysis development of guided inquiry based physics e-module to improve critical thinking ability of students high school. In Journal of Physics: Conference Series, 1481(1), 012063. https://doi.org/10.1088/1742-6596/1481/1/012063
Sachs, J. D., Schmidt-Traub, G., Mazzucato, M., Messner, D., Nakicenovic, N., & Rockström, J. (2021). Six transformations to achieve the SDGs. Nature Sustainability, 2(9), 805–814. https://doi.org/10.1038/s41893-019-0352-9
Sadeghi, F., Mohammad, S., Adel, R., Zareian, G., & Davoudi, M. (2020). Iranian EFL teachers' and learners' perceptions of the principles of critical thinking: A constructivist grounded theory study. Iranian Journal of Language Teaching Research, 8(2), 63–81.
Sapriati, A., Rahayu, U., Sausan, I., & Sekarwinahyu, M. (2024). The impact of inquiry-based learning on students' critical thinking in biology education programs within open and distance learning systems. Jurnal Pendidikan IPA Indonesia, 13(3). https://doi.org/10.15294/7sty9026
Sari, F. N., Indrawati, I., & Wahyuni, D. (2022). Pengaruh model pembelajaran learning cycle 7e terhadap keterampilan kolaborasi dan kemampuan berpikir kritis siswa IPA SMP. Lensa (Lentera Sains): Jurnal Pendidikan IPA, 12(2), 105–114. https://doi.org/10.24929/lensa.v12i2.241
Serevina, V., Nugroho, D. A., & Lipikuni, H. F. (2022). Improving the quality of education through effectiveness of e-module based on android for improving the critical thinking skills of students in pandemic era. MOJEM: Malaysian Online Journal of Educational Management, 10(1), 1–20.
Setiawan, I. (2022). Pembelajaran berbasis problem based learning (PBL) dalam meningkatkan keterampilan berpikir kritis di era SDGs. Jurnal Sains Edukatika Indonesia (JSEI), 4(1).
Setyawan, B., & Fatirul, A. N. (2019). Augmented reality dalam pembelajaran IPA bagi siswa SD. Kwangsan, 7(1), 78–90. https://doi.org/10.31800/jtp.kw.v7n1.p78--90
Sibille, K., Greene, A., & Bush, J. P. (2010). Preparing physicians for the 21st century: Targeting communication skills and the promotion of health behavior change. Annals of Behavioral Science and Medical Education, 16(1), 7–13. https://doi.org/10.1007/BF03355111
Udayani, P. A., Kusmariyatni, N., & Wibawa, I. M. C. (2014). Pengaruh model siklus belajar 5E terhadap kemampuan berpikir kritis IPA siswa kelas IV SD di Desa Kalibukbuk. e-Journal MIMBAR, 1(2), 1–10.
Van Laar, E., Van Deursen, A. J. A. M., Van Dijk, J. A. G. M., & De Haan, J. (2020). Determinants of 21st-century skills and 21st-century digital skills for workers: A systematic literature review. SAGE Open, 10(1). https://doi.org/10.1177/2158244019900176
Verawati, N. N. S. P., Harjono, A., Wahyudi, W., & Gummah, S. U. (2022). Inquiry-creative learning integrated with ethnoscience: Efforts to encourage prospective science teachers' critical thinking in Indonesia. International Journal of Learning, Teaching and Educational Research, 21(9), 232–248. https://doi.org/10.26803/ijlter.21.9.13
Y.-C. Hsu, “Fostering conceptual change through cognitive conflict and inquiry: A longitudinal analysis,” Journal of Research in Science Teaching 60, 321–344 (2023), https://doi.org/10.1002/tea.21887
Yolanda, Y. (2021). Pengembangan e-modul listrik statis berbasis kontekstual sebagai sumber belajar fisika. Jurnal Luminous: Riset Ilmiah Pendidikan Fisika, 2(1), 40–56. https://doi.org/10.31851/luminous.v2i1.5235
Zulkifli, H., & Hashim, R. (2020). Philosophy for children (P4C) in improving critical thinking in a secondary moral education class. International Journal of Learning, Teaching and Educational Research, 19(2), 29–45. https://doi.org/10.26803/ijlter.19.2.3